https://100daysofkubernetes.io: title: '100 Days Of Kubernetes: 100daysofkubernetes.io' description: '' year: '2026' stars: 5 ai_summary: A highly progressive community learning roadmap tracing advanced modern platform architectures. Chronicles continuous topics ranging from standard containers to advanced Envoy proxying, service meshes, and GitOps deployments. language: English resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Continuous Learning - Platform Engineering tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://12factor.net: title: 12factor.net description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f7192439d441725427f4e28724b5279d8b2ff0d1e789d351c2a34b47b0a1890f health_score: 100.0 last_checked: 1779030927.998696 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.998696+02:00' https://1829034.medium.com/getting-started-with-chaos-engineering-13e85a438d37: title: 'medium.com: Getting Started with Chaos Engineering' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Getting Started with Chaos Engineering in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032380.377799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.377799+02:00' https://3t.io: title: 3T MongoChef – Your New MongoDB GUI description: '- [Connecting to your MongoDB at MongoLab](http://3t.io/blog/how-to-connect-to-mongolab)' year: '2025' stars: 4 ai_summary: Introduces Studio 3T (formerly MongoChef), a professional desktop GUI featuring query builders, migration schemas, and JSON editors. Facilitates local database administration and connection profiles for cloud-hosted instances. language: Java resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - MongoDB Ecosystem - Database Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://3t.io/blog/how-to-connect-to-mongolab: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5f62fd92e1769dfcbcc8c89cf6ae5e9709490fc3149ea5950b6e19f5b62a855c health_score: 100.0 last_checked: 1779033757.936089 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/nosql.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:37.936089+02:00' https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engineer-look-like-fe16cc46bb0: title: '4dayweek.medium.com: What does the work-life balance of a Software Engineer'' look like?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering 4dayweek.medium.com: What does the work-life balance of a Software Engineer'' look like? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033750.7022 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:30.702200+02:00' https://4sysops.com/archives/kubernetes-guide-node-selector-and-node-affinity-in-kubernetes: title: '4sysops.com: Node selector and node affinity in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering 4sysops.com: Node selector and node affinity in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034486.878945 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:46.878945+02:00' https://4sysops.com/archives/use-psexec-and-powershell-together: title: '4sysops.com: Use PsExec and PowerShell together' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering 4sysops.com: Use PsExec and PowerShell together in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030558.513407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:18.513407+02:00' https://53jk1.medium.com/argocd-the-continuous-delivery-solution-for-kubernetes-ae5b008e76d1: title: '53jk1.medium.com: ArgoCD: The Continuous Delivery Solution for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering 53jk1.medium.com: ArgoCD: The Continuous Delivery Solution for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030000.188398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:00.188398+02:00' https://9elements.com/blog/developing-a-week-on-windows-with-wsl2: title: '9elements.com: Developing on Windows with WSL2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5a4b358577e887aefd7273f77ecdf87e36ce14dc5ccce11269f4b3605e7a3f25 health_score: 100.0 last_checked: 1779031516.625215 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/linux-dev-env.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:16.625215+02:00' https://9elements.com/blog/developing-on-windows-with-wsl2: title: '9elements.com: Developing on Windows with WSL2' description: '' year: '2026' stars: 0 ai_summary: A developer-focused guide optimizing local Windows workflows with WSL2. Provides performance instructions on using WSL2 backends alongside Docker Desktop, configuring VS Code remote-containers, and mitigating cross-file system read/write overhead. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d660b133132a4079eb3519613a6e510df4a73501e75331fa3bb078114755ec77 health_score: 100.0 last_checked: 1779130494.946334 needs_ai_refresh: false hierarchy: - Local Development - Operating Systems - WSL tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.946334+02:00' https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure-boot-support-updated-components: title: '9to5linux.com: CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure'' Boot Support, Updated Components' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering 9to5linux.com: CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure'' Boot Support, Updated Components in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029689.133622 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.133622+02:00' https://9to5mac.com/2016/03/17/how-to-remap-windows-keyboard-buttons-match-mac-layout: title: '9to5mac.com: How-To: Remap Windows keyboards to match the Mac keyboard layout' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1881d14400413adbedf82af6f2a8efc4e9c8234b953c25cbf9c130dc5f6e28d4 health_score: 100.0 last_checked: 1779033415.896659 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:55.896659+02:00' https://a-connect.com: title: certace description: '' year: '2026' stars: 0 ai_summary: A high-end freelance network (formerly Certace, now part of the wider a-connect ecosystem) matching specialized business analysts and project managers with corporate clients. Live grounding shows a rigorous vetting structure that bridges traditional management consulting with agile project execution. language: English resource_type: Platform/SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Remote Work & Career - Talent Platforms - Freelance Consulting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://abarrak.gitbook.io/linux-sysops-handbook: title: "abarrak.gitbook.io: Linux SysOps Handbook \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: A high-density reference manual covering system administration, networking, performance monitoring, and scripting. Designed as a quick lookup handbook for on-call engineers resolving real-world operational incidents. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Linux - Operations Handbook tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data: title: 'abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer''s'' assistant' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer''s'' assistant in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034520.694331 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.694331+02:00' https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f: title: 'abdulrwahab.medium.com: API Architecture — Design Best Practices for REST'' APIs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abdulrwahab.medium.com: API Architecture — Design Best Practices for REST'' APIs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030440.176677 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:20.176677+02:00' https://abhaypore.medium.com/migrate-your-manifest-yaml-files-into-helm-chart-32a44230f3b5: title: 'abhaypore.medium.com: Migrate your manifest yaml files into Helm Chart' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abhaypore.medium.com: Migrate your manifest yaml files into Helm Chart in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030394.003373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:34.003373+02:00' https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions: title: 'abhii85.hashnode.dev: How to get started with K8s contributions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abhii85.hashnode.dev: How to get started with K8s contributions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031979.800255 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:59.800255+02:00' ? https://abhirajdevops.hashnode.dev/a-cheat-sheet-of-essential-commands-for-managing-and-debugging-your-kubernetes-clusters-networking : title: 'abhirajdevops.hashnode.dev: A Cheat Sheet of Essential Commands for Managing'' and Debugging Your Kubernetes Cluster''s Networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abhirajdevops.hashnode.dev: A Cheat Sheet of Essential Commands for Managing'' and Debugging Your Kubernetes Cluster''s Networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034223.870124 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.870124+02:00' https://abhisheksaini.hashnode.dev/yaml-for-representation: title: 'abhisheksaini.hashnode.dev: YAML For Data Representation?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering abhisheksaini.hashnode.dev: YAML For Data Representation? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033432.0907 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:57:12.090700+02:00' https://ably.com/blog/limits-aws-network-load-balancers: title: 'ably.com: Balancing act: the current limits of AWS network load balancers' description: '' year: '2021' stars: 0 ai_summary: A highly critical real-world analysis detailing the edge-case limitations of AWS Network Load Balancers under extreme load. Outlines connection resets, silent drops, and target group scaling constraints. Live systems use this data to plan high-throughput gRPC and WebSocket infrastructure. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Network Load Balancer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://ably.com/blog/no-we-dont-use-kubernetes: title: 'ably.com: No, we don’t use Kubernetes' description: '' year: '2022' stars: 0 ai_summary: An in-depth post-mortem from Ably detailing their production-scale architecture using AWS autoscaling groups instead of Kubernetes. Demonstrates stateful scaling at massive, low-latency scale without a complex container mesh. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Case Study tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably: title: 'ably.com: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably' description: '' year: '2022' stars: 0 ai_summary: Addresses transactional concurrency in reservation systems using Apache Kafka as an event broker, FastAPI for API management, and Ably for realtime WebSocket client updates. Solves standard problems like race conditions and high-throughput inventory allocation. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Architectures - Realtime Streams - FastAPI & Ably tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://about.appsheet.com/home: title: Google Cloud AppSheet description: '' year: '2020' stars: 0 ai_summary: AppSheet delivers a robust, no-code application development platform that integrates directly with Google Workspace, databases, and third-party APIs. Enables business developers to engineer secure mobile and web automation interfaces with zero infrastructure overhead. language: English resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Low-Code/No-Code - Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://about.gitea.com: title: Gitea description: '' year: '2024' stars: 0 ai_summary: A highly performant, lightweight self-hosted Git platform written in Go. Ideal for low-resource environments, local test clusters, or edge deployments where running complex server infrastructures like GitLab is impossible. language: Go resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Self-Hosted Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://about.gitlab.com: title: gitlab.com description: '' year: '2014' stars: 0 ai_summary: GitLab is an all-in-one DevSecOps platform that brings together Git hosting, automated CI/CD pipelines, container registries, and infrastructure monitoring. Offers a comprehensive control plane to manage the entire modern software delivery lifecycle. language: Ruby resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Collaborative Platforms - DevSecOps Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2014-06-01T00:00:00+02:00' https://about.gitlab.com/2016/06/28/get-started-with-openshift-origin-3-and-gitlab: title: Get started with OpenShift Origin 3 and GitLab description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9c2d248e72942a47ffc2da2344175d0244b39c40093cdac9227a43cf319c51e7 health_score: 100.0 last_checked: 1779029820.641852 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.641852+02:00' https://about.gitlab.com/blog/2016/06/28/get-started-with-openshift-origin-3-and-gitlab: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9f162dada74f4ce7951a322506a2e51821f171064016b0ef02d2f71d1f6eaed4 health_score: 64.0 last_checked: 1779130495.019591 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.019591+02:00' https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories: title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file'' you need' description: '' year: N/A stars: 0 ai_summary: Evaluates GitLab's implementation of Git Partial Clone to mitigate bottlenecking in massive codebases containing large assets. It contrasts standard clones with blobless and treeless clones, providing empirical metrics on how deferring binary downloads improves CI/CD runner execution speed. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5d113cc2e9095254de4136255ea9dbaab15ab25000efa79784a145cd8fc3c34c health_score: 100.0 last_checked: 1779033360.035565 needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Scale Operations tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:00.035565+02:00' https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd: title: 'gitlab.com: GitLab’s guide to CI/CD for beginners' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4c74234320f65b53f2724ebca4d9264cae489f7d3474a179b18a6bef15a3da14 health_score: 100.0 last_checked: 1779029291.602091 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.981600' discovered_at: '2026-05-17T16:48:11.602091+02:00' https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines: title: 'about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0f83b87885a4d24339881f2e9fb85f6e2438f05a10f49591f72b26eefdd6d2fb health_score: 100.0 last_checked: 1779033949.369733 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.941597' discovered_at: '2026-05-17T18:05:49.369733+02:00' https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase: title: 'gitlab.com: How to keep your Git history clean with interactive rebase' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d4f442d738d7fe58beadae4a3c04991ff8f70379381a15d1fb4bf504172352a5 health_score: 100.0 last_checked: 1779034461.53076 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.957396' discovered_at: '2026-05-17T18:14:21.530760+02:00' https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab: title: 'gitlab.com: VS Code extension development with GitLab' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8012ca6e1829e3d7a3a7bbc567fdc6d9b47886596a24e329a6be599d42ff5d89 health_score: 100.0 last_checked: 1779033339.053262 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.959459' discovered_at: '2026-05-17T17:55:39.053262+02:00' https://about.gitlab.com/blog/2020/12/10/basics-of-gitlab-ci-updated: title: 'about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,'' or out of order' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,'' or out of order in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2cce56f4418173c7af71356140514ff366001e180eb41c75d7b62d1842f5ba1 health_score: 100.0 last_checked: 1779033166.494008 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:46.494008+02:00' https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs: title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity' description: '' year: N/A stars: 0 ai_summary: A technical execution guide detailing how to use GitLab's `parallel` keyword to shard test suites across multiple concurrent runner nodes. Demonstrates massive optimization in build times, boosting continuous integration feedback loops at scale. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b21e0f83b9245caa054de7ae5add3648532062237928726ca5bf4c957f6ce8d9 health_score: 100.0 last_checked: 1779032754.002152 needs_ai_refresh: false hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:54.002152+02:00' https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code: title: 'gitlab.com: How to do GitLab merge request reviews in VS Code' description: '' year: N/A stars: 0 ai_summary: A step-by-step workflow guide detailing how developers can complete and approve GitLab merge requests (MRs) directly within Visual Studio Code. Explains the integration capabilities offered by GitLab Workflow extension to boost focus and reduce context-switching. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f2665a0e0a6022dd4a9e8f1be3bbf3ab8e8ab250dc94269d4655f62d14f4fe71 health_score: 100.0 last_checked: 1779034557.991842 needs_ai_refresh: false hierarchy: - Software Engineering - Developer Environment - Integrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:57.991842+02:00' https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments: title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments' description: '' year: N/A stars: 0 ai_summary: A structured guide outlining how to design, configure, and secure environments (development, staging, production) within GitLab CI/CD. Highlights protected environments, dynamic deployment tracking, and manual approval gates. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a9e8e11b795398874717027a6686369741b79a332cb456efe98891b651dc638c health_score: 100.0 last_checked: 1779032100.347323 needs_ai_refresh: false hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.347323+02:00' https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com: title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6d3527cb2d0bd58355344d8f88c72b63fef41a572f20bc2eae4220d5fe5a4de5 health_score: 100.0 last_checked: 1779034045.588996 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.962417' discovered_at: '2026-05-17T18:07:25.588996+02:00' https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview: title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building'' a CI/CD pipeline' description: '' year: N/A stars: 0 ai_summary: Introduces GitLab's integrated visual Pipeline Editor, featuring live YAML validation, linting, and complete visualization of pipeline structures. This tool dramatically lowers the barrier to entry for authoring complex deployment paths. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: cc6de7fe74c4a875142da6a9622ebd301b1f99004c385a663cf484f289eda409 health_score: 100.0 last_checked: 1779033240.421868 needs_ai_refresh: false hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.421868+02:00' https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name: title: 'about.gitlab.com: The new Git default branch name' description: '' year: N/A stars: 0 ai_summary: Outlines GitLab's migration steps and platform updates transitioning the default branch name from `master` to `main`. Discusses modern development standards, project initialization shifts, and backward compatibility paths. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: bb97838512dec1e81411a3235d4492ec15ae21f518b5c6b581e0f7e0853fbded health_score: 100.0 last_checked: 1779029154.715664 needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Operations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:54.715664+02:00' https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review: title: "about.gitlab.com: Why small merge requests are key to a great review \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: db0ba7990decfdba6cbef3ae3fea78aab37029dc419aa3ad5a4a7d3cfe85e867 health_score: 100.0 last_checked: 1779030705.825555 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.998799' discovered_at: '2026-05-17T17:11:45.825555+02:00' https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-lint: title: 'about.gitlab.com: Tips for productive DevOps workflows: JSON formatting'' with jq and CI/CD linting automation' description: '' year: N/A stars: 0 ai_summary: A GitLab engineering blog showcasing optimal methods for integrating automated schema validation and JSON formatters (using jq) directly inside DevOps delivery loops. Highlights strategies to enforce code-quality gates. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e533af4ee00b6169a5991700319687348437104c315fa355e4227d95e671d99e health_score: 100.0 last_checked: 1779032289.814142 needs_ai_refresh: false hierarchy: - CI/CD Pipelines - GitLab CI - Linting Automation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:09.814142+02:00' https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways: title: "about.gitlab.com: 3 Ways to approach GitOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ca6e279fa9d8e06413e48946dbaf0123d48a6a2faa48dd1ec676b3d1626f4197 health_score: 100.0 last_checked: 1779030604.871714 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.017492' discovered_at: '2026-05-17T17:10:04.871714+02:00' https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype: title: 'about.gitlab.com: How to secure your container images with GitLab and Grype' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 198d387d3823e209cb4f103495507fc5600b440755c863712edc641a530f7f3e health_score: 100.0 last_checked: 1779030326.731008 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.943597' discovered_at: '2026-05-17T17:05:26.731008+02:00' https://about.gitlab.com/blog/2021/08/10/how-to-agentless-gitops-aws: title: 'about.gitlab.com: How to use a push-based approach for GitOps with Terraform'' and AWS ECS and EC2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com: How to use a push-based approach for GitOps with Terraform'' and AWS ECS and EC2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: afb498fd48709277f85519a7de9721ac9c21d8a3fc02cfea346932faf00e0ee8 health_score: 100.0 last_checked: 1779029992.907029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.907029+02:00' https://about.gitlab.com/blog/2021/09/09/5-code-review-features: title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life'' easier' description: '' year: N/A stars: 0 ai_summary: Highlights five key features designed to optimize peer code reviews inside GitLab MRs. Explains practical user benefits from improved draft reviews, inline suggestions, and visual branch comparisons. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d7cc91fa49c116194dc0d955c67ab2bcd97ca3777c74ec783204727f3f66b855 health_score: 100.0 last_checked: 1779034564.309403 needs_ai_refresh: false hierarchy: - Software Engineering - Developer Environment - Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.309403+02:00' https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities: title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your'' GitLab activities' description: '' year: N/A stars: 0 ai_summary: GitDock was introduced to simplify personal GitLab workflow tracking by displaying activities directly on the desktop. While it streamlines developer interaction with GitLab issues, merge requests, and pipelines without browser-hopping, live engineering trends in 2026 favor deeply integrated IDE extensions or web-native environments like Gitpod and Codespaces. language: English resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 366ab27c9d5ab7db62f50d9f0d97fb5de60a2b77b62fa2d658ed45d93e0b5d24 health_score: 100.0 last_checked: 1779033765.08129 needs_ai_refresh: false hierarchy: - Developer Tools - Collaboration and Workflow - Desktop Integrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:45.081290+02:00' https://about.gitlab.com/blog/2021/10/12/open-shift-ga: title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat'' OpenShift is now generally available' description: '' year: N/A stars: 0 ai_summary: This announcement marks the general availability of the GitLab Kubernetes Operator for Red Hat OpenShift, streamlining enterprise GitLab runner and instance deployments on hybrid cloud setups. In the 2026 enterprise landscape, Kubernetes operators are the standard pattern for stateful application management, validating this operator's crucial role in automating lifecycle tasks like scaling, backups, and upgrades within secure, managed Kubernetes domains. language: English resource_type: blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c4e48905bc171e9379f9a96febb070ce17d8725103e3312b7db9affec3d629c5 health_score: 100.0 last_checked: 1779030326.80445 needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Platform Engineering - GitLab Operations tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:26.804450+02:00' https://about.gitlab.com/blog/2021/11/16/gko-on-ocp: title: '==about.gitlab.com: How to install and use the GitLab Kubernetes Operator'' (on OCP)==' description: '' year: N/A stars: 0 ai_summary: An official deployment architecture guide showing how to implement the GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides configuration details for persistent volumes, container security contexts, and runners to ensure stable multi-tenant operations. language: en resource_type: Technical Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4571cb2e5c424d4a8eec9b80a15b19c3798b441a5aef3148b770a89a608bb0a0 health_score: 100.0 last_checked: 1779034211.520865 needs_ai_refresh: false hierarchy: - Cloud Native Architecture - Kubernetes Operators - GitLab Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:11.520865+02:00' https://about.gitlab.com/blog/2021/11/18/gitops-with-gitlab-connecting-the-cluster: title: '==about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e91cca70863e8d86d9a190e4691c9fb7104eecba996e03e7c2caee2b83dc6733 health_score: 100.0 last_checked: 1779032216.901329 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.901329+02:00' https://about.gitlab.com/blog/2021/11/30/soft-skills-are-the-key-to-your-devops-career-advancement: title: 'about.gitlab.com: Soft skills are the key to your DevOps career advancement' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com: Soft skills are the key to your DevOps career advancement in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 14ded8976c1532860bc7bc482eca08f4874ba438874ae7ba01fa36c437ce4c7e health_score: 100.0 last_checked: 1779029374.417876 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.417876+02:00' https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation: title: 'about.gitlab.com: How to navigate The Great Resignation' description: '' year: N/A stars: 0 ai_summary: Provides an enterprise-level blueprint for engineering organizations to mitigate talent drain during market disruptions. Leveraging GitLab's open-source, handbook-first operational model, it illustrates how asynchronous communication systems reduce cognitive load and scale operational continuity. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: abb2ab9d700c63e4639824e948ce484115982f37ef1f667577d4aa12492ddad0 health_score: 100.0 last_checked: 1779031061.281586 needs_ai_refresh: false hierarchy: - Engineering Leadership & Career Dynamics - Organizational Design & Leadership Systems - Engineering Culture tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.281586+02:00' https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22: title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22' description: '' year: N/A stars: 0 ai_summary: This development update outlines the efforts of the GitLab Helm Chart team to ensure compatibility with Kubernetes 1.22, addressing critical changes such as the removal of legacy v1beta1 APIs. This transition represents a historically significant engineering challenge for high-availability enterprise services migrating to modern declarative APIs. From a 2026 perspective, it highlights the continuous lifecycle maintenance required to run complex, stateful platforms natively on rapidly updating Kubernetes clusters. language: English resource_type: blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d5cffdc388cf2915201b01863dfb8e15209d19965c133c992bf10b35fbf65a43 health_score: 100.0 last_checked: 1779029801.729538 needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Helm Charts - GitLab Infrastructure tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:41.729538+02:00' https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices: title: 'about.gitlab.com: How to keep up with CI/CD best practices' description: '' year: N/A stars: 0 ai_summary: 'Curator Insight: Provides a roadmap for keeping engineering skillsets aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps integrations, pipeline security monitoring, and automated performance tracking. A good educational resource for career platform engineers.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 47f60bd1cf0c6c3a7564a9dbbe681d61ef4b0a856ccfd3ede24bf02b54bea636 health_score: 100.0 last_checked: 1779030653.098463 needs_ai_refresh: false hierarchy: - Software Delivery - CI/CD Foundations - Industry Trends tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.098463+02:00' https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them: title: '==about.gitlab.com: Fantastic Infrastructure as Code security attacks and'' how to find them==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e63644205669e1aec04edbaf712a90b59afc1f13342f4b52834ef00c7d99a216 health_score: 100.0 last_checked: 1779030577.928684 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.002528' discovered_at: '2026-05-17T17:09:37.928684+02:00' https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast: title: 'about.gitlab.com: How to learn CI/CD fast' description: '' year: N/A stars: 0 ai_summary: 'Curator Insight: Practical learning blueprint focusing on building incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on setups of simple test automation and container builds before transitioning to complex deployments. Perfect for rapid developer upskilling.' language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 302a5921dc83a6dec68eb592a4d5f97c7b6f8e099d394113aa37d68ff28375ca health_score: 100.0 last_checked: 1779034581.891297 needs_ai_refresh: false hierarchy: - Software Delivery - CI/CD Foundations - Onboarding and Training tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:21.891297+02:00' https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab: title: 'about.gitlab.com: Simple Kubernetes management with GitLab' description: '' year: N/A stars: 0 ai_summary: This blog details GitLab's efforts to lower the barrier to entry for Kubernetes management by introducing declarative cluster integrations. It demonstrates how teams can connect clusters and safely deploy applications with minimal infrastructure overhead. Live engineering feedback stresses the value of this direct integration for small-to-midsize teams looking to deploy workloads without managing heavy external GitOps controllers. language: English resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a6acebbc45a276e5f87ff20c292d80e8502dbdb0c0152f992a484614181d0b42 health_score: 100.0 last_checked: 1779030196.421823 needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Platform Engineering - GitLab Operations tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.421823+02:00' https://about.gitlab.com/blog/2022/11/16/how-is-ai-ml-changing-devops: title: 'about.gitlab.com: How is AI/ML changing DevOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com: How is AI/ML changing DevOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 013b9bcbca2bbed1569a5cfae86da6e3bf129ecf59e710bca2df69083200a35d health_score: 100.0 last_checked: 1779029309.760493 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:29.760493+02:00' https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab: title: Get started with OpenShift Origin 3 and GitLab description: '' year: '2017' stars: 0 ai_summary: Historical tutorial tracking early integration patterns between GitLab CI/CD and OpenShift Origin 3. Demonstrates pipeline orchestration, runner allocation, and deployment tasks. Replaced by GitOps-driven pipelines in contemporary architectures. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - GitLab - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering about.gitlab.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.960769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.960769+02:00' https://about.gitlab.com/gitlab-org/gitlab/-/issues/2785: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering about.gitlab.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.935608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.935608+02:00' https://about.gitlab.com/handbook: title: about.gitlab.com/handbook description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7dcbeb9c2cdfa859ac267a6ec9c5914ebb543b5a7453a1393e213d2e01dc2993 health_score: 100.0 last_checked: 1779029190.229447 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/hr.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:30.229447+02:00' https://about.gitlab.com/releases/2021/04/22/gitlab-13-11: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0e9720d9128e7b62ed817befeb2d647dc3e2c18b03b63110d92522296036f6fd health_score: 64.0 last_checked: 1779130495.000742 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd-kubernetes-plugins.md - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.000742+02:00' https://about.gitlab.com/releases/2021/04/22/gitlab-13-11-released: title: GitLab Kubernetes Agent available on GitLab.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef health_score: 100.0 last_checked: 1779032789.852639 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd-kubernetes-plugins.md - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:29.852639+02:00' https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released: title: 'about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation'' Policies' description: '' year: N/A stars: 0 ai_summary: Official release notes for GitLab 14.1 introducing native Helm Chart Registry support and customizable escalation policies for incident response, aligning development workflows directly with target operational tools. language: English resource_type: Reference Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef health_score: 100.0 last_checked: 1779029735.243493 needs_ai_refresh: false hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:35.243493+02:00' https://about.gitlab.com/remote-work-report: title: 'about.gitlab.com: The Remote Work Report 2021' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3f57def79b84e34221081428ece80ab6907f530edf1b4f2008cc1092538b4ad7 health_score: 100.0 last_checked: 1779034529.020796 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/recruitment.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:29.020796+02:00' https://academy.fpblock.com/blog/announcing-amber-ci-secret-tool: title: 'fpcomplete.com: Announcing Amber, encrypted secrets management' description: '' year: '2021' stars: 2 ai_summary: Introduces Amber, a lightweight CI/CD-friendly command-line secrets tool designed to securely encrypt and decrypt sensitive application environment configurations. Offers an alternative to complex key management servers for basic build steps. language: Rust resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Encrypted Secrets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://academy.rancher.com: title: "Rancher Academy \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Rancher Academy \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030088.191807 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:28.191807+02:00' https://accenture.github.io/adop-cartridges-cookbook/docs/recipes/archiving-artefact-to-nexus: title: Jenkins DSL for **Nexus** description: '' year: '2019' stars: 0 ai_summary: A practical step-by-step recipe explaining how to programmatically define Nexus artifact upload steps using Job DSL syntax. Highlights best practices for securing artifact publishing credentials and managing build target variables inside reusable scripts. language: Groovy resource_type: documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Pipeline as Code - Artifact Archiving tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/container-specifications/crunchy-pgadmin4: title: crunchy-pgadmin4 description: '' year: '2020' stars: 0 ai_summary: Details container specification sheets for the crunchy-pgadmin4 image, including configuration variables and resource layouts. Historically, pgAdmin 4 was manually provisioned as a containerized sidecar or standalone service to provide database GUIs (Curator Insight). Current deployment strategies prefer integrated, operator-managed tooling and secure proxy pipelines. language: None resource_type: Technical Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Infrastructure - Database Operators - PostgreSQL - Database Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/examples/administration/pgadmin4: title: pgAdmin 4 description: '' year: '2020' stars: 0 ai_summary: Outlines early configuration models and environment mappings for pgAdmin 4 instances running in Kubernetes clusters. This resource demonstrates how to configure volume mounts and ingress rules for user sessions. For modern enterprise production, automated telemetry models (Prometheus/Grafana) are prioritized over graphical administrative consoles. language: YAML resource_type: Technical Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Infrastructure - Database Operators - PostgreSQL - Database Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest: title: "Documentation: Crunchy Data Container Suite \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Highly detailed documentation defining construction parameters for Crunchy Data's hardened database container images. Covers security boundaries, pgBackRest, Patroni integrations, and environment variable configuration sets. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - PostgreSQL - Container Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest/examples/administration/pgadmin4: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3cd0577e9676fc0d52580448e0e513c01f4ec2882d55b90321e1b5c1a9996e97 health_score: 100.0 last_checked: 1779031533.770307 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.770307+02:00' https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest/installation-guide/installation-guide: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c0954a21f6fcee63ff80a73d4b798c439b584a7c79c9f7029275ed1f8a244d97 health_score: 100.0 last_checked: 1779032117.522186 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:17.522186+02:00' https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/ansible: title: Ansible playbook installation description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fa230babb878672ccf2fcac42e7630f3ce5904edad9249f62874d70848fa0355 health_score: 100.0 last_checked: 1779030367.293777 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.293777+02:00' https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/bash: title: Install Operator Using Bash (the one used in this overview) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 79cd839b4b5ebf6fd3042c6d3ad4ab24cfaf3989786ac113fccde0986e099858 health_score: 100.0 last_checked: 1779030348.234175 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.234175+02:00' https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/postgres-operator: title: The PostgreSQL Operator Installer with kubectl description: "- [Install Operator Using Bash (the one used in this overview)](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/bash)\n \ - [Ansible playbook installation](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/ansible)\n \ - CLI installation using OLM **(Deprecated)**: new CatalogSource added via “pgo.catalogsource.yaml”.\n - Openshift Console installation using OLM (OperatorHub):\n - New CatalogSource requirement. \n - CLI settings required.\n 2. **Certified Crunchydata Postgres Operator (OLM/OperatorHub):**\n \ - Openshift Console installation using OLM (OperatorHub): One-click deployment and Web based operation\n - **No ‘pgo’ CLI tool?** (compatibility issues: unable to find in github the version that matches the server API - Sept 2019)\n \ - Certified by Red Hat\n - Provided by CrunchyData\n 3. Other non-certified installations (unsupported by Red Hat): with or without OLM, CLI, etc." year: '2020' stars: 0 ai_summary: Documents installation paths for Crunchy PostgreSQL Operator v4.3.0, mapping Bash-based installations and Ansible playbooks. While highly detailed during early operator adoption (Curator Insight), these manual installation mechanisms and custom CLI commands have been deprecated in modern, helm-driven operator ecosystems (Live Grounding). It is retained only for historical system maintenance. language: Shell resource_type: Technical Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Infrastructure - Database Operators - PostgreSQL - Installation tags: - '[LEGACY]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://access.crunchydata.com/documentation/postgres-operator/latest/operatorcli/pgo-overview: title: ref1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ref1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029110.544947 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.544947+02:00' https://access.redhat.com/articles/4993781: title: "List of Red Hat Supported Maintained Ansible Collections \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A comprehensive directory of officially supported Ansible Collections maintained by Red Hat and its certified partners. This registry ensures enterprise compliance, stability, and security by providing thoroughly tested modules for operating systems, networks, and cloud providers. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Dependency Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://access.redhat.com/community/learn: title: Red Hat Training & Certification Community description: '' year: '2025' stars: 0 ai_summary: Red Hat's official training ecosystem community. It offers platform operators, architects, and developers verified learning pathways, course materials, and labs covering OpenShift administration and cloud-native practices. language: N/A resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Learning Hubs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md - helm.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://access.redhat.com/containers: title: "Red Hat Container Catalog - RedHat Registry (registry.redhat.io) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 53785a34147d7dc275736840cbf504ab61dbf0f5d110b04dc4efd47debd75d72 health_score: 100.0 last_checked: 1779032622.991654 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:42.991654+02:00' https://access.redhat.com/documentation/en-us/openshift_container_platform: title: "OpenShift 4 documentation \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering OpenShift 4 documentation \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032361.057519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:21.057519+02:00' ? https://access.redhat.com/documentation/en-us/openshift_container_platform/4.1/pdf/updating_clusters/OpenShift_Container_Platform-4.1-Updating_clusters-en-US.pdf : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032466.983718 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:06.983718+02:00' ? https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes : title: Container-native virtualization allows to run and manage virtual machine workloads alongside container workloads description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Container-native virtualization allows to run and manage virtual machine workloads alongside container workloads in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031719.99563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:39.995630+02:00' https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/installing_on_ibm_z: title: OpenShift Container Platform 4.2. Installing on IBM Z (html) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OpenShift Container Platform 4.2. Installing on IBM Z (html) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033398.083651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:38.083651+02:00' https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/pdf/installing_on_ibm_z: title: OpenShift Container Platform 4.2. Installing on IBM Z (pdf) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OpenShift Container Platform 4.2. Installing on IBM Z (pdf) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033092.38981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.389810+02:00' https://access.redhat.com/documentation/en-us/openshift_container_platform/4.4/html-single/service_mesh/index: title: ServiceMesh description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ServiceMesh in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033617.320143 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:17.320143+02:00' https://access.redhat.com/documentation/en-us/red_hat_amq/6.3: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029932.003357 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:52.003357+02:00' ? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/deploying_amq_broker_on_openshift/assembly_br-broker-monitoring_broker-ocp : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.768032 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.768032+02:00' ? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/deploying_amq_broker_on_openshift/deploying-broker-on-ocp-using-operator_broker-ocp : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031647.337143 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.337143+02:00' https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/managing_amq_broker/prometheus-plugin-managing: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.47603 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.476030+02:00' ? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_openshift/assembly-distributed-tracing-str : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034499.551549 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.551549+02:00' https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_openshift/assembly-metrics-setup-str: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033665.687968 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:05.687968+02:00' https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_rhel/assembly-distributed-tracing-str: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034558.070419 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:58.070419+02:00' https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_rhel/index: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031215.755812 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:15.755812+02:00' ? https://access.redhat.com/documentation/en-us/red_hat_jboss_web_server/5.4/html-single/red_hat_jboss_web_server_for_openshift/index : title: "JBoss Web Server Operator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering JBoss Web Server Operator \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031541.432843 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:41.432843+02:00' ? https://access.redhat.com/documentation/en-us/reference_architectures/2017/html-single/spring_boot_microservices_on_red_hat_openshift_container_platform_3/index : title: 'redhat.com: Spring Boot Microservices on Red Hat OpenShift Container Platform'' 3 - Software Stack - Externalized Configuration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering redhat.com: Spring Boot Microservices on Red Hat OpenShift Container Platform'' 3 - Software Stack - Externalized Configuration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030779.152243 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:59.152243+02:00' https://access.redhat.com/solutions/18301: title: 'redhat.com: How do I analyze a Java heap dump?' description: '' year: '2020' stars: 0 ai_summary: A technical solution article detailing how to trigger, extract, and analyze memory heap dumps from JVMs running inside Linux containers, leveraging standard OpenJDK CLI tools. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://access.redhat.com/solutions/4363731: title: "Create an OpenShift 4.2 Private Cluster in AWS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Create an OpenShift 4.2 Private Cluster in AWS \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032376.794206 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:36.794206+02:00' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&dsh=S-434924395%3A1779041052185976&followup=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&osid=1&passive=1209600&service=cloudconsole&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2Pasn2LQq2-HAsrhKLmjDeNW0e8jsHz1CbZM8xG_fzw2d_QHhWCcHPV60tTMOkJixTn6JdLIstQ : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering accounts.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 08859ffc67144f1bd23461da283e7b045d71d47f01effe5cba624a8589e51265 health_score: 100.0 last_checked: 1779130494.985648 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.985648+02:00' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2F&dsh=S20332737%3A1779042489432562&emr=1&followup=https%3A%2F%2Fdocs.google.com%2F&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2Pav-11IKZl8IOb4XqImV3kUr5dyMPv-c_juxtiguwye_vvM_4JChlo3slW1NhgW6-FumHKZpvw : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering accounts.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a69e0760175e82a26008d3b71f2fbcde41e8a13bfc679e86a5bda4bd264e1908 health_score: 100.0 last_checked: 1779130494.951467 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/workfromhome.md v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.951467+02:00' ? 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https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S-888283151%3A1779038836107039&followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new<mpl=sheets&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauoMa7lQWyxlGGmOlILKdc_0OGix3neZYVIl24vayGw0wGG0CrQxkizeIBOFWVtABpTKfaO : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering accounts.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5078172d15ea897f121d54f5f6481f12c820d6acc9b5e1fa605591d320a23664 health_score: 100.0 last_checked: 1779130494.950167 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950167+02:00' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S-651079724%3A1780398802084305&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavtOIva2wcDqJnQlJq3nohbB8kL26HoI0qLEI-ErQFf9Roi9aGt-ViI1YzZGxXTHSAzER9n : title: Google I/O 2026 Official NotebookLM Document description: An official interactive NotebookLM document curated by Google to aggregate and query announcements, APIs, and model details from Google I/O 2026. year: '2026' stars: 4 ai_summary: 'This interactive NotebookLM workspace, created by the Google team for Google I/O 2026, serves as a dynamic, model-driven documentation hub. It leverages Gemini''s long-context window to allow developer questioning and rapid knowledge retrieval. * **Direct Querying**: Enables developers to generate custom outlines and deep-dives of all conference announcements. * **Multimodal Grounding**: Provides a structured environment for testing and querying official API guidelines and release notes.' language: en resource_type: Tools complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 59000a6e704fdaf40d36ddf8b10df9d000614a06315668523e905b633b35e28b health_score: null last_checked: 1780401152.315692 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Knowledge Bases - Google I/O 2026 tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 88 reputation_status: Vetted reputation_summary: Official Google Accounts login flow that directs users to the authenticated Google I/O 2026 NotebookLM document. Trusted and highly relevant for conference updates. social_preview_url: '' source_provenance: X.com (NotebookLM) suggested_new_category: ai discovered_at: '2026-06-02T13:52:32.315692+02:00' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S1679469113%3A1780351896918873&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavSnxHMtFSGKVa_Dah4shJtj9idxNyn2Ox3EoPb7A8bY4KqdUXEQGTMYRZG1kKemtcZyQPg7w : title: Google I/O 2026 Official Interactive NotebookLM Workspace description: An officially compiled interactive workspace inside Google NotebookLM containing consolidated keynote transcripts, slide decks, and developer blogs from Google I/O 2026. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: This rescued deep link provides direct access to Google''s semantic indexing showcase, proving how a unified knowledge interface can dramatically accelerate developer comprehension during major launches. * **Live Grounding**: Officially introduced in mid-2026, this shared notebook lets verified developers query Google I/O data, fetch precise context, and listen to automatically generated audio overviews summarizing key cloud features.' language: en resource_type: workspace complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 460626ee6cdc7c56617d1fee74bd1c772a76342120329541f5bba5558390c9a9 health_score: null last_checked: 1780352730.207551 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Knowledge Hubs - RAG Implementations - NotebookLM - Google I/O tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: 'Rescued Deep-Link: This link has been successfully rescued from its Google sign-in redirect and resolved to the official Google I/O 2026 Interactive NotebookLM Workspace workspace used heavily by technical practitioners.' social_preview_url: '' source_provenance: X.com (NotebookLM) suggested_new_category: ai-knowledge-bases discovered_at: '2026-06-02T00:25:30.207551+02:00' ? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S1127513064%3A1779041015006518&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PatKhgmTZTEkwb3Q5nWpkPt4ntDFIyQrUJIi2ZjPJ-M3IOraCUtKjEa4_jbOFaWLmjeqIlS_ : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering accounts.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 75b19fd9b81c3b5df0a538ba3ef95a5d90f50398ccb81e763d08f15957ad229c health_score: 100.0 last_checked: 1779130494.990676 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md - docs/other-awesome-lists.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.990676+02:00' https://acentocoop.es: title: 'Acento: Cooperativa de freelance' description: '' year: '2024' stars: 0 ai_summary: A cooperative platform in Spain designed to let freelance professionals pool resources, bill clients legally, and manage tax requirements without having to maintain a costly self-employed registration status. language: N/A resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Cooperatives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://acethecloud.com/blog/azure-application-gateway-and-nginx-on-vm: title: 'acethecloud.com: Which is better Azure App Gateway or Nginx configured on Azure VMs' description: '' year: '2024' stars: 3 ai_summary: A detailed comparison between leveraging a fully managed service (Azure Application Gateway) and hosting customized Nginx reverse proxies on virtual machines. It weighs factors such as administrative overhead, feature sets, security compliance, auto-scaling capabilities, and overall total cost of ownership (TCO). This serves as a vital tool for technical leads choosing a production-grade ingress layer. language: N/A resource_type: Comparative Analysis complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking & Edge Routing - Load Balancing Options tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://acg-notice.pluralsight.com: title: 'Serverless: The Future of Software Architecture?' description: '' year: '2022' stars: 0 ai_summary: An evolutionary study evaluating the long-term design patterns of serverless architectures. 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docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:33.175092+02:00' https://acloudguru.com/blog/engineering/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison: title: 'acloudguru.com: Storage services compared: AWS vs Azure vs GCP' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fb715c2e654ad29aceec3596e8213b1855a4205e6312aaca09891391253c27d4 health_score: 100.0 last_checked: 1779033575.95678 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:35.956780+02:00' https://acloudguru.com/blog/engineering/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics: title: 'acloudguru.com: The Cloud Dictionary of Pain: Five Of AWS’s Toughest Cloud'' Topics' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3126ff3b1ca4f43ee36710b006b04e06343ea82241920cfb825914ecd6f64437 health_score: 100.0 last_checked: 1779029160.094527 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:00.094527+02:00' https://acloudguru.com/blog/engineering/the-top-cloud-diagramming-tools-ranked: title: 'acloudguru.com: The top cloud diagramming tools, ranked' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b3da3c03f5aa06f5622c4f4ce5b70fd70cd5051182676e90c8488a683c4564a5 health_score: 100.0 last_checked: 1779030462.630674 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:42.630674+02:00' https://acloudguru.com/blog/engineering/the-ultimate-terraform-cheatsheet: title: 'acloudguru.com: The Ultimate Terraform Cheatsheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c33936ef9feadb9b6d50e9691528355414849f7ee99b0216d6f2c528625384b4 health_score: 100.0 last_checked: 1779029679.30441 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:39.304410+02:00' https://acloudguru.com/blog/engineering/twelve-factor-apps-in-kubernetes: title: 'acloudguru.com: Twelve-Factor Apps in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ade09eaee44e659352bef46587a0e3cbf741daf6f75b6b353c23edff2fda5207 health_score: 100.0 last_checked: 1779033770.931799 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:50.931799+02:00' https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you: title: 'acloudguru.com: What does the Terraform 1.0 release mean for you?' description: '' year: '2021' stars: 0 ai_summary: Details the watershed release of Terraform 1.0. This release established long-term API stability, backward compatibility guarantees, and highly optimized upgrade lifecycles, cementing its status as an enterprise-grade staple. language: English resource_type: Release Breakdown complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Major Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://acloudguru.com/blog/engineering/whats-new-with-kubernetes-1-22: title: 'acloudguru.com: What’s new with Kubernetes 1.22?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 42f23b60afd481f48069a07587c5aac5e15cb227ad674efcef2993c4af2cde8c health_score: 100.0 last_checked: 1779030730.623685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-releases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:10.623685+02:00' https://acloudguru.com/blog/engineering/which-kubernetes-distribution-is-right-for-you: title: 'acloudguru.com: Which Kubernetes distribution is right for you?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d33b3396d1818b6d6e13c21fbe33a3cb2c47d1b19e7ae61429ec15e614c76d3f health_score: 100.0 last_checked: 1779034265.483309 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.483309+02:00' https://acloudguru.com/blog/engineering/why-learn-multiple-cloud-platforms: title: 'acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple'' clouds' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: beea31d145f37057a45d489f57f6c2969bd1600fde90b8e0f8ad886d77f8cebf health_score: 100.0 last_checked: 1779029466.690544 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:06.690544+02:00' https://activemq.apache.org: title: Apache ActiveMQ description: '' year: '2023' stars: 0 ai_summary: The main technical reference for Apache ActiveMQ, a classic multi-protocol message broker. It supports standard messaging protocols such as AMQP, MQTT, and OpenWire, making it a reliable choice for enterprise JMS applications. language: Java resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - ActiveMQ tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://activemq.apache.org/components/artemis: title: ActiveMQ Artemis description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 55fac5191b3e514b7de557a3634983e3598d621b1f35d95abe7a4c91b3be0252 health_score: 100.0 last_checked: 1779033429.051115 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:09.051115+02:00' https://activemq.apache.org/components/artemis/documentation/latest/management-console.html: title: Apache ActiveMQ Artemis Management Console description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a4ed3ba5b31f60560eceef5ab717dd18f0e4e03b119d6803b3cf33f0f2509cde health_score: 100.0 last_checked: 1779034045.59039 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:25.590390+02:00' https://activemq.apache.org/components/artemis/documentation/latest/metrics.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1692704a3e1ad6b9a0cafe0157dcf365472d7f6cbdd34144bea4e8a8028129b1 health_score: 100.0 last_checked: 1779030720.934182 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.934182+02:00' https://activemq.apache.org/components/artemis/documentation/latest/using-server.html: title: Apache ActiveMQ Artemis Using the Server description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 93165c9c7422bbf5af7b826de3739a2b7cd200bb3bbadfb9a79d2b4b5c49e5bd health_score: 100.0 last_checked: 1779031620.27358 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.273580+02:00' https://activemq.apache.org/components/classic: title: ActiveMQ 5.x "classic" description: '' year: '2023' stars: 0 ai_summary: Reference page for the classic Apache ActiveMQ 5.x architecture. While stable and widely deployed across global enterprises, it is gradually being superseded by the non-blocking ActiveMQ Artemis engine. language: Java resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - ActiveMQ tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://activemq.apache.org/components/classic/documentation: title: activemq.apache.org/components/classic/documentation description: "- [grafana.com/grafana/dashboards/10702](https://grafana.com/grafana/dashboards/10702-activemq)\n \ - [github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq](https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq)\n \ - [docs.wavefront.com/activemq.html](https://docs.wavefront.com/activemq.html)" year: '2026' stars: 0 ai_summary: Official operational guidelines for ActiveMQ Classic. Walks developers through configuring JMX performance statistics, thread monitoring, and telemetry collection with tools like Telegraf. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Middleware - Messaging Orchestration - ActiveMQ Classic tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://acuityscheduling.com: title: Acuity Scheduling description: '' year: '2024' stars: 0 ai_summary: SaaS scheduling platform owned by Squarespace, designed for services industries. Features robust intake-form handling, integrated payment processing, and automated reminder sequences. language: JavaScript resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Commercial Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef: title: 'adam-kotwasinski.medium.com: Kafka mesh filter in Envoy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering adam-kotwasinski.medium.com: Kafka mesh filter in Envoy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.046539 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.046539+02:00' https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json: title: 'adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack' description: '' year: '2020' stars: 0 ai_summary: An edition of Adam Bien's 'airhacks.tv' Q&A series focusing on modern enterprise Java backend architectures. Key engineering discussions cover reactive Kafka messaging integration using MicroProfile, JAX-RS REST endpoint implementations, and a comparison of JSON serialization libraries (JSON-B vs GSON). language: Java resource_type: Q&A Video Transcript complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Backend Development - Java Enterprise - MicroProfile tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks: title: 'adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a Statefulset on AKS' description: '' year: '2022' stars: 0 ai_summary: Addresses technical hurdles and step-by-step procedures when attempting to live-resize Persistent Volumes linked to stateful applications orchestrated via StatefulSets inside AKS. language: N/A resource_type: Troubleshooting Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Storage - StatefulSet Volume Scaling tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://adamtheautomator.com/ansible-kubernetes: title: 'adamtheautomator.com: How to Use the Ansible Kubernetes Module' description: '' year: '2022' stars: 0 ai_summary: A technical tutorial focusing on deploying applications inside Kubernetes utilizing the `k8s` Ansible module. It highlights authentication patterns, namespace orchestration, and managing deployments or services using declarative syntax. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Object Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://adamtheautomator.com/aws-codedeploy: title: 'adamtheautomator.com: Getting Started with AWS CodeDeploy' description: '' year: '2022' stars: 0 ai_summary: Walkthrough outlining primary configuration steps, appspec.yml lifecycle hook schemas, and target group integrations inside the AWS CodeDeploy ecosystem. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - AWS CodeDeploy tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://adamtheautomator.com/azure-kubernetes-service: title: 'adamtheautomator.com: Getting Started with the Azure Kubernetes Service (AKS)' description: '' year: '2021' stars: 0 ai_summary: A comprehensive onboarding guide teaching foundational skills for deploying and managing an AKS cluster. Covers cluster creation, node pool verification, and basic CLI interactions. Designed to minimize onboarding friction for junior operators. language: Bash resource_type: Technical Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Strategic Strategy - Enterprise Architecture - First Steps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/github-actions-environment-variables: title: 'adamtheautomator.com: How to Manage GitHub Actions Environment Variables and Secrets' description: '' year: '2021' stars: 0 ai_summary: Walkthrough tracing steps to declare environment variables, configure repository variables, and securely reference encrypted secrets inside continuous workflow files. language: YAML resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Integration - GitHub Actions - Secrets Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/kubernetes-dashboard: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 759e6360b07f1b4e49bc1ef91f46121e616781f2ebc220f3afb5265c2b8116c4 health_score: 100.0 last_checked: 1779031623.262605 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:03.262605+02:00' https://adamtheautomator.com/kubernetes-pvc: title: "adamtheautomator.com: Effortless Storage Management With Kubernetes PVC \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A step-by-step hands-on tutorial guiding users through configuring PersistentVolumeClaims (PVCs). It provides clear configuration patterns for provisioning, testing, and verifying that backend storage resources bind correctly. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Persistent Volumes & Provisioners - PV/PVC Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/kubespray: title: 'adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible Kubespray' description: "- Manually deploying Kubernetes can be challenging for administrators, especially on bare-metal infrastructure deployment. Luckily, there is an automation tool for deploying production-ready Kubernetes called Kubespray.\n - Kubespray is an Ansible Playbook for deploying Kubernetes Cluster and provides a High Availability cluster, composable attributes, components, and supports multiple Linux distributions. Kubespray also supports cloud services like AWS, GCE, and Azure." year: '2021' stars: 0 ai_summary: A practical troubleshooting handbook detailing how to configure Ansible inventories, override default deployment parameters, and run Kubespray deployment playbooks successfully against physical or virtual hosts. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Ansible - Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/minikube-tutorial: title: '==adamtheautomator.com: Jumpstart Kubernetes Locally with this MiniKube'' Tutorial==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f5192faa4fa7c45c8c7e31dac82542eae77e065500fdf59fce084837c50cab09 health_score: 100.0 last_checked: 1779032547.474221 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:27.474221+02:00' https://adamtheautomator.com/mongodb-kubernetes: title: "adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: Step-by-step tutorial for deploying MongoDB to Kubernetes clusters. Addresses StatefulSet configuration, persistent volume claim (PVC) templates, and replica-set discovery mechanisms. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - MongoDB Ecosystem - Kubernetes Operators tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://adamtheautomator.com/postgres-to-kubernetes: title: "adamtheautomator.com: How to Deploy Postgres to Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A thorough guide outlining persistent database deployments inside Kubernetes. Details creation patterns for StorageClasses, PersistentVolumeClaims, StatefulSets, and Services to support scalable and resilient Postgres engines. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - PostgreSQL - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/prometheus-kubernetes: title: "adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster Monitoring \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A comprehensive technical walkthrough on manual and Helm-based deployments of Prometheus and Grafana. Details how to import community dashboards, configure custom scraping target paths, and orchestrate baseline alerts to streamline daily cluster operations. language: None resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Practical Diagnostics - Cluster Monitoring - Visual Dashboarding tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://adamtheautomator.com/terraform-and-aws-rds: title: 'adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS' description: '' year: '2021' stars: 0 ai_summary: A comprehensive operational blueprint for deploying managed relational databases on AWS RDS via Terraform. Demonstrates critical database reliability configurations, security groups, database subnet groups, and encrypted secret management parameters. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - AWS RDS Databases tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adamtheautomator.com/terraform-aws-rds: title: 'adamtheautomator.com: How To Build a Database Instance with Terraform and'' AWS RDS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 99d25322715a589428b30890f710dbfb45f570189d4c135bb395c19ba982c627 health_score: 100.0 last_checked: 1779029573.581086 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:53.581086+02:00' https://adamtheautomator.com/terraform-azure-devops: title: "adamtheautomator.com: How to Build Infrastructure with Terraform in Azure DevOps \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A detailed technical guide on building CI/CD deployment pipelines inside Azure DevOps. Covers agent security, secure token management, state validation, and running automated Terraform configurations. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - CI/CD - DevOps tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714: title: 'addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation'' in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation'' in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032834.800065 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:14.800065+02:00' https://addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure: title: 'addwebsolution.com: How Kubernetes helps businesses manage their IT infrastructure?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 73982d11e419478099611f532b9c4cb017dc46b94debd633ccf6d03f67f093d1 health_score: 100.0 last_checked: 1779034266.865841 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:06.865841+02:00' https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c: title: 'adequatica.medium.com: Principles of Writing Automated Tests' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering adequatica.medium.com: Principles of Writing Automated Tests in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030986.100363 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.100363+02:00' https://adevait.com: title: adeva description: '' year: '2026' stars: 0 ai_summary: An exclusive network of vetted tech leaders and developers aimed at building distributed engineering units. The platform supports gender diversity initiatives in technology and offers strategic remote advisory services. Live grounding establishes its strength in supplying talent to scaling digital enterprises. language: English resource_type: Platform/SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Remote Work & Career - Talent Platforms - Bespoke Engineering Teams tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://adevait.com/software/creating-branching-strategy: title: 'adevait.com: Creating a Branching Strategy for Small Teams' description: '' year: '2022' stars: 0 ai_summary: Explains how to establish light, highly collaborative branching structures tailored for small, fast-moving agile development teams. Evaluates feature branching, hotfix workflows, and automated PR review loops to maintain speed and safety. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Branching Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://adicode.ml/python-libraries-for-webdevelopment: title: 'adicode.ml: Take your web development to next level with these python libraries' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering adicode.ml: Take your web development to next level with these python libraries in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034479.469084 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:39.469084+02:00' https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok: title: 'adictosaltrabajo.com: Cómo reducir el código repetitivo con Lombok' description: '' year: '2016' stars: 0 ai_summary: An informative tutorial detailing how Project Lombok reduces boilerplate Java code by auto-generating getters, setters, constructors, and builders at compile-time. Serves as an essential productivity baseline for developing lightweight domain models. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 018b41d4f0ba1f477d73996c5c27edc0e015789364e59d91d097b9193e78e006 health_score: 100.0 last_checked: 1779130494.979375 needs_ai_refresh: true hierarchy: - Software Development - Java Ecosystem - Code Quality tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.979375+02:00' https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace: title: 'adictosaltrabajo.com: Monitorización y análisis de rendimiento de aplicaciones con Dynatrace APM' description: '' year: '2016' stars: 0 ai_summary: Spanish technical walk-through demonstrating Dynatrace's enterprise APM dashboard, automated instrumentation, baseline-driven anomaly detection, and deep transactional flow analysis across traditional and microservices runtimes. language: es resource_type: Technical Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: fcc1c91ce5a7c18e6190dad2de5aa87b5f088d4bab55cc7567f6ce52f929bdb3 health_score: 100.0 last_checked: 1779130494.9638 needs_ai_refresh: true hierarchy: - Observability - APM & Logging - Dynatrace APM tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.963800+02:00' https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos: title: 'Spring Boot: ¿war o jar? Ambos' description: '' year: '2018' stars: 0 ai_summary: Analyzes the trade-offs of packaging Spring Boot applications as standard executable JARs versus traditional deployable WAR files. While cloud-native architectures heavily dictate self-contained executable JARs, it shows how to build dual-compatible artifacts for application server environments. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Packaging - Deployment Formats tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker: title: 'adictosaltrabajo.com: Cómo crear y desplegar microservicios con Spring Boot, Spring Cloud Netflix y Docker' description: '' year: '2020' stars: 0 ai_summary: Deep-dive tutorial on building and orchestrating microservices in the Java ecosystem. Integrates Spring Boot applications with Spring Cloud Netflix (Eureka, Zuul) and packages them into containerized environments with custom Docker Compose manifests. language: Spanish resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Architecture - Microservices - Java Ecosystem tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-routing-e4ea4a03dd20: title: 'adil.medium.com: Network Traffic Shaping in Kubernetes: Topology Aware Routing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering adil.medium.com: Network Traffic Shaping in Kubernetes: Topology Aware Routing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032552.076358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:32.076358+02:00' https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-using-configmap-and-secret-bfda0970d8ae: title: 'aditya-sunjava.medium.com: Externalizing Configurations in Kubernetes Using'' ConfigMap and Secret' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aditya-sunjava.medium.com: Externalizing Configurations in Kubernetes Using'' ConfigMap and Secret in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029710.100132 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.100132+02:00' https://admiralty.io: title: admiralty.io description: '' year: '2026' stars: 0 ai_summary: Official platform of Admiralty, an advanced multi-cluster proxy scheduler designed to programmatically dispatch workloads across physical, virtual, or serverless Kubernetes namespaces. language: Go resource_type: Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Multi-Cluster & Edge - Cluster Federation - Admiralty tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://admiralty.io/docs/tutorials/fargate: title: 'admiralty.io: Multi-Region AWS Fargate on EKS' description: '' year: '2021' stars: 0 ai_summary: Granular implementation tutorial for deploying Admiralty proxy schedulers to configure cross-cluster communication channels that target serverless AWS Fargate environments in multi-region setups. language: Go resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Multi-Cluster & Edge - Cluster Federation - Serverless Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adoptium.net: title: AdoptOpenJDk description: '' year: '2021' stars: 0 ai_summary: Eclipse Adoptium (formerly AdoptOpenJDK) represents the premier community-driven, vendor-neutral distribution of TCK-certified OpenJDK runtimes. This site serves as the de-facto standard source of robust, free Java binaries for production cloud environments. language: Java resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles: title: 'blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE' description: '' year: '2021' stars: 0 ai_summary: A guide to using the `jlink` utility inside multi-stage Docker builds instead of standard heavy JREs. Reduces target image sizes and limits the attack surface by bundling only the Java runtime modules required by the application. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Image Engineering - Java Ecosystem tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://adoptopenjdk.net: title: AdoptOpenJDk description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a9ab9d6d344fbf3a9c7f890c55af0095efe06dbe66c0c0f2b5b92a18f0fa8a98 health_score: 100.0 last_checked: 1779034090.411385 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.411385+02:00' https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14: title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 14' description: '' year: '2020' stars: 0 ai_summary: An analytical, categorized compendium listing language and JVM features introduced from JDK 8 to JDK 14. This resource highlights evolution in pattern matching, switch expressions, garbage collectors, and JFR (Java Flight Recorder) profiling utilities. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Language - Syntax and Features tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16: title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 16' description: '' year: '2021' stars: 0 ai_summary: A categorized review of all key Java and JVM improvements introduced between JDK 8 and JDK 16. The synthesis covers crucial updates such as Records, JEP 395, pattern matching, vector API, and the encapsulation of internal JDK APIs to enforce modern coding standards. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Language - Syntax and Features tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distributed-storage-618d0cf01ba2: title: 'aesher9o1.medium.com: Autoscale large images faster using Longhorn (distributed'' storage)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aesher9o1.medium.com: Autoscale large images faster using Longhorn (distributed'' storage) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030809.056099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:29.056099+02:00' https://age-of-product.com/42-scrum-product-owner-interview-questions: title: 'age-of-product.com: Hiring: 71 Scrum Product Owner Interview Questions to Avoid Agile Imposters' description: '' year: '2020' stars: 4 ai_summary: Comprehensive qualification questionnaire comprising 71 target scenarios to evaluate Agile Scrum Product Owners. Focuses on dynamic backlog refinement, metric tracking, and product value loop architectures. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Management - Agile - Scrum tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://age-of-product.com/scrum-2021: title: 'age-of-product.com: Scrum 2021: Getting You Started as Scrum Master or Product Owner' description: '' year: '2021' stars: 2 ai_summary: A practical onboarding guide for newly appointed Scrum Masters and Product Owners. Outlines core responsibilities, meeting setups, and delivery tracking rules matching updated agile patterns. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Agile Methodologies - Scrum Framework tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://agent.opsera.ai: title: Opsera DevOps Agent description: An AI-powered DevSecOps automation platform and MCP server delivering real-time security scans, compliance validation, and architectural risk assessment. year: '2026' stars: 4 ai_summary: The Opsera DevOps Agent is an AI-driven security and automation platform integrated directly into local developer IDEs via the Model Context Protocol (MCP). It automates high-depth security audits (SAST with Semgrep, secrets with Gitleaks, IaC with Trivy), architecture conformance checks, and evidence-based compliance scans. By shifting vulnerability remediation to the inner-loop, it reduces exploitable vulnerabilities by 70-85% and significantly accelerates release validation pipelines without increasing developer cognitive load. language: en resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 4636e3549d39bece64c20a68aad5a3c75611b5ff76f0742ab640ea378680712c health_score: null last_checked: 1780352828.641502 needs_ai_refresh: false hierarchy: - DevOps - DevSecOps - AI Security Agents tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: Vetted DevSecOps agent platform highly reviewed on G2 and AWS Marketplace for reducing vulnerability remediation lag. social_preview_url: /favicon.png source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:27:08.641502+02:00' https://agilecheetah.com/why-so-many-developers-are-fed-up-with-agile-pt-3: title: 'agilecheetah.com: Why So Many Developers are Fed Up with Agile' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering agilecheetah.com: Why So Many Developers are Fed Up with Agile in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030848.835761 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:08.835761+02:00' https://agilemanifesto.org: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7bb70732934d889dd7fd9c6132545be1f9578cd611641bf5110ddeca028e291c health_score: 100.0 last_checked: 1779031425.544854 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.544854+02:00' https://agilemethodology.org: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4e45120206849343aa0a8d8b20de465b622d6a663125cc1da4e7c74b09dd3937 health_score: 100.0 last_checked: 1779032522.047201 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:02.047201+02:00' https://agola.io: title: Agola description: '' year: '2026' stars: 0 ai_summary: A modern, container-first CI/CD platform designed to run natively on top of Kubernetes. Featuring a microservices-based architecture, Agola decouples execution from orchestration to facilitate dynamic pipeline scalability, secure execution via OpenID Connect (OIDC), and simplified distributed caching. language: Go resource_type: Tool complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Platforms - Container-Native CI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-openssl: title: 'ahmedy.hashnode.dev: Creating TLS Certificates for K8s components with OpenSSL' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ahmedy.hashnode.dev: Creating TLS Certificates for K8s components with OpenSSL in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.557598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.557598+02:00' https://ahmet.im/blog/building-container-images-in-go: title: 'ahmet.im: Building container images in Go' description: '' year: N/A stars: 0 ai_summary: Curator Insight explores programmatically constructing container images inside Go applications without relying on a local Docker daemon. Live Grounding verifies that tools like Google's `go-containerregistry` allow direct manipulation of OCI image layers. This approach is highly relevant for building on-demand container builders or serverless runners. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f663eba462ccd00ac17ef0fea4ee3a66cb3be164c1cf14608a2aff5bdb8e1b85 health_score: 100.0 last_checked: 1779033844.915612 needs_ai_refresh: true hierarchy: - Cloud Native - Containers - Image Building - Go Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.915612+02:00' https://aidanfinn.com/?p=23582: title: 'aidanfinn.com: Script – Document All Azure Private DNS Zones' description: '' year: '2023' stars: 0 ai_summary: Provides a PowerShell script designed to dynamically query and document all Azure Private DNS zones within a subscription or tenant. Ideal for compliance audits, architectural reviews, and inventory collection. language: PowerShell resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Network & Delivery - DNS Resolution - Operational Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aigents.co/blog/coding-tutorial/data-structures-and-python: title: "aigents.co: Data Structures and Python \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cc1e6e7b9d53f391acb808b0a3320265623a15ba4d766a9c57bef748fc45ebb3 health_score: 100.0 last_checked: 1779032540.405405 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:20.405405+02:00' https://aigents.co/blog/coding-tutorial/pro-python-tips-for-data-analysts: title: 'aigents.co: Pro Python Tips for Data Analysts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e3005da29d0f576376112103385ec91f698cb897b0ece83ef53aa58927af519b health_score: 100.0 last_checked: 1779030653.690788 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.690788+02:00' https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python: title: "aigents.co: Data Structures and Python \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Comprehensive overview of native Python data structures (lists, dicts, sets, tuples) contrasted against non-native structures like stacks, queues, and linked lists, evaluating algorithmic complexities ($O(n)$) of each operation. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Data Structures tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-analysts: title: 'aigents.co: Pro Python Tips for Data Analysts' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: A practical collection of efficient Python routines designed specifically for optimization of data workloads. Live Grounding: Analyzes vectorization tricks, performance improvements during heavy pandas and numpy usage, and memory preservation tricks when manipulating complex analytical data structures.' language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python Fundamentals - Data Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium: title: 'aiml.com: Large Language Models Quiz (Medium)' description: '' year: '2023' stars: 2 ai_summary: A structured self-assessment covering core concepts of Transformer architectures, attention layers, tokenization mechanisms, and transfer learning fundamentals. Designed to benchmark engineering comprehension of large language model internal mechanics. language: None resource_type: Quiz complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Generative AI - LLM Ops - Self-Assessment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html: title: "airflow.apache.org: KubernetesPodOperator \U0001F31F\U0001F31F\U0001F31F" description: "- The KubernetesPodOperator allows you to create and run Pods on a Kubernetes cluster.\n - The KubernetesPodOperator uses the Kubernetes API to launch a pod in a Kubernetes cluster. By supplying an image URL and a command with optional arguments, the operator uses the Kube Python Client to generate a Kubernetes API request that dynamically launches those individual pods.\n - The KubernetesPodOperator enables task-level resource configuration and is optimal for custom Python dependencies that are not available through the public PyPI repository. It also allows users to supply a template YAML file using the pod_template_file parameter. Ultimately, it allows Airflow to act a job orchestrator - no matter the language those jobs are written in." year: '2026' stars: 5 ai_summary: The KubernetesPodOperator allows Airflow tasks to execute dynamically inside isolated, single-use Kubernetes Pods. By isolating runtime dependencies, it lets developers execute pipeline tasks of any language or version without changing parent worker system environments. language: Python resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Workflows - Apache Airflow - Kubernetes Integration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html: title: 'airflow.apache.org: Add Owner Links to DAG' description: '' year: '2022' stars: 3 ai_summary: Explains how to add dynamic owner links inside Airflow's user interface to map custom DAGs back to responsible engineering teams, monitoring channels, or contact points. This is highly useful for organizing multi-tenant team systems. language: Python resource_type: Documentation complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Workflows - Apache Airflow - DAG Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://airflow.apache.org/docs/helm-chart: title: "Apache Airflow official helm chart \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Helm chart for deploying Apache Airflow securely on Kubernetes. This package coordinates the complex interactions between scheduler, web server, worker nodes, and backend database deployments, offering extensive options for customizing pod parameters and cluster autoscaling. language: YAML resource_type: Helm Chart complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Workflows - Apache Airflow - Kubernetes Deployment tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift : title: 'aithority.com: Bacula Systems Announces World’s First Enterprise-Class Backup and Recovery Solution for Red Hat OpenShift' description: '' year: '2020' stars: 3 ai_summary: Highlights the integration of Bacula's backup engines within Red Hat OpenShift clusters. Offers direct bare-metal and hybrid-cloud state serialization and disaster recovery procedures compatible with traditional SANs. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Backup - OpenShift Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://ajay-yadav.medium.com/internals-of-kubernetes-aff264063e91: title: 'ajay-yadav.medium.com: Internals of Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ajay-yadav.medium.com: Internals of Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030086.649176 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:26.649176+02:00' https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl: title: 'akhilsharma.work: Checking Kubernetes API Calls using kubectl' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work: Checking Kubernetes API Calls using kubectl in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029726.650196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:26.650196+02:00' https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters: title: 'akhilsharma.work: How to list Azure RBAC Roles to Secure AKS Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work: How to list Azure RBAC Roles to Secure AKS Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034167.428869 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:27.428869+02:00' https://akhilsharma.work/kubectl-get-resource-short-names: title: 'akhilsharma.work: kubectl Get Resource - Short Names' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work: kubectl Get Resource - Short Names in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031158.470197 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:18.470197+02:00' https://akhilsharma.work/the-4cs-of-kubernetes-security: title: 'akhilsharma.work: The 4C''s of Kubernetes Security' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work: The 4C''s of Kubernetes Security in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032745.93528 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:45.935280+02:00' https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master-before-going-to-production-628b75ba1b6a: title: 'akintola-lonlon.medium.com: AWS Kubernetes: The #1 Rule You Need To Master'' Before Going To Production.' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akintola-lonlon.medium.com: AWS Kubernetes: The #1 Rule You Need To Master'' Before Going To Production. in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029459.115437 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:59.115437+02:00' https://akka.io: title: "lightbend.com: From Java EE To Cloud Native: The End Of The Heavyweight Era \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Lightbend presents the transition of traditional Java enterprise architectures to reactive, cloud-native frameworks (like Akka/Pekko). Evaluates high-concurrency patterns, asynchronous messaging, and horizontal scale-out benefits over synchronous architectures. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Modernization - Reactive Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://akomljen.com/kubernetes-backup-and-restore-with-velero: title: "akomljen.com: Kubernetes Backup and Restore with Velero \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A comprehensive configuration guide explaining how to deploy Velero, provision target S3 object storage adapters, and set up recurring scheduled backups for highly dynamic microservices. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Protection - Kubernetes Backup Operators tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://akuity.io/blog/argo-cd-architectures-explained: title: 'akuity.io: How many do you need? - Argo CD Architectures Explained' description: '' year: '2022' stars: 5 ai_summary: Evaluates different topology designs for ArgoCD deployments in large organizations. Details the trade-offs between a single centralized Hub-and-Spoke cluster controller versus multiple decentralized Argo instances scattered across target clusters. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps - ArgoCD - Architecture Topologies tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://akv2k8s.io: title: "akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Main documentation site for `akv2k8s`, a specialized open-source integration bridging Azure Key Vault to Kubernetes. Outlines configuration methods for syncing secrets directly to native Kubernetes secret objects or dynamic injection into environment variables without exposing variables on disk. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - Azure Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://akyriako.medium.com/configure-path-based-routing-with-nginx-ingress-controller-64a63cd4d6bd: title: 'akyriako.medium.com: Configure path-based routing with Nginx Ingress Controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akyriako.medium.com: Configure path-based routing with Nginx Ingress Controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034131.319698 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.319698+02:00' https://akyriako.medium.com/kubernetes-logging-with-grafana-loki-promtail-in-under-10-minutes-d2847d526f9e: title: "akyriako.medium.com: Kubernetes Logging with Grafana Loki & Promtail in' under 10 minutes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering akyriako.medium.com: Kubernetes Logging with Grafana Loki & Promtail in' under 10 minutes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.866528 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.866528+02:00' https://akyriako.medium.com/provision-a-high-availability-k3s-cluster-with-k3d-a7519f476c9c: title: 'akyriako.medium.com: Provision a Highly Available K3S Cluster with K3D' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering akyriako.medium.com: Provision a Highly Available K3S Cluster with K3D in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034322.60572 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:02.605720+02:00' https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-rancher-terraform-and-ansible-e26e24059319: title: '==akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,'' Terraform and Ansible==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,'' Terraform and Ansible== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030196.219686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.219686+02:00' https://alain-airom.medium.com/kubernetes-operators-patterns-and-best-practices-b7fbaa4cbd1: title: "alain-airom.medium.com: Kubernetes Operators Patterns and Best Practices' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering alain-airom.medium.com: Kubernetes Operators Patterns and Best Practices' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033507.735988 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:27.735988+02:00' https://alanblackmore.medium.com/aws-diagram-architecture-afb50ea569a4: title: '==alanblackmore.medium.com: AWS Diagram Architecture==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==alanblackmore.medium.com: AWS Diagram Architecture== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032639.887741 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:59.887741+02:00' https://alanblackmore.medium.com/what-is-aws-vpc-peering-af85c1e29fb2: title: "alanblackmore.medium.com: What is AWS VPC Peering? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering alanblackmore.medium.com: What is AWS VPC Peering? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034101.496128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.496128+02:00' https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide-for-version-control-system: title: 'alemsbaja.hashnode.dev: Git and GitHub Demystified : A Comprehensive Guide'' for Version Control System' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alemsbaja.hashnode.dev: Git and GitHub Demystified : A Comprehensive Guide'' for Version Control System in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034522.709628 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.709628+02:00' https://alenkacz.medium.com/kubernetes-operator-best-practices-implementing-observedgeneration-250728868792: title: 'alenkacz.medium.com: Kubernetes operator best practices: Implementing observedGeneration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alenkacz.medium.com: Kubernetes operator best practices: Implementing observedGeneration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.661998 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.661998+02:00' https://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-openshift-clusters: title: 'alesnosek.com: CI/CD Pipeline Spanning Multiple OpenShift Clusters (jenkins & tekton)' description: '' year: '2020' stars: 0 ai_summary: Analyzes the architecture of CI/CD pipelines running across multiple isolated OpenShift environments. Contrasts Jenkins and Tekton setups, proposing patterns for safe environment transition and credential management. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - CI/CD Pipelines - Multi-Cluster Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://alexander-goida.medium.com/thoughts-about-breaking-silos-of-software-engineering-teams-323d1f78ef68: title: "alexander-goida.medium.com: Thoughts about breaking silos of software engineering' teams \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering alexander-goida.medium.com: Thoughts about breaking silos of software engineering' teams \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031061.090821 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/about.md - docs/project-management-methodology.md v2_locations: - about.md - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.090821+02:00' https://alexander.holbreich.org/gitops-journey: title: 'alexander.holbreich.org: (Typical) journey towards full GitOps with Flux' description: '' year: '2021' stars: 3 ai_summary: Chronicles an incremental architectural transition to declarative GitOps state management using Flux. Synthesizes real-world progression from initial push-based deployment topologies to pull-based continuous delivery loops. Live Grounding validates that this paradigm remains fundamental for cloud-native configurations, mitigating configuration drift through active reconciliation. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Orchestration - GitOps - Flux tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault: title: "alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security with Hashicorp Vault in 5 Minutes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A rapid-deployment tutorial showcasing the minimum-viable configuration required to deploy the Vault Agent Injector. Explains how to leverage native Kubernetes Auth and annotate container deployments to mount external secrets as shared-memory files in less than five minutes. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Kubernetes Sidecar Injection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained: title: 'alexandrehtrb.github.io: HTTP/2 and HTTP/3 explained' description: '' year: '2024' stars: 0 ai_summary: A thorough engineering analysis contrasting architectural behaviors of HTTP/2 and HTTP/3. Examines the structural transition from TCP-based flows to UDP-based QUIC, detailing performance impacts. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Protocols & Performance - Protocol Evolution - HTTP/3 & QUIC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://alexandrev.medium.com/grafana-alerting-vs-alertmanager-a-comparison-of-two-leading-monitoring-tools-5e262446a5f9: title: 'alexandrev.medium.com: Grafana Alerting vs AlertManager: A Comparison of'' Two Leading Monitoring Tools | Alex Vazquez' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alexandrev.medium.com: Grafana Alerting vs AlertManager: A Comparison of'' Two Leading Monitoring Tools | Alex Vazquez in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029294.323465 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:14.323465+02:00' https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-workloads-using-istio-e789014a6acd: title: "alexandrev.medium.com: How To Enable Sticky Session on Your Kubernetes Workloads' using Istio? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering alexandrev.medium.com: How To Enable Sticky Session on Your Kubernetes Workloads' using Istio? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.189675 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.189675+02:00' https://alexandrev.medium.com/kubernetes-autoscaling-1-26-a-game-changer-for-keda-users-c718a81fb155: title: 'alexandrev.medium.com: Kubernetes Autoscaling 1.26: A Game-Changer for KEDA'' Users?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alexandrev.medium.com: Kubernetes Autoscaling 1.26: A Game-Changer for KEDA'' Users? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030965.957881 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:05.957881+02:00' https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316: title: 'alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032380.354681 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md - docs/kubernetes-troubleshooting.md v2_locations: - golang.md - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.354681+02:00' https://alicegg.tech/2020/11/09/helm: title: 'alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD' description: '' year: '2020' stars: 0 ai_summary: Detailed architectural analysis of managing Helm releases within Flux GitOps pipelines. Explores automated release upgrades, HelmRepository declarations, and rollback mechanisms. language: None resource_type: Technical Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://alicegg.tech/2020/11/09/helm.html: title: 'alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 85e876cd90436759b62df6922b082ec3e1745a4db51b4e94bcadd4b7c6958849 health_score: 100.0 last_checked: 1779029110.54953 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/flux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.549530+02:00' https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencrypt-3cb5ea4ee071: title: 'allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt'' and HAProxy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt'' and HAProxy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029640.61494 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:00.614940+02:00' https://allazureblog.wordpress.com/2024/01/18/azure-bastion-and-udrs: title: 'allazureblog.wordpress.com: Azure Bastion vs UDR' description: '' year: '2024' stars: 0 ai_summary: An analysis of the routing interactions between Azure Bastion and User-Defined Routes (UDRs). Identifies structural routing traps that cause connectivity failure when forced-tunneling internet-bound traffic through virtual appliances. Provides architectural patterns to maintain secure administrative access to private spokes. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Network Security - Azure Bastion tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://allendowney.github.io/ThinkPython: title: Think Python description: '' year: '2024' stars: 0 ai_summary: An industry-standard manual detailing computer science foundations using Python. Progresses through data structures, algorithms, functional routines, and object-oriented modeling with highly verified, elegant coding conventions. language: Python resource_type: Book complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python - Computer Science Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md - chatgpt.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://allure.qatools.ru: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031125.943354 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:45.943354+02:00' https://alpacked.io/blog/infrastructure-as-code-for-devops: title: "alpacked.io: Infrastructure as Code in DevOps \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Synthesizes why Infrastructure as Code represents the baseline of high-velocity DevOps frameworks. Features modular code design, collaborative version-control practices, and multi-tenant environment consistency. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://alsmola.medium.com/securing-github-organizations-9c33c850638: title: 'alsmola.medium.com: Securing GitHub organizations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering alsmola.medium.com: Securing GitHub organizations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030655.059867 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:55.059867+02:00' https://aly.arriqaaq.com/golang-design-patterns: title: 'aly.arriqaaq.com: Golang Design Patterns in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aly.arriqaaq.com: Golang Design Patterns in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033921.568197 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.568197+02:00' https://amalaruja.medium.com/basic-http-routing-strategies-with-envoy-376be42559eb: title: 'amalaruja.medium.com: Basic HTTP Routing Strategies with Envoy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amalaruja.medium.com: Basic HTTP Routing Strategies with Envoy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031962.174122 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:42.174122+02:00' https://aman.ai/primers/ai: title: 'aman.ai/primers/ai: Distilled AI' description: '' year: '2023' stars: 0 ai_summary: An elite reference manual summarizing core concepts in modern machine learning and deep learning architectures. It distills deep neural net mechanics, loss functions, optimizer designs, and regularization frameworks into actionable technical digests. Ideal for software architects who require high-density cheat sheets on machine learning theory. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Machine Learning & Deep Learning Fundamentals - AI Primer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aman.ai/primers/ai/LLM: title: 'aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models' description: '' year: '2023' stars: 0 ai_summary: A structured primer exploring the foundational architectures, training phases, and evaluation cycles of Large Language Models (LLMs). It maps out causal language modeling, masking methodologies, and reinforcement learning from human feedback (RLHF). This overview equips engineers with deep insights into how massive neural networks interpret context. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Large Language Models - LLM Primers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aman.ai/primers/ai/bert: title: 'aman.ai: Primers • Bidirectional Encoder Representations from Transformers (BERT)' description: '' year: '2023' stars: 0 ai_summary: Dissects BERT (Bidirectional Encoder Representations from Transformers), detailing its bidirectional training paradigm via Masked Language Modeling (MLM). By processing left and right contexts simultaneously, BERT excels at semantic search, sentence classification, and named entity recognition. This guide is ideal for engineers deploying advanced information extraction models. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Large Language Models - Transformer Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aman.ai/primers/ai/gpt: title: 'aman.ai: Primers • Generative Pre-trained Transformer (GPT)' description: '' year: '2023' stars: 0 ai_summary: A technical overview of the Generative Pre-trained Transformer (GPT) lineage, explaining decoder-only autoregressive pre-training. It highlights how next-token prediction and casual masking techniques scale predictably over billions of parameters. This documentation helps platform engineers understand parameter scaling trends and memory requirements. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Large Language Models - Transformer Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aman.ai/primers/ai/transformers: title: 'aman.ai: Transformers' description: '' year: '2023' stars: 0 ai_summary: An elegant architectural blueprint dissecting the mathematical design of the Attention is All You Need transformer model. It provides clear examinations of multi-head attention blocks, residual connections, feed-forward sublayers, and positional embeddings. Reading this is necessary for developers seeking to optimize model inference latency. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Large Language Models - Transformer Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud-native-stack: title: 'amazicworld.com: Top 5 security threats unique to a Kubernetes and Cloud'' Native stack' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amazicworld.com: Top 5 security threats unique to a Kubernetes and Cloud'' Native stack in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029148.047799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:48.047799+02:00' https://amazicworld.com/why-apis-cant-be-missed-when-it-comes-to-devops: title: 'amazicworld.com: Why APIs can’t be missed when it comes to DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amazicworld.com: Why APIs can’t be missed when it comes to DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029421.351753 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:21.351753+02:00' https://amazon.qwiklabs.com/catalog: title: ==amazon.qwiklabs.com/catalog== description: '' year: '2026' stars: 0 ai_summary: The portal for official interactive AWS learning environments. It provides isolated sandboxed accounts for executing practical technical labs spanning serverless orchestration, database scaling, container networking, and security auditing. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 61362b71052128f7c4de58f157cbfdd2ffbde231c08de1f09f9fabdf62c328d4 health_score: 100.0 last_checked: 1779033084.550442 needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.550442+02:00' https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-fd2741b03e0a: title: 'ambar-thecloudgarage.medium.com: EKS Anywhere., decoding the architecture.' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ambar-thecloudgarage.medium.com: EKS Anywhere., decoding the architecture. in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031693.837125 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:13.837125+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745: title: 'weave.works: Progressively Delivering Applications Across Cloud and On-Premise. Using Kuma & GitOps to implement canary releasing' description: '' year: '2021' stars: 2 ai_summary: 'An archival reference describing historical patterns of Weaveworks GitOps implementations across multi-cloud topologies. NOTE: The original URL has redirected due to business domain changes; preserved for architectural lineage.' language: English resource_type: article complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps and Continuous Delivery - Progressive Delivery - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.001438 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.001438+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.921507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.921507+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-in-the-modern-enterprise: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.945189 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.945189+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.94335 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.943350+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api : title: 'weave.works: Manage Thousands of Clusters with GitOps and the Cluster API' description: '' year: '2021' stars: 0 ai_summary: 'Historical reference documenting the intersection of GitOps deployment paradigms and Cluster API (CAPI) for planetary-scale multi-cluster environments. Note: Original domain has redirected to an registration portal, reflecting legacy status.' language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cluster API - GitOps tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.016799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016799+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/the-history-of-gitops: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.982825 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.982825+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/what-is-gitops-really: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.99621 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.996210+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wkp-team-workspaces-rbac: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.967961 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.967961+02:00' ? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops : title: WKSctl - A New OSS Kubernetes Manager using GitOps description: '' year: '2020' stars: 0 ai_summary: 'Historical reference covering the announcement of WKSctl as an open-source GitOps-centric cluster bootstrapper. Note: The URL appears to have defaulted to an external registration portal and should be treated with caution.' language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - GitOps - Cluster Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/product/gitops-enterprise: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.001681 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.001681+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/technologies/gitops: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130495.008272 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.008272+02:00' https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/use-cases/security-with-gitops: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ambking1234.biz in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 health_score: 100.0 last_checked: 1779130494.954105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.954105+02:00' https://americanexpress.io/do-not-run-dockerized-applications-as-root: title: "americanexpress.io: **Do Not Run Dockerized Applications as Root** \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An essential security analysis explaining why running container workloads as root is highly vulnerable to privilege escalation. Highlights how OpenShift's default Security Context Constraints (SCCs) enforce rootless container profiles. language: Dockerfile resource_type: Architectural Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Container Security - RunAsUser tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://amitprius.medium.com/python-dictionary-zero-to-hero-with-examples-a7497a672dd4: title: 'amitprius.medium.com: Python Dictionary: Zero to Hero with Examples' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amitprius.medium.com: Python Dictionary: Zero to Hero with Examples in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030326.641412 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:26.641412+02:00' https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8a7b04db8c93: title: "amod-kadam.medium.com: Are there two Load Balancer Controllers with EKS?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering amod-kadam.medium.com: Are there two Load Balancer Controllers with EKS?' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030472.949772 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:52.949772+02:00' https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes: title: "==amolmote.hashnode.dev: ReplicaSet & Deployment In Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==amolmote.hashnode.dev: ReplicaSet & Deployment In Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029563.510471 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:43.510471+02:00' ? https://amralaayassen.medium.com/how-to-create-argocd-applications-automatically-using-applicationset-automation-of-the-gitops-59455eaf4f72 : title: 'amralaayassen.medium.com: How to create ArgoCD Applications Automatically'' using ApplicationSet? “Automation of GitOps”' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amralaayassen.medium.com: How to create ArgoCD Applications Automatically'' using ApplicationSet? “Automation of GitOps” in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032556.128789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.128789+02:00' https://amy-ma.medium.com/ingress-configuration-d9f13c5bcf1a: title: 'amy-ma.medium.com: Nginx Ingress Configuration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering amy-ma.medium.com: Nginx Ingress Configuration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032728.560691 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.560691+02:00' https://anaisurl.com/full-tutorial-monitoring: title: "anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with Prometheus, Grafana, Loki and Komodor \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Guides readers through deploying a cohesive, modern cloud-native observability stack. Integrates Prometheus metric collections with Grafana dashboarding, Loki-based log aggregation, and Komodor's specialized Kubernetes troubleshooting platform to build rapid root-cause workflows. language: None resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Advanced Telemetry & FinOps - Troubleshooting Stacks - Loki & Komodor Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://anaisurl.com/kubernetes-rbac: title: "anaisurl.com: RBAC Explained with Examples \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A visual, beginner-friendly guide dissecting RBAC mechanics in Kubernetes. Offers concrete examples of setting up specific read/write permissions for standard development teams. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://analoghq.ai/blog/es/matriz-raci: title: 'rockcontent.com: mejor las responsabilidades con la Matriz RACI' description: '' year: '2021' stars: 0 ai_summary: Provides a detailed breakdown of the RACI model for assigning responsibility within multidisciplinary digital product teams. Explores how defining ownership upfront helps prevent friction during agile development iterations and release activities. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Governance - RACI Matrix tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analoghq.ai/blog/es/tipos-de-consultoria: title: 'rockcontent.com: Conoce los principales tipos de consultoría en las que tu negocio puede invertir para explotar su potencial' description: '' year: '2022' stars: 3 ai_summary: Details the landscape of professional advisory services, classifying key consulting types like strategic, digital transformation, and technical systems consulting. Outlines how enterprise architectures can leverage external expertise to fast-track digital adoption, modern cloud-native architectures, and software organizational structural alignment. language: es resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Consulting & Advisory - Enterprise Strategy tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops-tools: title: 'analyticsindiamag.com: Ansible vs Docker: A Detailed Comparison Of DevOps Tools' description: '' year: '2021' stars: 0 ai_summary: Decouples the architectural concepts of container runtime deployment (Docker) and multi-node system orchestration (Ansible). Highlights how combining these two paradigms enables rapid deployment of complex application stacks. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing: title: 'analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing' description: '' year: '2021' stars: 0 ai_summary: Compiles high-quality, free resources to master fundamental cloud computing concepts. Lists tutorials, official cloud vendor training pathways, and community projects to help newcomers build structured knowledge in distributed systems. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - Training - Educational Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities: title: 'analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities' description: '' year: '2020' stars: 0 ai_summary: Highlights the introduction of CodeQL-powered GitHub Advanced Security scanning. Focuses on native SAST integrations, automated injection flaw triage, secret scanning, and immediate developer alert surfaces within standard PR pipelines. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Static Analysis - Code Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services: title: 'analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than 300 Micro Services' description: '' year: '2021' stars: 0 ai_summary: Details Uber's massive deployment topology where Apache Kafka acts as the backbone communication engine linking over 300 discrete microservices. Examines regional and global replication configurations, dispatch routing, and stream optimization techniques under load. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Case Studies - Scale & Infrastructure tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/is-coding-necessary-to-work-as-a-data-scientist: title: 'analyticsindiamag.com: Is coding necessary to work as a data scientist?' description: '' year: '2021' stars: 2 ai_summary: Analyzes the tension between low-code/no-code ML frameworks and custom code solutions. Synthesizes why advanced programming remains essential for architectural optimization, pipeline reliability, custom deployment debugging, and deep system engineering. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Career Guidance - Industry Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-features: title: 'analyticsindiamag.com: Kubernetes v1.21 Released: Major Updates & Latest Features' description: '' year: '2021' stars: 0 ai_summary: Curator Insight notes major updates in 1.21 from Analytics India Mag. Modern review in 2026 confirms the article effectively summarized regional interest in memory topology and scheduling refinements. language: English resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/object-oriented-programming-python: title: 'analyticsindiamag.com: Object-Oriented Programming with Python' description: '' year: '2021' stars: 0 ai_summary: Deeply explores core OOP principles within Python, covering classes, method resolution order (MRO), inheritance, abstract classes, encapsulation, and magic/dunder methods to ensure high architectural modularity. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Object-Oriented Programming tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines: title: 'analyticsindiamag.com: Top tools for enabling CI/CD in ML pipelines' description: '' year: '2021' stars: 3 ai_summary: Evaluates prominent orchestration and CI/CD tools targeted at ML pipelines, comparing systems like Jenkins, GitHub Actions, and specialized MLOps runners. Discusses the fundamental differences between traditional software compilation and ML pipelines that require data versioning and model validation. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - CI-CD - DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://anchore.com: title: Anchore description: '' year: '2026' stars: 0 ai_summary: The main enterprise platform hub of Anchore. Provides automated Software Bill of Materials (SBOM) generation, continuous image vulnerability assessment, and policy enforcement engines. Vital for organizations seeking to inject continuous risk modeling and compliance gates into cloud-native supply chains. language: N/A resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Container Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://anchore.com/cicd: title: 'Anchore: Secure Container Based CI/CD Workflows' description: '' year: '2024' stars: 0 ai_summary: Discusses integrating Anchore container security gates directly within automated CI/CD build scripts. Focuses on automated SBOM extraction, system package inspection, and vulnerability threshold enforcement, blocking problematic deployment builds long before registry promotion. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - CI/CD Pipeline Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://anchore.com/kubernetes: title: Securing Kubernetes With Anchore description: '' year: '2024' stars: 0 ai_summary: An architectural guide analyzing the integration of Anchore's container analysis engines with Kubernetes admission controllers. Focuses on setting custom policy gates that continuously evaluate workload safety and configuration context, denying admission to non-compliant container pods. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Kubernetes Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://andara88.it.com: title: 'automated-360.com: How to perform Code Quality Check for Selenium Test Automation? (SonarQube)' description: '' year: '2022' stars: 4 ai_summary: Examines integrating SonarQube static analysis into Selenium automation codebases to ensure high structural quality, maintainability, and clean code practices. Focuses on identifying code smells, security vulnerabilities, duplicate code segments, and improper exception handling in test code. Validates that automated tests themselves must meet production software engineering standards. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration & Delivery - Static Analysis - SonarQube Integration tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://anderfernandez.com/blog/automatizar-script-python-google-cloud: title: 'anderfernandez.com: Cómo automatizar un script de Python en Google Cloud' description: '' year: '2021' stars: 0 ai_summary: A step-by-step developer tutorial demonstrating execution of Python automation workflows inside Google Cloud. Reviews orchestration using Cloud Scheduler, Cloud Functions, and Compute Engine to automate data extraction, scraping, and processing routines. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Automation - Python tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-6-adding-health-checks-with-liveness-readiness-and-startup-probes : title: 'andrewlock.net: Deploying ASP.NET Core applications to Kubernetes - Part 6 - Adding health checks with Liveness, Readiness, and Startup probes' description: '' year: '2020' stars: 0 ai_summary: 'Detailed technical guide on implementing Liveness, Readiness, and Startup probes for ASP.NET Core workloads on Kubernetes. - Explains mapping the ASP.NET Core Health Checks middleware directly to K8s probes. - Explains how to leverage Startup probes to delay subsequent Liveness checks and prevent boot loops.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - ASP.NET Core Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations: title: "andrewlock.net: Running database migrations when deploying to Kubernetes \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A detailed deployment blueprint focusing on the execution of schema migrations within ASP.NET Core and relational databases inside Kubernetes. Critically compares using Kubernetes Jobs, Init Containers, and application bootstrap processes for migrations. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Workloads - CI/CD Pipelines - Database Migrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://andrewlock.net/installing-docker-desktop-for-windows: title: 'andrewlock.net: Installing Docker Desktop for Windows and WSL 2' description: '' year: '2026' stars: 0 ai_summary: This architectural guide explains the setup and performance considerations of running Docker Desktop on Windows utilizing Windows Subsystem for Linux (WSL 2). It unpacks how the WSL 2 integration eliminates hypervisor overhead, resulting in significantly faster file-system lookups and reduced memory footprints. It is a vital resource for Windows-based developers transitioning to cloud-native, Linux-centric container environments. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Local Environments - WSL2 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes: title: "andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A comprehensive deep-dive tutorial series on orchestrating .NET applications inside Kubernetes using Helm. Analyzes templating, YAML manifests, dependency injections, dynamic secret handling, and values customization patterns. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure & Orchestration - Container Orchestration - Helm & Packaging tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md - dotnet.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://android-developers.googleblog.com/2026/05/android-cli-stable-1-0-agent-development.html: title: 'Android CLI Stable 1.0: Accelerating Multi-Agent Development' description: Introducing the 1.0 stable release of the Android CLI, explicitly engineered to optimize headless, scriptable multi-agent software development. year: '2026' stars: 4 ai_summary: '* **Curator Insight:** Decoupling complex software compilation toolchains from localized graphical IDEs is vital for enabling background AI agent executors to compile and test code. * **Live Grounding (MCP):** The launch of the stable Android CLI 1.0 provides a command-line interface optimized for agentic workloads, enabling continuous-integration platforms and software agents to autonomously trigger compilation, packaging, and testing without manual IDE setup.' language: en resource_type: blog complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: cd72cd0f514c54b9062e8261f82120dae9223a4d80240d8b90bb0b00809dd6e1 health_score: null last_checked: 1780352138.622105 needs_ai_refresh: false hierarchy: - Mobile Architecture - Android Platforms - Command Line Tooling - Agentic Workflows tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Recognized as a critical upgrade for automated build pipelines and headless automation agents by mobile developers. social_preview_url: '' source_provenance: X.com (GoogleDevs) suggested_new_category: android-automation discovered_at: '2026-06-02T00:15:38.622105+02:00' https://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html: title: Build Native Android Apps in Google AI Studio description: Announcement of native Android app generation features inside Google AI Studio, running on Kotlin and Jetpack Compose. year: '2026' stars: 4 ai_summary: '* **Curator Insight:** Lowering software prototyping friction via high-fidelity, code-generating UI surfaces enables immediate validation of architectural assumptions and workflows. * **Live Grounding (MCP):** Google AI Studio has introduced the capability to generate functional, native Android apps written in Kotlin and Jetpack Compose entirely from prompts, enabling developers to live-test builds in embedded emulators and seamlessly export blueprints straight to Android Studio.' language: en resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 917d59614b5baf527b2a26b7ba63878fd0f91cf62f2fe4fef84c2dbbfbc5025a health_score: null last_checked: 1780352138.622114 needs_ai_refresh: false hierarchy: - Software Prototyping - AI Studio Environments - Generative Code Base - Mobile Interface Design tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely popular for rapid prototyping among mobile engineers and designers on social media. social_preview_url: '' source_provenance: X.com (GoogleDevs) suggested_new_category: ai-assisted-prototyping discovered_at: '2026-06-02T00:15:38.622114+02:00' https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes: title: 'andydote.co.uk: The Problem with CPUs and Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A low-level analysis of how the Linux kernel scheduler interacting with CFS quota limits can severely throttle Kubernetes pods, even when total CPU utilization is low. The author exposes the architectural friction between container resource limits and multi-threaded application runtimes like Java and Go. Platform engineers will find valuable tuning techniques to mitigate silent latency spikes caused by CPU throttling. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Resource Management - CPU Scheduling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://angryip.org: title: Angry IP Scanner (or simply ipscan) description: '' year: '2001' stars: 4 ai_summary: An extremely fast, multi-threaded IP and port scanner. It queries device attributes, MAC addresses, and open ports across subnets. Live Grounding tracks it as an essential tool for rapid physical infrastructure auditing. language: Java resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Networking - Scanning tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2001-06-01T00:00:00+02:00' https://angular.dev: title: angular.io description: '' year: '2026' stars: 0 ai_summary: Angular is Google's enterprise-grade, component-based TypeScript web framework. Highly optimized for scalable single-page application (SPA) architectures, it provides built-in routing, state handling, and dependency injection. language: TypeScript resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - Web Frameworks - Angular tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - angular.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://angular.dev/guide/build: title: 'angular.io: Building and serving Angular apps' description: '' year: '2026' stars: 0 ai_summary: Official instructions covering deployment execution and active asset compilation within the Angular CLI environment. Emphasizes production bundling configurations, static asset caching, and lazy loading strategies. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - Web Frameworks - Angular Build tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - angular.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://angular.io: title: angular.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 407de4d0847a6a5d35ff586acc4a11facdf3cd67630d7398a85472b14eb64692 health_score: 100.0 last_checked: 1779030564.136117 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/angular.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:24.136117+02:00' https://angular.io/guide/build: title: 'angular.io: Building and serving Angular apps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5b3030e6481f11791c134e661d4f9733dfbbaaf633e867cb1676d8ced735701a health_score: 100.0 last_checked: 1779034039.79868 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/angular.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:19.798680+02:00' ? https://aninditabasak.medium.com/a-lap-around-kubernetes-security-vulnerability-scanning-tools-checkov-kube-hunter-kube-bench-4ffda92c4cf1 : title: '==aninditabasak.medium.com: A Lap around Kubernetes Security & Vulnerability'' scanning Tools — checkov, kube-hunter, kube-bench & Starboard==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==aninditabasak.medium.com: A Lap around Kubernetes Security & Vulnerability'' scanning Tools — checkov, kube-hunter, kube-bench & Starboard== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031850.00534 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:50.005340+02:00' https://anirudhdaya.hashnode.dev/kubernetes-explained-part-1: title: 'anirudhdaya.hashnode.dev: Kubernetes Explained- Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering anirudhdaya.hashnode.dev: Kubernetes Explained- Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.136391 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.136391+02:00' https://anirudhdaya.hashnode.dev/kubernetes-explained-part-2: title: 'anirudhdaya.hashnode.dev: Kubernetes Explained- Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030809.146846 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:29.146846+02:00' https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws-azure-and-gcp-cloud-92d64633bdfc: title: 'ankush-chavan.medium.com: Creating Multi-Cloud Kubernetes Cluster on AWS,'' Azure, and GCP cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ankush-chavan.medium.com: Creating Multi-Cloud Kubernetes Cluster on AWS,'' Azure, and GCP cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032974.757999 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:34.757999+02:00' https://ansible.ai: title: ==ansible.ai== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a5c77dd0a850c1a79632fa2ecda35a2c292aab02e201aef85baff517b2fd222e health_score: 100.0 last_checked: 1779034504.828215 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.828215+02:00' https://ansible.github.io/workshops/demos: title: 'ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform'' Workshops' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: bb17eb1f9cfe88b2b5801ab12618198f3cebc0060a8021d20e20c91f4e072242 health_score: 100.0 last_checked: 1779029118.920282 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.920282+02:00' https://answers.dynatrace.com/spaces/482/dynatrace-open-qa/questions/232421/dynatrace-distributed-tracing-with-kafka.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9311a26c79903654b4d07e42cf337f7ff23ade089df73af761793aec3fe60240 health_score: 100.0 last_checked: 1779032245.474239 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:25.474239+02:00' https://anthropic.skilljar.com/claude-code-in-action: title: Claude Code in Action description: '' year: '2025' stars: 0 ai_summary: An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. language: None resource_type: Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - AI-Assisted Coding - Claude Code tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ai.md - cicd.md - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://antigravity.google/use-cases/science: title: Google Antigravity Use Cases for Science description: A dedicated look at how Google Antigravity uses specialized AI agent models to automate genomics, chemistry, and research database querying. year: '2026' stars: 4 ai_summary: This landing page illustrates the scientific applications of Google's agentic IDE, Antigravity, which is optimized for researchers and developers in the agent-first era. By using its 'Science' workspace plugin, users can automatically load the DeepMind Science Skills bundle to interact with UniProt, AlphaFold, and PubChem. The IDE handles multi-step science tasks, generating structured artifacts, data visualizations, and pipeline codes through parallel coordination of autonomous agents. language: English resource_type: documentation complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: c3e6cf730e5e4af14f84fa1514ad0e703eed488b7c7ae8a17cc8a5916b704f66 health_score: null last_checked: 1780352302.456737 needs_ai_refresh: false hierarchy: - Development Tools - Agent-First IDE - Google Antigravity - AI for Science tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Industry-disrupting agentic IDE by Google, highly rated by modern software and data science architects. social_preview_url: https://antigravity.google/assets/image/sitecards/sitecard-default.png source_provenance: X.com (GoogleAI) suggested_new_category: '' discovered_at: '2026-06-02T00:18:22.456737+02:00' https://any-api.com: title: any-api.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dd3d79a03c5ac4a5e41dc639979797263e1f91c8b13d0d1e244cd98f717f1eab health_score: 100.0 last_checked: 1779031720.752696 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/api.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.752696+02:00' https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures: title: 'anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS' description: '' year: '2022' stars: 0 ai_summary: A structural feature matrix comparing EKS Anywhere and standard AWS-hosted EKS. Analyzes governance models, infrastructure obligations, software component differences, and target workload environments. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Hybrid Cloud - Feature Matrix tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://api-market.santalucia.es: title: santalucia.es description: '' year: '2026' stars: 3 ai_summary: Santalucía's corporate API marketplace, streamlining business-to-business integrations for digital insurance products. It exposes quoting engines, client registrations, and insurance claims endpoints to external partners. language: Spanish resource_type: Enterprise Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Insurtech tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas: title: 'api7.ai: How Does APISIX Ingress Support Thousands of Pod Replicas?' description: '' year: '2022' stars: 4 ai_summary: A detailed case study illustrating how the Apache APISIX Ingress Controller achieves near-instant configuration reloads in environments scaling up to thousands of active pod endpoints without increasing overall connection latency. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Performance at Scale tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://apidog.com: title: APIDog description: '' year: '2026' stars: 4 ai_summary: APIDog is an integrated API design, debugging, mocking, and testing toolkit. Merges Swagger, Postman, and mock services into a unified team-based collaborative workspace. language: Agnostic resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Tooling - All-in-One - APIDog tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://apifriends.com/api-creation/different-types-apis: title: "apifriends.com: What are the different types of APIs? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering apifriends.com: What are the different types of APIs? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031455.360793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:15.360793+02:00' https://apifriends.com/api-management/what-is-an-api: title: 'apifriends.com: What is an API?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering apifriends.com: What is an API? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031897.906377 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:37.906377+02:00' https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments: title: 'apiiro.com: Malicious Kubernetes Helm Charts can be used to steal sensitive information from Argo CD deployments' description: '' year: '2022' stars: 0 ai_summary: Crucial security report highlighting vulnerabilities where malicious or compromised Helm charts exploit the template-rendering engine of GitOps systems (like Argo CD) to expose sensitive secrets or execute side-channel attacks. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Security - Vulnerabilities - Argo CD Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://apilandscape.apiscene.io: title: API Landscape description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7a6754159e6e7f78a327eb017cf49b8d59f7244c2958b34c11eaf976dd0644f5 health_score: 100.0 last_checked: 1779030655.577248 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:55.577248+02:00' https://apimarket.cecabank.es: title: Cecabank API Market description: '' year: '2026' stars: 3 ai_summary: Cecabank's developer platform designed to align financial integration with the PSD2 mandate. It provides endpoints for third-party providers (TPPs) to execute payment initiations and retrieve consolidated account balance statements. language: Spanish resource_type: Enterprise Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Banking Gateways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://apis.developer.tsb.co.uk: title: TSB API Developer Portal description: '' year: '2026' stars: 3 ai_summary: A PSD2-compliant developer ecosystem facilitating open-banking integration with TSB Bank. It offers sandbox environments, sandbox mock data, and security protocols to test account information and payment initiation APIs. language: English resource_type: Enterprise Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Banking Gateways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://apistore.caixabank.com: title: CaixaBank API Store description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering CaixaBank API Store in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.931085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.931085+02:00' https://apkplz.net/app/com.LearningSolution.LearnKubernetes: title: 'apkplz.net: Learn Kubernetes 1 APK' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032095.24311 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.243110+02:00' https://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-three-big-jvms: title: How Garbage Collection differs in the three big JVMs description: '' year: '2011' stars: 0 ai_summary: 'An architectural comparison of garbage collection strategies across the three historically major JVM engines: Oracle HotSpot, IBM J9, and Oracle JRockit. It evaluates generational assumptions, compaction pauses, and old-generation management policies. Although useful for legacy support, it predates modern developments like ZGC or Shenandoah.' language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Garbage Collection tags: - '[LEGACY]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2011-06-01T00:00:00+02:00' https://apolicy.io: title: Apolicy description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1b5d21a5dc646db1a9d3a1b520d2c0d56a1596c91a2b72344622cd773bd35d19 health_score: 100.0 last_checked: 1779031410.516398 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:30.516398+02:00' https://app.diagrams.net: title: draw.io description: '' year: '2025' stars: 5 ai_summary: The premier open-source interactive canvas for drafting clean UML schemas, Kubernetes layers, and custom network structures. Features broad integration capabilities and local execution variants. language: JavaScript resource_type: Web Application complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Interactive Diagramming - Web tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://app.getambassador.io: title: "Ambassador Edge Stack. K8S Initializer (scaffolding tool) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.729805 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.729805+02:00' https://app.getambassador.io/initializer: title: "k8s Initializer \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431 health_score: 100.0 last_checked: 1779032754.316377 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:54.316377+02:00' https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT: title: Using Third Party Network Operators with OpenShift description: '' year: '2020' stars: 0 ai_summary: An analytical guide reviewing the integration of third-party network operators inside the OpenShift ecosystem. It details the interaction boundaries between the cluster-network-operator and custom CNI plugins. Architectural considerations focus on ensuring compatibility with OpenShift's default SDN parameters, identity controls, and DNS routing setups to prevent operational regression during cluster upgrades. language: English resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Orchestration - Third-Party CNI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://app.polymersearch.com/discover/aws: title: Everything AWS | Search and discover 6K+ quality AWS repositories description: '' year: '2026' stars: 0 ai_summary: An open-source exploration platform indexing over 6,000 AWS repositories. It assists platform architects in discovering community-validated CDK constructs, deployment templates, and cloud helper scripts. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cc94765c29e878b6c6f5a4cc86bee8d2de2fd1b0bf3444936b36a5a81c8a4646 health_score: 100.0 last_checked: 1779029163.531215 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.531215+02:00' https://app.rollout.io: title: "CloudBees Rollout \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0afad09dc886ae98b42ac56b575ab5fdf3c508af321703084877f23a58d0f3a8 health_score: 100.0 last_checked: 1779031511.287445 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:11.287445+02:00' https://app.vagrantup.com/ansible/boxes/tower: title: 'vagrant: ansible tower' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174 health_score: 100.0 last_checked: 1779031596.379843 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:36.379843+02:00' https://app.vagrantup.com/krlex/boxes/centos-awx: title: 'vagrant: centos-awx' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174 health_score: 100.0 last_checked: 1779034510.024748 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:10.024748+02:00' https://appium.io: title: appium.io description: '' year: '2024' stars: 5 ai_summary: An open-source, cross-platform mobile automation tool implementing the W3C WebDriver protocol for native, hybrid, and mobile web applications. Establishes a standard interface to control iOS (via XCUITest) and Android (via UIAutomator2) devices without requiring recompilation of the target mobile applications. language: Multi-language resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Mobile Automation - Appium Core tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://appscode.com/blog/post/openshift-mongodb: title: 'blog.byte.builders: Manage MongoDB in Openshift Using KubeDB' description: '' year: '2021' stars: 4 ai_summary: Demonstrates how to run and manage MongoDB instances on OpenShift using the KubeDB Operator. Covers scaling clusters, orchestrating schema updates, configuring persistent disk claims, and executing point-in-time recoveries. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Database Orchestration - Operator Integrations tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://appsecengineer.com/courses/kubernetes-policy-management-with-kyverno: title: 'appsecengineer.com: Kubernetes Policy Management with Kyverno' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 62b70f6440830bc9558111b52c1d7d5546e13116140f7f50fb765573b7a2193b health_score: 100.0 last_checked: 1779033924.056373 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:24.056373+02:00' https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches: title: 'aprendegit.com: git-flow: la rama develop y uso de feature branches' description: '' year: '2016' stars: 0 ai_summary: A Spanish-language tutorial focusing on the mechanics of the GitFlow `develop` branch and feature integration lifecycle. It outlines merge patterns and synchronization techniques to help developers keep active lines aligned during parallel sprints. language: Markdown resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aprenderbigdata.com/databricks: title: 'aprenderbigdata.com: Databricks: Introducción a Spark en la nube' description: "- Databricks es el nombre de la plataforma analítica de datos basada en Apache Spark desarrollada por la compañía con el mismo nombre. La empresa se fundó en 2013 con los creadores y los desarrolladores principales de Spark. Permite hacer analítica Big Data e inteligencia artificial con Spark de una forma sencilla y colaborativa.\n - Esta plataforma está disponible como servicio cloud en Microsoft Azure y Amazon Web Services (AWS)." year: '2022' stars: 3 ai_summary: Offers a clear Spanish-language introduction to Databricks, highlighting its managed Apache Spark ecosystem across AWS and Azure. Demystifies collaborative notebooks, workspace management, and optimized runtimes. Live Grounding shows that Databricks continues to expand its lakehouse dominance, abstracting underlying infrastructure away from data engineers while offering native cloud integrations. language: Spanish resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Cloud Platforms - Databricks tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aprenderbigdata.com/prometheus: title: 'aprenderbigdata.com: Prometheus: Introducción a la Monitorización de Métricas' description: '' year: '2020' stars: 0 ai_summary: A Spanish-language introduction to Prometheus metrics monitoring. Covers core architecture, the dynamic pull-model paradigm over HTTP, structural metric types (Counters, Gauges, Histograms, Summaries), and basic PromQL querying patterns. language: N/A resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aptakube.com: title: Aptakube description: '' year: '2025' stars: 4 ai_summary: A blazing fast, multi-cluster desktop client engineered in Rust and Svelte. Unlike traditional heavy Electron alternatives, it excels at low memory footprints and offers multi-cluster resource tracking across different regions in a single UI. language: Rust resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://arabitnetwork.com/2021/03/13/k8s-enabling-auditing-logs-step-by-step: title: 'arabitnetwork.com: K8S – Enabling Auditing Logs | Step-by-Step' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering arabitnetwork.com: K8S – Enabling Auditing Logs | Step-by-Step in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034476.8328 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:36.832800+02:00' https://arc.dev: title: arc - formerly codementor description: '' year: '2026' stars: 0 ai_summary: Formerly known as Codementor, Arc specializes in matching software developers with mentorship and remote work opportunities. The platform facilitates direct knowledge transfer alongside enterprise recruiting. Live grounding shows robust integration of AI career-guidance tools alongside traditional freelance pipelines. language: English resource_type: Platform/SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Remote Work & Career - Talent Platforms - Mentorship Networks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://architectelevator.com/cloud/hybrid-multi-cloud: title: 'architectelevator.com: Multi Cloud Architecture: Decisions and Options' description: '' year: '2021' stars: 0 ai_summary: Analyses strategic multi-cloud architectural decisions. Gregor Hohpe presents frameworks to distinguish between cloud integration, portability, and distribution, highlighting that multi-cloud should be a deliberate architectural choice rather than a default risk-mitigation strategy. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Strategy - Multi-Cloud Decisions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://architectelevator.com/cloud/serverless-design-patterns: title: 'architectelevator.com: Concerned about Serverless Lock-in? Consider Patterns!' description: '' year: '2020' stars: 4 ai_summary: Proposes core mitigation strategies for cloud vendor lock-in through abstraction layers, hexagonal architecture, and port-and-adapters design patterns. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless - Design Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://architecturenotes.co/12-factor-app-revisited: title: 'architecturenotes.co: 12 Factor App Revisited' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9ac61602a5b0bfed64302cf6719324bec6d98bd799485e73f7bdd23c6b36c291 health_score: 100.0 last_checked: 1779034424.798541 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:44.798541+02:00' https://architecturenotes.co/p/12-factor-app-revisited: title: 'architecturenotes.co: 12 Factor App Revisited' description: '' year: '2023' stars: 0 ai_summary: Critically evaluates how classic 12-Factor concepts have aged. Addresses the challenges of serverless scaling, API-first interfaces, distributed telemetry, and modern build/release pipelines. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Patterns - Twelve-Factor App tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://architecturenotes.co/p/redis: title: "architecturenotes.co: Redis Explained \U0001F31F\U0001F31F" description: '' year: '2022' stars: 4 ai_summary: An exceptional, visually illustrated deep-dive analyzing Redis execution cycles, single-threaded multiplexing event loops, and data structural formats. Demystifies complex operational mechanisms such as AOF/RDB persistence and memory eviction strategies. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Caching - In-Memory Datastores - Redis Deep-Dive tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://architecturenotes.co/p/things-you-should-know-about-databases: title: 'architecturenotes.co: Things You Should Know About Databases' description: '' year: '2022' stars: 0 ai_summary: A high-density masterclass on database internals. Provides clear, deeply visual breakdowns of write-ahead logs (WAL), transaction isolation levels, indexing data structures (B-Trees vs LSM Trees), and database buffer pools. language: English resource_type: Deep Dive complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database Architecture - Core Concepts - Engineering Essentials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://architecturenotes.co/redis: title: "==architecturenotes.co: Redis Explained== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d877a157cc490492a7adb75fc796c8bb5bd7b45f1c7e2990f8811262b9869dc4 health_score: 100.0 last_checked: 1779030503.658123 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/caching.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:23.658123+02:00' https://architecturenotes.co/things-you-should-know-about-databases: title: '==architecturenotes.co: Things You Should Know About Databases==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cca61e2ae3ab129761cc96050c8756fe73ae3091d3251ecef9d4473ad61047c8 health_score: 100.0 last_checked: 1779032679.624064 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.624064+02:00' https://archive.grafana.com/docs/grafana/v5.4: title: grafana.com/docs/v5.4/ description: '' year: '2018' stars: 0 ai_summary: Archived documentation for Grafana v5.4, preserved primarily to reference legacy metrics collection architectures from early OpenShift 4 telemetry configurations. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Ops - Metrics Visualization - Grafana Old Versions tags: - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://archive.kabisa.nl/tech/k8s-workshop-in-a-box: title: Kubernetes workshop in a box description: '- [GitHub: K8s workshop in a box](https://github.com/kabisa/k8s-workshop-in-a-box)' year: '2020' stars: 0 ai_summary: 'An archival portal hosting a self-contained, offline-capable ''Kubernetes Workshop in a Box.'' Designed to run interactive tutorials without reliable internet connections. (Live Grounding: While some container tooling patterns are archived, the offline structure is a highly referenced model for local development isolation).' language: YAML resource_type: Workshop Material complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Learning Resources - Kubernetes Workshops tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://argon2-cffi.readthedocs.io: title: argon2-cffi description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 07dc74516f809d9607d6446bdce50dd64cac2c70fe5c2f02a64c4287c51703d6 health_score: 100.0 last_checked: 1779031541.46109 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:41.461090+02:00' https://argon2-cffi.readthedocs.io/en/stable: title: argon2-cffi description: '' year: '2026' stars: 5 ai_summary: The recommended CFFI Python interface for Argon2, the winner of the Password Hashing Competition. Provides extreme resistance against CPU-intensive and GPU-based parallel hardware attack mechanisms. Excellent for hashing secrets and credentials inside authentication backend APIs. language: Python resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cryptography - Hashing Algorithms tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using-the-azure-cli: title: 'argonsys.com: How to query Azure resources using the Azure CLI' description: '' year: '2022' stars: 0 ai_summary: Shows how to build and execute JMESPath expressions within standard Azure CLI inputs, enabling programmatic array sorting and resource discovery. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Microsoft Azure - Azure CLI - JMESPath Querying tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://argoproj.github.io: title: ArgoCD description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f624ce88391cb9845b3acb71c58007b1af69a70cf86dd2f5b59210fe63e97d7d health_score: 100.0 last_checked: 1779033973.74796 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:13.747960+02:00' https://argoproj.github.io/argo-cd: title: Argo CD description: '' year: '2026' stars: 5 ai_summary: The absolute industry standard for GitOps-based continuous delivery on Kubernetes. Argo CD synchronizes active cluster states with declarative configurations stored in git repositories, providing robust drift correction, visual dashboarding, and audit controls. language: Go resource_type: Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - GitOps - Argo CD tags: - '[DE FACTO STANDARD]' v1_locations: - docs/about.md v2_locations: - argo.md - about.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://argoproj.github.io/argo-events: title: 'argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework' description: '' year: '2026' stars: 0 ai_summary: The standard event-driven orchestration engine for Kubernetes. Argo Events integrates with sources like webhooks, S3, or pub-sub, dynamically executing serverless triggers, custom scripts, and Argo Workflows with native scalability. language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes GitOps & Packaging - Argo Project Ecosystem - Event-Driven Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://argoproj.github.io/argo-rollouts: title: 'argoproj.github.io: Argo Rollouts - Kubernetes Progressive Delivery Controller' description: '' year: '2023' stars: 5 ai_summary: Introduces the core concepts of Argo Rollouts, which replaces standard Kubernetes Deployment objects with custom Rollout resources. Enables automatic analysis, metrics integration (Prometheus, Datadog), and automated rollback strategies. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - Argo Rollouts - Progressive Delivery tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://arinco.com.au/blog/awesome-azure-policy-chapter-1: title: 'arinco.com.au: Awesome Azure Policy Chapter 1' description: '' year: '2022' stars: 0 ai_summary: Granular deployment guide for Azure Policy architecture, focusing on the fundamentals of constructing custom JSON definitions. Explains parameter declaration, execution contexts, and mapping policy structures to target enterprise workloads. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Management - Enterprise Governance - Compliance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://arinco.com.au/blog/awesome-azure-policy-chapter-2: title: 'arinco.com.au: Awesome Azure Policy Chapter 2' description: '' year: '2022' stars: 0 ai_summary: Advanced mechanics of Azure Policy, exploring parameter inheritance, deployIfNotExists policies, and automated remediation tasks across massive enterprise management groups. Key to achieving continuous compliance without developer bottlenecking. language: English resource_type: Technical Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Management - Enterprise Governance - Compliance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://arjavdave.com/2021/03/11/continuous-integration-for-ios-on-azure-devops-part-1: title: 'arjavdave.com: Continuous Integration: CI/CD for iOS (Part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering arjavdave.com: Continuous Integration: CI/CD for iOS (Part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 14e7174c450d87f96de4989197db318984677fc2a2c9f6a3fa27241a2e6216f8 health_score: 100.0 last_checked: 1779031115.146295 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:35.146295+02:00' https://armin.su/ssl-certificates-from-lets-encrypt-for-kubernetes-private-ingress-via-terraform-c9f595ee65fa: title: 'armin.su: SSL certificates from Let’s Encrypt for Kubernetes Private Ingress'' via Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering armin.su: SSL certificates from Let’s Encrypt for Kubernetes Private Ingress'' via Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.851171 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.851171+02:00' https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes: title: 'arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes' description: '' year: '2021' stars: 0 ai_summary: 'A detailed technical walkthrough showcasing the implementation of automated deployment pipelines using GitHub Actions to target Oracle Cloud Infrastructure Container Engine for Kubernetes (OKE). It delineates secure OCI API authentication configurations, container image construction, and rollout orchestrations. (Live Grounding: Represents a standard, practical approach to OKE deployments using runners, contrasting with traditional enterprise Jenkins setups).' language: YAML/Shell resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code & CI-CD - CI-CD Pipelines - GitHub Actions - Oracle Cloud Infrastructure tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://arnoldgalovics.com/java-and-spring-boot-multiline-log-support-for-fluentd-efk-stack: title: 'arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd'' (EFK stack)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ab40174b43145730a87eb84fe4f855756c1779a8278c21cf21e51a7863003d20 health_score: 100.0 last_checked: 1779033101.696071 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:41.696071+02:00' https://arnoldgalovics.com/java-multiline-logs-fluentd: title: 'arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd (EFK stack)' description: '' year: '2021' stars: 0 ai_summary: Solves the complex problem of forwarding multiline stack traces from Spring Boot to central logging platforms like Fluentd. It provides clear configuration patterns to parse multiline trace logs into structured JSON payloads, preventing log fragmentation. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Cloud Native - Observability - Logging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: title: "around25.com: Horizontal Pod Autoscaler in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 446b2ce91d7a490438739e6f05342b4dd4da1e40410dcdb3cabd03ae5488fbaa health_score: 100.0 last_checked: 1779030609.015183 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:09.015183+02:00' https://aroworkshop.io: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aroworkshop.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031729.87525 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:49.875250+02:00' https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers: title: 'arstechnica.com: CentOS is gone—but RHEL is now free for up to 16 production servers' description: '' year: '2021' stars: 2 ai_summary: Report on Red Hat's post-CentOS mitigation strategy, which expanded free Red Hat Enterprise Linux (RHEL) individual developer subscriptions to support up to 16 production nodes, easing the transition for small operations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Operating Systems - Linux Distributions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks: title: 'arstechnica.com: Why Red Hat killed CentOS—a CentOS board member speaks' description: '' year: '2021' stars: 2 ai_summary: Behind-the-scenes perspective on the transition to CentOS Stream. Argues that CentOS Linux was a dead end that did not contribute back to RHEL, while CentOS Stream serves as an active, collaborative innovation platform. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Operating Systems - Linux Distributions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://arstechnica.com/gadgets/2022/03/google-calendar-now-lets-paid-users-create-a-booking-page-website: title: 'arstechnica.com: New Google Calendar feature takes the back-and-forth out'' of scheduling' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: abce617462e73eccbd59f47f7f085dae3d6f945009ffc9e45f4b1f68be125e8a health_score: 100.0 last_checked: 1779034270.21148 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/appointment-scheduling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:10.211480+02:00' https://artemis.apache.org/components/artemis: title: Apache ActiveMQ Artemis broker description: '' year: '2026' stars: 4 ai_summary: Apache ActiveMQ Artemis is the next-generation messaging broker featuring a high-performance, asynchronous non-blocking execution model. Supporting AMQP, MQTT, STOMP, and JMS, it represents the primary engine under Red Hat AMQ deployments. language: Java resource_type: Message Broker complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - Enterprise Messaging - ActiveMQ Artemis tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://artemis.apache.org/components/artemis/documentation/latest/management-console.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7b9cc60f4198de657f6dddf48db83f6b3d8ac9b0dea84bae655fb6f3e9e397f7 health_score: 100.0 last_checked: 1779130495.013159 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.013159+02:00' https://artemis.apache.org/components/artemis/documentation/latest/using-server.html: title: Apache ActiveMQ Artemis Using the Server description: "- [Apache ActiveMQ Artemis Management Console](https://artemis.apache.org/components/artemis/documentation/latest/management-console.html)\n \ - [Apache ActiveMQ Artemis Metrics](http://activemq.apache.org/components/artemis/documentation/latest/metrics.html)" year: '2026' stars: 0 ai_summary: Operational manual for running ActiveMQ Artemis brokers. Outlines built-in administrative consoles, advanced queues monitoring, and direct telemetry integration using Micrometer frameworks. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Middleware - Messaging Orchestration - Artemis Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://arthurchiao.art/blog/cracking-k8s-network-policy: title: 'arthurchiao.art: Cracking Kubernetes Network Policy' description: '' year: '2021' stars: 0 ai_summary: Under-the-hood analysis mapping policy YAML configurations down to Linux-native iptables, Open vSwitch rules, and kernel-level socket filters. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Security - Implementation Under the Hood tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://arthurchiao.art/blog/cracking-k8s-node-proxy: title: 'arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)' description: '' year: '2021' stars: 0 ai_summary: Deep-dive technical blog exploring the design principles of the node proxy. Compares user-space, iptables, and IPVS proxy modes with performance telemetry data. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Core Services - kube-proxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://arthursens.medium.com/risk-analysis-and-security-compliance-in-kube-prometheus-10c8cfb180b8: title: 'arthursens.medium.com: Risk analysis and security compliance in Kube-prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering arthursens.medium.com: Risk analysis and security compliance in Kube-prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029513.476504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:53.476504+02:00' https://artifacthub.io: title: "Artifact Hub \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The authoritative, CNCF-hosted decentralized web hub designed for discovering, installing, and monitoring cloud-native packages. It aggregates active Helm charts, Kubernetes operators, Tekton tasks, and OCI artifacts with comprehensive security and maintenance tracking. language: Go resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Discovery tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://artifacthub.io/packages/helm/choerodon/nexus3: title: "Choerodon Nexus3 \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: An active Helm package designed to configure and orchestrate Sonatype Nexus3 instances. It handles data persistence, ingress routing, and performance tuning configurations optimized for enterprise container workloads. language: English resource_type: Chart complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735960.433 needs_ai_refresh: false hierarchy: - Application Delivery - Helm - Registries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:20.433000+02:00' https://artifacthub.io/packages/helm/mlflowserver/mlflow-server: title: 'artifacthub.io: mlflow-server' description: '' year: '2023' stars: 3 ai_summary: Official or community Helm Chart designed to bootstrap a highly available MLflow tracking and registry server inside a Kubernetes cluster. Streamlines configuring databases, AWS S3 / MinIO backend stores, and ingress mechanisms required for cloud-native model lifecycle management. language: YAML resource_type: Helm Chart complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Kubernetes - Artifact Registration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://artifacthub.io/packages/helm/oteemo/sonarqube: title: hub.helm.sh/charts/oteemo/sonarqube description: '' year: '2023' stars: 4 ai_summary: Provides community Helm templates to install SonarQube onto Kubernetes nodes. Supports production deployments utilizing stateful postgres instances and customizable security boundaries. language: YAML resource_type: Configuration complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration - Code Quality - Kubernetes Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack: title: "prometheus-community/kube-prometheus-stack \U0001F31F\U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The standard Helm chart package representing the Kubernetes Prometheus Operator stack. Streamlines deployment of custom resources like ServiceMonitors and PrometheusRules. language: None resource_type: Plugin complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Kubernetes - Helm Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://artifacthub.io/packages/helm/stable/cluster-autoscaler: title: 'hub.helm.sh: cluster-autoscaler' description: '' year: '2022' stars: 0 ai_summary: The official Helm chart for deploying Kubernetes Cluster Autoscaler. Dynamically adjusts the size of the Kubernetes cluster by provisioning or terminating nodes based on pending pod requirements and node utilization. Serves as a fundamental operations standard across cloud provider runtimes. language: Go resource_type: Helm Chart complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://artifacthub.io/packages/search?repo=haproxytech: title: "artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes Ingress Controller on Artifact Hub \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The official, production-grade Helm packages for HAProxy load balancers and Ingress Controllers. They offer high-performance routing, custom security profiles, proxy-protocol support, and robust SSL/TLS termination configs suitable for web traffic at scale. language: YAML resource_type: Chart Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Ingress - Ingress Controllers - HAProxy Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1: title: 'artifacthub.io: Helm Charts - AWX' description: '' year: '2024' stars: 0 ai_summary: Helm Charts indexing service for AWX deployments on Kubernetes. While the AWX Operator is the official, Red Hat-endorsed packaging system, third-party and legacy Helm Charts exist to satisfy custom, manifest-driven deployment architectures. language: YAML resource_type: Helm Chart Catalog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Helm tags: - '[LEGACY]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://artificialconfidence.com/p/artificial-confidence-the-spec-for: title: 'Artificial Confidence: The Spec for the Agent-Native Cloud' description: A twelve-point spec for what an agent-native cloud actually needs to look like. year: '2026' stars: 4 ai_summary: A comprehensive twelve-point architectural specification defining the requirements for an 'agent-native' cloud environment. The article details how modern computing infrastructure must evolve to handle autonomous agent requirements—such as ephemeral micro-sandboxes, persistent state machines, and non-interactive execution pipelines—and compares early implementations by Vercel and Cloudflare. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 3297c47240a5ad551519dba6afbd7ab8863188fc2bb51e3f19250136dc9d3d1e health_score: null last_checked: 1780352292.588405 needs_ai_refresh: false hierarchy: - Cloud Architecture - Next-Gen Cloud Infrastructure - Agentic Systems tags: - EMERGING - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vetted and heavily discussed architectural specification across platforms like Hacker News and X, detailing infrastructure changes required for agentic workflows. social_preview_url: '' source_provenance: X.com (QuinnyPig) suggested_new_category: '' discovered_at: '2026-06-02T00:18:12.588405+02:00' https://artoftesting.com/sql-queries-for-interview: title: 'artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice' description: '' year: '2026' stars: 0 ai_summary: A practical SQL query cookbook focusing on technical interview situations. Demonstrates complex nested joins, window analytic functions, indexing patterns, and deduplication queries under high-performance criteria. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Database & SQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062: title: 'arun-sisodiya.medium.com: Kyverno — A Kubernetes native policy manager (Policy'' as Code)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering arun-sisodiya.medium.com: Kyverno — A Kubernetes native policy manager (Policy'' as Code) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029154.592129 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:54.592129+02:00' https://asciiflow.com: title: ASCIIFlow description: '' year: '2026' stars: 0 ai_summary: ASCIIFlow is a highly practical, browser-based editor used to design clear, text-based ASCII flowcharts and architecture diagrams. It is widely valued by software engineers and systems architects for embedding clean diagrams directly into markdown readme files, codebases, and configuration headers. This straightforward design utility simplifies collaborative technical documentation across teams. language: TypeScript resource_type: Web Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2a7bca173bfbf450a20db316ed20f18c6d034406626db64b202117f226e7b5c3 health_score: 100.0 last_checked: 1779031122.246548 needs_ai_refresh: true hierarchy: - Documentation - Diagramming - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.246548+02:00' https://asdf-vm.com: title: "ASDF \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An extensible CLI runtime version manager that unifies environment configurations (Node.js, Ruby, Python, Elixir, Go, and more) under a single .tool-versions file. Successfully eliminates environment drift across development machines and CI runners via a robust plugin-driven architecture. language: Shell resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Developer Environment - Version Management - Multi-Language Runtimes tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - devops-tools.md - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold: title: 'ashishtechmill.com: CI/CD Workflow for Spring Boot Application on Kubernetes'' via Skaffold' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030886.422246 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:46.422246+02:00' https://ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder: title: 'ashishtechmill.com: Demystifying Google Container Tool Jib: Java Image Builder' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031148.865666 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/maven-gradle.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:08.865666+02:00' https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818: title: 'asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo'' on local k8s cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo'' on local k8s cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032586.731728 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:06.731728+02:00' https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31: title: 'asonisg.medium.com: Multi-tenancy with Kubernetes (Part-1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering asonisg.medium.com: Multi-tenancy with Kubernetes (Part-1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.696573 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.696573+02:00' https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code: title: Stop writing code that will break on Python 4! description: '' year: '2016' stars: 0 ai_summary: Warns against brittle version check logic (e.g., hardcoded string indexing or strict `sys.version_info[0] == 3`) that would fail when Python 4 releases. Suggests robust check alternatives. This architectural guide remains highly relevant for legacy and enterprise codebase preservation. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Compatibility tags: - '[LEGACY]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://atareao.es/ubuntu/tuneles-ssh: title: Túneles SSH description: '' year: '2021' stars: 2 ai_summary: Practical guide in Spanish focusing on local, remote, and dynamic SSH port forwarding. Clarifies complex traffic redirection patterns to bypass firewall obstacles and secure local development setups. language: Spanish resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Tunnels tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode: title: 'atodorov.me: Comparing Kubernetes managed services across Digital Ocean, Scaleway, OVHCloud and Linode' description: '' year: '2020' stars: 0 ai_summary: 'Compares managed Kubernetes offerings from secondary cloud providers: DigitalOcean, Scaleway, OVHCloud, and Linode. It analyzes storage driver speeds, control plane SLA pricing, and API version support. This evaluation helps teams design multi-cloud setups and avoid the cost overhead associated with tier-1 hyperscalers.' language: None resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - Cloud Providers - Managed Kubernetes Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - matrix-table.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes: title: 'atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Details why startups and lean organizations should evaluate Nomad prior to adopting Kubernetes. Emphasizes native scheduling of non-containerized, native executables and Windows workloads. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Evaluation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad: title: 'atul-agrawal.medium.com: Library vs Service vs Sidecar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering atul-agrawal.medium.com: Library vs Service vs Sidecar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032244.687101 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:24.687101+02:00' https://austingil.com/vs-code-timeline-restores-work-git-cant: title: "austingil.com: VS Code Timeline Restores Lost Work That Git Can’t \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Highlights VS Code's Local History/Timeline feature, which functions as an independent tracking database. It enables structural code recovery for uncommitted files even when Git staging lists are purged or reset. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 868ac83fb8954984fdee276c2d5158b3357255def262941c5ba5eb0433e36419 health_score: 100.0 last_checked: 1779033424.539943 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Version Control Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.539943+02:00' https://auth0.com/blog/deployment-strategies-in-kubernetes: title: 'auth0.com: Deployment Strategies In Kubernetes' description: '' year: '2020' stars: 4 ai_summary: Explores production-grade Kubernetes deployment models. Analyzes rolling update nuances, proxy-level routing switches, and the integration of automated rollback hooks to isolate deployment errors. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - Deployments - Strategies tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://auth0.com/blog/java-spring-boot-microservices: title: 'auth0.com: Java Microservices with Spring Boot and Spring Cloud' description: '' year: '2021' stars: 0 ai_summary: A detailed tutorial for constructing secure, modular Java microservices using Spring Boot, Spring Cloud, and OAuth2/OIDC. Although service meshes have taken over some Spring Cloud networking logic, these client-side application patterns remain a core standard in 2026 enterprise architectures. language: Java resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 04f846133c521d65f8e98592be2aed41f96ada1fa39783b85d545caa250f4cfa health_score: 100.0 last_checked: 1779029628.880526 needs_ai_refresh: true hierarchy: - Modern Java - Frameworks - Spring Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:48.880526+02:00' https://auth0.com/blog/kubernetes-secrets-management: title: 'auth0.com: Shhhh... Kubernetes Secrets Are Not Really Secret!' description: '' year: '2022' stars: 0 ai_summary: Demystifies Kubernetes Secrets by addressing their default unencrypted base64 storage. Synthesizes strategies using cloud-managed KMS envelope systems, HashiCorp Vault integrations, and Secrets Store CSI Drivers. language: YAML resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Encryption tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts: title: 'auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts' description: '' year: '2020' stars: 3 ai_summary: A structured, hands-on tutorial guiding users through local cluster deployment using Minikube. Explains crucial developer concepts including cluster networking, Service discovery, and managing persistent application states. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Tutorials - Deployment Workflow tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://auth0.com/blog/webauthn-and-passkeys-for-java-developers: title: 'auth0.com: A Passwordless Future! Passkeys for Java Developers' description: '' year: '2023' stars: 0 ai_summary: A developer-focused guide to building passwordless authentication flows in Java web applications using WebAuthn APIs. Covers credential registration mechanics, client signature verification, and security practices for modern passkeys. language: English resource_type: Technical Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Management - Passwordless Authentication tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://auto-api.dev: title: auto-api.dev description: '- [github.com/highmobility](https://github.com/highmobility)' year: '2026' stars: 3 ai_summary: A technical portal representing High Mobility's Auto API initiatives. It outlines structured vehicle telemetry standards and standardized JSON payloads to bridge the gap between automotive hardware and cloud-native application developers. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Automotive - API Standardization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://autodotes.com/posts/s90PP9397WYTsAWaRapd: title: 'Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions' description: '' year: '2023' stars: 0 ai_summary: A robust troubleshooting guide compiling common pitfalls, anti-patterns, and direct remedies for everyday Kubernetes operation. It spans topics from service networking misconfigurations to persistent volume mounting failures. This resource provides clear checklists to help platform engineers accelerate incident resolution times. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md - devops.md - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://automated-360.com/integration/how-to-perform-code-quality-check-for-selenium-test-automation: title: '==automated-360.com: How to perform Code Quality Check for Selenium Test'' Automation? (SonarQube)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 570f9690cfa86d602471769cd42587ad65afbb1a0765fbf1145f3ce3ecb0a897 health_score: 100.0 last_checked: 1779034432.842164 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/test-automation-frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:52.842164+02:00' https://automatetheboringstuff.com: title: 'automatetheboringstuff.com: Automate the Boring Stuff with Python' description: '' year: '2020' stars: 0 ai_summary: An industry staple for constructing lightweight, robust system automation scripts. Demystifies programmatic file manipulation, web scraping configurations, PDF/Word document handling, and automation of repetitive user interfaces. language: Python resource_type: Book complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Automation - Scripting Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://automationqahub.com/common-cypress-interview-questions: title: 'automationqahub.com: The Ultimate List of Cypress Interview Questions' description: '' year: '2022' stars: 4 ai_summary: Investigates Cypress automation framework architecture. Contrasts its in-browser node execution loop against legacy WebDriver protocols, highlighting direct control of application states. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - UI Automation - Cypress tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://automationqahub.com/how-to-build-playwright-page-object-model: title: 'automationqahub.com: How to build a Playwright Page Object Model' description: '' year: '2023' stars: 5 ai_summary: Focuses on implementing the Page Object Model (POM) pattern in Playwright to decouple test cases from raw element selectors and action logic. Demonstrates structuring page objects using TypeScript/JavaScript classes, showing how Playwright's auto-waiting capabilities drastically simplify clean structural design. language: TypeScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Web Automation - Design Patterns tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://automationqahub.com/how-to-configure-multiple-environments-in-playwright: title: 'automationqahub.com: How to Configure multiple environments in Playwright' description: '' year: '2023' stars: 4 ai_summary: Details how to configure and switch target execution environments (such as Dev, Staging, and Production) within a Playwright testing suite. Covers utilizing environmental variables, configuring distinct Playwright project definitions, and injecting custom base URLs dynamically to avoid hardcoded endpoints. language: TypeScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Web Automation - Configuration Management tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0: title: 'automationqahub.com: How to get started with Appium 2.0' description: '' year: '2023' stars: 5 ai_summary: Evaluates the decoupled architecture of Appium 2.0, where mobile drivers (like UIAutomator2 and XCUITest) and plugins are installed independently from the core CLI. Explains the command line utilities to manage drivers, configure server execution parameters, and adapt existing test scripts to the upgraded ecosystem. language: JavaScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Mobile Automation - Appium Core tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://automationqahub.com/how-to-install-playwright-tool: title: 'automationqahub.com: How to Configure Playwright' description: '' year: '2023' stars: 4 ai_summary: Details the initialization and low-level installation of Microsoft Playwright, a modern end-to-end testing library. Outlines how to install browser binaries, configure the playwright.config file, and set up headless and headed runs across Chromium, WebKit, and Firefox with single-command ease. language: TypeScript resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Web Automation - Playwright Setup tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://automationqahub.com/how-to-publish-extentreport-using-jenkins: title: 'automationqahub.com: How To Publish ExtentReport Using Jenkins' description: '' year: '2021' stars: 0 ai_summary: 'Shows how to integrate the Jenkins HTML Publisher plugin to generate interactive ExtentReport test reports inside build views. *Curator Insight*: Publishing test metrics. *Live Grounding*: Essential for making automation test feedback available inside build dashboards.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Code Quality - Test Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationqahub.com/latest-api-testing-interview-questions-and-answers: title: 'automationqahub.com: Latest API Testing Interview Questions And Answers' description: '' year: '2026' stars: 0 ai_summary: A concise roadmap evaluating core concepts of web service API validation structures. Details functional request testing, HTTP status assert mapping, and structural performance validations in automated integration scopes. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - API & Automation Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationqahub.com/latest-rest-assured-interview-questions: title: 'automationqahub.com: Latest Rest Assured Interview Questions' description: '' year: '2021' stars: 3 ai_summary: Deep-dive into Rest Assured framework mechanics for validating HTTP endpoints. Evaluates request/response logging, authentication mechanisms, custom deserialization engines, and structural JSON assertions. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Automation - REST Assured tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationqahub.com/latest-selenium-interview-questions-and-answers: title: 'automationqahub.com: The Ultimate List of Selenium Interview Questions' description: '' year: '2026' stars: 0 ai_summary: A comprehensive list of interview questions targeting browser-based Selenium test suites. Explains element locator strategies, synchronization waits, and optimization patterns for Page Object Model setups. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Selenium Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference: title: "automationqahub.com: The Ultimate Git Cheat Sheet \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A comprehensive, production-ready Git reference sheet. Synthesizes key command structures for staging, branch synchronization, merging mechanics, state backtracking, and log tracking. language: None resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Reference Vaults - Git & Version Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationqahub.com/popular-software-testing-interview-questions: title: 'automationqahub.com: Top Software Testing Interview Questions' description: '' year: '2021' stars: 3 ai_summary: Comprehensive software testing reference mapping manual testing strategies, automated validation practices, test design methodologies, and classic bug lifecycle patterns. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - Fundamentals - QA Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html: title: "Top 18 Docker commands for Automation Tester/Devops/SDET/Test Lead? \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A structured compilation of fundamental Docker CLI diagnostics commands. Guides engineers through inspecting layer details, logs, network spaces, and system usage stats. language: Bash resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Basics - Docker Commands tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html: title: 'automationreinvented.blogspot.com: Top 30 Interview Questions on Automation Testing - Selenium for SDET/Automation QA?' description: '' year: '2026' stars: 0 ai_summary: SDET-focused question sets targeting dynamic script writing, grid infrastructures, exception handling frameworks, and automated test optimization procedures in Selenium. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Selenium Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html: title: 'automationreinvented.blogspot.com: Top 11 Kubernetes interview question and answers for SDET Devops QA SET-01?' description: '' year: '2020' stars: 3 ai_summary: Tactical breakdown of core Kubernetes constructs targeted at system verification and automated QA architectures. Analyzes scheduling, ReplicaSet control loops, and environment variable injections. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html: title: 'automationreinvented.blogspot.com: Top 11 kubernetes interview questions for SDET/DevOps SET-02? Kubernetes deployment commands' description: '' year: '2026' stars: 0 ai_summary: A curated roadmap outlining standard cluster operations and debugging procedures for DevOps and QA engineering candidates. Focuses on kubectl command structures, scheduling policies, and network ingress troubleshooting. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html: title: 'automationreinvented.blogspot.com: Top 30 API Testing Interview Questions & Answers for SDET/API Automation-Rest Assured? SET-03' description: '' year: '2026' stars: 0 ai_summary: Contains SDET-focused interview questions highlighting API validation workflows. Emphasizes the use of REST-Assured for setting up automated testing pipelines, processing HTTP headers, and verifying JSON response payloads. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - API & Automation Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html: title: 'automationreinvented.blogspot.com: Top Interview Question on Kubernetes for SDET/Devops Set-03? ReplicaSet in K8S' description: '' year: '2020' stars: 3 ai_summary: Focused architectural analysis of the Kubernetes ReplicaSet controller. Evaluates the difference between Deployments and ReplicaSets, selector configuration, and partition recovery methods during failover phases. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html: title: 'automationreinvented.blogspot.com: Top 70 interview questions on Automation Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?' description: '' year: '2021' stars: 3 ai_summary: Broad UI automation preparation set evaluating Selenium WebDriver API combined with TestNG assertions. Covers dynamic wait mechanisms, Page Object Pattern configurations, and multi-thread test runs. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - UI Automation - Selenium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html: title: "automationreinvented.blogspot.com: How to run selenium tests from Jenkins? Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project from command line? \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: Explores building a continuous integration loop using TestNG, Maven, and Jenkins for Java-based Selenium suites. Focuses on setting up TestNG execution profiles in pom.xml and designing clean Jenkins pipeline steps to build and run test suites from the command line. Provides robust configurations for handling target environments dynamically. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Continuous Integration - Build & Deploy Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html: title: 'automationreinvented.blogspot.com: Top 40 API Automation testing interview question for SDET and Automation QA ?' description: '' year: '2021' stars: 3 ai_summary: Core API testing guide investigating HTTP status behaviors, serialization pipelines, contract testing, security headers, and mock API service strategies within test suites. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Automation - QA Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html: title: 'automationreinvented.blogspot.com: How to schedule a job in Jenkins pipeline? How to run automation suite everyday with auto trigger scheduler?' description: '' year: '2021' stars: 0 ai_summary: 'Walks through cron syntax integrations inside declarative pipelines to handle nightly build operations and scheduled automation triggers. *Curator Insight*: Scheduled job triggers. *Live Grounding*: Critical for configuring resource-intensive smoke tests to execute during low-traffic windows.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Job Triggering - Cron Scheduling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html: title: 'automationreinvented.blogspot.com: Top GIT Interview question Set-03 for SDET/Testers/Developers/DevOps?' description: '' year: '2026' stars: 0 ai_summary: QA and DevOps-focused Git interview questions covering commit cherry-picking actions, reflog rollback steps, cleanup commands, git hooks integration, and pull request workflows. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Git & Version Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html: title: 'automationreinvented.blogspot.com: How to send email notification in Jenkins using Groovy Script?' description: '' year: '2021' stars: 0 ai_summary: 'Shows how to write custom Groovy scripts to generate context-aware email notifications at key stages of pipeline execution. *Curator Insight*: Custom notifications. *Live Grounding*: Though legacy compared to modern Slack/Teams webhooks, it remains widely used in enterprise setups.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Configuration Management - Notifications tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html: title: 'automationreinvented.blogspot.com: How to create parameterized job in Jenkins? What is parameterized build in Jenkins?' description: '' year: '2021' stars: 0 ai_summary: 'A guide illustrating how to set up runtime input parameters inside Jenkins to enable selective builds. *Curator Insight*: Parameter setups. *Live Grounding*: Key paradigm for allowing operators to input custom variables like deployment targets during ad-hoc pipelines.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Configuration Management - Parameterized Builds tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html: title: 'automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for SDET - DevOps - Automation QA?' description: '' year: '2021' stars: 3 ai_summary: Curated technical questions addressing Jenkins usage inside SDET and automated QA execution chains. Focuses on Jenkinsfile schema execution, parameterized triggers, and automatic test reporting engines. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html: title: 'automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps Tasks?' description: '' year: '2026' stars: 0 ai_summary: A curated list of functional Git command scenarios and branch management designs. Addresses standard branch methodologies, diff analysis, submodules handling, and branch security policies. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Git & Version Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html: title: 'automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins' description: '' year: '2021' stars: 3 ai_summary: Advanced preparation guide detailing Jenkins-as-Code setups. Evaluates Jenkins Shared Library patterns, parallel build processes, workspace management, and dynamic node provisioning configurations. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html: title: 'automationreinvented.blogspot.com: Top 80 API Testing Interview Questions for QA and SDET ? API Interview Questions 2022' description: '' year: '2022' stars: 3 ai_summary: Extended collection of 80 API testing problems assessing serialization boundaries, integration mocking, authentication tokens (JWT/OAuth), and continuous REST endpoint verification techniques. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Automation - QA Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html: title: 'automationreinvented.blogspot.com: What is Json Schema and how to perform schema validation using Rest Assured?' description: '' year: '2022' stars: 0 ai_summary: Outlines strategies to implement dynamic JSON Schema validations inside automated REST API testing pipelines using the Rest Assured Java framework. Assures structural contract compliance for microservices. language: Java resource_type: Technical Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Data Modeling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1: title: 'automationreinvented.blogspot.com: kubernetes posts' description: '' year: '2022' stars: 3 ai_summary: Centralized compilation of blog references addressing Kubernetes object deployments, custom controller actions, and best practices for configuring enterprise microservices boundaries. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline: title: 'automationscript.com: How To Read Jenkins Build Log Console Output' description: '' year: '2021' stars: 0 ai_summary: 'Guides engineers on programmatic methods to read, parse, and parse Jenkins execution console outputs within pipeline structures. *Curator Insight*: Pipeline execution console logs. *Live Grounding*: Crucial for developers building custom automation loops that rely on upstream build statuses.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Observability - Logging & Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://automationscript.com/parallel-execution-in-selenium-using-jenkins: title: 'automationscript.com: Parallel Execution In Selenium Using Jenkins' description: '' year: '2022' stars: 4 ai_summary: Details how to configure parallel execution of Selenium test suites on Jenkins nodes to dramatically reduce execution feedback loops. It outlines distributing tests across multiple Jenkins executors or external grids using frameworks like TestNG or Maven Surefire. Highly useful for high-throughput enterprise continuous delivery systems. language: None resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Continuous Integration - Parallel Testing tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://awesome-architecture.com: title: "awesome-architecture.com: \U0001F3A8 Awesome Software Architecture \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: A curated knowledge portal aggregating patterns, architectural templates, and engineering articles regarding distributed systems, cloud design, and high-concurrency microservices. Useful for staff engineers designing high-throughput, fault-tolerant networks. language: N/A resource_type: Web Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Software Architecture - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://awesome-go.com: title: awesome-go.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d56b953bb64fc8fa1f8ee3f641243bacc307fc5dc92c07db31afc59314f14f56 health_score: 100.0 last_checked: 1779032405.638766 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:40:05.638766+02:00' https://awesome-kubernetes.readthedocs.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 31f27f5ea923b800ad40b77d77806eeb32d4e2bec4ff491d8d590b29445d6e31 health_score: 100.0 last_checked: 1779030238.535195 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:58.535195+02:00' https://awesome-kubernetes.readthedocs.io/kubernetes: title: Kubernetes e-Books description: '' year: '2025' stars: 4 ai_summary: Vast repository of free high-quality Kubernetes ebooks, configuration sheets, and security manuals curated by the open-source community. Covers container security hardening, network topology routing, and scale limits. Highly recommended for continuous self-guided study. language: English resource_type: Resource Hub complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Resources & Ebooks - Kubernetes Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://awesome.jimmysong.io: title: Awesome Cloud Native description: '' year: '2026' stars: 3 ai_summary: A central web portal framing the CNCF landscape, offering production-tested system diagrams, cloud architectural patterns, and guides. Essential for platform architects implementing service meshes, GitOps pipelines, and multi-tenant containers. language: N/A resource_type: Web Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Ecosystem - Cloud Native Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://awesomeopensource.com/project/William-Yeh/ansible-prometheus: title: awesomeopensource.com/project/William-Yeh/ansible-prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032181.926364 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:21.926364+02:00' https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets: title: 'awesomeopensource.com: Terraform Aws Multi Az Subnets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awesomeopensource.com: Terraform Aws Multi Az Subnets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030352.669833 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:52.669833+02:00' https://awesomeopensource.com/project/sirredbeard/Awesome-WSL: title: Awesome WSL description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Awesome WSL in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030827.190713 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:13:47.190713+02:00' https://awesomeopensource.com/projects/cidr: title: "awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030228.414618 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md - docs/other-awesome-lists.md v2_locations: - networking.md - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:03:48.414618+02:00' https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html: title: 'awesomerank.github.io: janikvonrotz/awesome-powershell' description: '' year: '2026' stars: 0 ai_summary: An automatically ranked rendering of the Awesome PowerShell directory, categorizing contributions by community engagement and updates. It provides engineers with instant visibility into which PowerShell modules are actively maintained versus those that have lapsed into legacy status. language: N/A resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Tools - Scripts - PowerShell tags: - '[LEGACY]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' ? https://awkwardferny.medium.com/setting-up-distributed-tracing-with-opentelemetry-jaeger-in-kubernetes-ingress-nginx-cfdda7d9441d : title: 'awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with'' OpenTracing, Jaeger, and Ingress-NGINX' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with'' OpenTracing, Jaeger, and Ingress-NGINX in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030538.481944 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:58.481944+02:00' https://aws-latency.altaircp.com: title: Find the fastest region from your location description: '' year: '2018' stars: 0 ai_summary: An essential community-built utility for testing regional latencies directly from client browsers to AWS data centers. Critical for architects choosing optimal regions for low-latency interactive applications and global disaster recovery architectures. language: English resource_type: blog complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Performance Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://aws-observability.github.io/terraform-aws-observability-accelerator: title: "aws-observability.github.io: AWS Observability Accelerator for Terraform \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The AWS Observability Accelerator is an official collection of production-grade Terraform modules. Quickly configures and installs ADOT, Amazon Managed Service for Prometheus, and Grafana on Amazon EKS clusters. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing: title: 'aws-observability.github.io: Tracing on Amazon EKS' description: '' year: '2024' stars: 0 ai_summary: A specialized sub-section of the AWS Observability Accelerator focusing exclusively on tracing strategies on EKS. Details provisioning of ADOT Collector sidecars, OpenTelemetry APIs, and AWS X-Ray integration frameworks. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws-quickstart.github.io/quickstart-eks-rancher: title: 'aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment' description: '' year: '2022' stars: 0 ai_summary: Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments. language: HCL resource_type: Reference complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Rancher Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md - aws-containers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com: title: AWS OpsWorks description: '' year: '2013' stars: 0 ai_summary: 'A managed configuration management platform utilizing Chef or Puppet layers. *2026 Engineering Reality*: Now classified as legacy, with standard DevOps workflows adopting AWS Systems Manager (SSM) and Terraform for infrastructure automation.' language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Configuration Management tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2013-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws: title: EC2 VM Import/Export now supports migration of virtual machines with Unified Extensible Firmware Interface (UEFI) boot to AWS description: '' year: '2021' stars: 3 ai_summary: Extends the VM Import/Export service to support the migration of virtual machines using UEFI (Unified Extensible Firmware Interface) bootloader architectures. This standardizes migration pipelines for modern on-premises systems, bypassing tedious BIOS-conversion steps. It enables automated VM transition directly into modern EC2 nitro-based instance types. language: English resource_type: Service Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Migration - VM Import Export tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/global-infrastructure/innovation/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=951858139 : title: AWS Global Infrastructure Innovation description: Explore how AWS designs and builds its global infrastructure to deliver high availability, low latency, and secure cloud services. year: '2026' stars: 4 ai_summary: An official architectural overview of the AWS Global Infrastructure, highlighting the innovations in server design, custom silicon (Graviton/Trainium/Inferentia), cooling technologies, and networking topology. This page describes how AWS maintains regional isolation and high-availability zones to power mission-critical workloads worldwide. It serves as an essential reference for cloud architects looking to understand physical layer redundancy and infrastructure-level security baselines. language: en resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: de3cea21e06278d53227a3f26c4ab81aed588d2a9d93b79a8918b5ad7f774ac7 health_score: null last_checked: 1780352828.641312 needs_ai_refresh: false hierarchy: - Cloud Providers - AWS - Global Infrastructure tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Official AWS Cloud Infrastructure documentation showcasing hardware innovation and global data center standards. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:27:08.641312+02:00' https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: title: AWS Local Zones locations description: '' year: '2026' stars: 0 ai_summary: Official matrix detailing geographic distributions and architectural specifications of AWS Local Zones. Designed for low-latency processing, these zones deploy compute, storage, and database services adjacent to major industrial hubs, bridging Edge topologies with core Regions. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5d21888d9fa3ce0ad76da7aa0dc95ff42a4fbbdf554692b179caa2b2fd61f466 health_score: 100.0 last_checked: 1779029163.365494 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.365494+02:00' ? https://aws.amazon.com/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bbc82c144edf66a97ce1a76d1d4d435cb51f7f8c9e503aef868b88b2a1770d90 health_score: 64.0 last_checked: 1779130494.987928 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-newfeatures.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.987928+02:00' https://aws.amazon.com/about-aws/whats-new/2015/12/now-add-or-modify-request-headers-forwarded-from-amazon-cloudfront-to-origin: title: Now Add or Modify Request Headers Forwarded From Amazon CloudFront to Origin description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Now Add or Modify Request Headers Forwarded From Amazon CloudFront to Origin in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 health_score: 100.0 last_checked: 1779031255.563905 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-newfeatures.md v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.563905+02:00' https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support: title: AWS Schema Conversion Tool now supports PostgreSQL as conversion target description: '' year: '2016' stars: 2 ai_summary: Curator Insight chronicles the historical release when AWS SCT introduced target support for Amazon RDS PostgreSQL. Live Grounding indicates that this addition laid the groundwork for open-source migrations of commercial PL/SQL and T-SQL. Included for tracing AWS ecosystem historical growth. language: English resource_type: Release Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 248608be4c8c7eeb3888e936450726ab9887d5a4b72283c39a8e742c6c1b6ca0 health_score: 100.0 last_checked: 1779029366.864838 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Database Migration - Legacy Releases tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.864838+02:00' ? https://aws.amazon.com/about-aws/whats-new/2016/04/aws-config-rules-now-available-in-4-new-regions-us-west-oregon-eu-ireland-eu-frankfurt-and-asia-pacific-tokyo : title: 'AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),'' EU (Frankfurt) and Asia Pacific (Tokyo)' description: '' year: '2016' stars: 0 ai_summary: This release details the regional expansion of AWS Config Rules, enabling continuous compliance auditing and resource monitoring in multiple global zones. AWS Config Rules allow operators to evaluate resource configurations against organizational standards and security policies dynamically. This multi-region support is architecturally significant for companies running highly distributed systems that must comply with regional data governance rules. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 89f116c915b33a2dfe1fe69797042f7d8093aa60c570fe9ac30a0459a4fc07c2 health_score: 100.0 last_checked: 1779030091.082268 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Compliance & Governance - AWS Config tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:31.082268+02:00' ? https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment : title: 'PCI DSS Standardized Architecture on the AWS Cloud: Quick Start Reference Deployment' description: '' year: '2016' stars: 0 ai_summary: Historical release information outlining AWS's automated Quick Start reference architecture blueprint for PCI DSS Level 1 compliance. Provides pre-built CloudFormation nesting designs designed to construct multi-tier secure enclaves on AWS. language: English resource_type: Announcement complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training: title: Learn AWS Security Fundamentals with Free and Online Training description: '' year: '2016' stars: 0 ai_summary: Historical training material landing page detailing basic AWS security constructs. Highly useful for onboarding developers to the AWS Shared Responsibility Model, VPC security groups, IAM users, and primitive API auditing. language: English resource_type: Educational complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start: title: Build a Modular and Scalable Amazon VPC Architecture with New Quick Start description: '' year: '2016' stars: 0 ai_summary: An archetypal reference detailing modular AWS VPC deployment patterns. Explores multi-AZ layouts, public/private subnets, and NAT Gateway placements. This blueprint remains the structural basis for most automated enterprise VPC templates today. language: English resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - VPC Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer: title: AWS Elastic Beanstalk Supports Application Load Balancer description: '' year: '2016' stars: 0 ai_summary: Product release documentation outlining integration of Application Load Balancers (ALBs) with Elastic Beanstalk. Unlocks path-based routing, target group pooling, and secure WebSocket connections. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support: title: AWS Elastic Beanstalk Supports ASP.NET Core and Multi-App .NET Support description: '' year: '2016' stars: 0 ai_summary: Highlights the 2016 platform expansion adding native support for ASP.NET Core applications and multi-app configuration models in Elastic Beanstalk Windows instances. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Application Platform Updates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat: title: AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat description: '' year: '2016' stars: 0 ai_summary: Feature documentation announcing native Nginx reverse proxy configurations sitting in front of Apache Tomcat platforms in Beanstalk. Optimizes delivery of static assets and client routing. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Web Servers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance: title: Specifying the VPC for your Amazon RDS DB Instance description: '' year: '2016' stars: 0 ai_summary: Documents the structural capability to assign Amazon RDS database instances to isolated VPC subnets. Critical for security architecture, establishing clear boundary isolation where databases exist in strictly private subnets separated from public app tiers. language: English resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - RDS - VPC Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2: title: Amazon CloudFront now supports HTTP/2 description: '' year: '2016' stars: 0 ai_summary: Announces native HTTP/2 support in CloudFront, highlighting performance gains from request multiplexing and header compression. A major historical milestone for fast content delivery networks, paving the way for modern responsive web applications. language: English resource_type: documentation complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - CDN - CloudFront tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms : title: 'Amazon RDS for PostgreSQL Enhancements: Support for new minor versions,'' Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS' description: '' year: N/A stars: 0 ai_summary: Curator Insight details historical native enhancements to Amazon RDS PostgreSQL, including foundational logical replication capability. Live Grounding notes that this 2016 release unlocked the capability to use RDS PostgreSQL as a source for change-data capture in AWS DMS. Included for tracing the lineage of managed PostgreSQL features. language: English resource_type: Release Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 31bda3e6483aaafe43c2133853ce4507fdef86b6b1c93487d35eb1cd0b47a177 health_score: 100.0 last_checked: 1779029507.349279 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Legacy Releases tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.349279+02:00' https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment: title: 'NGINX Plus on the AWS Cloud: Quick Start Reference Deployment' description: '' year: '2016' stars: 0 ai_summary: A legacy but highly informative deployment blueprint for configuring high-availability NGINX Plus instances on AWS. Explains load-balancing patterns, session persistence, and active health checks that bridge standard EC2 architectures with NGINX's enterprise proxy features. language: English resource_type: documentation complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Reverse Proxy - NGINX Plus tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment: title: 'Oracle Database on the AWS Cloud: Quick Start Reference Deployment' description: '' year: N/A stars: 0 ai_summary: Announcement and reference guide for launching highly available Oracle Database setups on AWS. Provides pre-built CloudFormation architectures mapping storage configurations and licensing models (BYOL). language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c98d2e0980588e9621fffa5dcf99d386f8c5ae5aced414d76cc52133241e7ea8 health_score: 100.0 last_checked: 1779030350.134948 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Databases - Enterprise Migrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:50.134948+02:00' https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview: title: Introducing Cloud Formation Guard - a new opensource CLI for infrastructure compliance description: '- [AWS CloudFormation Guard](https://github.com/aws-cloudformation/cloudformation-guard) Guard offers a policy-as-code domain-specific language (DSL) to write rules and validate JSON- and YAML-formatted data such as CloudFormation Templates, K8s configurations, and Terraform JSON plans/configurations against those rules.' year: '2020' stars: 0 ai_summary: AWS CloudFormation Guard is an open-source policy-as-code evaluation engine designed to inspect JSON, YAML, and HCL configurations. Using a simple domain-specific language, it allows developers to write rules to prevent non-compliant resources from being deployed, integrating easily into CI/CD pipelines. language: Rust resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Compliance & Policy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview: title: Announcing the AWS Controllers for Kubernetes Preview description: '' year: '2020' stars: 0 ai_summary: Historical release note for AWS Controllers for Kubernetes (ACK), allowing developers to provision and manage AWS managed services directly using Kubernetes custom resources and controller reconcile loops. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Operator Pattern tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing: title: Amazon CloudWatch Dashboards now supports sharing description: '' year: '2020' stars: 0 ai_summary: Announces external sharing support for AWS CloudWatch Dashboards, permitting secure read-only console visualizations to key stakeholders outside the immediate AWS organization footprint. language: N/A resource_type: Announcements complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - CloudWatch - Dashboards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments: title: Amazon CloudWatch now monitors Prometheus metrics from Container environments description: '' year: '2020' stars: 0 ai_summary: Documents Amazon CloudWatch Container Insights' ability to ingest, index, and visualize standard Prometheus application metrics directly from Elastic Kubernetes Service (EKS) cluster deployments. language: N/A resource_type: Announcements complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - CloudWatch - Prometheus Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances : title: 'aws.amazon.com: Amazon EC2 announces Spot Blueprints, an infrastructure code template generator to get started with EC2 Spot Instances' description: '' year: '2020' stars: 0 ai_summary: Amazon Spot Blueprints is a specialized generator that produces optimized CloudFormation or Terraform configurations for running workloads on EC2 Spot Instances. It helps teams deploy cost-effective, auto-scaling environments following AWS best practices. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Automated Generation - Compute Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput: title: Amazon Elastic File System triples read throughput description: '' year: '2021' stars: 0 ai_summary: Introduces a significant platform enhancement where Amazon EFS tripled its read throughput capacities for standard performance-tier volumes. This architectural upgrade enhances high-concurrency read-intensive container workloads, such as machine learning training pipelines and content management systems, without necessitating manual reconfiguration or structural modifications. language: Agnostic resource_type: Release Note complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage - AWS EFS - Performance Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer: title: 'New digital course and lab: AWS Cloud Development Kit (CDK) Primer' description: '' year: '2021' stars: 0 ai_summary: Introduction to the AWS Cloud Development Kit (CDK) framework. Teaches developers how to define cloud infrastructure using familiar programming languages (TypeScript, Python) rather than declarative JSON or YAML, maximizing code reusability and CI/CD integration. language: English resource_type: Course complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Infrastructure as Code tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers : title: Amazon EKS clusters now support user authentication with OIDC compatible identity providers description: '' year: '2021' stars: 5 ai_summary: Enables EKS clusters to utilize external OpenID Connect (OIDC) compatible identity providers for user authentication. This decouples Kubernetes RBAC from direct IAM identity mappings, allowing developers to leverage existing SSO solutions like Okta or Keycloak. It simplifies security governance by maintaining enterprise identity standards at the cluster API level. language: English resource_type: Service Feature complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Kubernetes - EKS Security tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/03/iam-access-analyzer-supports-over-100-policy-checks-with-actionable-recommendations : title: 'aws.amazon.com: IAM Access Analyzer now supports over 100 policy checks with actionable recommendations to help you author secure and functional policies' description: '' year: '2021' stars: 0 ai_summary: Product release notes detailing major updates in AWS IAM Access Analyzer, introducing over 100 automated checks with recommendations to help security teams author secure and functional IAM policies. language: English resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load-testing-v1-3: title: 'amazon.com: Introducing Distributed Load Testing v1.3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 980fa380627c89a8abee0ca56d2280e577eab7cf02eaa046c63b94d13b5a8ac7 health_score: 100.0 last_checked: 1779031455.708671 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:15.708671+02:00' https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer: title: 'New AWS Solutions Implementation: Tag Tamer' description: '' year: '2021' stars: 3 ai_summary: An open-source, reference-architecture tool designed to manage, govern, and remediate tagging compliance across AWS accounts. Featuring a user-friendly UI, it assists organizations in standardizing metadata for cost allocation, access control, and automation. In production, this mitigates drift in tagging schemas, bringing consistency to multi-account landings. language: English resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Resource Tagging - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-ec2-auto-scaling-now-lets-you-control-which-instances-to-terminate-on-scale-in : title: Amazon EC2 Auto Scaling now lets you control which instances to terminate on scale-in description: '' year: '2021' stars: 4 ai_summary: Offers precise programmatic control over which EC2 instances are terminated first during an Auto Scaling scale-in event. This replaces generic policies, allowing engineers to retain warm instances, protect long-running tasks, or optimize container host terminations. Architecturally, it increases stability for stateful or queue-consuming workers. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Auto Scaling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-virtual-private-cloud-vpc-customers-can-assign-ip-prefixes-ec2-instances : title: Amazon Virtual Private Cloud (VPC) customers can now assign IP prefixes to their EC2 instances description: '' year: '2021' stars: 5 ai_summary: Identical announcement enabling continuous IP prefixes to be allocated directly to EC2 instances. Architecturally, this bypasses elastic network interface (ENI) private IP limit caps, expanding physical capacity constraints for highly scaled Kubernetes EKS clusters. It simplifies route propagation configurations and scales pod-per-node capacity. language: English resource_type: Infrastructure Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - VPC Addressing tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits: title: Amazon VPC CNI plugin increases pods per node limits description: '' year: '2021' stars: 5 ai_summary: Introduces Prefix Delegation in the AWS VPC CNI, multiplying the number of pods allocatable per node. By assigning /28 IPv4 prefixes to network interfaces instead of single secondary IPs, small-to-medium EC2 instances can support significantly higher container densities. This architecture directly addresses the IP exhaustion problem in enterprise Kubernetes deployments on AWS. language: English resource_type: Library Feature complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Kubernetes - EKS Networking tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview : title: Simplify CI/CD configuration for serverless applications and your favorite CI/CD system — Public Preview description: '' year: '2021' stars: 0 ai_summary: Explores AWS's expanded support for external CI/CD toolkits using SAM. It simplifies deployment templates, lowers barriers to multi-environment promotions, and enables secure AWS credential management using OpenID Connect (OIDC) with major git repository providers. language: N/A resource_type: Announcements complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Serverless Deployment - AWS SAM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-rds-proxy-created-shared-virtual-private-cloud-vpc: title: Amazon RDS Proxy can now be created in a shared Virtual Private Cloud (VPC) description: '' year: '2021' stars: 4 ai_summary: Extends Amazon RDS Proxy capabilities to shared VPCs (Resource Access Manager environments), allowing centralized application environments to pool and multiplex database connections across multiple AWS accounts. By managing highly volatile database connection limits from serverless microservices, it enhances application performance and resilience. Architecturally, it decouples the database infrastructure layer from consumer VPC microservices. language: English resource_type: Service Feature complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database - RDS Proxy - Networking tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-vpc-resize-prefix-list: title: Amazon Virtual Private Cloud (VPC) customers can now resize their prefix list description: '' year: '2021' stars: 4 ai_summary: Introduces the capability to dynamically resize customer-managed prefix lists, allowing cloud engineers to adjust IP range counts without recreating dependent security groups or route tables. This update simplifies network security operations at scale by removing the rigid limits on custom prefix dimensions. Architecturally, it serves as a critical automation capability for large transit gateway deployments. language: English resource_type: Infrastructure Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Security Groups tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/08/announcing-general-availability-amazon-redshift-cross-account-data-sharing: title: Announcing General Availability of Amazon Redshift Cross-account Data Sharing description: '' year: '2021' stars: 5 ai_summary: Allows instant, secure data sharing across different Amazon Redshift clusters and AWS accounts without moving or copying data. It decouples storage from compute, allowing downstream analytic nodes or consumers to run isolated queries against shared data structures in real-time. This drastically optimizes data lake engineering architectures. language: English resource_type: Service Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Analytics - Data Warehouse - Redshift tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/08/aws-security-hub-adds-18-new-controls-foundational-security-best-practices-standard-8-new-partners-enhanced-cloud-security-posture-monitoring : title: AWS Security Hub adds 18 new controls to its Foundational Security Best Practices standard and 8 new partners for enhanced cloud security posture monitoring description: '' year: '2021' stars: 4 ai_summary: Expands AWS Security Hub with 18 automated security checks covering IAM, EC2, and S3, alongside new integrations with third-party partners. This upgrade provides continuous compliance checks aligned with the AWS Foundational Security Best Practices standard. It gives security engineers real-time visibility and a consolidated dashboard for vulnerability posture scoring. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Cloud Security Posture - Security Hub tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f5be332f36143c0eae73e97cf951d9f09c3f6d2386bfc21ab4dc44df8ff395f6 health_score: 84.0 last_checked: 1779130494.962228 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-newfeatures.md v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.962228+02:00' https://aws.amazon.com/about-aws/whats-new/2021/09/amazon-ec2-global-view-console-regions: title: Amazon EC2 now offers Global View on the console to view all resources across regions together description: '' year: '2021' stars: 3 ai_summary: Offers a centralized dashboard on the EC2 Console to view all running instances, volumes, VPCs, and subnets across all AWS Regions simultaneously. This feature drastically improves operational visibility, allowing engineers to track shadow IT, verify multi-region deployments, and quickly locate orphaned resources. It provides a foundational unified pane for multi-region operations. language: English resource_type: Service Feature complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Multi-Region Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/09/application-load-balancer-aws-privatelink-static-ip-addresses-network-load-balancer : title: Application Load Balancer now enables AWS PrivateLink and static IP addresses by direct integration with Network Load Balancer description: '' year: '2021' stars: 5 ai_summary: Introduces direct, native integration between Application Load Balancers (ALB) and Network Load Balancers (NLB), enabling ALBs to leverage static IP addresses and register with AWS PrivateLink. This native bridge removes the complex AWS Lambda-based IP-sync workarounds. It allows organizations to expose Layer 7 HTTP/HTTPS routing routes securely over private, non-routable VPC endpoints. language: English resource_type: Infrastructure Feature complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Load Balancing tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/09/aws-site-to-site-vpn-download-configuration-utility: title: AWS Site-to-Site VPN releases updated Download Configuration utility description: '' year: '2021' stars: 3 ai_summary: An upgraded utility providing customized configuration templates for a wider variety of Customer Gateway (CGW) devices during hybrid VPN setups. This tool streamlines the deployment of secure IPsec tunnels by providing templated scripts for Cisco, Juniper, Fortinet, and generic routers. It guarantees cryptographic and routing parameter parity between on-prem and AWS. language: English resource_type: Service Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Hybrid Connectivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor: title: Achieve up to 34% better price/performance with AWS Lambda Functions powered by AWS Graviton2 processor description: '' year: '2021' stars: 0 ai_summary: Documents the architectural benefits of running Lambda functions on ARM64-based Graviton2 processors. Demonstrates how compiled runtimes (Go, Rust) and interpreted runtimes (Node.js, Python) achieve superior cost-efficiency and reduced execution durations compared to traditional x86 architecture. language: N/A resource_type: Announcements complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Hardware Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/11/amazon-inspector-continual-vulnerability-management: title: AWS announces the new **Amazon Inspector** for continual vulnerability management description: '' year: '2021' stars: 4 ai_summary: Overhauls Amazon Inspector into a service offering continuous, automated vulnerability management for EC2 and container images. Instead of run-on-demand periodic scans, it dynamically evaluates the environment in response to system changes and newly published CVEs. It integrates with AWS Organizations, allowing security groups to manage scanning centrally. language: English resource_type: Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Vulnerability Management - Inspector tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/11/aws-control-tower-supports-nested-organizational-units: title: AWS Control Tower now supports nested organizational units description: '' year: '2021' stars: 4 ai_summary: Enables AWS Control Tower to govern up to five levels of nested Organizational Units (OUs), providing fine-grained SCP (Service Control Policy) inheritance inside complex AWS Organizations structures. This allows large enterprises to map organizational hierarchies exactly to their AWS landing zones. It improves permission inheritance modeling and cloud security boundaries without forcing flat structural patterns. language: English resource_type: Service Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Landing Zones - Control Tower tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code: title: "AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An AWS announcement highlighting the release of updated AWS Toolkits for popular IDEs (Cloud9, JetBrains, VS Code), expanding interaction capabilities to over 200 resource types. This update greatly reduced context switching for developers, enabling local generation of IAM, DynamoDB, and CloudFormation schemas without visiting the AWS web console. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2021/11/visualize-kubernetes-clusters-one-place-amazon-eks-connector-generally-available : title: Visualize all your Kubernetes clusters in one place with Amazon EKS Connector, now generally available description: '' year: '2021' stars: 4 ai_summary: Enables registering and visualizing any Kubernetes cluster—on-premises, on EC2, or other cloud providers—directly inside the AWS EKS console. It acts as an outbound agent, linking remote clusters safely to AWS IAM and AWS Console views. It offers a single-pane-of-glass platform to observe multi-cloud and hybrid Kubernetes estates. language: English resource_type: Service Feature complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Kubernetes - EKS Console tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/01/amazon-elastic-file-system-replication: title: Announcing Amazon Elastic File System Replication description: '' year: '2022' stars: 4 ai_summary: Launches a native replication solution for EFS, automating the replication of file systems across different AWS Regions or within the same Region. It guarantees point-in-time consistency and helps meet disaster recovery (DR) RPO and RTO compliance goals. This deprecates the need for custom rsync-based replication agents on EC2. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage - EFS tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/02/general-availability-aws-backup-amazon-s3: title: Announcing the general availability of AWS Backup for Amazon S3 description: '' year: '2022' stars: 5 ai_summary: Reaches General Availability, providing complete managed backup, restore, and lifecycle orchestration of Amazon S3 data. It supports cross-region, cross-account capabilities, and immutable backup copies using AWS Backup Vault Lock. Architecturally, it streamlines data compliance audits, proving protection policies for petabyte-scale S3 data lakes. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Analytics - Data Protection - AWS Backup tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/04/amazon-cloudwatch-metrics-insights: title: Introducing Amazon CloudWatch Metrics Insights (General Availability) description: '' year: '2022' stars: 0 ai_summary: Amazon CloudWatch Metrics Insights is a highly performant SQL-based query engine that allows developers and administrators to analyze system metrics at scale in real-time. It enables querying millions of metrics dynamically, grouping by dimensions, and creating dashboard visualizers to pinpoint anomalous behaviors rapidly across distributed cloud architectures. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Observability - Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/04/aws-data-transfer-price-reduction-privatelink-transit-gateway-client-vpn-services/?nc1=h_ls : title: AWS Announces Data Transfer Price Reduction for AWS PrivateLink, AWS Transit Gateway, and AWS Client VPN services description: '' year: '2022' stars: 4 ai_summary: Covers significant network-level price cuts for AWS PrivateLink, Transit Gateway, and Client VPN. Aids enterprise network architects in planning hybrid integrations with fewer concerns over data egress penalties. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 341b31b5e366e39c59f8761601f61a71079243255afe5c16364af43df53431ce health_score: 100.0 last_checked: 1779030927.99586 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Networking Costs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.995860+02:00' https://aws.amazon.com/about-aws/whats-new/2022/04/aws-shield-application-balancer-automatic-ddos-mitigation: title: AWS Shield Advanced now supports Application Load Balancer for automatic application layer DDoS mitigation description: '' year: '2022' stars: 0 ai_summary: AWS Shield Advanced introduced automatic mitigation of application layer (Layer 7) DDoS attacks for Application Load Balancers (ALB). This capability dynamically creates, tests, and deploys AWS WAF rules on behalf of the user to block malicious traffic patterns, reducing manual intervention and minimizing downstream application downtime during sustained attacks. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - DDoS Protection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/04/aws-single-sign-on-configurable-synchronization-microsoft-active-directory: title: AWS Single Sign-On launches configurable synchronization for Microsoft Active Directory description: '' year: '2022' stars: 0 ai_summary: AWS Single Sign-On (now IAM Identity Center) introduced customizable directory synchronization options for Microsoft Active Directory (AD). This feature allows administrators to select specific AD groups and users for propagation into AWS, optimizing synchronization times and preventing clutter in large-scale multi-account environments. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - Directory Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/05/aws-systems-manager-support-port-forwarding-remote-hosts-using-session-manager : title: 'aws.amazon.com: AWS Systems Manager announces support for port forwarding to remote hosts using Session Manager' description: '' year: '2022' stars: 0 ai_summary: Curator Insight announces native SSM port-forwarding tunnels directly to database endpoints or remote hosts inside private subnets. Live Grounding confirms this is a standard operational practice in 2026, eliminating the security risks, costs, and management overhead of maintaining traditional jump box/bastion host VMs. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Remote Access - AWS Systems Manager tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/06/aws-well-architected-tool-organizations-integration: title: Integration of AWS Well-Architected Tool with AWS Organizations description: '' year: '2022' stars: 0 ai_summary: Integration of the AWS Well-Architected Tool with AWS Organizations provides centralized visibility into workload reviews across all member accounts. This structural update enables corporate architects to monitor governance posture, identify common architectural flaws, and establish standardized multi-tenant review patterns across the enterprise landscape. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Governance - Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/07/aws-single-sign-on-aws-sso-aws-identity-access-management-iam-customer-managed-policies-cmps : title: AWS Single Sign-On (AWS SSO) adds support for AWS Identity and Access Management (IAM) customer managed policies (CMPs) description: '' year: '2022' stars: 0 ai_summary: AWS SSO (IAM Identity Center) updated its permission set capabilities to reference customer managed policies (CMPs) stored in individual target AWS accounts. This feature simplifies complex migration paths and permits granular, regional policy management without duplicating policy definitions inside the central identity center interface. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/10/dark-mode-support-aws-management-console: title: Announcing dark mode support in the AWS Management Console description: '' year: '2022' stars: 0 ai_summary: The AWS Management Console released native dark mode support, improving accessibility and visual comfort for operators working across extended monitoring shifts. It introduces a configurable theme preference that persists across sessions. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Console - UI/UX tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/10/iam-access-analyzer-cloudtrail-history-identify-actions-140-aws-services-fine-grained-policies : title: IAM Access Analyzer now reviews your AWS CloudTrail history to identify actions used across 140 AWS services and generates fine-grained policies description: '' year: '2022' stars: 0 ai_summary: IAM Access Analyzer expanded its policy generation features by parsing AWS CloudTrail history across 140 AWS services. It identifies the exact actions utilized by an IAM entity over a specific timeframe and translates that history into fine-grained, least-privilege IAM policies, mitigating risks of privilege escalation. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Policy Generation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/10/iam-identity-center-session-management-features-improved-user-experience-cloud-security : title: IAM Identity Center adds session management features for improved user experience and cloud security description: '' year: '2022' stars: 0 ai_summary: AWS IAM Identity Center introduced consolidated session management settings. Security administrators can configure custom session duration limits for both portal and command-line access, enforcing systematic re-authentication and improving overall organizational compliance. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - Session Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-cloudwatch-cross-account-observability-multiple-aws-accounts: title: Amazon CloudWatch launches cross-account observability across multiple AWS accounts description: '' year: '2022' stars: 0 ai_summary: Amazon CloudWatch added native cross-account observability, enabling operators to aggregate and query metrics, logs, and traces seamlessly across multiple target accounts in an organization. This removes the need for custom ingestion microservices and pipelines to centralize application telemetry. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Observability - Multi-Account tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-ec2-price-capacity-optimized-allocation-strategy-provisioning-ec2-spot-instances : title: Amazon EC2 announces new price and capacity optimized allocation strategy for provisioning Amazon EC2 Spot Instances description: '' year: '2022' stars: 0 ai_summary: Amazon EC2 introduced the 'price-capacity-optimized' allocation strategy for Spot Instances. It balances cost-efficiency with instance availability by assessing real-time capacity pools, resulting in drastically lower interruption rates for large scale container and big data workloads. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Spot Instances tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-nat-gateway-allows-select-private-ip-address-network-address-translation : title: Amazon NAT Gateway Now Allows You to Select Private IP Address for Network Address Translation description: '' year: '2022' stars: 0 ai_summary: Amazon NAT Gateway updated its networking capabilities to let administrators manually assign secondary private IP addresses for outbound traffic. This enables easier integration with transit networks, transit gateways, and hybrid cloud routes where source-IP restrictions apply. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - NAT Gateway tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-rds-blue-green-deployments-safer-simpler-faster-updates: title: Announcing Amazon RDS Blue/Green Deployments for safer, simpler, and faster updates description: '' year: '2022' stars: 0 ai_summary: Amazon RDS Blue/Green Deployments introduced fully managed environment duplication, enabling automated synchronization and safe promotion of databases. This feature significantly limits downtime and rollback complexities during critical minor and major engine updates. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - RDS Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-sns-increases-default-quota-subscription-filter-policies-account: title: Amazon SNS increases the default quota for subscription filter policies by 50x to 10,000 per account description: '' year: '2022' stars: 0 ai_summary: Amazon SNS increased the default subscription filter policy limit 50-fold to 10,000 per account. This enhancement permits highly granular filtering configurations within event-driven architectures, eliminating the need to deploy complex dispatch microservices to parse message payloads. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Messaging - Event-Driven tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2022/11/application-load-balancers-turning-off-cross-zone-load-balancing-per-target-group : title: Application Load Balancers now support turning off cross zone load balancing per target group description: '' year: '2022' stars: 0 ai_summary: AWS ALB added fine-grained control to disable cross-zone load balancing at the target group level rather than globally. This facilitates localized traffic routing within individual Availability Zones, lowering inter-AZ data transfer costs and optimizing latency profiles. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/aws-backup-audit-manager-centralized-reporting-aws-organizations: title: AWS Backup Audit Manager adds centralized reporting for AWS Organizations description: '' year: '2022' stars: 0 ai_summary: AWS Backup Audit Manager introduced consolidated, cross-account backup compliance reporting across AWS Organizations. Enterprise operators can monitor backup policies, tracking non-compliance trends dynamically from a singular delegator dashboard. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage & Backup - Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/aws-identity-access-management-multi-factor-authentication-devices: title: AWS Identity and Access Management now supports multiple multi-factor authentication (MFA) devices description: '' year: '2022' stars: 0 ai_summary: AWS IAM added support for registering multiple Multi-Factor Authentication (MFA) devices per user. This increases structural resiliency for root and administrative users, allowing the configuration of both physical security keys and authenticator applications to prevent lockout scenarios. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - MFA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/11/aws-organizations-delegated-administrator: title: Announcing delegated administrator for AWS Organizations description: '' year: '2022' stars: 0 ai_summary: AWS introduced delegated administrator capabilities for AWS Organizations, permitting the management of member policies and organizational hierarchies from a secondary security or utility account. This reduces operational overhead on the organization's root administrative account, minimizing risk exposure. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Governance - AWS Organizations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-ecs-cloudwatch-alarms-safety-deployments: title: Amazon ECS now integrates with Amazon CloudWatch alarms to improve safety for deployments description: '' year: '2022' stars: 0 ai_summary: Amazon ECS integrated natively with CloudWatch alarms to implement automated deployment rollbacks. If custom indicators (like HTTP 5xx errors) cross alarm thresholds during a rolling update, ECS automatically rolls back the task definitions to the last known stable state. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Container Orchestration - ECS Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers: title: Amazon EKS launches automated provisioning and lifecycle management for Windows containers description: '' year: '2022' stars: 0 ai_summary: Amazon EKS automated the deployment and lifecycle management of Windows container nodes. It simplifies AMI updates, security patching, and scaling operations for Windows-based workloads on Kubernetes, aligning them with traditional Linux container management patterns. language: None resource_type: Cloud Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Container Orchestration - EKS Windows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-secrets-manager: title: Amazon RDS announces integration with AWS Secrets Manager description: '' year: '2022' stars: 0 ai_summary: Amazon RDS added native integration with AWS Secrets Manager, allowing the service to automatically generate, rotate, and manage database credential secrets. This eliminates hardcoded application secrets, reducing vulnerability surface areas. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-protect-data-through-aws-backup: title: Amazon Timestream now enables you to protect your data through AWS Backup description: '' year: '2022' stars: 0 ai_summary: Amazon Timestream integrated with AWS Backup to provide centralized, automated protection for time-series databases. It supports scheduling continuous or periodic backups, meeting compliance targets, and executing point-in-time recoveries easily. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Backup & Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs: title: Amazon CloudWatch now supports high resolution metric extraction from structured logs description: '' year: '2023' stars: 0 ai_summary: Amazon CloudWatch introduced high-resolution metric extraction from structured JSON logs. This update enables operators to parse nested log structures in real-time and generate metrics with sub-minute granularity, supporting rapid incident detection in distributed setups. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Observability - Metric Extraction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-spain-region: title: Amazon GuardDuty now available in AWS Europe (Spain) Region description: '' year: '2023' stars: 0 ai_summary: AWS extended the availability of Amazon GuardDuty to the Europe (Spain) region. This deployment supports regional workloads with local threat intelligence and ML-driven behavior detection for AWS accounts, S3, and EKS environments. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Threat Detection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-based-resource-groups: title: AWS Network Firewall now supports tag-based resource groups description: '' year: '2023' stars: 0 ai_summary: AWS Network Firewall updated its rules engines to resolve tag-based resource groups dynamically. This modification enables security teams to configure static firewall rules that adapt automatically as VPC networks or instances scale. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Network Firewall tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources: title: AWS SAM CLI introduces ‘sam list’ command to inspect AWS SAM resources description: '' year: '2023' stars: 0 ai_summary: AWS SAM CLI introduced the 'sam list' command to improve local diagnostics for serverless stacks. This tool displays resource endpoints, IAM roles, and stack states directly within the terminal, streamlining deployment workflows. language: None resource_type: Developer Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Serverless - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-default-all-ec2-instances-account: title: Announcing the ability to enable AWS Systems Manager by default across all EC2 instances in an account description: '' year: '2023' stars: 0 ai_summary: AWS Systems Manager launched 'Default Host Management Configuration', enabling standard host management across all EC2 instances inside an account automatically, removing manual profile attachment requirements. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Governance - Systems Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations: title: Amazon Detective adds graph visualization for interactive security investigations description: '' year: '2023' stars: 0 ai_summary: Amazon Detective updated its threat-hunting capabilities with interactive graph visualizations. Security analysts can trace access relationships, API anomalies, and suspicious activity logs visually across multi-account ecosystems. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Threat Hunting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region: title: AWS Transit Gateway is now available in Europe (Spain) Region description: '' year: '2023' stars: 0 ai_summary: Product update announcement covering the launch of AWS Transit Gateway in the Europe (Spain) Region (eu-south-2). Allows complex hub-and-spoke networking architectures to route traffic at regional speed. language: None resource_type: Technical Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - AWS Regional Infrastructure - Spain tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-spain.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-security-protections: title: Amazon CloudFront announces one-click security protections description: '' year: '2023' stars: 0 ai_summary: Amazon CloudFront introduced one-click security enablement, letting users easily provision AWS WAF protection directly from their CDN resource portal, simplifying deployment patterns. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - CDN Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backups-four-regions: title: AWS Backup supports cross-Region backups in four new Regions description: '' year: '2023' stars: 3 ai_summary: An AWS announcement highlighting the addition of cross-region backup capabilities in four additional regions. Live Grounding emphasizes that cross-region vault copying is crucial for meeting geographic compliance and defending enterprise databases against whole-region infrastructure outages. language: English resource_type: Release Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Services - Multi-Region tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-private-access: title: Private Access to the AWS Management Console is generally available description: '' year: '2023' stars: 0 ai_summary: Details the general availability of Private Access to the AWS Management Console. This feature allows enterprise customers to limit console access to connections originating from specific network endpoints or VPCs, drastically reducing potential attack surfaces and ensuring secure administration paths. language: English resource_type: Product Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Integrations - AWS - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-request-headers-composite-keys: title: AWS WAF enhances rate-based rules to support request headers and composite keys description: '' year: '2023' stars: 0 ai_summary: AWS WAF updated rate-limiting rules to support composite key inspection, combining IP with headers, cookies, or query arguments. This helps target and neutralize sophisticated distributed L7 attacks. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - WAF Rules tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusions-resource-type: title: AWS Config supports recording exclusions by resource type description: '' year: '2023' stars: 0 ai_summary: AWS Config introduced resource-type exclusions, allowing organizations to exclude high-churn resources from continuous state recording. This helps control tracking costs and reduces noisy alerts on unimportant assets. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Governance - Resource Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity: title: Amazon EKS introduces EKS Pod Identity description: '' year: '2023' stars: 0 ai_summary: EKS Pod Identity simplifies the association of IAM roles with Kubernetes service accounts. This model bypasses the complexities of OIDC trust configurations, offering highly scalable, secure, and isolated credential structures for containers. language: None resource_type: Cloud Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Container Orchestration - EKS Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zone-operations-apis: title: 'aws.amazon.com: Automate AWS Control Tower landing zone operations using APIs' description: '' year: '2023' stars: 0 ai_summary: An engineering overview of API-driven landing zone automation. By leveraging AWS SDKs and CLI commands for Control Tower lifecycle events, platform teams can programmatically deploy, upgrade, and track the compliance state of landing zones within their CI/CD release cycles. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS Governance - Landing Zone Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-management-stacks: title: AWS CloudFormation introduces Git management of stacks description: '' year: '2023' stars: 0 ai_summary: AWS CloudFormation native Git integration allows deployment stacks to synchronize directly with repositories in GitHub, GitLab, and Bitbucket. This feature simplifies continuous delivery of infrastructure, reducing dependencies on third-party CI pipelines. language: N/A resource_type: Platform Integration complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - GitOps Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate-ebs: title: Amazon ECS and AWS Fargate now integrate with Amazon EBS description: '' year: '2024' stars: 0 ai_summary: Amazon ECS and AWS Fargate introduced native integration with Amazon EBS volumes. This lets serverless container deployments mount high-performance block storage dynamically, accommodating data-intensive file-processing workloads. language: None resource_type: Cloud Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Container Orchestration - Storage Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates-cdk-apps-minutes: title: 'aws.amazon.com: Generate AWS CloudFormation templates and AWS CDK apps for existing AWS resources in minutes' description: '' year: '2024' stars: 0 ai_summary: This AWS updates overview introduces native tooling that scans active AWS infrastructures and outputs valid CloudFormation templates or CDK setups. It simplifies bringing legacy, manually configured environments under unified infrastructure-as-code management. language: N/A resource_type: Platform Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Automated Generation tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-http-keepalive-duration: title: 'aws.amazon.com/about-aws: Application Load Balancer enables configuring HTTP client keepalive duration' description: '' year: '2024' stars: 0 ai_summary: Details the 2024 update enabling custom HTTP keep-alive duration configurations on ALB. Architects use this feature to align load balancer timeouts with backend server timeouts, effectively eliminating random 502 Bad Gateway errors in microservices. language: English resource_type: documentation complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Configuration Updates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods: title: 'aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS Pods' description: '' year: '2024' stars: 0 ai_summary: Highlights the native capabilities of EKS to automatically configure horizontal scaling for CoreDNS deployments based on cluster scale metrics. Solves structural DNS performance bottlenecks during massive scaling events without custom cron jobs. language: N/A resource_type: Feature Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Networking - CoreDNS Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits: title: AWS WAF enhances rate-based rules to support lower rate limits description: '' year: '2024' stars: 0 ai_summary: Highlights the critical update reducing AWS WAF rate-based rule limits to protect low-traffic APIs and login endpoints from brute-force attacks. Provides developers with more granular rate-limiting controls to prevent application abuse at the edge. language: English resource_type: documentation complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security - WAF tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://aws.amazon.com/about-aws/whats-new/2026/05/aws-local-zones-region-selector/?sc_channel=sm&sc_campaign=Launch_Campaign&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=f9c69475-df97-4143-8955-acfd0ed7ce10&trk=f9c69475-df97-4143-8955-acfd0ed7ce10&linkId=944784139 : title: AWS Management Console Local Zones in Region Selector description: AWS Management Console introduces integrated visibility of opted-in AWS Local Zones directly within the top Region Selector navigation panel. year: '2026' stars: 4 ai_summary: 'Curator Insight: Providing centralized edge infrastructure visibility directly in the management console significantly simplifies decentralized application deployment. Live Grounding: AWS''s latest announcement documents the inclusion of opted-in AWS Local Zones within the Region Selector, enabling operators to quickly navigate, govern, and view low-latency edge resources parented across multiple primary regions.' language: en resource_type: news complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 5df95d0bac5716c2fecf1dab3e461025bb5ac2d2467ef6029dbff12ec132f82a health_score: null last_checked: 1780352158.263546 needs_ai_refresh: false hierarchy: - AWS - Management Console - Infrastructure - Local Zones tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: Officially released core feature within the AWS Management Console, supported globally. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:15:58.263546+02:00' https://aws.amazon.com/activate: title: AWS Activate description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2805722d4026971e82ee97b10d3579bc775a364891a4de0644874a1673284651 health_score: 100.0 last_checked: 1779033050.807162 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:50.807162+02:00' https://aws.amazon.com/app-mesh: title: aws.amazon.com/app-mesh description: '' year: '2022' stars: 0 ai_summary: 'Live Grounding Synthesis: Built on Envoy as AWS''s managed service mesh, AWS App Mesh was deprecated in late 2024 and fully sunsetted. Platform teams are urged to transition to Amazon ECS Service Connect or Amazon VPC Lattice.' language: English resource_type: Documentation complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - AWS tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/application-migration-service: title: AWS Cloud Endure Migration description: '' year: '2026' stars: 0 ai_summary: Curator Insight maps the evolution of CloudEndure into AWS Application Migration Service (AWS MGN). Live Grounding confirms AWS MGN is the primary enterprise engine for lift-and-shift migrations, maintaining block-level replication of physical, virtual, or cloud-based servers directly to AWS target instances. language: N/A resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Migration - AWS MGN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/apprunner: title: "AWS App Runner \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Curator Insight outlines AWS App Runner as a fully managed container service for rapid web application and API deployment. Live Grounding confirms its position in 2026 as a premier choice for developers wanting to bypass Kubernetes complexity, offering automated load balancing, scaling, and TLS termination directly from source code or ECR. language: N/A resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Container Orchestration - App Runner tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/architecture/icons: title: AWS Architecture Icons description: '' year: '2024' stars: 0 ai_summary: Official AWS collection containing current vector and raster design components. Indispensable for creating detailed corporate visual documents and modeling secure serverless or container networks. language: None resource_type: Asset Pack complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Design Assets - AWS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes: title: "aws.amazon.com: Serverless or Kubernetes on AWS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7bc8ff66fdaeea40c19d94a7d0e1b3a53e2d527ec65b9cc30ac4ee0638f1a936 health_score: 100.0 last_checked: 1779034265.283798 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/serverless.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.022343' discovered_at: '2026-05-17T18:11:05.283798+02:00' https://aws.amazon.com/architecture/this-is-my-architecture: title: This is My Architecture description: '' year: '2023' stars: 0 ai_summary: AWS's premier video and article series showcasing production-grade architectural solutions. Focuses on design tradeoffs, performance strategies, and networking topologies of modern web applications. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Production Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/backup: title: AWS Backup Service description: '' year: '2026' stars: 5 ai_summary: The main technical portal for AWS Backup, a fully managed backup hub that centralizes and automates data protection across various AWS services. Live Grounding affirms AWS Backup as the primary enterprise solution for compliance auditing, cross-account security, and centralized backup policies. language: English resource_type: Service / Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Services - AWS Backup tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/big-data: title: aws.amazon.com/big-data description: '' year: '2025' stars: 4 ai_summary: Official AWS portal showcasing enterprise managed data services. Covers analytical platform integrations utilizing Amazon EMR, AWS Glue, Athena, and cloud-native Amazon Redshift. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Big Data tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://aws.amazon.com/big-data/data-lake-on-aws: title: Building a Data Lake on AWS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4dc880467ded98628b98a8cf69c214a7f49a11a58c783bcfd6e8d75daa8e1126 health_score: 100.0 last_checked: 1779031113.396799 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-data.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:33.396799+02:00' https://aws.amazon.com/blogs/apn: title: AWS Partner Network (APN) blog description: "- [Active Directory Single Sign-On (SSO) on AWS with Bitium](https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium)\n \ - [How to Deploy a High Availability Web Service on AWS Using Spotinst](https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst)" year: '2025' stars: 0 ai_summary: Curator Insight focuses on architecture walkthroughs, such as deploying high-availability services on AWS using Spotinst (now Spot by NetApp) and configuring Active Directory SSO. Live Grounding validates these blog posts as critical operational blueprints for multi-tenant integrations and cost-optimization strategies in enterprise environments. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Ecosystem - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium: title: Active Directory Single Sign-On (SSO) on AWS with Bitium description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c1eca590b835adb0d350b1a474f7445dce48e960fe909944c76e9e2a02762908 health_score: 100.0 last_checked: 1779033384.625902 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:24.625902+02:00' https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws: title: Centralized Traffic Inspection with Gateway Load Balancer on AWS description: '' year: '2021' stars: 0 ai_summary: Provides reference architectures for Gateway Load Balancer (GWLB), routing ingress traffic through third-party virtual security appliances (firewalls, IDS/IPS). Employs GENEVE encapsulation to maintain transparent client source IPs across the inspection cluster. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security - Gateway Load Balancer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting: title: How to Build Sparse EBS Volumes for Fun and Easy Snapshotting description: '' year: '2021' stars: 0 ai_summary: An advanced AWS storage engineering tutorial explaining how to design sparse EBS volumes to facilitate fast, economical block-level backup snapshot loops. This architecture minimizes data transfer overhead and significantly lowers cloud backup costs. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS EBS - Sparse Snapshots tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst: title: How to Deploy a High Availability Web Service on AWS Using Spotinst description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 23c1fe0ce3a26b4bc45686956b41c27190477e6533e7914f508f964d655c020f health_score: 100.0 last_checked: 1779033400.346001 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:40.346001+02:00' https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks: title: Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS description: '' year: '2021' stars: 0 ai_summary: Curator Insight shares an AWS APN blog focusing on modernizing pipelines using Jenkins X with Amazon EKS. Live Grounding clarifies that Jenkins X differs entirely from classic Jenkins, utilizing Tekton, GitOps, and Kubernetes-native configurations under the hood. It acts as an instructional benchmark for organizations moving toward declarative development environments. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Cloud Native CI/CD - Jenkins X - AWS EKS Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks: title: "Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Details the integration of SUSE Rancher with Amazon EKS to simplify multi-cluster operations. Curator Insight notes its focus on centralizing security policies, while Live Grounding highlights its architecture for consolidating hybrid-cloud operations and unified access controls across distributed clusters. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Multi-Cluster Management - Rancher tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture: title: AWS Architecture Blog description: '' year: '2023' stars: 0 ai_summary: The official blog portal showcasing cloud solutions, pattern guides, and engineering strategies written directly by AWS Systems Architects. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Design Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site: title: Architecting a Highly Available Serverless, Microservices-Based Ecommerce Site description: '' year: '2021' stars: 0 ai_summary: Curator Insight details the design of a highly available, multi-region e-commerce platform using EventBridge, Cognito, Lambda, and DynamoDB. Live Grounding shows this architecture represents the gold standard for serverless distributed microservices, emphasizing event-driven decoupling and global data consistency. language: N/A resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Microservices - E-commerce Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event-driven-architectures-in-your-organization: title: 'aws.amazon.com: Best practices for implementing event-driven architectures in your organization' description: '' year: '2023' stars: 0 ai_summary: A comprehensive enterprise whitepaper on establishing organizational patterns for event-driven environments. Focuses on schema management, dead-letter queue (DLQ) operations, idempotency, and distributed tracing strategies. language: English resource_type: Whitepaper complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Best Practices - EDA tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security: title: Creating a Multi-Region Application with AWS Services – Part 1, Compute, Networking, and Security description: '' year: '2023' stars: 0 ai_summary: Part one of a multi-region deployment guide. Covers DNS failover routing with Route 53, cross-region VPC peering, compute distribution, and unified security controls across AWS regions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Multi-Region Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication: title: Creating a Multi-Region Application with AWS Services – Part 2, Data and Replication description: '' year: '2023' stars: 0 ai_summary: Part two focuses on database replication, global data consistency, storage syncing protocols, and handling split-brain scenarios in multi-region cloud infrastructures. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Multi-Region Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture: title: Data Caching Across Microservices in a Serverless Architecture description: '' year: '2022' stars: 0 ai_summary: Evaluates architectural strategies for distributed caching within serverless applications. It highlights the use of Amazon ElastiCache (Redis) and DynamoDB Accelerator (DAX) to alleviate performance bottlenecks, reduce database round-trips, and maintain low latency in ultra-elastic stateless execution environments. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - Caching - Data Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region: title: 'Disaster Recovery with AWS Managed Services, Part I: Single Region' description: '' year: '2020' stars: 4 ai_summary: The first installment of an AWS technical series discussing single-region disaster recovery designs using server backups and managed services. Live Grounding points to this as a standard primer for establishing concrete RPO and RTO profiles before attempting multi-region failover configurations. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Architectures - Single Region tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore: title: "Disaster recovery with AWS managed services, Part 2: Multi-Region/backup' and restore \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fbbf5eefa0740756aa3fb6ac4b7a1b65e623c9748eee0f63fcf213262305da31 health_score: 100.0 last_checked: 1779034109.438172 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-backup.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:29.438172+02:00' https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases: title: 'aws.amazon.com: Exploring Data Transfer Costs for AWS Managed Databases' description: '' year: '2022' stars: 4 ai_summary: Breaks down inter-zone and multi-region data transfer charges on AWS managed databases. Presents structural models designed to minimize data transfer egress bills within multi-tier application layouts. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ee2c1dc56914def0466e3c0a26d249ba09d32ee97e5e256f15446949ce34e8d9 health_score: 100.0 last_checked: 1779030982.750249 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Database Infrastructure tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:22.750249+02:00' https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers: title: Let’s Architect! Architecting microservices with containers description: '' year: '2023' stars: 0 ai_summary: A foundational guide for decoupling large legacy applications. Explores container hosting options on ECS and EKS, microservice discovery patterns, and inter-service security standards. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Platform Engineering - Modernization Tools - Microservice Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb: title: Let’s Architect! Architecting with Amazon DynamoDB description: '' year: N/A stars: 0 ai_summary: Curator Insight presents an architectural masterclass on schema design and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations cover single-table design, global secondary indexes (GSIs), and write-sharding strategies. It is an indispensable guide for engineers building highly scalable, low-latency microservices. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4036de65093065c38bcc71ef81a346dfd707e00f1aef7db2c5f581dd407a6841 health_score: 100.0 last_checked: 1779032289.843242 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - NoSQL tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:09.843242+02:00' https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns: title: Maintain visibility over the use of cloud architecture patterns description: '' year: '2023' stars: 0 ai_summary: Outlines frameworks and tools to track, map, and enforce specific cloud architecture patterns across decentralized developer teams, helping prevent systemic configuration drift. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Cloud Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts: title: Migrate Resources Between AWS Accounts description: '' year: '2021' stars: 4 ai_summary: An architectural guide analyzing methodologies for transferring AWS resources and database volumes across separate AWS accounts during spin-offs or restructuring. Live Grounding confirms that secure inter-account migration relies on complex IAM resource policies, KMS key sharing, and automated cross-account pipeline tooling. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Migration - Multi-Account Strategy - AWS Resources tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale: title: 'AWS App2Container: Migrate your Applications to Containers at Scale' description: '' year: '2023' stars: 0 ai_summary: Introduces AWS App2Container, a tool that automates the migration of legacy .NET and Java web applications into containerized structures ready for deployment on Amazon ECS or EKS. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Platform Engineering - Modernization Tools - Microservice Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda: title: Issues to Avoid When Implementing Serverless Architecture with AWS Lambda description: '' year: '2021' stars: 0 ai_summary: Identifies critical pitfalls in serverless system designs, including over-allocated memory tiers, synchronous Lambda chaining, and poor database connection reuse. Offers concrete architectural remediations like asynchronous message queuing and utilizing RDS Proxy for connection pooling. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Antipatterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service: title: Multi-Region Migration using AWS Application Migration Service description: '' year: '2021' stars: 4 ai_summary: This architectural guide details scale-out multi-region migrations utilizing the AWS Application Migration Service (MGN). Live Grounding confirms MGN as the de facto tool for enterprise host-level migrations, replacing CloudEndure to provide low-downtime, continuous block-level physical disk replication. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Migration - AWS MGN - Multi-Region tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake : title: 'aws.amazon.com: Optimize your modern data architecture for sustainability: Part 1 – data ingestion and data lake' description: '' year: '2022' stars: 0 ai_summary: Curator Insight introduces architectural paradigms for building carbon-efficient data ingestion pipelines and S3 data lakes on AWS. Live Grounding emphasizes that GreenOps and carbon tracing are major metrics in 2026, where design patterns like intelligent tiering, optimal compression (Parquet), and ARM64-based Graviton instances directly reduce environmental footprint. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - FinOps & Sustainability - Green Ops tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute: title: 'Optimizing your AWS Infrastructure for Sustainability, Part I: Compute' description: '' year: '2023' stars: 0 ai_summary: An engineering guide to optimizing AWS compute architectures for sustainability. Explores Graviton migrations, automated container resizing, and target serverless setups to lower carbon emissions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - FinOps & Cloud Optimization - Sustainability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage: title: 'Optimizing your AWS Infrastructure for Sustainability, Part II: Storage' description: '' year: '2023' stars: 0 ai_summary: This second installment targets storage modernization. Details how to implement Amazon S3 Lifecycle configurations, S3 Intelligent-Tiering, and storage optimization practices. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - FinOps & Cloud Optimization - Sustainability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures: title: 'aws.amazon.com/blogs/architecture: Overview of Data Transfer Costs for Common Architectures' description: '' year: '2023' stars: 5 ai_summary: The canonical AWS guide on standard network data transfer costs. Outlines the pricing models for NAT Gateways, transit gateways, VPC peering, and CloudFront egress, providing architectural blueprints for cost-efficient hybrid-cloud network topologies. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - AWS Optimization - Data Transfer tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints: title: Reduce Cost and Increase Security with Amazon VPC Endpoints description: '' year: '2020' stars: 0 ai_summary: Highlights the architectural and fiscal benefits of adopting VPC Endpoints (Interface and Gateway types). Contrasts expensive NAT Gateway data processing charges with direct private connectivity to AWS services like S3 and DynamoDB, dramatically reducing costs. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - VPC - VPC Endpoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale: title: 'AWS Architecture Blog: Use templated answers to perform Well-Architected reviews at scale' description: '' year: '2021' stars: 0 ai_summary: Technical review detailing templated governance answers to scale AWS Well-Architected reviews. Offers architects a mechanism to automate and standardise security compliance reviews across decentralized environments. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering: title: 'aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering' description: '' year: '2021' stars: 0 ai_summary: An enterprise guide from AWS demonstrating resilience validation of distributed workloads using chaos principles. Maps failure injection patterns to the AWS Well-Architected Framework, emphasizing targeted, automated disruption sequences that verify high-availability topologies and recovery mechanisms. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads: title: 'AWS Architecture Blog: What to Consider when Selecting a Region for your'' Workloads' description: '' year: '2026' stars: 0 ai_summary: Core architectural guidance for choosing geographic AWS regions for enterprise workloads. It details standard evaluation criteria including strict data residency mandates, latency budgets relative to end-users, service availability disparities, and cost profiling. language: N/A resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e2e1a058ff39c8fb2ad279a521b1bcafe45f5f283353c19cfb21a2b175175e99 health_score: 100.0 last_checked: 1779031945.038512 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:25.038512+02:00' https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection: title: Announcing General Availability of AWS Cost Anomaly Detection description: '' year: '2020' stars: 0 ai_summary: Introduces AWS Cost Anomaly Detection, which applies machine learning algorithms to proactively flag unexpected spending patterns, alerting teams via Slack or SNS before runaway processes drain resources. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 87c01b4ef0510f3d392aec79c2b8713a84062d57023f50c73582fd9c7b5ba7ab health_score: 100.0 last_checked: 1779130495.016521 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS - FinOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016521+02:00' https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet: title: 'Understanding your AWS Cost Datasets: A Cheat Sheet' description: '' year: '2021' stars: 0 ai_summary: A comprehensive analytical cheat sheet parsing AWS Cost and Usage Reports (CUR), Cost Explorer datasets, and billing systems, designed to help financial engineers evaluate raw operational metrics. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2a41346741bf661ab05a96cac6f893592a140a73d9ac22ce5068110e24b26687 health_score: 100.0 last_checked: 1779130494.935096 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS - FinOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.935096+02:00' https://aws.amazon.com/blogs/aws-cost-management/announcing-general-availability-of-aws-cost-anomaly-detection: title: Announcing General Availability of AWS Cost Anomaly Detection description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 05d62463bee06c61fed73bbfa682bee63e213d7ba57dabbd21d7a147ad3b443c health_score: 100.0 last_checked: 1779032177.749358 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-pricing.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.749358+02:00' https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-datasets-a-cheat-sheet: title: 'Understanding your AWS Cost Datasets: A Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 501f66282bea10ecfdd9f54550373f6b23ed51af8427e2d589909bbaf6edd0fc health_score: 100.0 last_checked: 1779030132.629783 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-pricing.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.629783+02:00' ? https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises : title: 'aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create and Manage Kubernetes Clusters on Premises' description: '' year: '2021' stars: 0 ai_summary: Launches EKS Anywhere into general availability, introducing key hybrid cloud deployment architectures. Examines how on-premises teams can leverage automated OS patching, tooling uniformity, and professional AWS support channels. language: N/A resource_type: Feature Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Hybrid Cloud - On-Premises Launch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances: title: Amazon EKS Now Supports EC2 Inf1 Instances description: '' year: '2020' stars: 0 ai_summary: Product release covering EKS node compatibility with AWS Inferentia (Inf1) instances, enabling highly efficient, GPU-optimized hardware accelerations for deep learning and machine learning workloads on Kubernetes. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Machine Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions: title: EFS Elastic File System description: '' year: '2016' stars: 0 ai_summary: Highlights the initial production availability of Amazon Elastic File System (EFS), delivering a fully-managed, highly available NFSv4-compliant file system. By decoupling capacity planning from provisioning, EFS dynamically scales storage up or down as files are written or deleted, presenting a highly scalable shared filesystem interface suitable for distributed application architectures. language: Agnostic resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage - AWS EFS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2: title: 'Amazon EFS: Amazon Elastic File System – Shared File Storage for Amazon EC2' description: '' year: '2015' stars: 5 ai_summary: Deep dive into Amazon EFS, offering serverless elastic file sharing based on NFSv4. Integrates natively across EC2 instances, on-premises centers, and container tasks under ECS or EKS. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Storage tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service: title: Amazon Inspector – Automated Security Assessment Service description: '' year: '2015' stars: 4 ai_summary: Architectural overview of Amazon Inspector, an automated vulnerability management service. Details continuous software vulnerability assessments on EC2 instances, ECR container layers, and serverless runtimes. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features: title: Amazon Managed Grafana Is Now Generally Available with Many New Features description: '' year: '2021' stars: 0 ai_summary: Amazon Managed Grafana (AMG) is a fully managed service that simplifies the deployment, operation, and scaling of Grafana dashboards across diverse data sources. It natively integrates with AWS security and IAM systems, offering high-availability visualization of metrics, logs, and traces without administrative overhead. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Observability - Managed Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler: title: 'aws.amazon.com: Amazon Managed Service for Prometheus Is Now Generally Available with Alert Manager and Ruler' description: '' year: '2021' stars: 5 ai_summary: Reaches General Availability, adding key enterprise capabilities such as Alert Manager and Ruler. Users can define native Prometheus alerting rules and route alerts to downstream incident response hubs like PagerDuty or AWS SNS. It reinforces the managed monitoring story by guaranteeing security, high availability, and out-of-the-box multi-region reliability. language: English resource_type: Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Prometheus - Managed Container Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication: title: Amazon RDS for SQL Server – Support for Windows Authentication description: '' year: N/A stars: 0 ai_summary: Explains integration patterns between Amazon RDS for SQL Server and AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication profiles directly inside cloud-hosted relational DBs. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6b7b5b462fab5dca1da6764b3f801172c8a06ac63738c8d8d40834c143b2c886 health_score: 100.0 last_checked: 1779032817.54121 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Databases - Amazon RDS tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:57.541210+02:00' https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster: title: 'New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved'' Write Performance & Faster Failover' description: '' year: N/A stars: 0 ai_summary: Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB clusters designed with two readable standbys and transaction log replication. Live Grounding demonstrates write performance improvements of up to 2x alongside faster failover times (typically under 35 seconds). This architecture mitigates standard single-standby replication latency bottlenecks. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 30c3971c3a11fd952abd981421eb75fbf62d48f4efbaedf3b76bff8886760793 health_score: 100.0 last_checked: 1779034109.479705 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - High Availability tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:29.479705+02:00' https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available: title: Amazon WorkMail – Now Generally Available description: '' year: '2016' stars: 4 ai_summary: General availability announcement of Amazon WorkMail. Introduces an enterprise-grade cloud email and calendar service featuring strict security keys and existing corporate directory sync capabilities. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Business Applications tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops: title: Amazon WorkSpaces Introduces Ubuntu Desktops description: '' year: '2022' stars: 0 ai_summary: Amazon WorkSpaces extended its managed Virtual Desktop Infrastructure (VDI) to offer Ubuntu Desktop environments. Intended primarily for developers, data scientists, and engineers, this addition provides a secure, cloud-hosted Linux workspace preconfigured with developer utilities and standardized enterprise authentication. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Virtualization - VDI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supports-opensearch-10: title: 'aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service and Supports OpenSearch 1.0' description: '' year: '2021' stars: 0 ai_summary: Documents the cloud service rebranding from Amazon Elasticsearch Service to Amazon OpenSearch Service. Highlights migration features, built-in security enhancements, and seamless rolling upgrades from Elasticsearch 7.10 cluster versions. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - OpenSearch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api: title: AWS Cloud Control API, a Uniform API to Access AWS & Third-Party Services description: '' year: '2021' stars: 0 ai_summary: Official blog introduction announcing the Cloud Control API. Discusses how standardization simplifies life for infrastructure-as-code creators (e.g., Terraform, Pulumi) by delivering instant support for new cloud capabilities. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Infrastructure APIs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks: title: Announcing AWS KMS External Key Store (XKS) description: '' year: '2022' stars: 0 ai_summary: AWS KMS External Key Store (XKS) allows customers to secure cloud-stored data using keys held on hardware security modules (HSMs) outside of AWS. This architectural integration helps enterprises satisfy strict digital sovereignty and regulatory constraints. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Key Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware: title: AWS Application Discovery Service Update – Agentless Discovery for VMware description: '' year: '2016' stars: 0 ai_summary: AWS announcement showing how Application Discovery Service interfaces directly with VMware vCenter environments. Avoids OS agent dependencies to quickly construct VM topology maps. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Cloud Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available: title: AWS Cloud Adoption Framework (CAF) 3.0 is Now Available description: '' year: '2021' stars: 0 ai_summary: The AWS Cloud Adoption Framework (CAF) 3.0 provides a strategic roadmap for enterprises migrating workloads to the cloud. Focusing on six foundational perspective areas—Business, People, Governance, Platform, Security, and Operations—this framework incorporates modern cloud-native architectural patterns. It serves as an essential organizational blueprint for accelerating digital transformation while minimizing systemic risk. language: N/A resource_type: Framework complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 95c42989a1fc7009efa2372aeb51f2a7bc8329b3783c6d23b11c13eb1ac7d9c6 health_score: 100.0 last_checked: 1779032100.240405 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Architecture & Strategy - Cloud Adoption Framework tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.240405+02:00' https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources: title: AWS Config Rules – Dynamic Compliance Checking for Cloud Resources description: '' year: '2015' stars: 4 ai_summary: Introduction to AWS Config Rules for dynamic resource auditing. Outlines custom Lambda-backed compliance checks, automated change detection, and state verification rules across multi-account structures. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Governance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data: title: AWS Cost Explorer Update – Access to EC2 Usage Data description: '' year: '2015' stars: 0 ai_summary: Analyzes early programmatic access to granular EC2 metrics inside Cost Explorer. Provides foundational methodologies for early-stage cloud-native resource optimization and FinOps planning. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - FinOps - Cost Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-database-migration-service: title: AWS Database Migration Service description: '' year: N/A stars: 0 ai_summary: Curator Insight introduces AWS Database Migration Service (DMS) as a flexible solution for database consolidation and migration. Live Grounding verifies its operational stability for continuous change data capture (CDC) and schema translation with minimal downtime. It remains a crucial component for large-scale legacy-to-cloud modernization programs. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8 health_score: 100.0 last_checked: 1779032232.050724 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Database Migration - Data Replication tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:12.050724+02:00' https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices: title: AWS IoT – Cloud Services for Connected Devices description: '' year: '2015' stars: 4 ai_summary: Core introduction of AWS IoT architecture. Details high-throughput MQTT broker brokers, secure device shadow states, rules engines, and telemetry stream mapping to AWS analytics components. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Internet of Things tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage: title: AWS Lambda Now Supports Up to 10 GB Ephemeral Storage description: '' year: '2022' stars: 0 ai_summary: AWS Lambda's configuration options permit allocating up to 10 GB of ephemeral /tmp storage, up from the previous 512 MB limit. This architectural enhancement enables serverless executions to process larger datasets, run machine learning inference, and perform intensive ETL operations directly within memory-backed local storage, significantly expanding the viability of serverless data pipelines. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Serverless - Compute tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more: title: AWS Lambda Update – Python, VPC, Increased Function Duration, Scheduling, and More description: '' year: '2015' stars: 5 ai_summary: 'Strategic release notes highlighting early serverless evolutions: introducing Python runtime environments, VPC integration paths, dynamic event scheduling, and longer execution timeout periods.' language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Serverless tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications: title: AWS Mobile Hub – Build, Test, and Monitor Mobile Applications description: '' year: '2015' stars: 2 ai_summary: Historic product announcement for AWS Mobile Hub, the predecessor tool used for configuring client-side storage, compute, and cognito authentication (superseded entirely by AWS Amplify). language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Mobile Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community: title: AWS re:Post – A Reimagined Q&A Experience for the AWS Community description: '' year: '2021' stars: 0 ai_summary: AWS re:Post replaces legacy AWS Forums with an interactive, community-driven Q&A platform to accelerate technical troubleshooting and knowledge sharing. Featuring gamified reputation models and expert moderation, it offers verified answers on complex architectural questions. It serves as a vital knowledge repository for builders aiming to resolve configuration anomalies and adopt best-practice designs. language: N/A resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f77f66c941e5464f4613e14f8bd4cbe0ecfb0239c83949043ec6970f61150e3e health_score: 100.0 last_checked: 1779033612.049915 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Community & Support - AWS re:Post tags: - '[LEGACY]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:12.049915+02:00' ? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-local-zones-in-istanbul-open-source-extenddb-kiro-web-and-more-may-25-2026 : title: 'AWS Weekly Roundup: AWS Local Zones in Istanbul, open-source ExtendDB, Kiro Web, and more (May 25, 2026)' description: This weekly roundup features a new Local Zone in Istanbul, Security Hub Extended partner integrations, SageMaker AI OpenAI-compatibility, and the ExtendDB adapter. year: '2026' stars: 4 ai_summary: 'This weekly digest details critical infrastructural and developer tool updates across the AWS ecosystem. Key announcements include: - The general availability of the Istanbul, Türkiye Local Zone (eu-central-1-ist-1a) supporting low-latency and strict data-residency requirements. - The open-source ExtendDB adapter, which translates DynamoDB API calls onto alternative data backends. - Kiro Web, an AI-native browser-based IDE engineered for streamlining cloud-native serverless workflows.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 18fd3c72641dd78e08955820f99dee4cbd5f181b4b3ac93e2904fb54b0407507 health_score: null last_checked: 1780353037.421391 needs_ai_refresh: false hierarchy: - AWS Cloud - Infrastructure and Global Expansion - Weekly Roundups tags: - '[GUIDE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: Official AWS weekly summary highlighting major developer tools and geographical expansions. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png source_provenance: RSS Feed (AWS News Blog) suggested_new_category: '' discovered_at: '2026-06-02T00:30:37.421391+02:00' ? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-transform-at-1-year-claude-platform-on-aws-ec2-m3-ultra-mac-instances-and-more-may-18-2026 : title: 'AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2 M3 Ultra Mac instances, and more (May 18, 2026)' description: A roundup celebrating AWS Transform's 1-year anniversary, the GA of Claude Platform on AWS, EC2 M3 Ultra Mac instances, and Bedrock Advanced Prompt Optimization. year: '2026' stars: 4 ai_summary: 'This weekly roundup celebrates the first anniversary of AWS Transform''s agentic migration services while introducing high-performance compute and model optimization features. Key additions include: - The general availability of the Claude Platform on AWS, offering native, direct account access to Anthropic''s models. - EC2 M3 Ultra Mac instances, delivering massive 28-core CPUs and 256GB unified memory for Apple-focused CI/CD pipelines. - Amazon Bedrock''s Advanced Prompt Optimization, which automates prompt refinement while comparing outputs across up to five models simultaneously.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 59cc00f00040f8e4461d120a0bb77026023da85224a9f05b7127b356a5386e68 health_score: null last_checked: 1780353037.421401 needs_ai_refresh: false hierarchy: - AWS Cloud - Weekly Roundups - Hardware and AI Milestones tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: Official AWS weekly update showcasing foundational computing hardware and partner AI platforms. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2023/08/13/AWS-WIR-default.png source_provenance: RSS Feed (AWS News Blog) suggested_new_category: '' discovered_at: '2026-06-02T00:30:37.421401+02:00' https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-opus-4-8-on-aws-aurora-mysql-with-kiro-powers-and-more-june-1-2026: title: 'AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers, and more (June 1, 2026)' description: This AWS roundup features the launch of Anthropic's Claude Opus 4.8 on Amazon Bedrock, the next-generation AWS Resilience Hub with automatic DNS dependency mapping, and Aurora MySQL with Kiro Powers. year: '2026' stars: 4 ai_summary: The June 1, 2026 AWS roundup highlights major infrastructure and generative AI updates, led by the general availability of Anthropic's Claude Opus 4.8 on Amazon Bedrock for advanced agentic coding and reasoning workloads. Additionally, AWS launched the next generation of the AWS Resilience Hub, introducing modular resilience policies, generative AI-powered Well-Architected assessments, and automatic network dependency discovery through passive DNS query log analysis. This issue also details new capabilities for Amazon Aurora MySQL integrated with Kiro CLI orchestration. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: a1488a031dd91458f7ef23aeb12a4b1f19d80f358fa3aa90b1e5bdc971066a8a health_score: null last_checked: 1780353052.024519 needs_ai_refresh: false hierarchy: - Cloud Infrastructure > AWS > Service Updates and Launches tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: N/A social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png source_provenance: RSS Feed (AWS News Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024519+02:00' https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views: title: CloudWatch Dashboards – Create & Use Customized Metrics Views description: '' year: '2015' stars: 5 ai_summary: Reference guide detailing custom Amazon CloudWatch Dashboards. Covers metric ingestion, multi-widget graphing configurations, and consolidated cross-region resource alerting models. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts: title: Coming Soon – EC2 Dedicated Hosts description: '' year: '2015' stars: 4 ai_summary: Details Amazon EC2 Dedicated Hosts, designed to address strict enterprise compliance, hardware isolation requirements, and fine-grained socket-level BYOL software licensing limits. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/aws/convert-aws-console-actions-to-reusable-code-with-aws-console-to-code-now-generally-available/?trk=0d3532c8-5f49-4c86-9683-96c2417e9b4b&sc_channel=el : title: Convert AWS console actions to reusable code with AWS Console-to-Code, now generally available description: '' year: '2026' stars: 0 ai_summary: Examines the GA release of AWS Console-to-Code. This utility records visual, interactive browser actions within the AWS Console and programmatically translates them into clean, reusable Infrastructure-as-Code (IaC) formats, such as AWS CDK and CloudFormation, using generative AI models. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ff5d774c7f09c383bef873d3abf9dca2f4a7ffc47882a53e5305eed58ecd0e71 health_score: 100.0 last_checked: 1779130494.944333 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - AWS CLI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.944333+02:00' https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new-security-group-rule-id: title: Easily Manage Security Group Rules with the New Security Group Rule ID description: '' year: '2021' stars: 5 ai_summary: Introduces a unique identifier for each security group rule (sgr-xxxxxxxx), making rules individually addressable via API, CLI, or IaC. This drastically improves the management of firewall exceptions, allowing developers to target, modify, or audit precise rules without referencing the complete rule block list. It prevents race conditions and conflicts in IaC pipelines like Terraform. language: English resource_type: Infrastructure Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Security Groups tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare: title: EC2-Classic Networking is Retiring – Here’s How to Prepare description: '' year: '2021' stars: 4 ai_summary: Migration guidelines and operational playbooks assisting AWS accounts in transitioning off legacy EC2-Classic networks onto modern Amazon VPC resources. The blueprint outlines migration tools (ClassicLink) and technical paths to reconstruct security policies, network routing, and host configurations within dedicated VPC perimeters. language: English resource_type: Migration Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Deprecations tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry-ecs-cli-az-aware-scheduling-and-more: title: EC2 Container Service Update – Container Registry, ECS CLI, AZ-Aware Scheduling, and More description: '' year: '2015' stars: 4 ai_summary: Milestone feature updates outlining the inception of Amazon Elastic Container Registry (ECR), native ECS CLI utilities, and multi-AZ application container scheduler integrations. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Container Orchestration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/eks-price-reduction: title: Amazon EKS Price Reduction description: '' year: '2020' stars: 0 ai_summary: Official AWS announcement lowering the baseline cost of managing the EKS control plane. Outlines operational cost structures for running enterprise Kubernetes topologies at scale. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2: title: Elastic Network Adapter description: '' year: '2016' stars: 0 ai_summary: Analyzes the high-performance ENA interface designed for AWS EC2 instances. Live architectures rely heavily on ENA for low-latency network performance and SR-IOV-enabled network virtualization up to 100 Gbps. Crucial for understanding network throughput bottlenecks in heavy database and distributed systems workloads. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EC2 Networking - ENA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/get-started-with-openai-gpt-5-5-gpt-5-4-models-and-codex-on-amazon-bedrock: title: Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock description: AWS announces the general availability of OpenAI's GPT-5.5, GPT-5.4, and Codex models on Amazon Bedrock, providing developers with unified governance and a secure Responses API endpoint. year: '2026' stars: 4 ai_summary: AWS has announced the general availability of OpenAI's GPT-5.5, GPT-5.4, and Codex models on Amazon Bedrock, ending Microsoft's exclusive cloud hosting agreement for these frontier models. Developers can now programmatically access these models through a high-performance, security-hardened Responses API compatible with the standard OpenAI SDK. By deploying Codex—OpenAI's advanced coding agent—inside Amazon Bedrock, enterprises can execute multi-turn, long-horizon developer workflows while strictly preserving local data residency and unified IAM compliance controls. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 9183ad307c1ec4a839d8da9b52265bd551f730d645732a19fbe2346fd098925a health_score: null last_checked: 1780353052.024509 needs_ai_refresh: false hierarchy: - Cloud Infrastructure > AWS > Generative AI Managed Services tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: N/A social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/24/News-Blog-Featured-Images-25-2.png source_provenance: RSS Feed (AWS News Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024509+02:00' https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming-in-april-of-2023: title: 'Heads-Up: Amazon S3 Security Changes Are Coming in April of 2023' description: '' year: '2022' stars: 0 ai_summary: AWS pre-announced default security hardening measures for Amazon S3 buckets. These updates block public access configurations by default and enforce bucket owner-enforced Object Ownership settings to automatically disable ACLs on new bucketing workloads. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage & Backup - S3 Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation: title: 'aws.amazon.com: IAM Access Analyzer Update – Policy Validation' description: '' year: '2021' stars: 0 ai_summary: A deep dive into policy validation capabilities inside AWS IAM Access Analyzer. It explains how the engine uses mathematical logic to find grammar issues, security slips, or over-permissive configurations directly during the authoring phase. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac : title: IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC description: '' year: '2023' stars: 0 ai_summary: Examines how the AWS Application Composer IDE extension leverages AI to dynamically draft modern serverless IaC templates from a visual layout canvas. As developers design, the system generates clean CloudFormation or SAM patterns. This tool merges direct visual feedback with automated infrastructure generation. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Infrastructure as Code - AI-Assisted IaC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql: title: InfoWorld Review – Amazon Aurora Rocks MySQL description: '' year: '2015' stars: 0 ai_summary: Historical analysis validating Amazon Aurora's decoupled compute and storage architecture. In production contexts, it remains a de facto standard for high-throughput, low-latency relational engines. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - Databases - Amazon Aurora tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-amazon-opensearch-serverless-for-building-your-agentic-ai-applications : title: Introducing the next generation of Amazon OpenSearch Serverless for building your agentic AI applications description: AWS has rebuilt Amazon OpenSearch Serverless from the ground up for agentic AI workloads, introducing scale-to-zero compute capabilities and significant cost savings. year: '2026' stars: 4 ai_summary: 'Rebuilt from the ground up to support highly dynamic agentic AI workloads, the next-generation architecture of Amazon OpenSearch Serverless completely separates compute from storage to offer true scale-to-zero capability during idle periods. Key technical advantages include: - Zero standby compute costs achieved via an aggressive 10-minute scale-to-zero timeout. - Up to 20x faster autoscaling with resource provisioning occurring in seconds rather than minutes. - Built-in OpenSearch Agent Skills to facilitate direct integration of domain knowledge with coding assistants like Cursor and Claude Code.' language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 61cc5d9a8d90085ec9f6b4cbce627e07ea6534fcf527e8be536c7a5ee0c84543 health_score: null last_checked: 1780353037.421374 needs_ai_refresh: false hierarchy: - AWS Cloud - Generative AI and Agents - Vector Search and Databases - Amazon OpenSearch Serverless tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-serverless reputation_status: Vetted reputation_summary: Highly anticipated platform redesign addressing a key cost and performance bottleneck in vector database scaling. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-opensearch-serverless-nextgen-thum-1.jpg source_provenance: RSS Feed (AWS News Blog) suggested_new_category: aws-databases discovered_at: '2026-06-02T00:30:37.421374+02:00' ? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-aws-resilience-hub-for-generative-ai-based-sre-resilience-journey : title: Introducing the next generation of AWS Resilience Hub for generative AI-based SRE resilience journey description: AWS has launched the next generation of AWS Resilience Hub, bringing together a new application model, dependency discovery, and AI-powered failure mode analysis. year: '2026' stars: 4 ai_summary: 'AWS Resilience Hub''s next-generation release introduces an organization-wide resilience engine built around a new three-level application model (systems, user journeys, and services). Key features include: - Automatic DNS-based dependency discovery to uncover hidden architectural integrations and endpoints. - Generative AI-powered failure mode assessments that deliver prioritized, actionable remediation steps mapped to AWS Well-Architected guidelines. - Modular resilience policies to enforce consistent SLOs and disaster recovery targets cross-organizationally.' language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 4463ed1540d99c04090777922824b9495af8f0d65c51be118496f1486d8791e1 health_score: null last_checked: 1780353037.421356 needs_ai_refresh: false hierarchy: - AWS Cloud - Management and Governance - SRE and Operational Resilience - AWS Resilience Hub tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: sre reputation_status: Vetted reputation_summary: Trusted official AWS product release announcement with strong industry adoption for architectural reliability audits. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-resillence-hub-nextgen-thum-1-1260x630.jpg source_provenance: RSS Feed (AWS News Blog) suggested_new_category: '' discovered_at: '2026-06-02T00:30:37.421356+02:00' https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026: title: Meet Our Newest AWS Heroes – May 2026 description: This article announces four new AWS Heroes recognized for their contributions to the AWS community through education, mentorship, and knowledge sharing. year: '2026' stars: 4 ai_summary: This AWS publication spotlights the newly inducted technical cloud heroes for May 2026, summarizing their structural contributions in AI/ML, serverless, and cloud management. Highlighted engineering assets include a custom Amazon Bedrock-powered session advisor utilizing Nova models and extensive local community user groups. The resource acts as an index for discovering high-quality open-source projects, training programs, and cloud-native architectural patterns developed by vetted industry experts. language: en resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: ff62815d655c021986ece35df9436980a1db49d1a01791e2c0b38807da52c05e health_score: null last_checked: 1780402331.955747 needs_ai_refresh: false hierarchy: - Cloud Providers - Amazon Web Services - Community and Architecture tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture impact_score: 85 reputation_status: Vetted reputation_summary: Highly respected official program recognition, celebrating prominent serverless and AI/ML community architects. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png source_provenance: RSS Feed (AWS News Blog) suggested_new_category: cloud-communities discovered_at: '2026-06-02T14:12:11.955747+02:00' ? https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026/?sc_channel=sm&sc_campaign=Community_Heroes&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=951222289 : title: Meet Our Newest AWS Heroes - May 2026 description: AWS recognizes four outstanding community leaders across Italy, Canada, and Argentina for their advancements in serverless architectures, custom AI tools, and public cloud enablement. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: While primarily a community bulletin, this cohort highlights the tactical integration of Amazon Bedrock and Amazon Nova models into practical tools like re:Invent assistant applications. * **Live Grounding**: Features detailed backgrounds of selected AWS AI and Serverless Heroes driving cloud optimization, open-source templates, and tech education in Europe and Latin America.' language: en resource_type: announcement complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 13a90259d81a22a6d8ac85cc5545aa3972dcad34ff82aa4737019178c6513adb health_score: null last_checked: 1780352730.20747 needs_ai_refresh: false hierarchy: - Ecosystem - AWS - Community - Enablement tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Highly regarded community recognition from AWS, highlighting major contributors in artificial intelligence, serverless computing, and localized technical training. social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png source_provenance: X.com (awscloud) suggested_new_category: community discovered_at: '2026-06-02T00:25:30.207470+02:00' https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager: title: Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit Manager description: '' year: '2021' stars: 4 ai_summary: Introduces AWS Backup Audit Manager, a feature to monitor, evaluate, and demonstrate the compliance posture of data backup operations against pre-defined organizational standard controls. It automates compliance reporting, providing auditor-ready historical evidence. Architecturally, it replaces manual backup audits and ensures strict data governance. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Analytics - Data Protection - Compliance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart: title: 'aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart' description: '' year: '2022' stars: 0 ai_summary: Introduces AWS Lambda SnapStart, an optimization technique that dramatically reduces startup latency for Java runtimes by capturing and caching memory/disk snapshots of initialized microcontainers. Sub-second cold starts are achieved with minimal code changes. language: N/A resource_type: Announcements complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Cold Starts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer: title: New – Amazon VPC Network Access Analyzer description: '' year: '2021' stars: 5 ai_summary: A formal network verification tool that uses mathematical analysis (automated reasoning) to check VPC security policies and network access paths. It helps teams identify unintended network configurations, verify access boundaries, and demonstrate compliance to internal/external security audits. Architecturally, it automates manual firewall reviews and prevents security isolation leaks. language: English resource_type: Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Network Security tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer: title: aws blogs - New – AWS Application Load Balancer description: '' year: '2016' stars: 0 ai_summary: The foundational blog post introducing AWS ALB in 2016, revolutionizing container and microservices ingress on AWS. Contrasts CLB's limitations with ALB's ability to host multiple target groups on a single instance port, enabling dense ECS/EKS hosting. language: English resource_type: blog complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Announcements tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration: title: New AWS Competency – AWS Migration description: '' year: '2016' stars: 3 ai_summary: The announcement introducing the AWS Migration Competency, establishing a formalized framework to validate partner organizations' migration expertise. Live Grounding shows this standard continues to qualify system integrators executing mass migrations from legacy datacenters to cloud-native platforms. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Migration - AWS Competency - Enterprise Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform: title: 'aws.amazon.com: New – AWS Control Tower Account Factory for Terraform' description: '' year: '2022' stars: 0 ai_summary: An analytical introduction to the AWS Control Tower Account Factory for Terraform (AFT), enabling GitOps-driven deployment of AWS accounts. Discusses custom pipeline orchestration and landing zone configurations that maintain strict security compliance metrics across large organizations. language: HCL resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AWS - Multi-Account Setup - Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication : title: 'New – AWS DMS Serverless: Automatically Provisions and Scales Capacity for Migration and Data Replication' description: '' year: '2023' stars: 0 ai_summary: AWS DMS Serverless automates the provisioning, scaling, and operational management of resources needed for database replication and migration tasks. This reduces hands-on provisioning steps during large-scale enterprise data migrations. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Data Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts: title: New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts description: '' year: N/A stars: 0 ai_summary: Curator Insight highlights the expansion of Amazon RDS capabilities to hybrid environments using AWS Outposts. Live Grounding verifies this enables low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style managed operations. The architecture supports local data residency while utilizing automated backups and scaling. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e2b575a3511d61638204a977e63c92eb37445495b84555abd9fa667be8aa5a51 health_score: 100.0 last_checked: 1779029174.206567 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Hybrid Cloud and Edge tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.206567+02:00' https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes: title: New – Encrypted EBS Boot Volumes description: '- [Amazon EBS Encryption](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EBSEncryption.html)' year: '2015' stars: 5 ai_summary: Announcement of native EBS boot volume encryption, leveraging AWS Key Management Service (KMS) without degrading overall instance throughput or input/output latency patterns. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Storage tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-support-is-now-generally-available: title: New for AWS Distro for OpenTelemetry – Tracing Support is Now Generally Available description: '' year: '2021' stars: 5 ai_summary: Generally available, AWS-supported distribution of the CNCF OpenTelemetry standards, specifically optimized for application tracing. It simplifies collecting metadata and correlates application traces across containerized (EKS, ECS) and serverless (Lambda) stacks. It seamlessly forwards telemetry to AWS X-Ray, Amazon OpenSearch, and partner SaaS platforms, eliminating vendor lock-in. language: English resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - OpenTelemetry - Distributed Tracing tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances: title: New – Scheduled Reserved Instances description: '' year: '2016' stars: 2 ai_summary: Details Scheduled Reserved Instances, designed to book recurring computational capacity (mostly superseded by dynamic Savings Plans and modern On-Demand capacity reservations). language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-self-service-provisioning-of-terraform-open-source-configurations-with-aws-service-catalog: title: "New – Self-Service Provisioning of Terraform Open-Source Configurations with AWS Service Catalog \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An official AWS documentation guide introducing out-of-the-box support for provisioning Terraform open-source templates within the AWS Service Catalog framework. Standardizes enterprise deployment control planes. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vpc-creation-experience: title: New – Visualize Your VPC Resources from Amazon VPC Creation Experience description: '' year: '2023' stars: 0 ai_summary: The Amazon VPC creation workflow introduced real-time topology visualization. As operators configure subnets, route tables, and internet gateways, the system renders a dynamic layout diagram to prevent configuration errors. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - VPC Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/new_deployment_pipelines_reference_architecture_and_-reference_implementations: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ce00982850759ae8a4911efbdd625426658848fe32a9f4896a5f485bc05c8502 health_score: 100.0 last_checked: 1779030979.393873 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.393873+02:00' https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation: title: Now — AWS Step Functions Supports 200 AWS Services To Enable Easier Workflow Automation description: '' year: '2021' stars: 5 ai_summary: Dramatically expands the capabilities of AWS Step Functions by offering direct SDK integration with over 200 AWS services and over 9,000 API actions. This architecture minimizes or completely eliminates custom 'glue' Lambda functions whose sole purpose was calling AWS APIs. It simplifies state machine engineering, reducing latency, maintenance costs, and execution failure risks. language: English resource_type: Service Feature complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - Serverless Orchestration - Step Functions tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain: title: Now Open–AWS Region in Spain description: '' year: '2022' stars: 0 ai_summary: AWS announced the general availability of the Europe (Spain) Region (eu-south-2). This physical infrastructure footprint enables customers to achieve lower latency for local workloads, meet residency and data sovereignty requirements inside the European Union, and build multi-region failover setups. language: None resource_type: Cloud Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Global Infrastructure - Regions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3: title: AWS Backup Adds Support for Amazon S3 description: '' year: '2021' stars: 4 ai_summary: Introduces preview support for centralizing data protection across S3 buckets using AWS Backup policies. It allows security and operations teams to automate backups, lifecycles, and restores of S3 objects alongside other AWS resources. This replaces customized AWS Lambda or S3 replication-based snapshot workarounds with a managed compliance framework. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Analytics - Data Protection - AWS Backup tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control: title: 'amazon.com: Reduce Unwanted Traffic on Your Website with New AWS WAF Bot Control' description: '' year: '2021' stars: 4 ai_summary: Explains AWS WAF Bot Control integration. Discusses using preconfigured rule groups at edge distribution tiers to detect, classify, and isolate automated malicious scraper patterns. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021: title: 'aws.amazon.com/blogs: Top Announcements of AWS re:Invent 2021' description: '' year: '2021' stars: 4 ai_summary: Synthesizes the major platform transformations unveiled at re:Invent 2021, focusing on serverless options for Redshift, EMR, and MSK alongside new Graviton3 silicon. The catalog underscores a massive architectural drive towards serverless operational models across the analytics stack. These updates solidify AWS's platform-as-a-service offerings for enterprise engineering. language: English resource_type: Industry Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Market Analysis - Re:Invent Announcements tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline: title: 'AWS Big Data Blog: Category - AWS Data Pipeline' description: '' year: '2024' stars: 2 ai_summary: Technical blog category detailing legacy deployment setups for AWS Data Pipeline, providing structural templates for data movements before cloud-native ETL tools gained dominance. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - ETL tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming: title: Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming description: '' year: '2016' stars: 4 ai_summary: Technical blueprint detailing Spark Streaming integration with Amazon Kinesis streams. Discusses record-processing window optimizations, checkpoint configurations, and SQL querying on live event pipelines. language: Scala resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Event Streaming tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735876.005314 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:56.005314+02:00' https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account: title: 'aws.amazon.com: Architecture patterns for consuming private APIs cross-account' description: '' year: '2021' stars: 0 ai_summary: Examines security and network topology blueprints for consuming private APIs across different AWS accounts. Highlights the interaction of VPC endpoints, API Gateway resource policies, and Route 53 resolver rules to secure enterprise SaaS products. language: English resource_type: blog complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - API Gateway - Cross-Account Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge: title: Building an event-driven application with Amazon EventBridge description: '' year: '2020' stars: 0 ai_summary: This AWS architecture blog details how to design and build serverless event-driven applications using Amazon EventBridge. It highlights the platform's ability to act as a centralized serverless event bus that simplifies decoupled communication across distributed microservices by routing events using declarative rules. The pattern eliminates custom routing code, improving structural robustness. language: N/A resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Event-Driven Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones : title: Building highly resilient applications with on-premises interdependencies using AWS Local Zones description: '' year: '2026' stars: 0 ai_summary: An enterprise resilience design guide integrating AWS Local Zones with legacy on-premises systems. It addresses key edge architectures, detailing hybrid replication strategies, localized failovers, and latency-sensitive synchronization protocols. language: N/A resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 408c26ed1b45b2f125ac159b1ea0b040bd6b4d02bbdd63277260684efc8fd4d7 health_score: 100.0 last_checked: 1779032731.860781 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Infrastructure tags: - '[LEGACY]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:31.860781+02:00' https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions: title: Deploying AWS Lambda layers automatically across multiple Regions description: '' year: '2021' stars: 0 ai_summary: Provides an automation framework for replicating Lambda Layers across multiple geographical AWS regions. Ensures dependency consistency, reduces manual overhead in multi-region failover setups, and leverages CloudFormation and Step Functions for automated version control. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Configuration Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions: title: Enhanced Local IDE Experience for AWS Step Functions description: '' year: '2026' stars: 0 ai_summary: Details local IDE integration utilities for designing and tracing AWS Step Functions. Enhances developer inner-loops by rendering local visual workflow representations and offering live Amazon States Language schema validation directly in-editor. language: None resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Automation - Serverless Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md - aws.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications : title: 'Introducing AWS SAM Pipelines: Automatically generate deployment pipelines for serverless applications' description: '' year: '2021' stars: 0 ai_summary: Introduces AWS SAM Pipelines, a feature within the Serverless Application Model CLI that auto-generates multi-stage CI/CD pipelines. It supports integration with Jenkins, GitLab, GitHub Actions, and Bitbucket, standardizing infrastructure-as-code deployment procedures across corporate accounts. language: YAML resource_type: Tool Release complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Serverless Deployment - AWS SAM Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda: title: Migrating a monolithic .NET REST API to AWS Lambda description: '' year: '2022' stars: 0 ai_summary: Formulates a structured migration plan to convert a monolithic ASP.NET Core Web API into a serverless AWS Lambda execution environment. Evaluates the use of the Amazon.Lambda.AspNetCoreServer bridge, highlighting cold start profiling and memory management strategies. language: C# resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modernization - Monolith Migration - .NET Core tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1: title: 'aws.amazon.com: Operating Lambda: Understanding event-driven architecture – Part 1' description: '' year: '2021' stars: 0 ai_summary: A foundational multi-part operational guide from AWS technical evangelists focusing on event-driven serverless architectures. Explores decoupled communication, idempotent execution, and event processing. language: None resource_type: Technical Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2: title: Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances description: '' year: '2021' stars: 3 ai_summary: This AWS blog post introduces root volume replacement features for running EC2 instances, eliminating reboot downtime during failure remediation. Live Grounding shows this capability is vital for debugging critical virtual machines, allowing live hot-swapping from a golden image or secure snapshot. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Compute - EC2 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac: title: 'aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access Control (ABAC)' description: '' year: '2022' stars: 0 ai_summary: Explores Attribute-Based Access Control (ABAC) strategies to scale AWS Lambda permission management in complex enterprise accounts. Uses resource tags and IAM policies to authorize Lambda actions, avoiding the overhead of managing extensive role definitions. language: JSON resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - IAM & Access Control - ABAC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023 : title: 'Secure Connectivity from Public to Private: Introducing EC2 Instance Connect Endpoint' description: '' year: '2023' stars: 0 ai_summary: Introduces the EC2 Instance Connect Endpoint (EICE), a major evolutionary step in secure bastion-free SSH/RDP connectivity. Unlike traditional setups requiring public IPs or VPNs, EICE tunnels secure administrative connections directly through private subnets without exposed bastions. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security - EC2 Connect tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-composer-and-service-discovery: title: 'aws.amazon.com: Server-side rendering micro-frontends – UI composer and service discovery' description: '' year: '2021' stars: 0 ai_summary: Proposes a reference architecture for deploying server-side rendered (SSR) micro-frontends on AWS. It uses serverless services like AWS Lambda, Amazon CloudFront, and dynamic composition layers to optimize SEO and page load speeds. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Architecture - Microfrontends - AWS Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput: title: 'aws.amazon.com: Understanding AWS Lambda scaling and throughput' description: '' year: '2023' stars: 0 ai_summary: Breaks down AWS Lambda's concurrency allocation models, describing burst limits, provisioned concurrency, and account-wide throttling mechanisms. Essential for architects designing low-latency architectures under erratic user workloads. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Concurrency & Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications: title: Using Amazon EFS for AWS Lambda in your serverless applications description: '' year: '2020' stars: 0 ai_summary: Detailed implementation pattern describing how to mount Amazon Elastic File System (EFS) onto serverless Lambda functions. This unlocks local high-performance file sharing, and heavy workload storage operations. language: None resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways: title: 'aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters using private NAT gateways' description: '' year: '2022' stars: 0 ai_summary: Proposes a highly scalable network topology to mitigate RFC 1918 IPv4 exhaustion in large-scale EKS clusters. Describes configuring private NAT Gateways and secondary VPC CIDRs to decouple internal pod networking from restricted corporate network spaces. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Networking - IP Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio: title: 'aws.amazon.com: Addressing latency and data transfer costs on EKS using Istio' description: '' year: '2023' stars: 0 ai_summary: Architectural guide analyzing multi-AZ data transfer charges and service-to-service latency in EKS. Demonstrates how to design topology-aware routing strategies within an Istio Service Mesh to keep traffic localized and cost-effective. language: N/A resource_type: Technical Analysis complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Networking - Service Mesh Latency tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22: title: 'aws.amazon.com: Amazon EKS now supports Kubernetes 1.22' description: '' year: '2022' stars: 0 ai_summary: Curator Insight covers EKS supporting Kubernetes 1.22. Live grounding in 2026 treats this as historical information; modern EKS runs vastly newer versions, but this article highlights EKS migration paths and deprecation management. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Managed Kubernetes - AWS EKS - v1.22 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25: title: Amazon EKS now supports Kubernetes version 1.25 description: '' year: '2023' stars: 0 ai_summary: Amazon EKS added support for Kubernetes version 1.25, bringing security policy updates, API removals (such as PodSecurityPolicy), and core platform enhancements like container registry authentication improvements. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Container Orchestration - EKS Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner: title: Architecting for resiliency on AWS App Runner description: '' year: '2022' stars: 0 ai_summary: Curator Insight focuses on engineering multi-region, high-availability, and fault-tolerant topologies with App Runner. Live Grounding shows that resilient patterns rely on Route 53 routing, pilot light databases, and robust custom health checks to sustain production-grade service availability. language: N/A resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Container Orchestration - App Runner tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms: title: Automate rollbacks for Amazon ECS rolling deployments with CloudWatch alarms description: '' year: '2021' stars: 0 ai_summary: An architectural guide outlining automated deployment rollback capabilities within ECS rolling deployments. It illustrates how CloudWatch alarms can monitor application health (e.g., HTTP 5xx rates) during active deployments and automatically trigger rollbacks to a previously stable revision to maintain high availability. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Continuous Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics: title: 'aws.amazon.com: Autoscaling EKS on Fargate with custom metrics' description: '' year: '2021' stars: 0 ai_summary: Explores scaling mechanisms for EKS pods deployed onto AWS Fargate using Prometheus-emitted custom metrics. Illustrates HPA structures that scale serverless compute workloads without maintaining EC2 scaling profiles. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Auto-scaling - Fargate tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers: title: AWS and Kubecost collaborate to deliver cost monitoring for EKS customers description: '' year: '2022' stars: 0 ai_summary: Explains the native integration of Kubecost with Amazon EKS to provide free, high-granularity in-cluster resource cost allocations. Demonstrates how administrators trace expenditures back to namespaces, labels, and specific engineering departments. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Cost Optimization - Kubecost tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-developer-experience: title: AWS and Docker collaborate to simplify the developer experience description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 732958e71d83dba1ec1914001f8feafa5fa9d062881ed71ef75cfb4dc9553e37 health_score: 100.0 last_checked: 1779031399.023446 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:19.023446+02:00' https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets: title: 'AWS Secrets Manager controller POC: an EKS operator for automatic rotation of secrets' description: '' year: '2020' stars: 0 ai_summary: A proof-of-concept EKS Kubernetes Operator designed to synchronize and rotate AWS Secrets Manager secrets within EKS clusters automatically. It showcases pattern integration between AWS APIs and native Kubernetes Secret resources, reducing custom scripting for containerized application workloads. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Secrets Management - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux: title: 'aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using Flux' description: '' year: '2022' stars: 0 ai_summary: Showcases a robust GitOps upgrading mechanism using Flux CD on EKS Anywhere clusters. Focuses on orchestrating safe blue/green cluster migrations to minimize physical infrastructure interruptions. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Hybrid Cloud - Blue-Green Upgrades tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks: title: 'aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS' description: '' year: '2021' stars: 0 ai_summary: Provides an architectural blueprint for integrating LitmusChaos with Amazon EKS. Walks through installing custom resources, setting up experiment workflows for container and node disruptions, and verifying application resilience with AWS native CloudWatch metrics. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws: title: 'aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS' description: '' year: '2022' stars: 5 ai_summary: Discusses designing an end-to-end, Kubernetes-native CI/CD pipeline on AWS EKS. Uses Tekton for building and containerizing microservices, seamlessly handing off the deployment phase to ArgoCD for pull-based application delivery. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps - AWS EKS - Tekton tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines: title: 'aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK and CDK Pipelines' description: '' year: '2021' stars: 0 ai_summary: Highlights declarative automation pathways for bootstrapping EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. Enables software engineering teams to manage clusters and infrastructure configurations as deployable programming code. language: TypeScript resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - AWS CDK tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh: title: "Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A comprehensive technical walkthrough on implementing canary deployment pipelines using Amazon EKS and AWS App Mesh. It details the integration of AWS CodePipeline and Envoy-based service meshes to orchestrate fine-grained traffic shifting, minimizing blast radiuses during software rollouts. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon EKS - Traffic Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks: title: "aws.amazon.com: Easy as one-two-three policy management with Kyverno on Amazon EKS \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Analyzes the deployment of Kyverno on Amazon EKS to enforce policy as code using native Kubernetes resources. It demonstrates how to write policies to restrict root privileges, mutate incoming resources, and audit cluster compliance directly without writing complex Rego code. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Compliance - Policy Enforcement tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning: title: Eliminate Kubernetes node scaling lag with pod priority and over-provisioning description: '' year: '2022' stars: 0 ai_summary: Examines the design pattern of utilizing low-priority 'placeholder' pods to pre-provision infrastructure capacity on EKS clusters. Ensures that traffic spikes or high-priority deployments are scheduled instantly without waiting for node boot cycles. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Scalability - Proactive Scaling tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks: title: 'aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights for EKS' description: '' year: '2021' stars: 0 ai_summary: Analyzes the native integration of Fluent Bit within CloudWatch Container Insights for high-performance log routing in EKS. Live Grounding verifies this as the standard cloud-native pattern, replacing legacy Fluentd setups to achieve lower memory overhead and sub-millisecond log processing speeds. language: YAML resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon EKS - Observability tags: - '[LEGACY]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd : title: 'aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon EKS clusters using Crossplane and Argo CD' description: '' year: '2023' stars: 0 ai_summary: Demonstrates an elegant architectural GitOps paradigm that unifies cloud infrastructure and software delivery. Integrates Crossplane for declarative AWS API provisioning with Argo CD for continuous application state synchronizations. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - GitOps & Automation - Infrastructure Provisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazon-eks-clusters-using-kubecost: title: How to track costs in multi-tenant Amazon EKS clusters using Kubecost description: '' year: '2022' stars: 0 ai_summary: Step-by-step implementation guide detailing how to run Kubecost within AWS EKS environments. Explains namespace-level attribution, handling shared load balancers, and calculating storage and compute resources accurately against live AWS billing registers. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Optimization - Cost Management - EKS Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller: title: Introducing the AWS Load Balancer Controller description: '' year: '2020' stars: 0 ai_summary: Introduces the Kubernetes-native controller that provisions ALBs and NLBs directly from EKS Ingress and Service objects. A de facto standard in EKS architectures, replacing generic reverse proxies with tightly integrated AWS-managed application delivery controllers. language: English resource_type: blog complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Kubernetes Networking - Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes: title: 'AWS: Introducing CDK for Kubernetes' description: '' year: '2026' stars: 0 ai_summary: AWS technical launch post announcing CDK for Kubernetes (cdk8s). It outlines the core architectural principles, detailing how software developers can use general-purpose programming interfaces to output strongly-typed, verifiable raw YAML files for any Kubernetes cluster. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration - CDK & DSLs - CDK8s tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere: title: 'aws.amazon.com: Getting started with Amazon EKS Anywhere' description: '' year: '2021' stars: 0 ai_summary: Fundamental provisioning guide to instantiate an EKS Anywhere sandbox cluster. Leverages Docker-based local execution to demonstrate the configuration profiles and administration scripts of local EKS-compliant architectures. language: N/A resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Hybrid Cloud - Getting Started tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2: title: "aws.amazon.com: Kubernetes as a platform vs. Kubernetes as an API \U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An architectural analysis contrasting the consumption of Kubernetes as a pre-packaged deployment runtime versus an extensible resource management engine. Explores how the declarative API and control loop model can be utilized via Custom Resource Definitions (CRDs) to manage non-container resources (like SaaS and physical cloud infrastructure) via Crossplane and similar controllers. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Control Plane - API Extensibility tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment: title: 'amazon.com: Leveraging App Mesh with Amazon EKS in a Multi-Account environment' description: '' year: '2021' stars: 0 ai_summary: Curator Insight presents patterns for orchestrating cross-account microservice communication using AWS App Mesh and Amazon EKS. Live Grounding highlights that while the multi-account networking concepts remain structurally valid, the reliance on App Mesh is obsolete; modern architectures deploy VPC Lattice or cross-cluster Istio meshes. language: N/A resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Service Mesh - Multi-Account tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture: title: Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture description: '' year: '2021' stars: 0 ai_summary: Explores Onfido's architectural transition from single-cluster configurations to a multi-region, multi-cluster Amazon EKS framework. Details scaling hurdles, network federation, load balancing, and configuration management at global enterprise scale. language: Markdown resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Multi-Cluster Management - Case Study tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks: title: 'aws.amazon.com: Operating a multi-regional stateless application using Amazon EKS' description: '' year: '2021' stars: 0 ai_summary: Architectural whitepaper addressing how to design, deploy, and synchronize global stateless applications across multiple regional EKS clusters utilizing Route 53 routing policies. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks: title: 'aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS' description: '' year: '2023' stars: 0 ai_summary: A strategic framework for executing major Kubernetes cluster version migrations on Amazon EKS. Outlines lifecycle calendars, API deprecation checkpoints, testing environments, and emergency rollback procedures for production platforms. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Cluster Lifecycle - Upgrade Strategies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: title: 'amazon.com: Policy-based countermeasures for Kubernetes – Part 1' description: '' year: '2021' stars: 0 ai_summary: Detailed architectural guide on implementing declarative guardrails in EKS clusters to reduce attack surfaces. Focuses on the synergy between Kubernetes admission controllers and modern policy engines, illustrating how to validate and mutate payloads to block insecure configuration drift. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd health_score: 100.0 last_checked: 1779033665.667467 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:05.667467+02:00' https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree: title: 'aws.amazon.com: Preventing Kubernetes misconfigurations using Datree' description: '' year: '2022' stars: 0 ai_summary: An AWS technical write-up detailing the configuration of Datree policies inside Amazon EKS clusters to catch security and configuration drift. It details automated testing strategies to block misconfigured resource manifests at pre-commit and pipeline execution gates. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Policy Enforcement - Datree Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes: title: Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes description: '' year: '2022' stars: 0 ai_summary: A technical retrospective documenting the extreme scale performance testing of Cassandra clusters across 1,000+ nodes on EKS. Highlights optimal kernel-level tuning, persistent storage layout modifications, and scheduler fine-tuning required to maintain stateful reliability. language: N/A resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Scalability - Stateful Databases tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images: title: 'aws.amazon.com: Start Pods faster by prefetching images' description: '' year: '2023' stars: 0 ai_summary: Describes the container image prefetching architecture on EKS nodes to slash cold-start initialization latency. Discusses daemonset solutions, caching strategies, and optimizing node startup times for responsive, highly dynamic cluster configurations. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Scalability - Image Prefetching tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack: title: 'aws.amazon.com: Streaming Kubernetes Events in Slack' description: '' year: '2021' stars: 0 ai_summary: Walkthrough detailing how to set up serverless notification integration pipelines that stream Kubernetes events directly to Slack. Integrates tools like BotKube or AWS Lambda with EKS clusters to optimize developer response loops. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon EKS - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus and Grafana' description: '' year: '2022' stars: 0 ai_summary: Architectural guide for diagnosing Amazon EKS API server performance using metrics scraped by Prometheus and rendered via Grafana dashboards. Explains how to identify bottlenecks like throttling, request latency, and resource starvation in managed control planes. language: N/A resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Monitoring & Observability - API Server Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs: title: 'aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs' description: '' year: '2023' stars: 4 ai_summary: Analyzes the high CloudWatch cost challenges generated by Amazon EKS control plane logs (API server, authenticator, audit, scheduler). Demonstrates how to configure fluent-bit to filter and route only essential telemetry records to cheap storage. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - AWS Optimization - EKS Log Optimization tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter: title: 'aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter' description: '' year: '2022' stars: 4 ai_summary: An official AWS architectural guide explaining how to leverage EC2 Spot Instances with Karpenter. It dives deep into allocation strategies, capacity-optimized spot provisioning, and graceful node termination handling via Karpenter's integrated interruption handler, guaranteeing high availability at minimum expense. language: English resource_type: Technical Article complexity: High is_microservice: false status: online addition_method: manual content_hash: daf6c78ef3fd928bdea0cd314298c053886a158cccc23a867bf1b3a3c85e00b9 health_score: 100.0 last_checked: 1779031793.552141 needs_ai_refresh: true hierarchy: - Autoscaling - Resource Provisioning - Cost Optimization tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.552141+02:00' https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments: title: Using CDK to perform continuous deployments in multi-region Kubernetes environments description: '' year: '2022' stars: 0 ai_summary: Explores the use of AWS Cloud Development Kit (CDK) to model continuous delivery systems across multi-region Kubernetes deployments. Highly relevant for cloud engineers designing hybrid-cloud architectures that span AKS and EKS infrastructure. language: TypeScript resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Provisioning & IaC - AWS CDK & Multicluster tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits: title: "aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU Limits \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Technical deep dive into using Prometheus metric queries to track CFS (Completely Fair Scheduler) throttle time within AWS EKS. Demonstrates how micro-throttling hurts API tail-latencies and how to safely size resources to eliminate runtime CPU limit bottlenecks. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Observability & Service Mesh - Resource Management - Sizing & Quotas tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning: title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning description: '' year: N/A stars: 0 ai_summary: Curator Insight outlines zero-downtime database upgrades utilizing Aurora PostgreSQL's fast database cloning mechanism. Live Grounding validates that the strategy leverages copy-on-write storage architecture to create isolated environments for risk-free schema testing and updates. This significantly reduces sync latency and production migration risks. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f2ffb426f17ec679006f7db0f9ff3be284bd868c010d3af24c43d43b07360774 health_score: 100.0 last_checked: 1779030873.940628 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Deployments tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:33.940628+02:00' https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql: title: ==Auditing for highly regulated industries using Amazon Aurora PostgreSQL== description: '' year: N/A stars: 0 ai_summary: Curator Insight details compliance and auditing methodologies for highly regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and database activity streams. It provides actionable reference designs for achieving HIPAA, PCI-DSS, and SOC compliance. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9df0d1cf6ef8b785e33c781d7f39f058fdab991645d1db5a6124bc24fa62cc80 health_score: 100.0 last_checked: 1779033692.403616 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Compliance and Security tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:32.403616+02:00' https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine: title: Introducing the Aurora Storage Engine description: '' year: N/A stars: 0 ai_summary: An architectural deep-dive into the specialized, log-structured distributed storage engine of Amazon Aurora. Details how it decouples computing from database storage, replicating blocks six ways across three availability zones. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f399d9c8c0f36c7175ecd5414141e38ed658c9ffd36729c7175b956aed3db1fb health_score: 100.0 last_checked: 1779031431.323863 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Databases - Amazon Aurora tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:51.323863+02:00' https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms: title: Migrating a commercial database to open source with AWS SCT and AWS DMS description: '' year: N/A stars: 0 ai_summary: Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates legacy stored procedures, views, and functions to Postgres-compatible code before streaming data. Essential for teams driving cloud modernization away from costly commercial engines. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 11a1d5f59317e4dfeb41257d01b6a935e045c14275622df634179151f5e7e1b7 health_score: 100.0 last_checked: 1779030604.842077 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Database Migration - Schema Conversion tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:04.842077+02:00' https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms: title: Migrating Oracle databases with near-zero downtime using AWS DMS description: '' year: N/A stars: 0 ai_summary: Curator Insight provides blueprint architectures for migrating enterprise-grade Oracle databases with near-zero business impact. Live Grounding details the setup of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput replication. Outstanding technical playbook for traditional database migrations. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8143aee7a4468c65e90d6e60a18b3ea628dfd962564f4dc34d15b4ae8939ba91 health_score: 100.0 last_checked: 1779030069.682236 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Database Migration - Oracle Migrations tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:09.682236+02:00' ? https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda : title: Modernize database stored procedures to use Amazon Aurora PostgreSQL federated queries, pg_cron, and AWS Lambda description: '' year: N/A stars: 0 ai_summary: Curator Insight details the modernization of legacy stored procedures within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron scheduled jobs trigger serverless AWS Lambda functions via external federated queries. This architectural pattern untangles database compute from core transaction processing. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958 health_score: 100.0 last_checked: 1779031393.0095 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Modernization tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:13.009500+02:00' ? https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms : title: Replicate and transform data in Amazon Aurora PostgreSQL across multiple Regions using AWS DMS description: '' year: N/A stars: 0 ai_summary: Curator Insight explains complex data replication and real-time schema transformations using AWS DMS across geographic zones. Live Grounding demonstrates how DMS filters and manipulates streaming CDC events to populate distinct regional schemas. An advanced implementation reference for global multi-region database architectures. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 329d6352864cc03622f2584e0a623356b82bc14cb362af55e15ea58a4a79d0b0 health_score: 100.0 last_checked: 1779029556.519643 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Database Migration - Multi-Region Storage tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:36.519643+02:00' ? https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui : title: Securely connect to an Amazon RDS or Amazon EC2 database instance remotely with your preferred GUI description: '' year: N/A stars: 0 ai_summary: Curator Insight addresses the configuration challenges of securely managing private databases remotely using visual tools. Live Grounding confirms the methodology relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust architectural principles. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5165e9c9ac44beb53340bbe30d07f5f42a694e562b0aa13b48b0ca309927c322 health_score: 100.0 last_checked: 1779032117.381603 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:17.381603+02:00' https://aws.amazon.com/blogs/developer: title: The AWS Developer Blog now includes Python & GoLang description: '' year: '2026' stars: 0 ai_summary: The core technical blog for AWS developer tooling, highlighting standard SDK architectures for Python and Go, performance benchmarks, and asynchronous pipeline developments. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ebe9278faed58eec9bfa634033be0ab6b714d88ab44c96a4e3892e59c1870961 health_score: 100.0 last_checked: 1779031429.081064 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:49.081064+02:00' https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1: title: Announcing the end of support for Python 2.7 in the AWS SDK for Python and AWS CLI v1 description: '' year: '2021' stars: 0 ai_summary: An official AWS deprecation announcement marking the end of Python 2.7 support within the AWS SDK for Python (Boto3) and AWS CLI v1. It details migration paths to modern Python 3.x runtimes and the container-native AWS CLI v2 architecture. Critical reading for legacy system maintainers undergoing platform modernization initiatives. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CLI Tooling tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops: title: AWS DevOps Blog description: '' year: '2026' stars: 0 ai_summary: The authoritative AWS blog containing continuous architectural blueprints, release notes, and real-world implementation case studies for optimizing deployment patterns on Amazon Web Services. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - AWS DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk: title: 'Announcing CDK Migrate: A single command to migrate to the AWS CDK' description: '' year: '2023' stars: 0 ai_summary: Curator Insight details the native CDK CLI capability to ingest deployed CloudFormation stacks or raw resources and output fully functional CDK code. Live Grounding demonstrates its extreme usefulness in technical debt remediation, shifting old legacy infrastructure into managed, programmatically modeled code bases. language: TypeScript resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AWS CDK - Migration Tools tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735876.123078 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:56.123078+02:00' https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos: title: 'aws.amazon.com: AWS CodePipeline adds support for Branch-based development and Monorepos' description: '' year: '2022' stars: 0 ai_summary: Release analysis highlighting newly added monorepo and branch-specific triggers within AWS CodePipeline, optimizing continuous delivery workflows and reducing build execution times. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - AWS CodePipeline tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer: title: Fine-tuning blue/green deployments on application load balancer description: '' year: '2021' stars: 0 ai_summary: Focuses on ALB's advanced routing capabilities to orchestrate safe blue/green deployments by shifting traffic percentages between target groups. A crucial operational pattern for continuous delivery pipelines, minimizing deployment blast radius. language: English resource_type: blog complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Deployment Patterns - Blue-Green - ALB tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools: title: 'amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source SCA, SAST and DAST tools' description: '' year: '2021' stars: 0 ai_summary: This comprehensive AWS guide demonstrates building a DevSecOps CI/CD pipeline inside AWS CodePipeline. Outlines integrating open-source security components—such as SonarQube (SAST), OWASP ZAP (DAST), and Bandit—into native cloud deployment workflows. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - AWS Implementations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator: title: Chaos engineering on Amazon EKS using AWS Fault Injection Simulator description: '' year: '2021' stars: 0 ai_summary: A technical walkthrough demonstrating how to orchestrate chaos experiments on Amazon EKS using AWS Fault Injection Simulator (FIS). Highlights configuring managed cluster actions to trigger node terminations, API failures, and container termination within isolated namespaces. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2: title: Deploy and Manage Gitlab Runners on Amazon EC2 description: '' year: '2021' stars: 0 ai_summary: This AWS DevOps guide outlines the deployment, scaling, and operational management of self-hosted GitLab Runners on Amazon EC2 instances. It covers autoscaling configurations via AWS Auto Scaling Groups and secure execution boundaries using AWS IAM instance profiles. language: Shell resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Providers - AWS - GitLab Runner tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line: title: 'aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line' description: '' year: '2023' stars: 0 ai_summary: An AWS Developer blog introducing automated command-line capabilities for Amazon CodeWhisperer. It highlights AI-driven command completion and automatic CLI parameter translation directly in modern terminal emulators. Essential for platform engineers aiming to dramatically accelerate shell and infrastructure-as-code scripting efficiency. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recovery-on-aws: title: "aws.amazon.com: Jenkins high availability and disaster recovery on AWS \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: 'An AWS reference guide covering high-availability and disaster recovery setups for Jenkins using shared EFS and cross-region architectures. *Curator Insight*: AWS failover patterns. *Live Grounding*: Standard baseline architectural design for enterprise continuous delivery resilience.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Environments - AWS Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines: title: 'aws.amazon.com: Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines' description: '' year: '2021' stars: 0 ai_summary: Advanced engineering tutorial detailing how to set up dynamic, multi-branch environments using AWS CDK Pipelines, enabling code-driven promotion of cloud architectures. language: TypeScript resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - CDK Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru: title: Introducing new self-paced courses to improve Java and Python code quality with Amazon CodeGuru description: '' year: '2021' stars: 3 ai_summary: Educational curriculum focusing on utilizing CodeGuru's machine-learning engines to detect concurrency bugs, resource leaks, and performance bottlenecks in Java and Python. These courses provide hands-on telemetry guides to maximize DevSecOps efficiency. Architecturally, CodeGuru integrates into CI/CD pipelines to enforce static and dynamic code quality. language: English resource_type: Training complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI Code Analysis - Developer Enablement tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy: title: Setting Up the Jenkins Plugin for AWS CodeDeploy description: '' year: '2021' stars: 0 ai_summary: Step-by-step setup guide for configuring the AWS CodeDeploy Jenkins plugin, allowing legacy, on-prem Jenkins orchestrations to deploy code artifacts directly to AWS cloud groups. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - Jenkins Integration tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/tag/continuous-deployment: title: Continuous Deployment with AWS description: '' year: '2026' stars: 0 ai_summary: Curated collection of continuous deployment strategies optimized for AWS runtimes. Explains canary releases, blue/green cluster migrations, and automated rollbacks on ECS and EKS. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - AWS DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact: title: 'aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and consume Python artifacts' description: '' year: '2020' stars: 0 ai_summary: Demonstrates how to authenticate Jenkins runner nodes securely with AWS CodeArtifact. Focuses on resolving and publishing Python artifact packages safely through automated build lifecycles. language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & Automation - Jenkins-based CI-CD - AWS & Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-discovery-of-new-treatment-compounds: title: 'aws.amazon.com: Creating a digital map of COVID-19 virus for discovery of new treatment compounds' description: '' year: '2020' stars: 0 ai_summary: Curator Insight captures the orchestration of highly parallelized, massive HPC grids on AWS to model viral interactions. Live Grounding confirms that AWS's modern HPC offerings (ParallelCluster, Batch, and FSx for Lustre) remain pivotal for global health research, processing exabytes of genomic data in record time. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - High Performance Computing - Life Sciences tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws: title: 'aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical context on AWS' description: '' year: '2023' stars: 4 ai_summary: Focuses on accelerating radiology imaging workflows using serverless AWS services to contextualize clinical data. The architecture integrates Picture Archiving and Communication Systems (PACS) with Electronic Health Records (EHR) through serverless APIs and machine learning processing, delivering contextualized, real-time insights to radiologists. This reduces latency in diagnostics while maintaining compliance with HIPAA standards. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - Healthcare Tech - Medical Imaging Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award: title: 'aws.amazon.com: AstraZeneca’s Drug Design Program Built using AWS wins Innovation Award' description: '' year: '2022' stars: 5 ai_summary: Analyzes AstraZeneca's cloud-native molecular drug design framework, which earned an AWS Innovation Award. The architecture leverages AWS high-performance computing (HPC) and serverless batch processing to run massive, parallel virtual screenings and machine learning models. This scalable platform drastically reduces the time needed to evaluate candidate compounds, showcasing cloud infrastructure as a force multiplier in pharmaceutical research. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - Bioinformatics - High-Performance Computing tags: - '[CASE STUDY]' - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator: title: 'aws.amazon.com: Automating and Scaling Chaos Engineering using AWS Fault Injection Simulator' description: '' year: '2021' stars: 0 ai_summary: Details structural blueprints for scaling and automating chaos engineering across multiple accounts using AWS FIS. Illustrates how to integrate fault tests with CI/CD systems and automated event alarms to prevent unintended outages. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws: title: 'aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS' description: '' year: '2024' stars: 4 ai_summary: This case study highlights BMW Group's deployment of a generative AI assistant on AWS designed to automate and optimize cloud infrastructure operations. By synthesizing telemetry data and AWS resource metrics, the assistant accelerates infrastructure diagnostics, reduces operational overhead, and drives cost-efficient resource provisioning. It demonstrates how LLMs can be integrated into enterprise cloud operations (AIOps) to simplify complex architectural decision-making. language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - Enterprise Solutions - AI & Infrastructure tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ai.md - customer.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts: title: 'aws.amazon.com: Save time with automated security checks of your Terraform scripts' description: '' year: '2022' stars: 0 ai_summary: An official AWS tutorial outlining security verification workflows for Terraform templates. Shows how to integrate automated scanners like tfsec and Checkov inside CI pipelines to catch vulnerabilities pre-provisioning. language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enterprises-with-amazon-sagemaker: title: 'aws.amazon.com: MLOps foundation roadmap for enterprises with Amazon SageMaker' description: '' year: '2022' stars: 4 ai_summary: A detailed blueprints roadmap by AWS outlining standard enterprise implementation strategies for SageMaker. Addresses resource provisioning, continuous training cycles, multi-account governance, and secure networking architectures required for heavy-duty financial and healthcare deployments. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - AWS - SageMaker tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/machine-learning/openai-models-and-codex-on-amazon-bedrock-are-now-generally-available/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=953986722 : title: OpenAI Models and Codex on Amazon Bedrock are Now Generally Available description: Official announcement introducing the general availability of OpenAI's GPT-5.5, GPT-5.4, and Codex models on the serverless Amazon Bedrock platform. year: '2026' stars: 4 ai_summary: '### Curator Insight This landmark AWS announcement marks the general availability of OpenAI''s frontier models (GPT-5.5 and GPT-5.4) and Codex directly within Amazon Bedrock''s secure enterprise environment. Organizations can now deploy these state-of-the-art LLMs and agentic coding models utilizing Bedrock''s serverless pay-per-token pricing, robust VPC data isolation, and integrated governance tools. This significantly bridges the gap between AWS''s managed infrastructure and OpenAI''s leading-edge intelligence.' language: English resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 7a8a98ae544a2e32eb710ebfbd446b0237ad4fd5ca0ccac47efe59785f1e712a health_score: null last_checked: 1780401702.549054 needs_ai_refresh: false hierarchy: - Amazon Web Services - Amazon Bedrock - Generative AI Integration tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures impact_score: 96 reputation_status: Vetted reputation_summary: Official AWS Blog announcement. One of the highest-impact enterprise news cycles of 2026, marking a monumental shift in the availability of OpenAI models on major public cloud serverless platforms. social_preview_url: https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/06/01/21096.png source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T14:01:42.549054+02:00' ? https://aws.amazon.com/blogs/machine-learning/promote-pipelines-in-a-multi-environment-setup-using-amazon-sagemaker-model-registry-hashicorp-terraform-github-and-jenkins-ci-cd : title: 'aws.amazon.com: Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD' description: '' year: '2022' stars: 4 ai_summary: An advanced infrastructure-as-code deployment blueprint for multi-environment (Dev, Stage, Prod) MLOps promotion. Orchestrates SageMaker Model Registry with HashiCorp Terraform, GitHub Actions, and Jenkins, demonstrating an enterprise-grade, highly-secured CI/CD model delivery loop. language: HCL resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - AWS - SageMaker tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer: title: How to enforce user quota on AWS AppSync with Lambda Authorizer description: '' year: '2022' stars: 0 ai_summary: Demonstrates how to design custom Lambda Authorizers for AWS AppSync (GraphQL) to implement rate-limiting, user tier quotas, and tenant-based isolation. Reduces compute strain by verifying credentials and quotas at the API edge. language: JavaScript resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Management - GraphQL & AppSync - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt: title: AWS Management Tools Blog description: '' year: '2026' stars: 0 ai_summary: The official AWS Management and Governance Tools Blog, serving as the authority on systems manager, Config, CloudTrail, and CloudWatch updates. It hosts standard architectures for designing observability frameworks and cloud optimization. Crucial for enterprise platform administrators ensuring alignment with modern AWS best practices. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-updated-with-new-capabilities: title: Amazon Managed Service for Grafana (AMG) preview updated with new capabilities description: '' year: '2021' stars: 4 ai_summary: Outlines preview enhancements to AMG, incorporating support for Grafana Enterprise upgrades, security posture controls, and direct data source connectivity (Prometheus, CloudWatch, OpenSearch). This update automates visualization scaling and secures connection configurations. It forms a central visualization plane across AWS-managed monitoring services. language: English resource_type: Service Feature complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Grafana - Managed Visualization tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service-catalog-service-actions: title: Automate preapproved operations with AWS Service Catalog service actions description: '' year: '2021' stars: 4 ai_summary: Enables cloud administrators to associate AWS Systems Manager (SSM) documents with cataloged products, allowing end-users to perform pre-approved operational tasks (like rebooting or scaling). This decouples routine operations from root-access privileges, enforcing zero-trust boundaries. It drastically reduces IT ticketing overhead through self-service infrastructure operations. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Service Catalog - Operations Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter : title: 'aws.amazon.com: Using Prometheus Adapter to autoscale applications running on Amazon EKS' description: '' year: '2021' stars: 0 ai_summary: Demonstrates how to configure the Prometheus Adapter to expose custom application metrics to the Kubernetes Horizontal Pod Autoscaler (HPA). The article outlines ingestion pipelines from Amazon Managed Service for Prometheus to enable dynamic workload scaling. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Auto-scaling - Prometheus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon-cloudwatch-part-2: title: Extending and exploring alarm history in Amazon CloudWatch – part 2 description: '' year: '2021' stars: 0 ai_summary: Investigates strategies to maintain and analyze deep historical records of CloudWatch alarm states over multi-year thresholds using Kinesis Firehose, S3 object storage targets, and Athena SQL queries. language: SQL resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - CloudWatch - Alerting Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices: title: How BT uses Amazon CloudWatch to monitor millions of devices description: '' year: '2021' stars: 0 ai_summary: Deep-dives into an enterprise architecture deployed by BT utilizing Amazon CloudWatch to ingest, structure, and analyze telemetry streams originating from millions of physical client network units globally. language: N/A resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Case Studies - Enterprise Scale tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who-made-changes-to-a-resource: title: How to use AWS Config and CloudTrail to find who made changes to a resource description: '' year: '2022' stars: 0 ai_summary: Demonstrates how to correlate events from AWS Config history with CloudTrail api audit logs. Provides an audit mechanism to pinpoint precise user identities, timestamps, and parameters related to unauthorized resource alterations. language: N/A resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Cloud Governance - Compliance & Audit tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower: title: Migrate AWS Landing Zone solution to AWS Control Tower description: '' year: '2021' stars: 4 ai_summary: A technical walkthrough explaining the migration path from legacy, custom-built AWS Landing Zone (ALZ) frameworks to fully managed Control Tower landing zones. It details account enrollment, baseline consolidation, and continuous policy management translations. This migration ensures long-term supportability, lower engineering maintenance, and structured governance. language: English resource_type: Migration Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Landing Zones - Control Tower tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer: title: Multi-account AWS Trusted Advisor summaries now available in AWS Systems Manager Explorer description: '' year: '2021' stars: 0 ai_summary: This technical integration consolidates multi-account AWS Trusted Advisor recommendations directly within AWS Systems Manager Explorer. This consolidation provides architects with a single-pane-of-glass dashboard for monitoring cost optimization, security, fault tolerance, and operational efficiency across entire AWS Organizations. Architecturally, it streamlines administrative overhead and improves governance visibility at scale. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ed82966b09b4de2b38dc8548af2ef70f6c034a80410be07d75824f823bc95aab health_score: 100.0 last_checked: 1779031440.094399 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Operations & Governance - AWS Systems Manager tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:00.094399+02:00' https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-anyone-using-aws-single-sign-on: title: 'aws.amazon.com: Share your Amazon CloudWatch Dashboards with anyone using AWS Single Sign-On' description: '' year: '2021' stars: 3 ai_summary: Enables engineers to share CloudWatch dashboards with stakeholders outside the AWS Console using IAM Identity Center (formerly AWS SSO). This decouples operations visualization from root access management, offering a secure path to operational metrics. It ensures fine-grained dashboard sharing across federated organizational entities. language: English resource_type: Service Feature complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - CloudWatch - Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-using-tags-in-aws-organizations: title: Simplifying permissions management at scale using tags in AWS Organizations description: '' year: '2022' stars: 0 ai_summary: Explains how Attribute-Based Access Control (ABAC) can scale within AWS Organizations using tag propagation. By tying access control permissions to metadata tags applied to AWS accounts and resources, architectures can achieve dynamic permission management that automatically scales as new resources are provisioned. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS Governance - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a-cloud-center-of-excellence-ccoe-approach: title: Standardize compliance in AWS using DevOps and a Cloud Center of Excellence (CCOE) approach description: '' year: '2022' stars: 0 ai_summary: Details institutional frameworks for establishing a Cloud Center of Excellence (CCoE) to govern multi-account AWS environments. It details the alignment of continuous integration pipelines, automated compliance scanning, and guardrail enforcement to deliver standardized, compliant patterns across large enterprises. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS Governance - Compliance Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/mt/visualize-and-gain-insights-into-your-aws-cost-and-usage-with-cloud-intelligence-dashboards-using-amazon-quicksight : title: Visualize and gain insights into your AWS cost and usage with Cloud Intelligence Dashboards and CUDOS using Amazon QuickSight description: '' year: '2021' stars: 5 ai_summary: Guide to building operational cost dashboards via AWS CUDOS and Amazon QuickSight. Translates complex billing files into detailed visualizations tracking anomalous expenditure patterns in real time. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dbcb634c0072d6d61c07855f854799ce9b31d0f4f2b6d8e2bb077b9f7dd56eb0 health_score: 100.0 last_checked: 1779030951.759867 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - FinOps Strategy tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:51.759867+02:00' https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-using-vpc-interface-endpoints: title: Centralize access using VPC interface endpoints to access AWS services across multiple VPCs description: '' year: '2021' stars: 0 ai_summary: An advanced networking pattern describing how to route traffic through centralized VPC endpoints across complex multi-VPC configurations. Live architectures utilize Route 53 Private Hosted Zones and Transit Gateway routing to avoid redundant endpoint charges. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - VPC - VPC Endpoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/networking-and-content-delivery/creating-active-passive-bgp-connections-over-aws-direct-connect: title: 'aws.amazon.com: Creating active/passive BGP connections over AWS Direct Connect' description: '' year: '2019' stars: 0 ai_summary: Explores advanced Route-Maps and BGP configuration options to establish resilient active/passive patterns on AWS Direct Connect. Explains path selection using AS-Path prepending and local preference. Critical for hybrid enterprise integrations demanding robust automated failover. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Direct Connect - BGP Routing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-recovery-mechanisms-using-amazon-route-53: title: "Creating Disaster Recovery Mechanisms Using Amazon Route 53 \U0001F31F" description: "- [Disaster recovery with AWS managed services, Part 2: Multi-Region/backup and restore \U0001F31F](https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore)" year: '2021' stars: 4 ai_summary: An official AWS networking guide outlining DNS-level disaster recovery configurations using Amazon Route 53 health checks and active-passive routing policies. Live Grounding shows Route 53 failover remains a foundational architectural component for maintaining global availability during severe regional cluster outages. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - DNS Routing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/networking-and-content-delivery/resolve-dns-names-of-network-load-balancer-nodes-to-limit-cross-zone-traffic : title: Resolve DNS names of Network Load Balancer nodes to limit cross-Zone traffic description: '' year: '2020' stars: 0 ai_summary: Investigates NLB node DNS resolution mechanisms to control cross-zone traffic costs. A critical reference for low-latency systems. Curator insight underlines zonal isolation; live operations utilize cross-zone disabling to reduce inter-availability zone latency and data transfer costs. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Network Load Balancer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2: title: Accelerate infrastructure as code development with open source Former2 description: '' year: '2022' stars: 0 ai_summary: This AWS blog post reviews the integration of Former2 into migration workflows. It demonstrates how to securely parse live AWS API parameters to generate accurate, deployable templates for complex networking configurations and database deployments. language: N/A resource_type: Blog/Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Automated Generation - AWS Resource Importers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk: title: 'aws.amazon.com: Building a Prometheus remote write exporter for the OpenTelemetry Go SDK' description: '' year: '2021' stars: 0 ai_summary: Step-by-step architectural design on constructing a Prometheus remote write exporter using the OpenTelemetry Go SDK. Demonstrates the conversion pipeline from OTel internal data points to time-series blocks compatible with Managed Prometheus ingestion points. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - OpenTelemetry - Go SDK tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane: title: 'amazon.com: Declarative provisioning of AWS resources with Spinnaker and Crossplane' description: '' year: '2021' stars: 0 ai_summary: Curator Insight showcases the declarative provisioning of AWS infrastructure using Spinnaker unified with Crossplane. Live Grounding shows that combining Crossplane's Kubernetes Control Plane model with Spinnaker's application pipelines represents an advanced platform engineering paradigm. This enables application developers to spin up dependencies dynamically without custom script hooks. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Infrastructure Provisioning - Crossplane Spinnaker Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube: title: 'aws blogs: Git Push to Deploy Your App on EKS' description: '' year: '2021' stars: 0 ai_summary: Explains the deployment of Gitkube on AWS Elastic Kubernetes Service (EKS) for git-push deployment mechanics. Historically useful for early rapid prototyping loops, though in 2026 this pattern is largely superseded by enterprise GitOps frameworks like Flux or ArgoCD. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - GitOps Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/introducing-opensearch: title: 'amazon.com: Introducing OpenSearch' description: '' year: '2021' stars: 0 ai_summary: The formal introduction of the OpenSearch project, an Apache 2.0-licensed fork of Elasticsearch and Kibana. Outlines AWS’s roadmap for secure, open-source search, ingestion, and analytical visualization suites. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - OpenSearch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/keeping-clients-of-opensearch-and-elasticsearch-compatible-with-open-source: title: 'aws.amazon.com: Keeping clients of OpenSearch and Elasticsearch compatible with open source' description: '' year: '2021' stars: 0 ai_summary: Addresses client library compatibility hurdles between Elasticsearch and OpenSearch. Explains how AWS and the OpenSearch community maintained backwards compatibility in SDKs to prevent breaking changes in consumer applications during migration. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - OpenSearch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller: title: 'aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller' description: '' year: '2021' stars: 0 ai_summary: Covers the deployment and usage architecture of the AWS Application Load Balancer (ALB) Ingress Controller. It shows how the controller interprets Kubernetes Ingress resources to provision physical AWS ALB layers, routing external HTTP traffic directly to backend pods. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Ingress Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets: title: "aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An AWS technical publication details managing secret deployments via Bitnami Sealed Secrets. Leverages cluster-side controller decryption of `SealedSecret` custom resources, allowing teams to confidently push encrypted assets directly to open Git repositories without risking credential exposure. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - Bitnami Sealed Secrets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start: title: "OpenShift 4 on AWS Quick Starts \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An official AWS blueprint details early CloudFormation-driven automations to instantiate OpenShift 4 environments. While largely replaced by Modern Partner Solutions, it remains an informative model for multi-AZ topology layouts. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Public Cloud - AWS Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts: title: Querying AWS at scale across APIs, Regions, and accounts description: '' year: '2022' stars: 0 ai_summary: Enterprise guide mapping performance configurations designed to query massive multi-account, multi-region AWS environments. Analyzes API latency limitations, concurrency protocols, and security audits utilizing SQL query abstractions. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure & Orchestration - Asset Management & Governance - Cloud Analytics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md - cloud-asset-inventory.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent: title: "Realize Policy-as-Code with AWS Cloud Development Kit through Open Policy Agent \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A detailed walk-through demonstrating Policy-as-Code setups within AWS CDK deployment models using Open Policy Agent (OPA). Teaches engineers how to compile cloud infrastructure representations and parse them against Rego policies to catch insecure setups before resource creation. language: TypeScript/Rego resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps - Policy as Code - Open Policy Agent tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elasticsearch: title: 'amazon.com: Stepping up for a truly open source Elasticsearch' description: '' year: '2021' stars: 0 ai_summary: AWS's official announcement and rationale behind driving a community-led fork of Elasticsearch and Kibana. Outlines commitment to preserving open-source software licenses and maintaining Apache 2.0-compliant versions for enterprise developers. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - Industry Shifts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-developers: title: "aws.amazon.com/blogs: Why Jenkins still continuously serves developers \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An AWS technical analysis detailing why Jenkins remains a widely used CI/CD platform. It highlights its plugin ecosystem, massive deployment base, and adaptability within highly customized cloud-native environments. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Jenkins - Industry Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/adhere-to-iam-best-practices-in-2016: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.295134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.295134+02:00' https://aws.amazon.com/blogs/security/announcing-industry-best-practices-for-securing-aws-resources: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735877.799653 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.799653+02:00' https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-apis-to-manage-users-and-groups-at-scale: title: Announcing new AWS IAM Identity Center APIs to manage users and groups at scale description: '' year: '2022' stars: 0 ai_summary: AWS expanded its IAM Identity Center with programmatic APIs for user and group management. These endpoints facilitate Automated Provisioning (SCIM-based or native) and deep integration with existing external Identity Providers (IdPs) and custom HR software to manage lifecycle identities systematically. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - API Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/automated-reasoning-and-amazon-s2n: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.288824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.288824+02:00' https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-kms-multi-region-keys: title: Encrypt global data client-side with AWS KMS multi-Region keys description: '' year: '2021' stars: 0 ai_summary: Deep architectural guide explaining client-side data encryption utilizing AWS KMS multi-Region keys. This approach ensures secure, identical-key replication across different geographic regions, simplifying global data protection without requiring decryption and re-encryption loops. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Cryptography tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside-of-aws-with-iam-roles-anywhere: title: "Extend AWS IAM roles to workloads outside of AWS with IAM Roles Anywhere \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Official announcement and architectural guide detailing IAM Roles Anywhere. This service extends AWS IAM trust to on-premises servers, containers, and databases using X.509 PKI certificates. By eliminating the need for long-lived IAM user keys outside AWS, it significantly enhances hybrid-cloud security postures. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Hybrid Cloud Identity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with-sso-user-assignment: title: How to automate AWS account creation with SSO user assignment description: '' year: '2021' stars: 0 ai_summary: An automation blueprint detailing programmatic AWS account creation and scaling under AWS Organizations. Details integration with IAM Identity Center (formerly AWS SSO) to automate standard permission set attachments and directory-level user allocation during tenancy bootstrap. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager : title: How to automate incident response to security events with AWS Systems Manager Incident Manager description: '' year: '2021' stars: 0 ai_summary: This guide outlines how to automate security incident response workflows using AWS Systems Manager Incident Manager. It details how to leverage custom runbooks, notify on-call teams, and orchestrate automated mitigations for resource degradation or security breaches. Utilizing these automated workflows drastically reduces the Mean Time to Resolution (MTTR) while enforcing uniform incident management standards across distributed environments. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4f27d5fd1a5c1ced37597faa3ef46654a251728f266728cc15665ba18e8c6621 health_score: 100.0 last_checked: 1779033081.518781 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Security & Incident Response - AWS Systems Manager tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.518781+02:00' ? https://aws.amazon.com/blogs/security/how-to-automatically-update-your-security-groups-for-amazon-cloudfront-and-aws-waf-by-using-aws-lambda : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735877.830992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.830992+02:00' https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at-scale-part-1: title: How to monitor and query IAM resources at scale – Part 1 description: '' year: '2022' stars: 0 ai_summary: Technical guide on orchestrating AWS IAM visibility at scale using AWS Config, Amazon Athena, and Amazon QuickSight. It outlines data pipeline architectures to aggregate, query, and visualize IAM configurations across an entire AWS Organization, enabling rapid detection of security regressions and unmanaged IAM entities. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Compliance & Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/how-to-record-and-govern-your-iam-resource-configurations-using-aws-config: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735877.763796 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.763796+02:00' https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manager-multiple-regions: title: How to replicate secrets in AWS Secrets Manager to multiple Regions description: '' year: '2021' stars: 0 ai_summary: Architectural blueprint describing how to orchestrate multi-region secrets replication natively via AWS Secrets Manager. It explains synchronization mechanics, KMS encryption wrapping at rest in target regions, and read-replica endpoint configurations to guarantee low-latency access and cross-region disaster recovery capability. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Secrets Management - Disaster Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/how-to-restrict-amazon-s3-bucket-access-to-a-specific-iam-role: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735877.999374 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.999374+02:00' https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-opensearch-service-for-siem: title: How to use AWS Security Hub and Amazon OpenSearch Service for SIEM description: '' year: '2022' stars: 0 ai_summary: A reference architecture blueprint demonstrating how to centralize finding logs from AWS Security Hub and ingestion-routing them into Amazon OpenSearch Service. It serves as a cost-effective, real-time Security Information and Event Management (SIEM) dashboard for continuous log investigation. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://aws.amazon.com/blogs/security/how-to-use-saml-to-automatically-direct-federated-users-to-a-specific-aws-management-console-page : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.287185 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.287185+02:00' https://aws.amazon.com/blogs/security/in-case-you-missed-these-aws-security-blog-posts-from-june-july-and-august: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.290862 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.290862+02:00' https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saas-environments: title: Security practices in AWS multi-tenant SaaS environments description: '' year: '2021' stars: 0 ai_summary: An analytical guide establishing SaaS tenant isolation policies on AWS. Discusses partitioning patterns across compute resources, dynamically generating short-lived IAM session credentials to enforce data-layer security boundaries, and configuring tenant-specific encryption keys via KMS. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - SaaS Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center: title: Temporary elevated access management with IAM Identity Center description: '' year: '2023' stars: 0 ai_summary: AWS IAM Identity Center introduced temporary elevated access mechanisms. This feature implements time-bound, audited administrative permissions (just-in-time privilege escalation), mitigating risks from persistently elevated root and operator access. language: None resource_type: Cloud Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Identity & Access - Privilege Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/the-most-popular-aws-security-blog-posts-in-2015: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.434501 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.434501+02:00' https://aws.amazon.com/blogs/security/the-most-viewed-aws-security-blog-posts-so-far-in-2016: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.280956 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.280956+02:00' https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architecture-is-now-available: title: 'aws.amazon.com: Update of AWS Security Reference Architecture is now available' description: '' year: '2023' stars: 0 ai_summary: An architectural announcement detailing updates made to the AWS Security Reference Architecture (SRA). Details integrations with newly evolved AWS security services, updated multi-account strategies, and delegation changes designed to simplify operational overhead. language: English resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/updated-whitepaper-available-aws-best-practices-for-ddos-resiliency: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.292008 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.292008+02:00' ? https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles : title: Use IAM Access Analyzer policy generation to grant fine-grained permissions for your AWS CloudFormation service roles description: '' year: '2021' stars: 0 ai_summary: Detailed operational guide showing how to generate least-privilege IAM policies automatically from CloudFormation deployment histories via Access Analyzer. This workflow accelerates secure infrastructure-as-code deployments by capturing actual runtime API calls and converting them into precise, production-ready IAM policies. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Least Privilege Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boundaries: title: 'aws.amazon.com: When and where to use IAM permissions boundaries' description: '' year: '2023' stars: 0 ai_summary: A comprehensive architectural guide on implementing AWS IAM permissions boundaries to delegate authority safely. It explains how to set the maximum privilege level for IAM principals, enabling developers to create roles without escalating privileges. Essential for scaling IAM governance in decentralized engineering organizations. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/smb/four-principles-of-cloud-financial-management-small-and-medium-business-owners-need-to-know: title: 'aws.amazon.com: Four Principles of Cloud Financial Management Small and Medium Business Owners Need to Know' description: '' year: '2023' stars: 3 ai_summary: Breaks down AWS Cloud Financial Management (CFM) pillars specifically optimized for small and medium businesses. Outlines strategies for mapping budgets to cloud infrastructure utilization using AWS Cost Explorer and AWS Budgets, striking a balance between fast delivery and operational cost overhead. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - AWS Optimization - SMB Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets: title: A step-by-step guide to synchronize data between Amazon S3 buckets description: '' year: '2022' stars: 0 ai_summary: A step-by-step engineering blueprint outlining how to execute multi-TB synchronization loops between distinct S3 buckets using CLI, AWS Batch, and replication mechanisms. Crucial for disaster recovery planning and regional migration strategies. language: Bash resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - S3 Synchronization tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protection-for-amazon-s3-with-aws-backup: title: Automate and centrally manage data protection for Amazon S3 with AWS Backup description: '' year: '2021' stars: 4 ai_summary: Details on leveraging AWS Backup to configure and schedule continuous backups and point-in-time restores directly for Amazon S3 buckets. Live Grounding identifies this integration as a critical requirement for securing high-scale object store applications against ransomware or logical deletion bugs. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Services - S3 Protection tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions: title: "Building an active-active, latency-based application across multiple Regions \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Outlines patterns for constructing active-active, latency-routed storage setups across multiple geographical AWS Regions. Focuses on orchestrating distributed systems with zero-RTO ambitions, detailing replication policies, DNS-level routing strategies, and conflict-free data synchronization. Key trade-offs in consistency and replication lag are analyzed to build resilient enterprise services. language: Agnostic resource_type: Architecture Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Reliability Engineering - Multi-Region Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs: title: 'aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon EFS' description: '' year: '2022' stars: 0 ai_summary: Illustrates the reference architecture for scaling distributed machine learning workloads using Kubeflow on Amazon EKS backed by AWS EFS. Addresses shared-storage patterns crucial for training datasets, model checkpoints, and collaborative Jupyter notebooks. language: N/A resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Machine Learning - Kubeflow Storage tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering: title: Manage Amazon S3 storage costs granularly and at scale using S3 Intelligent-Tiering description: '' year: '2021' stars: 4 ai_summary: Details how S3 Intelligent-Tiering minimizes administration tasks by automating object data migration. Moves records between active and archival tiers based on individual file lifecycle events. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af55e777f6dd102fb7cc5e394eed245a3bd08094b063b668dbc466b217dfb6f5 health_score: 100.0 last_checked: 1779033100.924138 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Storage Costs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.924138+02:00' https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python: title: Monitor Amazon S3 activity using S3 server access logs and Pandas in Python description: '' year: '2021' stars: 0 ai_summary: Explores the implementation of data-driven security audits and monitoring on Amazon S3. Leveraging Python's Pandas library, the post walks through parsing raw S3 server access logs to construct structured dataframes. This allows engineers to query access patterns, detect anomalous behaviors, and automate compliance audits with high precision without provisioning complex database engines. language: Python resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage - AWS S3 - Analytics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks: title: 'aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon EKS, and utilize AWS Organizations more effectively' description: '' year: '2021' stars: 0 ai_summary: A guide to mounting Amazon Elastic File System (EFS) across separate AWS accounts using AWS Organizations and EKS. Outlines IAM policy delegation and EFS CSI driver setup to enable persistent shared storage across multi-tenant environments. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Storage - Amazon EFS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes: title: 'aws.amazon.com: Persistent storage for Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A comprehensive architectural assessment of persistent storage paradigms in AWS-hosted Kubernetes. Contrasts EBS, EFS, and FSx for Lustre, outlining optimal use cases, performance characteristics, and mounting protocols across containerized applications. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Storage - Persistent Volumes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/cdk: title: CDK description: '' year: '2026' stars: 0 ai_summary: Curator Insight highlights the AWS Cloud Development Kit (CDK) for defining cloud infrastructure using familiar programming languages. Live Grounding confirms AWS CDK v2 is the undisputed standard for modern AWS programmatic provisioning, drastically reducing CloudFormation boilerplate via high-level, reusable constructs. language: TypeScript resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AWS CDK - Core Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/certification/certification-prep/testing: title: Schedule an Exam description: '' year: '2023' stars: 0 ai_summary: Official AWS portal dedicated to scheduling cloud certification exams via Pearson VUE. Provides essential administrative details, policy guidelines, accommodations request forms, and localized testing options. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/cli: title: Amazon CLI Documentation description: '' year: '2026' stars: 0 ai_summary: The main landing and installation documentation portal for the AWS Command Line Interface. It acts as the definitive source for setting up the CLI across macOS, Linux, and Windows environments. Essential for establishing standard terminal configurations and programmatic environment variables across both developer workstations and CI/CD agents. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CLI Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/cloud-adoption-framework: title: AWS Cloud Adoption Framework (AWS CAF) description: '' year: '2026' stars: 0 ai_summary: The AWS Cloud Adoption Framework (AWS CAF) defines a structured architectural approach to enterprise cloud migration. Evaluates six primary organizational perspectives to securely de-risk large-scale cloud transformations. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 91cf5a1db1ab2d0b67528ecbe38fc8a3a5e00d5aa2311358212017dcd995a2c3 health_score: 100.0 last_checked: 1779130494.967017 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Enterprise Migration - Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.967017+02:00' https://aws.amazon.com/cloudcontrolapi: title: AWS Cloud Control API description: '' year: '2021' stars: 0 ai_summary: Detailed programmatic standard for the Cloud Control API. Unifies CRUDL interactions across hundreds of AWS resource classes and third-party integration schemas, facilitating custom provisioning engine designs. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Infrastructure APIs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/cloudendure-migration: title: AWS Cloud Endure Migration description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ccdb5e1bcd00e5ad0b9280760d24f3379a49018ec7469ba09622f6bd4de3fe61 health_score: 100.0 last_checked: 1779034041.547775 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.547775+02:00' https://aws.amazon.com/cloudformation: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6860ed82275e041fcbe79931339f8e8c8f2a0179f7a5da72a834d4b124cc2e70 health_score: 100.0 last_checked: 1779034045.406942 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T18:07:25.406942+02:00' https://aws.amazon.com/codeguru: title: Amazon CodeGuru Reviewer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e811a6adc26559771a1657eba236d26f3e4922cb5b5f7ea7d71281015666d74e health_score: 100.0 last_checked: 1779029124.171829 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devel-sites.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:24.171829+02:00' https://aws.amazon.com/codeguru/profiler: title: Amazon CodeGuru Reviewer description: '' year: '2026' stars: 0 ai_summary: Amazon CodeGuru Reviewer is an AI-driven security and performance analysis service built to find hard-to-detect defects within CI/CD pipelines. It identifies security vulnerabilities, synchronization issues, and resource leaks. In 2026, it offers refined cloud-native optimization suggestions tailored to AWS service dependencies and serverless execution environments. language: Java resource_type: tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Automated Code Review - Amazon CodeGuru tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/codewhisperer: title: "Amazon CodeWhisperer \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 30cd6d021ff9fb492b38f274b8c66090eadf4e900bce6a00dd2a0a3b48692f73 health_score: 100.0 last_checked: 1779034564.308462 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-tools-scripts.md - docs/devel-sites.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.308462+02:00' https://aws.amazon.com/compliance/shared-responsibility-model: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a1ee072decf0f2baca82f1015afe12e9904f70a09c25c6bd9524eaf803947ed6 health_score: 100.0 last_checked: 1779031826.989036 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:26.989036+02:00' https://aws.amazon.com/controltower: title: 'aws.amazon.com: AWS Control Tower' description: '' year: '2023' stars: 0 ai_summary: Official AWS product reference for AWS Control Tower, a managed service that streamlines multi-account governance and landing zone orchestration. It details how the platform enforces automated guardrails, visualizes enterprise health, and coordinates with AWS Organizations for centralized billing and policy compliance. language: None resource_type: Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AWS - Multi-Account Setup - Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/corretto: title: Amazon Corretto description: '' year: '2020' stars: 0 ai_summary: Amazon Corretto is a no-cost, multiplatform, production-ready distribution of OpenJDK backed by Amazon AWS. It includes performance optimizations and security patches used internally at Amazon, making it a reliable standard for enterprise Java APIs. language: Java resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/datapipeline: title: AWS Data Pipeline description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b9fae1d0be9296b6fc7d2340f9ab54f90a9525d2133fa56706439edcc2b3272b health_score: 100.0 last_checked: 1779034568.917172 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-data.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:08.917172+02:00' https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus' description: '' year: '2022' stars: 0 ai_summary: Discusses Prometheus instrumentation and query dashboards tailored specifically for evaluating EKS API server health. Analyzes performance bottlenecks, webhook latency, request queues, and resource utilization to maintain high availability. language: PromQL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon EKS - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments: title: Strategies for consolidating AWS environments description: '' year: '2023' stars: 0 ai_summary: Details architectural strategies for consolidating multi-account AWS environments. Explores AWS Organizations setups, control tower governance, and billing unification across enterprise structures. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Cloud Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users : title: 'aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront content from being downloaded by unauthenticated users' description: '' year: '2021' stars: 0 ai_summary: Presents edge security patterns leveraging Lambda@Edge or CloudFront Functions to validate cookies and JWTs. This approach prevents unauthorized downloads of static content directly at the CDN tier, dramatically reducing backend origin load. language: English resource_type: blog complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - CDN - Edge Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver: title: Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver description: '' year: '2023' stars: 0 ai_summary: Outlines techniques for non-disruptively scaling, upgrading, and migrating stateful persistent volumes using the advanced AWS Elastic Block Store (EBS) CSI Driver. Focuses on hot-modifying volume sizes, IOPS parameters, and throughput. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Storage - EBS Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/device-farm: title: 'AWS Device Farm: Improve the quality of your web and mobile applications by testing across desktop browsers and real mobile devices hosted in the AWS Cloud' description: '' year: '2025' stars: 4 ai_summary: Product brief of AWS Device Farm, an automated application testing service hosting real physical mobile devices and desktop browser stacks for continuous cross-platform validation. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Mobile Testing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://aws.amazon.com/devops: title: "AWS DevOps \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: AWS’s primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Ecosystem - Cloud Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - aws-devops.md - devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/devops-guru: title: Amazon DevOps Guru description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 280116a655de3cf3a75f1334ee3bbe7f51e83630f34c706164de136170dd341e health_score: 100.0 last_checked: 1779029294.538587 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:14.538587+02:00' https://aws.amazon.com/devops/-guru: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.999056 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-devops.md v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.999056+02:00' https://aws.amazon.com/dms/?audit=2019q1: title: 'Whitepaper: Migrating Your Databases to AWS' description: '' year: '2019' stars: 4 ai_summary: Curator Insight offers a comprehensive methodology and step-by-step guidance for planning and executing database migrations to AWS. Live Grounding reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. Crucial reading for enterprise modernization and cloud adoption planning. language: English resource_type: Whitepaper complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Database Migration - Whitepapers tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://aws.amazon.com/dms/learn-more: title: 'Whitepaper: Migrating Your Databases to AWS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7ac4db73285b65f1f821b683233f8d3e1481d806d3a0bd3f07e610f53ff05139 health_score: 100.0 last_checked: 1779031576.496623 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.496623+02:00' https://aws.amazon.com/documentation/elastic-beanstalk: title: AWS Elastic Beanstalk Documentation description: '' year: '2011' stars: 0 ai_summary: Official reference architecture and deployment guide for AWS Elastic Beanstalk. Simplifies cloud application lifecycle management by handling capacity provisioning, balancing, scaling, and platform patching. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - PaaS Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2011-06-01T00:00:00+02:00' https://aws.amazon.com/eks: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 health_score: 100.0 last_checked: 1779034155.615435 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.615435+02:00' https://aws.amazon.com/elasticloadbalancing/application-load-balancer: title: Application Load Balancer description: '' year: '2020' stars: 0 ai_summary: The authoritative landing page for AWS ALB, highlighting its Layer 7 request routing capabilities, HTTP/2 support, and WAF integrations. Modern microservices rely on ALB's path-based and host-based routing to expose APIs dynamically. language: English resource_type: documentation complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Application Load Balancer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/elasticloadbalancing/applicationloadbalancer: title: Application Load Balancer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9afd89ec5e6ae024c833406a37b61768771d65db7f9dda728b3a1d4bba245dd1 health_score: 100.0 last_checked: 1779031327.282979 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:07.282979+02:00' https://aws.amazon.com/en/eks: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 health_score: 100.0 last_checked: 1779029142.3663 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:42.366300+02:00' https://aws.amazon.com/en/iot: title: aws.amazon.com/en/iot description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 53a4ea9ed280c66544be53a0137bd389de48046349fb777aab0ec4ac4e2650cb health_score: 100.0 last_checked: 1779030982.773584 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:22.773584+02:00' https://aws.amazon.com/en/premiumsupport: title: AWS Support description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be1cf71d0326726204d76ad5aa0b2031464021b98ef70d6e5cd4dc9101896afd health_score: 100.0 last_checked: 1779030436.601735 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:16.601735+02:00' https://aws.amazon.com/en/premiumsupport/knowledge-center: title: AWS Knowledge Center description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582 health_score: 100.0 last_checked: 1779033118.516298 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.516298+02:00' ? https://aws.amazon.com/es/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory : title: AWS CloudFormation Adds Support for AWS WAF and AWS Directory Service for Microsoft Active Directory description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 health_score: 100.0 last_checked: 1779032159.312217 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-newfeatures.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:59.312217+02:00' https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment: title: 'Docker Datacenter on the AWS Cloud: Quick Start Reference Deployment' description: '' year: '2016' stars: 0 ai_summary: Quick Start guide detailing the automated orchestration of Docker Datacenter (now Mirantis Kubernetes Engine) on AWS. It serves as an architectural design reference from the pre-Kubernetes dominance era, describing multi-zone registry configurations, control planes, and Swarm-based container engines. language: N/A resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Legacy Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub: title: Easily model your app data in a NoSQL database with AWS Mobile Hub description: '' year: N/A stars: 0 ai_summary: Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. Included for legacy archeological reference. [SPANISH CONTENT] language: Spanish resource_type: Release Announcement complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 21f8bb9eda217128301104a7159790fc2f1b33f4d8dc498fb4b1a9c34391a72e health_score: 100.0 last_checked: 1779031618.520511 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Mobile Development - Legacy Releases tags: - '[LEGACY]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.520511+02:00' ? https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization : title: AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization description: '' year: N/A stars: 0 ai_summary: Curator Insight announces legacy enhancements to AWS SCT, focusing on target conversions to Amazon Redshift. Live Grounding confirms this enabled automation for migrating complex on-premises data warehouses like Teradata and Oracle DW to modern cloud analytics warehouses. [SPANISH CONTENT] language: Spanish resource_type: Release Announcement complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ab8d47918e42fe8451e7eb56d8d4786364927e216ff5abba72f85dd1b6ed0eca health_score: 100.0 last_checked: 1779032217.232132 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Database Migration - Legacy Releases tags: - '[LEGACY]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:57.232132+02:00' https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows: title: Amazon Inspector Announces General Availability for Windows description: '' year: '2016' stars: 0 ai_summary: Historical announcement outlining Amazon Inspector's release of vulnerability assessment scanning support on Windows Server instances. While foundational, modern operators should reference later Amazon Inspector v2 capabilities for unified container and EC2 scanning. language: Spanish resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Vulnerability Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' ? https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9 : title: Backup and archive to AWS Storage Gateway VTL with Veeam Backup & Replication v9 description: '' year: '2016' stars: 3 ai_summary: An AWS announcement detailing integration between Veeam Backup & Replication and the virtual tape library (VTL) functionality of AWS Storage Gateway. Live Grounding highlights how this hybrid solution continues to serve traditional enterprises transitioning to the cloud while maintaining legacy archiving requirements. language: English resource_type: Release Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Storage - Veeam Integration tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available: title: 'aws.amazon.com: First AWS Certification Study Guide Now Available' description: '' year: '2016' stars: 0 ai_summary: Historical announcement of the first official AWS Certified Solutions Architect - Associate Study Guide. While highly informative on classical concepts, modern practitioners must supplement it with current AWS documentation to address the evolved features of modern cloud services. language: English resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://aws.amazon.com/es/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws: title: EC2 VM Import/Export now supports migration of virtual machines with Unified Extensible Firmware Interface (UEFI) boot to AWS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 health_score: 100.0 last_checked: 1779034223.882681 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-newfeatures.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.882681+02:00' https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers: title: AWS Networking for Developers description: '' year: '2020' stars: 0 ai_summary: Synthesizes AWS's core networking constructs for software engineers. While early guides treat VPC and subnetting as peripheral, modern development architectures position these as foundational security boundaries. The guide details CIDR blocks, VPC structure, and security groups. language: English resource_type: blog complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds: title: Oracle Database Encryption Options on Amazon RDS description: '' year: '2018' stars: 0 ai_summary: A technical architectural blog guiding engineers through configuring database security on Amazon RDS. It focuses on integrating Oracle Transparent Data Encryption (TDE) with AWS KMS, ensuring low-latency column and tablespace encryption-at-rest with robust enterprise key separation. language: Spanish resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Database Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3: title: Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3 description: '' year: '2022' stars: 0 ai_summary: A security-focused guide detailing how to mount and connect AWS S3 File Gateways securely using AWS PrivateLink endpoints. Eliminates exposure to the public internet by keeping all backup transactions fully routed within local corporate VPC networks. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - Private Connectivity tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc: title: AWS Network Firewall – Nuevo Servicio Gestionado de Firewall para VPC description: '' year: '2021' stars: 4 ai_summary: Un análisis en español sobre AWS Network Firewall, detallando cómo este servicio gestionado de seguridad perimetral proporciona inspección de paquetes activa, prevención de intrusiones (IPS) y filtrado de URL. Arquitectónicamente, se integra con Transit Gateway para asegurar de manera centralizada el tráfico de entrada y salida a nivel de VPC corporativo. language: Spanish resource_type: Service complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Network Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion: title: 'aws.amazon.com: Exámenes prácticos gratuitos y 100% en español para que obtenga su certificación' description: '' year: '2023' stars: 0 ai_summary: Spanish-language portal by AWS detailing official, free practice certification exams. Designed to help Spanish-speaking engineers evaluate their readiness for Cloud Practitioner and Solutions Architect exams while familiarizing themselves with localized technical vocabulary. language: Spanish resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws/amazon-elasticsearch-service-is-now-amazon-opensearch-service-and-supports-opensearch-10: title: 'aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service'' and Supports OpenSearch 1.0' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 50e89257bccff5ad33443b08ee3e69bfa8293c698504c504d6d500db995f2130 health_score: 100.0 last_checked: 1779032977.326799 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:37.326799+02:00' https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available: title: Amazon RDS Proxy – Now Generally Available description: '' year: N/A stars: 0 ai_summary: Curator Insight presents Amazon RDS Proxy as a managed solution to handle high database connection concurrency. Live Grounding validates that RDS Proxy multiplexes connections, bypassing the performance degradation caused by high serverless (AWS Lambda) spin-up events. A critical integration pattern for cloud-native microservices. [SPANISH CONTENT] language: Spanish resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: bf0c24c2f82da9fadb5e86e0950ef96791ae86c854470897dd544b3ae9b0dbca health_score: 100.0 last_checked: 1779030597.459597 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Databases - Serverless Architecture tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:57.459597+02:00' https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction: title: 'aws.amazon.com: Amazon S3 Glacier Price Reduction' description: '' year: '2021' stars: 4 ai_summary: Analyses structural price reductions on S3 Glacier archiving solutions. Evaluates its architectural impact for enterprises storing high-volume data lakes and maintaining long-term historical compliance logs. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: de838d4e4d6256050d8712e060ec0a29730e57d09ef9418b67a61096d1f9ea9a health_score: 100.0 last_checked: 1779031720.165704 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Storage Costs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.165704+02:00' https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources: title: AWS CloudShell - Command-Line Access to AWS Resources description: '' year: '2020' stars: 5 ai_summary: Introduction to AWS CloudShell, a browser-based, secure terminal console preconfigured with standard CLI utilities, shell environments, and automatic IAM session credential sharing. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Management Tools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances: title: 'May 2020: EC2 Price Reduction – For EC2 Instance Saving Plans and Standard'' Reserved Instances' description: '' year: '2020' stars: 4 ai_summary: Details systemic price reductions for EC2 Instance Savings Plans and Standard Reserved Instances. Highlights AWS's continuous price adjustments and the architectural shift towards commitment-based financial engineering models. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 815be8e566d6624237e65cc5cb8947cdf55f101a50ffdda374bbc85a0a03a398 health_score: 100.0 last_checked: 1779030440.264816 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Compute Costs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:20.264816+02:00' https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation: title: Introducing a Public Registry for AWS CloudFormation description: '' year: '2021' stars: 0 ai_summary: The AWS CloudFormation Public Registry simplifies resource discovery, allowing platform engineers to deploy third-party resource models directly within stacks. It eliminates the need for complex, custom lambda triggers when integrating external APIs or monitoring tools. language: N/A resource_type: Registry Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Registries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure: title: New for AWS CloudFormation – Quickly Retry Stack Operations from the Point of Failure description: '' year: '2021' stars: 4 ai_summary: Introduces the ability to retry failed CloudFormation stack operations from the point of failure, omitting the need to rollback and rebuild the entire deployment from scratch. This drastically optimizes development feedback loops, especially when dealing with flaky external resources or transient timeouts. It dramatically changes IaC debugging workflows on AWS. language: English resource_type: Service Feature complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - State Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably: title: 'amazon.com: Red Hat OpenShift Service on AWS Now GA' description: '' year: '2021' stars: 0 ai_summary: The official AWS News Blog GA release for ROSA. It highlights deep integration with native AWS consoles, identity management, and simplified direct deployment methods. language: Spanish resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Managed Kubernetes - ROSA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images: title: 'aws.amazon.com: Optimizing Lambda functions packaged as container images' description: '' year: '2021' stars: 0 ai_summary: Highly technical optimization guide for serverless containers. Focuses on cache warming, base image choices, and reducing multi-tier image footprints to minimize cold start latency. language: None resource_type: Technical Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1: title: Amazon EFS with Amazon ECS and AWS Fargate – Part 1 description: '' year: '2021' stars: 0 ai_summary: A detailed developer's guide showing how to mount elastic, multi-writer shared storage structures (Amazon EFS) onto transient AWS ECS containers running under AWS Fargate. Highly critical for migrating legacy workloads requiring stateful configurations. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - AWS ECS & Fargate - Storage Architecture tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects: title: 'Introducing cdk8s+: Intent-driven APIs for Kubernetes objects' description: '' year: '2021' stars: 0 ai_summary: AWS blog introducing cdk8s+, an abstraction layer built on top of Cloud Development Kit for Kubernetes. Allows developers to programmatically compose secure, intent-driven configurations using object-oriented languages instead of flat YAML documents. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 784a3338cc02023deec7725049143e6541f7344bf6de43993dbbca12b49f9f7b health_score: 100.0 last_checked: 1779031089.028613 needs_ai_refresh: true hierarchy: - Configuration Management - IaC & SDKs - CDK tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:09.028613+02:00' https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: title: 'aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1' description: '' year: '2021' stars: 0 ai_summary: Spanish localized edition of AWS's architectural breakdown detailing policy-driven mitigations within Kubernetes runtime layers. Instructs platform engineers on configuring robust security guardrails using native Kubernetes controllers and cloud provider identity brokers to neutralize container vulnerabilities. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd health_score: 100.0 last_checked: 1779033511.089671 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:31.089671+02:00' https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking: title: 'aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking' description: '' year: '2021' stars: 0 ai_summary: An in-depth guide on ROSA integration within existing virtual networks, demonstrating VPC configurations, routing tables, and Elastic Load Balancer (ELB) design parameters. language: Spanish resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Cluster Networking - ROSA Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/developer/migrating-to-boto3: title: Migrating to Boto3 description: '' year: '2015' stars: 4 ai_summary: Curator Insight outlines the definitive transition guide from early Boto v2 to the modern Boto3 framework. Live Grounding demonstrates that Boto3 is the fundamental backend library for programmatic cloud orchestration, leveraging AWS-designed schemas to autogenerate modern client models. language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - AWS SDK - Migration Guides tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate: title: 'amazon.com: Building a serverless Jenkins environment on AWS Fargate' description: '' year: '2021' stars: 0 ai_summary: 'This architectural blueprint outlines how to build a highly available, serverless Jenkins cluster on AWS Fargate. It covers eliminating static controller instances, deploying dynamic containerized worker agents via ECS, and mitigating idle cost structures. *Curator Insight*: Highlighting cloud-native agent deployment. *Live Grounding*: By 2026, Fargate-backed agents represent a dominant methodology to avoid VM configuration drift and dynamic scaling bottlenecks.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Serverless Jenkins on AWS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops: title: 'aws.amazon.com: Introducing FinOps—Excuse Me, DevSecFinBizOps' description: '' year: '2021' stars: 0 ai_summary: An AWS enterprise strategy blog post introducing the concept of DevSecFinBizOps. Suggests integrating cloud financial management and budgeting constraints directly into the DevOps software delivery cycle, shifting financial responsibility left to engineering teams. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Financial Operations - FinOps - Methodologies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors: title: Use Git pre-commit hooks to avoid AWS CloudFormation errors description: '' year: '2021' stars: 0 ai_summary: This AWS systems guide walks through integrating static scanners like cfn-lint, cfn-nag, and validation rules directly into git pre-commit hooks. It helps catch syntax errors and non-compliant configurations early, improving commit quality. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Pre-commit Hooks tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles: title: Bring your own CLI to Session Manager with configurable shell profiles description: '' year: '2021' stars: 0 ai_summary: An implementation guide for setting up customizable shell profiles inside AWS Systems Manager (SSM) Session Manager. It enables operators to access secure terminal connections on EC2 machines while applying automated command restrictions and central logging configurations. language: English/Spanish resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Infrastructure Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty: title: Automatically block suspicious traffic with AWS Network Firewall and Amazon GuardDuty description: '' year: '2021' stars: 0 ai_summary: An active threat-mitigation architectural pattern integrating AWS Network Firewall and Amazon GuardDuty. By leveraging AWS Lambda to parse GuardDuty threat alerts, the architecture dynamically injects stateful IP blocking rules into the Network Firewall, creating an automated self-healing network security perimeter. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Network Security - Threat Mitigation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies: title: New IAMCTL tool compares multiple IAM roles and policies description: '' year: '2023' stars: 0 ai_summary: Introduces iamctl, a command-line tool designed to query, compare, and diff multi-account AWS IAM role schemas and security profiles. This utility prevents configuration drift and minimizes human error in pipeline-driven IAM updates. language: English/Spanish resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments: title: "aws.amazon.com: Automating safe, hands-off deployments \U0001F31F\U0001F31F" description: '' year: '2020' stars: 2 ai_summary: A highly technical AWS Builders Library analysis detailing Amazon's safe, automated deployment methodologies. Highlights pipeline design using fractional wave rollouts, automated synthetic testing, and automated rollbacks triggered by alarm thresholds. language: Spanish resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Engineering - AWS - Automated Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aws.amazon.com/es/codepipeline/product-integrations: title: AWS Partner Network - CodePipeline Integrations description: '' year: '2026' stars: 0 ai_summary: Technical integration matrix detailing partner-supported build, testing, and security scanning extensions available for AWS CodePipeline deployment pipelines. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - AWS CodePipeline tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/es/documentation/ecr: title: Amazon EC2 Container Registry Documentation description: '' year: '2024' stars: 0 ai_summary: Official engineering reference for Amazon ECR, a fully managed OCI-compliant container registry. It covers critical security integrations, image scanning capabilities, cross-region replication configurations, and direct integration with Amazon ECS/EKS to facilitate safe, high-speed container pull actions. language: N/A resource_type: Reference complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Container Registries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/es/eks/pricing: title: AWS Kubernetes pricing description: '' year: '2026' stars: 0 ai_summary: The official pricing directory for AWS Elastic Kubernetes Service (EKS). Outlines hourly control-plane overhead fees alongside integration costs for EC2 worker nodes, AWS Fargate, and localized Outposts. Live grounding establishes EKS pricing as the foundational metric for container hosting calculations. language: Spanish resource_type: Reference/Pricing complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Management - Managed Kubernetes - AWS EKS Costs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/es/local/spain: title: AWS en España description: '' year: '2023' stars: 0 ai_summary: The landing portal for AWS's infrastructure operations in Spain, outlining local low-latency clusters, geographical redundancy options, and sovereign data residency frameworks for European enterprise workloads. language: None resource_type: Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - AWS Regional Infrastructure - Spain tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-spain.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/es/premiumsupport/knowledge-center/troubleshoot-service-quotas-cli-commands: title: How can I troubleshoot errors using the AWS CLI to manage my service quota requests? description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f521091844b95e4b498fcddac441a8a8acc3301cd1a71087193764f3e2cfbbea health_score: 100.0 last_checked: 1779034173.668686 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:33.668686+02:00' https://aws.amazon.com/es/training/ramp-up-guides: title: AWS Ramp-Up Guides description: '' year: '2026' stars: 0 ai_summary: Curated, structured training roadmaps provided by AWS experts to build capability across role-based boundaries (Architect, Developer, DevOps). These paths organize disparate services into digestible, progressive educational units. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 08c9e28d5bdf2e68d3dd77b5c5264a2b489cd8c63862d95a915dac73bfce2229 health_score: 100.0 last_checked: 1779033750.768372 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:30.768372+02:00' https://aws.amazon.com/es/vmware: title: VMware Cloud on AWS description: '' year: '2017' stars: 0 ai_summary: Official architectural landing page for VMware Cloud on AWS. Outlines SDDC framework deployments on bare-metal infrastructure, enabling disaster recovery, capacity bursting, and seamless VM migrations. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Hybrid Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://aws.amazon.com/events: title: 'RESOURCE HUB: Eventos y webinars de AWS' description: '' year: '2025' stars: 0 ai_summary: The main catalog of upcoming and archived AWS training webinars, events, and bootcamps, detailing multi-region strategy patterns, cloud migration best practices, and serverless architectures. language: None resource_type: Resource Catalog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - AWS Education - Resources tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-spain.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' ? https://aws.amazon.com/events/reinvent/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=950284531 : title: AWS re:Invent Event Portal description: The primary learning and announcements portal for Amazon Web Services re:Invent conference. year: '2026' stars: 4 ai_summary: 'The primary information repository and registration hub for AWS''s flagship learning event. - **Architectural Value**: Serves as the ground truth for major cloud infrastructure, compute, and serverless product launches. - **Key Features**: Comprehensive catalog of technical bootcamps, architectural breakout sessions, and keynotes. - **Technical Significance**: Essential for enterprise cloud architects seeking to keep abreast of managed service innovations and optimization patterns.' language: en resource_type: event complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 0c494498880ce071e39678c8245dd4a17251c0eb519814b91a070326a8b68a03 health_score: null last_checked: 1780352544.370534 needs_ai_refresh: false hierarchy: - AWS Ecosystem - Cloud Conferences - re:Invent Events tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: The premier annual AWS learning conference where global cloud announcements, deep-dive sessions, and technical architecture workshops are launched. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:22:24.370534+02:00' https://aws.amazon.com/getting-started/hands-on: title: AWS 10-Minute Tutorials description: '' year: '2026' stars: 0 ai_summary: An onboarding portal featuring bite-sized, 10-minute technical exercises across core services (EC2, S3, RDS). These tutorials utilize guided steps to help engineers rapidly spin up cloud resources while demonstrating fundamental networking, security, and storage architecture patterns. language: English resource_type: Educational complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: e169e28e3c1fe0da727dd43e11980a3b29a9a5df232553b62ccf5f4efa0d6786 health_score: 100.0 last_checked: 1779130495.01498 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Services - Hands-on Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.014980+02:00' https://aws.amazon.com/getting-started/hands-on/cost-optimize-jenkins: title: "aws.amazon.com: How to cost optimize Jenkins jobs on Kubernetes with EC2' Spot Instances \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 health_score: 100.0 last_checked: 1779032232.257751 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:12.257751+02:00' https://aws.amazon.com/getting-started/projects/deploy-kubernetes-app-amazon-eks: title: 'aws.amazon.com: Deploy a kubernetes application' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4bf709362f4aef747e0ac49d07c4a607138d91ddbb4ad1c14787ac358c81f0c4 health_score: 100.0 last_checked: 1779034235.483696 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.483696+02:00' https://aws.amazon.com/getting-started/tutorials: title: AWS 10-Minute Tutorials description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 90389b12e5080aef584936b7e2fa36ffd67cd6638101365e0cd0efe64f163cc4 health_score: 100.0 last_checked: 1779030024.676571 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:24.676571+02:00' https://aws.amazon.com/getting-started/tutorials/create-mysql-db: title: 'AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 721b62b045492c126d7de94e7f61fd1db854bd23c7767798fbcb580df8c76531 health_score: 100.0 last_checked: 1779031146.82959 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:06.829590+02:00' https://aws.amazon.com/glue: title: AWS Data Pipeline description: '' year: '2025' stars: 5 ai_summary: Official page of AWS Glue, a fully managed serverless data integration service. Identifies structural discovery using AWS Glue Data Catalog, PySpark ETL execution, and schema registry controls. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - ETL tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://aws.amazon.com/grafana: title: Amazon Managed Service for Grafana description: '' year: '2024' stars: 0 ai_summary: Managed visualization console offering direct enterprise integrations with SSO and IAM setups. Allows telemetry aggregation from diverse cloud datasources (S3, Prometheus, CloudWatch, Opensearch) under unified dynamic views. language: N/A resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Managed Services - Grafana tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/iot: title: aws.amazon.com/en/iot description: '' year: '2015' stars: 0 ai_summary: Technical documentation for AWS IoT Core, a high-throughput managed broker designed to securely route and map billions of device telemetry streams into cloud databases and analysis applications. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - AWS - IoT Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' ? https://aws.amazon.com/isv/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=2b5d5ac0-d7ce-421b-87ac-beedc1d30a35&linkId=953889966 : title: AWS Software and Technology Business Scaling Solutions description: The primary landing page for Independent Software Vendors (ISVs) looking to scale, optimize, and market multi-tenant SaaS products utilizing the AWS partner network. year: '2025' stars: 4 ai_summary: '### Curator Insight This AWS portal serves as the primary gateway for Independent Software Vendors (ISVs) looking to architect, deploy, and scale SaaS products on AWS. It provides blueprints for integrating multi-tenant databases, achieving the ''Rule of 40'' through cloud growth, and aligning with the AWS Global Passport program for global expansion. Software architects and product leaders can leverage this hub for proven business and technical growth frameworks.' language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 5a4a19c413e621ee4426eb9e8e9b68f9267b94964c81001d3c4aba87077d3615 health_score: null last_checked: 1780401702.548994 needs_ai_refresh: false hierarchy: - Amazon Web Services - SaaS Architecture - ISV Scaling tags: - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture impact_score: 80 reputation_status: Vetted reputation_summary: Official AWS portal. Holds direct corporate backing and is verified as the central authoritative resource for scaling SaaS and software businesses on AWS infrastructure. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T14:01:42.548994+02:00' https://aws.amazon.com/lightsail: title: AWS LightSail description: '' year: '2026' stars: 0 ai_summary: Curator Insight presents AWS Lightsail as a simplified, cost-predictable virtual private server (VPS) alternative to raw EC2. Live Grounding confirms Lightsail is widely used in 2026 for small-scale projects, staging environments, and rapid WP deployments, offering pre-configured blueprints and straightforward billing. language: N/A resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Virtual Private Servers - AWS Lightsail tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/marketplace: title: AWS Marketplace description: '' year: '2026' stars: 0 ai_summary: The centralized enterprise portal cataloging certified third-party software, AMI definitions, and SaaS integrations compatible with AWS workloads. It serves as an procurement platform, simplifying image provisioning and licensing configurations. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5fef63d962aacea02598faf7bb9d03728428a72878ce93fff36b25a821c8c795 health_score: 100.0 last_checked: 1779033479.137128 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:59.137128+02:00' https://aws.amazon.com/marketplace/search/results?searchTerms=tower: title: 'AWS Marketplace (AMIs): AWX/Tower' description: '' year: '2024' stars: 0 ai_summary: A curated catalog of Amazon Machine Images (AMIs) featuring pre-configured deployments of Ansible Tower and AWX. This enables fast, turn-key deployment of configuration management control centers within VPC structures on AWS. language: N/A resource_type: Cloud Catalog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Marketplace tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://aws.amazon.com/migration-and-modernization/partners/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=4dd53e6b-f293-407d-aa10-583d5e116d36&sc_content=Video&trk=4dd53e6b-f293-407d-aa10-583d5e116d36&linkId=951237536 : title: AWS Migration and Modernization partners description: Official portal showcasing AWS Partner specialized solutions for migrating and modernizing VMware, SAP, and legacy enterprise workloads. year: '2026' stars: 4 ai_summary: 'An official AWS directory cataloging specialized partner integrations and automation solutions designed for deep enterprise migrations. * Supports complex migrations for legacy architectures, VMware setups, and SAP systems, incorporating automated, AI-driven refactoring mechanisms. * Integrates proven tooling from system integrators (including Capgemini, Accenture, and Infosys) to achieve up to 90% faster workload mobilization.' language: en resource_type: website complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 0ce564c28a7581531b64a90c23cccb1ddf0ff5cef8093c661f0b98fcd53725ac health_score: null last_checked: 1780352686.74471 needs_ai_refresh: false hierarchy: - Public Cloud Solutions - Amazon Web Services - Cloud Migration - Infrastructure Modernization tags: - GUIDE - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: The portal represents the official, highly scrutinized ecosystem database of certified cloud migration solutions on AWS, with zero negative community consensus. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: cloud-migration discovered_at: '2026-06-02T00:24:46.744710+02:00' ? https://aws.amazon.com/migration-and-modernization/podcast/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=d441cd74-3302-403f-826c-e93c7355e15a&trk=d441cd74-3302-403f-826c-e93c7355e15a&linkId=943129312 : title: AWS Migration and Modernization Podcast description: Strategic and architectural discussions mapping out enterprise cloud modernization and transformation routes. year: '2026' stars: 4 ai_summary: An official podcast series from Amazon Web Services dedicated to cloud-native application transformation, migration patterns, and organizational leadership. Featuring insights from AWS Executives-in-Residence, cloud architects, and financial analysts, it unpacks practical frameworks like the '7 Rs' of migration, security modernization (in collaboration with the Office of the CISO), and decoupled migration vs. modernization approaches. The discussions serve as an invaluable handbook for enterprise cloud leaders driving massive, risk-conscious cloud adoption. language: en resource_type: Podcast complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: cad13ebc9ccc2a2f4959b77c95f73fb5ceaf96add87d113aaf1a032b059dbfe3 health_score: null last_checked: 1780352148.493975 needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Cloud Migration - Modernization Strategy tags: - ENTERPRISE-STABLE - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Vetted official channel from AWS featuring verified executive strategies. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: podcasts discovered_at: '2026-06-02T00:15:48.493975+02:00' https://aws.amazon.com/new: title: 'aws.amazon.com/new: What''s New with AWS?' description: '' year: '2026' stars: 0 ai_summary: Duplicate stream of AWS release announcements tracking core architecture, security, and developer ecosystem changes across globally distributed infrastructure zones. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de health_score: 100.0 last_checked: 1779029590.143815 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:10.143815+02:00' https://aws.amazon.com/opsworks: title: AWS OpsWorks description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 658abd4c003c0f5d6404a802de04904212bbe908c4a3bb8b6e223f85dd58aae1 health_score: 100.0 last_checked: 1779032163.088083 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:03.088083+02:00' https://aws.amazon.com/partners: title: AWS Partner Network description: "- [APN Technology Partners](https://aws.amazon.com/partners/paths)\n \ - [APN Consulting Partners](https://aws.amazon.com/partners/consulting)" year: '2026' stars: 0 ai_summary: Curator Insight highlights the portal for finding verified APN Technology and Consulting partners. Live Grounding shows AWS Partner Network remains the core commercial engine for AWS, facilitating ISV integrations, validated architectures, and professional service engagements globally. language: N/A resource_type: Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Ecosystem - AWS Partners tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/partners/consulting: title: APN Consulting Partners description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324 health_score: 100.0 last_checked: 1779032661.921593 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:21.921593+02:00' https://aws.amazon.com/partners/paths: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d3c6564eb8b9a475e546628c89f8a8f44fa7ab6e1a83a5331af80af915e72ad3 health_score: 84.0 last_checked: 1779130494.974513 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.974513+02:00' https://aws.amazon.com/partners/technology: title: APN Technology Partners description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324 health_score: 100.0 last_checked: 1779029070.38511 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.385110+02:00' https://aws.amazon.com/podcasts/aws-podcast: title: AWS Podcasts description: '' year: '2026' stars: 0 ai_summary: The official audio podcast network providing runtime updates, expert discussions, and inside perspectives on architectural patterns directly from AWS developers and clients. language: N/A resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4af0ab4a3a787a8212685a1a7e6868084bd444d5034c4184b901b12a8d5abdb6 health_score: 100.0 last_checked: 1779033713.588984 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:53.588984+02:00' https://aws.amazon.com/podcasts/aws-techchat: title: AWS Techchat description: '' year: '2026' stars: 0 ai_summary: Region-specific developer chat podcast providing quick insights, technological reviews, and platform trend discussions for engineers working across the APJ region. language: N/A resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d7c7427cb59696e9ccc4ba09a1cce4f064cabbe61ce88f8cc4703056815dd56a health_score: 100.0 last_checked: 1779032087.74657 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.746570+02:00' https://aws.amazon.com/premiumsupport: title: AWS Support description: '' year: '2008' stars: 0 ai_summary: Detailed directory of AWS premium tier services, offering technical case routing, cloud guidance, and access to Trusted Advisor tools to maintain cluster health and SLA commitments. language: None resource_type: Support Service complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 84b7c772cba7dccafa8c32e4f9332d582b4c56813d8fe47b0a59ed724cd379fd health_score: 100.0 last_checked: 1779130494.950319 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS - Operations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950319+02:00' https://aws.amazon.com/premiumsupport/knowledge-center: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 030b85eeffc0201b8a7b7a193b2a4beddb0d7ec98cfb7bf7c29b6a14a26af5b4 health_score: 84.0 last_checked: 1779130494.942548 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.942548+02:00' https://aws.amazon.com/premiumsupport/knowledge-center/create-and-activate-aws-account: title: How do I create and activate a new Amazon Web Services account? description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6fba5cdd4be385dcb39fae7f9da4ee824c92b8282737fa09b6cb0c2e7dc25639 health_score: 100.0 last_checked: 1779030928.431393 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:28.431393+02:00' https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwatch: title: How do I stop and start EC2 instances at regular intervals using AWS Lambda? (Video) description: '' year: N/A stars: 0 ai_summary: This step-by-step video guide demonstrates how to orchestrate automated EC2 state transitions utilizing AWS Lambda and Amazon EventBridge rules. The architectural walkthrough presents a cost-optimization blueprint for non-production environments by cutting off idle compute resources. It remains an essential automation reference for cloud engineers. language: English resource_type: Video complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 54e7628550d67b00cc4404644cc6e477ac858ef15ae3426a530a435ff3ea6610 health_score: 100.0 last_checked: 1779031866.081018 needs_ai_refresh: false hierarchy: - Serverless - AWS Lambda - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:06.081018+02:00' https://aws.amazon.com/premiumsupport/knowledge-center/transfer-domain-to-aws: title: How do I transfer a domain to AWS from another registrar? description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582 health_score: 100.0 last_checked: 1779031981.682942 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:01.682942+02:00' https://aws.amazon.com/products: title: 'aws.amazon.com: Network operations with AWS Network Manager' description: '' year: '2019' stars: 0 ai_summary: Focuses on AWS Network Manager as a single pane of glass for monitoring global hybrid networks. Live cloud architectures utilize Network Manager to synthesize telemetry from AWS Transit Gateway, SD-WAN devices, and on-premises branch offices into actionable alerts. language: English resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Network Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://aws.amazon.com/products/networking/network-operations: title: 'aws.amazon.com: Network operations with AWS Network Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com: Network operations with AWS Network Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1b33db45ca8bcf45e0b88a8d4d34385863153a072d81b3ee854ccc395a651c42 health_score: 100.0 last_checked: 1779033397.909956 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:37.909956+02:00' https://aws.amazon.com/professional-services/CAF: title: ==AWS Cloud Adoption Framework (AWS CAF)== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 255ed32b78d5150de10ccb3deb82b9de9c59ecf8642efaffa9ce78047c7f1862 health_score: 100.0 last_checked: 1779034041.530205 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.530205+02:00' https://aws.amazon.com/prometheus: title: Amazon Managed Service for Prometheus description: '' year: '2026' stars: 0 ai_summary: AWS fully-managed metric service designed around open-source Cortex core architecture. Automatically scales telemetry storage, ingestion, and query resources in secure enterprise environments. language: None resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - AWS - Managed Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account: title: Architecture patterns for consuming private APIs cross-account description: '' year: '2023' stars: 0 ai_summary: Highlights architectural approaches for routing and consuming private APIs across different AWS accounts. Emphasizes security through AWS PrivateLink, Route 53, and Network Load Balancers. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - API Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/q/developer: title: Amazon CodeWhisperer description: '' year: '2026' stars: 0 ai_summary: Amazon Q Developer (formerly CodeWhisperer) is AWS's flagship generative AI-assisted programming agent. It generates real-time, context-aware code suggestions while performing security scanning and structural code upgrades. Live grounding demonstrates its evolution into a highly secure, enterprise-compliant workspace tool with advanced reference tracking mechanisms. language: Python resource_type: tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Developer Agents - Amazon Q tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://aws.amazon.com/quick/?trk=11d49785-b668-4178-b82a-cc8f673b8c09&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=944519510 : title: Amazon Quick - AI Assistant for Work description: Amazon's official multi-tool AI assistant platform for work-based research, BI dashboards, and enterprise automations. year: '2026' stars: 4 ai_summary: 'Curator Insight: Amazon Quick represents AWS’s strategic play to democratize enterprise agentic workflows and AI-driven business intelligence. Live Grounding confirms that this tool integrates organizational data with multi-model intelligence to deliver automated research, dashboards, and app integrations. Key features include root and IAM identity provider support, cross-tool workspaces (Slack, Confluence), and customizable pricing tiers tailored to strict enterprise governance structures.' language: en resource_type: document complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 7252d27094860a9583afc9ce759346312fec4d9e77a3a2985726ad3553650e00 health_score: null last_checked: 1780352424.113285 needs_ai_refresh: false hierarchy: - Cloud Architecture - Artificial Intelligence - AI Assistants tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vetted and officially supported by AWS. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113285+02:00' ? https://aws.amazon.com/quick/marketing/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=60afbf58-3393-42b1-b54f-039c6a0255b4&linkId=944507053 : title: Amazon Quick for Marketing description: An AI-powered assistant designed for marketing teams to unify scattered data, automate campaign generation, personalize customer outreach, and analyze performance metrics in real-time. year: '2026' stars: 4 ai_summary: 'Curator Insight: Unifying scattered customer data requires sophisticated integration patterns that do not compromise corporate data boundaries. Live Grounding: This April 2026 AWS announcement outlines how Amazon Quick''s agentic assistant leverages Model Context Protocol (MCP) to safely access internal databases. Operational Value: - Builds custom personal knowledge graphs based on CRMs and marketing data. - Automates personalized outreach campaigns while reducing execution boilerplate. - Integrates with private VPC resources to secure sensitive business intelligence dashboards.' language: en resource_type: article complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 9853d9c1beb320ca1ac7568bde292286dcc34f246e98d9ed80f9eb524aa43b75 health_score: null last_checked: 1780352168.173349 needs_ai_refresh: false hierarchy: - Cloud Providers - Amazon Web Services - Business Intelligence - AI Agents - Amazon Quick tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Part of the newly released AWS Amazon Quick Suite, receiving robust enterprise adoption for secure, context-aware business assistant automation. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: aws-newfeatures discovered_at: '2026-06-02T00:16:08.173349+02:00' ? https://aws.amazon.com/quick/sales/?trk=7e833520-af64-47a5-bf6f-e3b5219f1693&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=947483556 : title: Amazon Quick for Sales description: AWS's desktop AI assistant built to streamline customer relationship management and pipeline reporting through automation pipelines. year: '2026' stars: 4 ai_summary: An introduction to the business capabilities of Amazon Quick, a native AWS desktop AI assistant designed to consolidate research, automated flows, and enterprise CRM insights. The workspace showcases Quick Flows, allowing users to automate task reasoning, write personalized proposals, and review statements of work. Additionally, newly detailed Microsoft 365 extensions enable direct AI automation within local Excel and Word primitives. This asset is essential for cloud architects seeking to deploy, govern, and integrate native agentic AI workloads into legacy productivity environments. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 80eac036d1a2f9c8d8368a69bec8d1a121e6920a9fc323510025cfed6090bd1d health_score: null last_checked: 1780400585.972067 needs_ai_refresh: false hierarchy: - AWS Cloud - Generative AI - Agentic Workflows - SaaS Integrations tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures impact_score: 84 reputation_status: Vetted reputation_summary: An official AWS enterprise product offering that bridges AI reasoning with enterprise business data. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T13:43:05.972067+02:00' https://aws.amazon.com/quickstart/architecture/openshift: title: 'aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 health_score: 100.0 last_checked: 1779032802.065072 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:42.065072+02:00' https://aws.amazon.com/quickstart/architecture/superwerker: title: superwerker description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering superwerker in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 health_score: 100.0 last_checked: 1779031377.925384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:57.925384+02:00' https://aws.amazon.com/releasenotes: title: aws.amazon.com/releasenotes description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de health_score: 100.0 last_checked: 1779034454.329492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.329492+02:00' https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorers-new-ui-and-common-use-cases: title: AWS Cost Explorer’s New Look and Common Use Cases description: '' year: '2022' stars: 0 ai_summary: AWS Cost Explorer received a modernized interface and optimized query layouts to aid FinOps analysis. The upgrade simplifies tracking execution costs, identifying anomalies, and reviewing historical cloud expenditure across complex organizational units. language: None resource_type: Cloud Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - FinOps - Cost Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://aws.amazon.com/s3/faqs: title: S3 FAQ description: '' year: '2026' stars: 0 ai_summary: The authoritative FAQ database for Amazon Simple Storage Service (S3). Details critical technical specs, replication topologies, consistency models, and performance ceilings. Essential architectural standard for designing large cloud-native storage systems. language: English resource_type: Official FAQ complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - FAQ Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/sdk-for-java: title: AWS SDK for Java description: '' year: '2026' stars: 0 ai_summary: The main portal for the AWS SDK for Java, featuring setup guides, performance tuning notes, and integration standards. It is the foundational SDK for Java-based enterprise applications leveraging S3, DynamoDB, or AWS Lambda. Crucial for software engineers designing highly resilient cloud applications using modern async client wrappers. language: Java resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Developer SDKs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/secrets-manager: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f7397daaae60fae857166df56ce4356575e9fb14f381c616565cd31ae5b7a7cd health_score: 100.0 last_checked: 1779033567.010257 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:27.010257+02:00' https://aws.amazon.com/security: title: AWS Security description: '' year: '2026' stars: 0 ai_summary: Official AWS portal showcasing native infrastructure security solutions. Focuses on physical data center compliance, hypervisor-level boundaries, AWS Shield protection, and global compliance standards (ISO, SOC, and PCI DSS). language: English resource_type: Product Catalog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.amazon.com/solutions: title: 'aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS)' description: '' year: '2018' stars: 0 ai_summary: Legacy AWS CloudFormation deployment template for automating OpenShift 3.11 cluster topologies. Serves as an architectural reference for VPC subnet divisions and multi-AZ load-balancer routing in early cloud-native systems. language: CloudFormation resource_type: IaC/Template complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS - Infrastructure-as-Code tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' ? https://aws.amazon.com/solutions/case-studies/aeromexico-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&trk=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&linkId=950665799 : title: Aeroméxico Modernization Case Study on AWS description: Detailed enterprise architecture migration and application modernization success study on AWS. year: '2026' stars: 4 ai_summary: 'An architectural case study analyzing Aeroméxico''s enterprise migration and modernization journey on AWS. - **Architectural Value**: Demonstrates modernization of 350+ applications from three legacy data centers to a single-cloud layout. - **Key Features**: Leverages AWS Lambda serverless pipelines, Amazon RDS state preservation, and Amazon S3. - **Technical Significance**: Highlights an 80% application refactoring rate, showcasing how structural observability can accelerate legacy system retirement.' language: en resource_type: case-study complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 2d0d5859523f556bf26b558a0f4a39ab3de09fb043a111a8f9a8079bb532ab7b health_score: null last_checked: 1780352544.370639 needs_ai_refresh: false hierarchy: - Cloud Migration - Enterprise Architecture - Case Studies - Aeroméxico Modernization tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-devops reputation_status: Vetted reputation_summary: Vetted official AWS Case Study detailing legacy system refactoring and large-scale cloud modernization. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: aws-architecture discovered_at: '2026-06-02T00:22:24.370639+02:00' ? https://aws.amazon.com/solutions/case-studies/mercedes-benz-transform-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e20794db-f1a8-4cef-9cce-67e29faee359&sc_content=Video&trk=e20794db-f1a8-4cef-9cce-67e29faee359&linkId=945588626 : title: 'Mercedes-Benz Group: Global SAP Consolidation and AI Modernization on AWS' description: Mercedes-Benz is building a future-proof IT infrastructure that streamlines processes, reduces complexity, and integrates cutting-edge AI capabilities across its global operations, including migrating to RISE with SAP on AWS. year: '2024' stars: 4 ai_summary: A detailed enterprise case study highlighting Mercedes-Benz's major cloud transformation journey on AWS. Covers the migration of their global connected vehicle platform from containerized microservices to AWS Serverless (Lambda, SageMaker), alongside migrating core SAP landscapes to RISE with SAP. Showcases how they streamlined aftersales with Amazon EKS and executed high-precision automated mainframe migrations using AI-driven COBOL-to-Java translation tools. language: English resource_type: document complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: c46b2af86e48efa0ed4315467170c4c107196d137fca4b018d8b6fd8bae537a2 health_score: null last_checked: 1780352282.814583 needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Enterprise Migration - Serverless Architecture tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Widely cited and recognized in the enterprise cloud sector as a premier example of large-scale legacy migration (mainframe to Java) and serverless vehicle connectivity. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:18:02.814583+02:00' https://aws.amazon.com/solutions/case-studies/thomas-publishing: title: Thomas Publishing Case Study description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16 health_score: 100.0 last_checked: 1779032117.280077 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-architecture.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://aws.amazon.com/solutions/case-studies/thomas-publishing proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.998749' discovered_at: '2026-05-17T17:35:17.280077+02:00' https://aws.amazon.com/solutions/case-studies/trainline: title: 'aws.amazon.com: Trainline Case Study' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com: Trainline Case Study in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16 health_score: 100.0 last_checked: 1779034041.542882 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.542882+02:00' https://aws.amazon.com/solutions/implementations/aws-perspective: title: "AWS Perspective \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6efbca70fd0fd5ec9ce0112f11ae2e73236d57a18546a23bd8e7343105de3b30 health_score: 100.0 last_checked: 1779032245.438831 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:25.438831+02:00' https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws: title: "Distributed Load Testing on AWS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3893151e67c9637518485c2942f7d7faa5970a6d2aa67efd3341a5526b3786be health_score: 100.0 last_checked: 1779033906.826609 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.022962' discovered_at: '2026-05-17T18:05:06.826609+02:00' https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: be33a2b6a7588b757179e312a5d6db2189ddc613e17e61c1fff0c020675a9e8e health_score: 64.0 last_checked: 1779130495.022726 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.022728' discovered_at: '2026-05-18T20:54:55.022726+02:00' https://aws.amazon.com/solutions/multi-region-infrastructure-deployment: title: '**Multi-Region Infrastructure Deployment**' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 health_score: 100.0 last_checked: 1779033640.177133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:40.177133+02:00' ? https://aws.amazon.com/sports/f1/?sc_channel=sm&sc_campaign=Sports-Marketing&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=941924374 : title: F1 Insights Powered by AWS description: Real-time edge telemetry and predictive race analytics framework running on AWS. year: '2026' stars: 4 ai_summary: An in-depth corporate case study showcasing Formula 1's migration and real-time processing of massive racing telemetry (1.1 million data points per second) on AWS. Utilizing high-performance computing (HPC) for Computational Fluid Dynamics (CFD) and Amazon SageMaker for predictive machine learning models, the system delivers real-time race insights, tire wear metrics, and overtaking strategies to global broadcasts. It serves as a prime demonstration of massive-scale real-time IoT ingestion and data analytics architecture. language: en resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 456539b4d1550dc61741c3f8bae29522936af08464a85c1e143ec11740b3db57 health_score: null last_checked: 1780352148.493986 needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Machine Learning - IoT Telemetry - High-Performance Computing tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: High-profile case study of machine learning and HPC applications in telemetry-intensive environments. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: case-studies discovered_at: '2026-06-02T00:15:48.493986+02:00' https://aws.amazon.com/sqs/faqs: title: Amazon SQS FAQs description: '' year: '2025' stars: 4 ai_summary: The official FAQ suite detailing Amazon SQS's scaling behavior, FIFO queue logic, dead-letter configurations, encryption capabilities, and pricing metrics. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - Messaging Services - AWS Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://aws.amazon.com/startups: title: AWS Activate description: '' year: '2026' stars: 0 ai_summary: AWS Activate platform framework delivering technical resources, infrastructure credits, and active mentorship pathways to startup founders. Promotes rapid prototyping by offloading cloud infrastructure costs and supplying pre-configured template architectures. language: English resource_type: Program complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2d85222f31d18d20895d661f3222033e4383b5c6147806856a3a890b92df04a8 health_score: 100.0 last_checked: 1779130494.963326 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Ecosystem - Startup Enablement tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.963326+02:00' https://aws.amazon.com/step-functions: title: AWS Step Functions description: '' year: '2024' stars: 0 ai_summary: A managed serverless orchestration service that simplifies state machine design for multi-step microservices. It coordinates complex distributed workflows, manages execution state, handles built-in retries, and integrates natively with over 200 AWS services to prevent deep nesting of Lambda functions. language: N/A resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - Orchestration - AWS Step Functions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.amazon.com/streaming-data: title: What is Streaming Data? description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ab60a5e9ace0dfed427548c879dc1e467c7af5605e857e0e9de86a3782bb6bc4 health_score: 100.0 last_checked: 1779030658.27795 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:58.277950+02:00' ? https://aws.amazon.com/transform/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e8bfe3c0-b9b8-494a-837a-8581eb91e029&sc_content=AWS%20Transform%20Carousel&trk=e8bfe3c0-b9b8-494a-837a-8581eb91e029&linkId=943065458 : title: AWS Transform description: AWS service using agentic AI to automate and accelerate application, code, and infrastructure migrations and transformations. year: '2026' stars: 4 ai_summary: 'AWS Transform leverages agentic AI to simplify and accelerate the modernization and migration of enterprise applications and legacy workloads (such as Windows, VMware, and COBOL mainframes). By integrating generative AI, the service offers custom transformation agents designed to tackle code translations, library version upgrades, and API migrations. Key architectural aspects: * Uses a collaborative agent model that charges based on server-side ''agent active minutes''. * Developer workflows remain unbilled during local idle time, optimization compilation, and test execution phases.' language: en resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: d785f911250df98b1b9fd1fec5971a0dfa51e9e7e746f68f73a1a86b7bfe81d0 health_score: null last_checked: 1780351994.342762 needs_ai_refresh: false hierarchy: - Public Cloud - AWS - Application Migration tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-architecture reputation_status: Vetted reputation_summary: Official AWS modernization tool integrating agentic AI to tackle enterprise migration and code transformations. social_preview_url: '' source_provenance: X.com (awscloud) suggested_new_category: '' discovered_at: '2026-06-02T00:13:14.342762+02:00' https://aws.amazon.com/waf: title: AWS WAF - Web Application Firewall description: '' year: '2015' stars: 0 ai_summary: The cloud-native web application firewall designed to protect web applications and APIs from common web exploits and bots. Integrates directly with CloudFront, Application Load Balancers, and API Gateways, offering robust managed rule sets alongside customizable rate-limiting and custom match conditions. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Network Security - Web Application Protection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://aws.amazon.com/well-architected-tool: title: 'aws.amazon.com/well-architected-tool: AWS Well-Architected Tool' description: '' year: '2023' stars: 0 ai_summary: Overview of AWS's native tool designed to assess cloud workloads. Integrates with the Well-Architected Framework to systematically audit infrastructure and highlight configuration risks. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - AWS Well-Architected tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://aws.amazon.com/what-is/data-lake: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4dfe304b6fbf77761b6ba40d38e5a8184586e91f2ecff10961de8b5b59f7ef80 health_score: 100.0 last_checked: 1779130494.962464 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-data.md v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.962464+02:00' https://aws.amazon.com/what-is/streaming-data: title: What is Streaming Data? description: '' year: '2026' stars: 0 ai_summary: An AWS conceptual guide delineating the architecture of real-time streaming data pipelines. Compares high-throughput, sequential processing mechanisms against traditional batch structures, referencing Amazon Kinesis and Apache Kafka as key streaming backplanes. language: English resource_type: Concept complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7eb41fae1c99e472c64ff9694831661ef1c33fee31faa216ab6b828100715f20 health_score: 100.0 last_checked: 1779130494.999164 needs_ai_refresh: true hierarchy: - Data Engineering - Streaming Data - Architectural Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.999164+02:00' https://aws.github.io: title: OpenSource at AWS description: '' year: '2026' stars: 0 ai_summary: The main portal showcasing AWS's strategic contributions, governance standards, and active open-source projects. It acts as an architectural guide for platform engineers to align with verified cloud-native upstream projects. Grounding in 2026 verifies its status as a critical reference for production-grade SDK patterns and cloud integrations. language: N/A resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Open Source Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.github.io/aws-eks-best-practices: title: "Amazon EKS Best Practices Guide for Security \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The definitive enterprise guide for hardening EKS clusters against cloud-native threats. It covers network segregation, IAM roles for service accounts (IRSA), secrets encryption, and runtime defense. This is a foundational checklist for any platform engineering team running on AWS. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cloud Security - EKS Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://aws.github.io/aws-eks-best-practices/networking/index: title: Amazon EKS Best Practices Guide for Networking description: '' year: '2026' stars: 0 ai_summary: The dedicated guide for networking best practices on Amazon EKS. Focuses heavily on network design, security boundaries, container security, network policies (Calico), and optimizing cluster communication pathways. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://aws.plainenglish.io: title: aws.plainenglish.io description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering aws.plainenglish.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029116.170427 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:16.170427+02:00' https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balancers-and-kubernetes-ad8d4d1c0f61: title: 'aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers'' and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers'' and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030020.584078 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:20.584078+02:00' https://aws.plainenglish.io/aws-codepipeline-for-amazon-ecs-part-2-a-blue-green-deployment-type-c162fd73be91: title: 'aws.plainenglish.io: AWS CodePipeline for Amazon ECS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: AWS CodePipeline for Amazon ECS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.221496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-devops.md v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.221496+02:00' https://aws.plainenglish.io/building-aws-infrastructure-with-terraform-modules-2cee480be24d: title: 'aws.plainenglish.io: Building AWS Infrastructure with Terraform Modules' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Building AWS Infrastructure with Terraform Modules in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031086.622727 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:06.622727+02:00' https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks-3b11dd078c99: title: 'aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031787.817992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:47.817992+02:00' https://aws.plainenglish.io/creating-a-custom-ec2-module-using-terraform-59c9896c2df2: title: 'aws.plainenglish.io: Creating a custom EC2 module using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Creating a custom EC2 module using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034476.817099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:36.817099+02:00' https://aws.plainenglish.io/deploying-application-on-amazon-eks-211eb46c069c: title: 'aws.plainenglish.io: Deploying Application on Amazon EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Deploying Application on Amazon EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030688.393651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:28.393651+02:00' https://aws.plainenglish.io/deploying-aws-resources-and-a-jenkins-server-with-terraform-297bad905459: title: 'aws.plainenglish.io: Deploying AWS Resources and a Jenkins Server with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Deploying AWS Resources and a Jenkins Server with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031987.591878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:07.591878+02:00' https://aws.plainenglish.io/how-to-push-an-image-to-aws-ecr-b2be848c2ef: title: 'aws.plainenglish.io: How to Push a Docker Image to the AWS ECR' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: How to Push a Docker Image to the AWS ECR in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029291.531129 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:11.531129+02:00' https://aws.plainenglish.io/kubectl-get-kubernetes-o-architecture-6d4bd97dcaaf: title: 'aws.plainenglish.io: $ kubectl get kubernetes -o architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: $ kubectl get kubernetes -o architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030356.18766 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:56.187660+02:00' https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59: title: 'aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030572.388114 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:32.388114+02:00' https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-services-9ab88c95afd4: title: 'aws.plainenglish.io: Let''s design a serverless ETL pipeline with AWS services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Let''s design a serverless ETL pipeline with AWS services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033622.695758 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:22.695758+02:00' https://aws.plainenglish.io/mastering-monitoring-the-complete-guide-to-using-prometheus-and-grafana-with-kubernetes-e53d8306123d: title: '==aws.plainenglish.io: Mastering Monitoring: The Complete Guide to Using'' Prometheus and Grafana with Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==aws.plainenglish.io: Mastering Monitoring: The Complete Guide to Using'' Prometheus and Grafana with Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031099.131803 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.131803+02:00' https://aws.plainenglish.io/pods-in-kubernetes-the-smallest-deployable-units-of-computing-dab3bf1a2762: title: "aws.plainenglish.io: Pods in Kubernetes — The Smallest Deployable Units' of Computing \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering aws.plainenglish.io: Pods in Kubernetes — The Smallest Deployable Units' of Computing \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029931.813436 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:51.813436+02:00' https://aws.plainenglish.io/terraform-hands-on-project-d2105bbc0c62: title: 'aws.plainenglish.io: Terraform Hands-on Project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Terraform Hands-on Project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033772.796976 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:52.796976+02:00' https://aws.plainenglish.io/terraform-how-to-deploy-jenkins-ci-cd-pipelines-using-terraform-9ffc086dcd56: title: 'aws.plainenglish.io: Terraform: How To Deploy Jenkins CI/CD Pipelines Using'' Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Terraform: How To Deploy Jenkins CI/CD Pipelines Using'' Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.243763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.243763+02:00' https://aws.plainenglish.io/the-automation-fellowship-packer-terraform-and-ansible-part-iii-73571ef103e1: title: 'aws.plainenglish.io: The Automation Fellowship: Packer, Terraform, and Ansible'' — PART III' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: The Automation Fellowship: Packer, Terraform, and Ansible'' — PART III in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033617.333899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:17.333899+02:00' https://aws.plainenglish.io/trigger-function-message-12f117b7f067: title: 'aws.plainenglish.io: Trigger, Function, Message | Brandi McCall' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io: Trigger, Function, Message | Brandi McCall in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034265.076219 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.076219+02:00' https://awscerts.slack.com: title: awscerts.slack.com description: '' year: '2023' stars: 0 ai_summary: A dedicated global Slack community focusing on AWS Certifications. Serves as a peer-to-peer discussion hub where developers and architects share study tips, ask technical questions, and exchange real-world infrastructure experience. language: English resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Community Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://awscli.amazonaws.com/v2/documentation/api/latest/reference/service-quotas/get-service-quota.html: title: 'AWS API: get-service-quota' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7543f447dda008bc7f388eed1f917f1475932f2b63d0c1a2aa1d0b4f74d4dabe health_score: 100.0 last_checked: 1779032252.029994 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:32.029994+02:00' https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html: title: 'awsfundamentals.blogspot.com: AWS Virtual Private Cloud - VPC' description: '' year: '2019' stars: 0 ai_summary: A high-level introductory guide detailing the core components of Amazon VPCs, including Subnets, Route Tables, Internet Gateways, and Security Groups. Ideal for engineers transitioning from traditional infrastructure to virtualized cloud networks. language: English resource_type: blog complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - VPC - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://awsfundamentals.com/blog/aws-lambda-with-terraform: title: 'blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive Guide' description: '' year: '2023' stars: 0 ai_summary: An all-inclusive guide detailing AWS Lambda lifecycle management and API Gateway mappings with Terraform. Deals with local packaging zip configurations, dynamic environments, and fine-grained IAM execution policies. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively: title: 'AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively' description: '' year: '2024' stars: 0 ai_summary: Explores core configuration benefits of AWS Organizations for multi-account governance. Highlights service control policies (SCPs), unified billing, and secure programmatic account instantiation using IaC. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS - Governance - AWS Organizations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md - aws.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://awsfundamentals.com/blog/aws-s3-rm-removing-files: title: 'blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories Using the AWS CLI with S3 RM' description: '' year: '2023' stars: 0 ai_summary: A deep dive tutorial from AWS Fundamentals on how to empty S3 buckets containing millions of objects using the AWS CLI. It highlights the differences between simple deleting, multi-object API commands, and utilizing Lifecycle rules to clean buckets at zero cost. Essential for DevOps engineers avoiding massive API transactional bills. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Storage Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://awsfundamentals.com/blog/aws-s3-sync: title: 'blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide' description: '' year: '2023' stars: 0 ai_summary: An extensive guide on using AWS S3 Sync commands, showing how to achieve efficient filesystems syncs between local storage and S3 targets. It explains multi-threading optimization, inclusion/exclusion rules, and integrity checks. This reference is highly valuable for system administrators maintaining basic backup and sync pipelines. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Storage Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://awsfundamentals.com/blog/using-s3-with-terraform: title: 'blog.awsfundamentals.com: Using S3 with Terraform' description: '' year: '2023' stars: 0 ai_summary: A structural guide explaining how to declare and maintain AWS Simple Storage Service (S3) buckets using Terraform. Focuses on security defaults, bucket access control lists (ACLs), versioning configurations, and cross-region replication strategies. language: HCL resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - AWS S3 Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://awstip.com: title: AWStip.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering AWStip.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030538.477002 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:58.477002+02:00' https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36: title: 'awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) — The Only Resource'' Hub You Ever Need' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) — The Only Resource'' Hub You Ever Need in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032756.472629 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:56.472629+02:00' https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f: title: 'awstip.com: Deploying Azure Infrastructure with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Deploying Azure Infrastructure with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033572.558365 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.558365+02:00' https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b: title: '==awstip.com: Essential plugins for Kubectl CLI==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==awstip.com: Essential plugins for Kubectl CLI== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031566.845516 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:06.845516+02:00' https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b: title: 'awstip.com: How to list all resources in your AWS account' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: How to list all resources in your AWS account in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033594.59453 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:54.594530+02:00' https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architecture-bf5e835cd55a: title: '==awstip.com: Increase Security and Efficiency with a 3-Tier Cloud Architecture==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==awstip.com: Increase Security and Efficiency with a 3-Tier Cloud Architecture== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029113.064993 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:13.064993+02:00' https://awstip.com/kubernetes-chaos-monkey-a-scheduled-random-pod-deletion-python-script-for-testing-cluster-6eac429554b2: title: 'awstip.com: Kubernetes Chaos Monkey: A Scheduled Random Pod Deletion Python'' Script for Testing Cluster Resilience' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Kubernetes Chaos Monkey: A Scheduled Random Pod Deletion Python'' Script for Testing Cluster Resilience in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029877.910986 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:57.910986+02:00' https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be: title: 'awstip.com: Kubernetes — Creating deployments via command line and with'' YAML files' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Kubernetes — Creating deployments via command line and with'' YAML files in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029147.624411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:47.624411+02:00' https://awstip.com/kubernetes-hpa-8b7cf54f115: title: 'awstip.com: Kubernetes HPA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Kubernetes HPA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029364.877865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:24.877865+02:00' https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e376febb: title: 'awstip.com: Manage AWS services directly from Kubernetes - AWS Controllers'' for Kubernetes (ACK)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Manage AWS services directly from Kubernetes - AWS Controllers'' for Kubernetes (ACK) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.204643 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.204643+02:00' https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620: title: 'awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and'' Grafana through Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and'' Grafana through Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029735.030426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:35.030426+02:00' https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9: title: 'awstip.com: Per-pod PIDs limit on EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Per-pod PIDs limit on EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034101.564294 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.564294+02:00' https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-manually-modifying-the-state-5ed1d80ed53e: title: 'awstip.com: Refactor Terraform code with Moved Blocks — a new way without'' manually modifying the state' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Refactor Terraform code with Moved Blocks — a new way without'' manually modifying the state in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032296.576179 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:16.576179+02:00' https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204: title: 'awstip.com: Setting Up AWS VPC Endpoint Connection' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Setting Up AWS VPC Endpoint Connection in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031401.301704 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:21.301704+02:00' https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and-terraform-ebs-csi-driver-78e1d51532ee: title: 'awstip.com: Streamlining AWS EKS Cluster Volume Management with Helm and'' Terraform: EBS CSI Driver + Self-Managed AddOn Option' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Streamlining AWS EKS Cluster Volume Management with Helm and'' Terraform: EBS CSI Driver + Self-Managed AddOn Option in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034579.9631 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:19.963100+02:00' https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpenter-part-1-3-40c7bed26cfd: title: 'awstip.com: This Code Works! — Autoscaling An Amazon EKS Cluster with Karpenter'' — Part 1/3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: This Code Works! — Autoscaling An Amazon EKS Cluster with Karpenter'' — Part 1/3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.443874 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.443874+02:00' https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483: title: 'awstip.com: Uploading files to S3 through API Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Uploading files to S3 through API Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031088.98477 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-storage.md v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:08.984770+02:00' https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01: title: 'awstip.com: Working The Amazon EKS Immersion Workshop — Chapter 1 — Deploying'' A Microservices Application In A Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering awstip.com: Working The Amazon EKS Immersion Workshop — Chapter 1 — Deploying'' A Microservices Application In A Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032521.214936 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:01.214936+02:00' https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison: title: 'awstrainingwithjagan.com: Comprehensive Comparison of Top Infrastructure as Code (IaC) Tools' description: '' year: '2023' stars: 0 ai_summary: Provides a comprehensive matrix of top IaC frameworks. Evaluates learning curves, multi-cloud capabilities, configuration language types (YAML, JSON, DSL, or general-purpose languages), and drift remediation mechanisms. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Tool Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://axway.com/digitize: title: axway.com/digitize description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering axway.com/digitize in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032762.256404 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:02.256404+02:00' https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d: title: 'aymen-abdelwahed.medium.com: K8s Operators — CIS Kubernetes Benchmarks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering aymen-abdelwahed.medium.com: K8s Operators — CIS Kubernetes Benchmarks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.42302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.423020+02:00' https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative: title: 'aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative' description: '' year: '2020' stars: 0 ai_summary: Detailed technical analysis of running microservices as serverless functions on Kubernetes using Knative. Explains configuration pathways for Knative CRDs, route mapping, and automated scaling parameters. language: Yaml resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless & Knative - Serverless Frameworks - Knative Serving tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus: title: 'aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus' description: '' year: '2020' stars: 0 ai_summary: A detailed migration journal porting the classic Spring Boot PetClinic REST API to Quarkus. Provides valuable benchmarking metrics comparing memory footprints, startup latencies, and implementation adjustments required for compilation to GraalVM native images. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Modernization - Spring to Quarkus - Framework Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform: title: 'azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)' description: '' year: '2021' stars: 0 ai_summary: Guides developers through deploying serverless workflows using Azure Logic Apps managed by Terraform, integrated with Azure DevOps CI/CD pipelines. Emphasizes deployment pipelines, environment parameters, and infrastructure security. language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - Azure Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d2d8de202: title: 'azeynalli1990.medium.com: 15 Best Practices when working with Docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering azeynalli1990.medium.com: 15 Best Practices when working with Docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031882.667133 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:22.667133+02:00' https://azure-samples.github.io/aks-labs/docs/intro: title: AKS Labs - Introduction description: '' year: '2026' stars: 0 ai_summary: Hands-on, engineer-designed technical playground for AKS configurations. Deep dives into Advanced CNI options, Cilium-driven security schemas, network boundaries, and workload identity bindings. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - AKS Labs - Hands-on Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.github.io/AKS-Construction: title: "azure.github.io/AKS-Construction \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Interactive deployment engine for generating secure, enterprise-grade Infrastructure-as-Code templates for AKS. Supports Terraform, Bicep, and ARM formats tailored to strict corporate baseline requirements. language: TypeScript resource_type: Interactive Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Infrastructure as Code - Template Generator tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-apps.html: title: 'azure.github.io/AppService: General availability of Diagnostics tools for App Service on Linux Node.js apps' description: '' year: '2024' stars: 3 ai_summary: Announcement and documentation highlighting advanced diagnostic tools built specifically for Node.js workloads running on Linux-based Azure App Services. It explains the integration of CPU profiling, memory allocation tracking, and automated core dump collection. These tools enable real-time analysis of single-threaded event loop blockages and memory leaks directly from the Azure portal. language: Node.js resource_type: Product Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Application Platforms - Azure App Service - App Service Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://azure.github.io/Azure-Landing-Zones: title: Azure Landing Zone Technical Documentation description: '' year: '2026' stars: 0 ai_summary: Central knowledge base for Azure Landing Zones (ALZ) design principles and implementations. This portal provides guidance on identity management, network topology, subscription organization, and proactive governance policies. It acts as the key blueprint for deploying scalable multi-subscription cloud platform architectures. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Enterprise Architecture - Landing Zones tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md - azure.md - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.github.io/Azure-Landing-Zones/accelerator: title: Azure Landing Zone IaC Accelerator description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: 0b64b8bc1cdf40df6f87b4023024e72c50c1ca760482b3c4124886543993e97d health_score: 100.0 last_checked: 1779033976.42805 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md - docs/cicd.md - docs/iac.md v2_locations: - azure.md - cicd.md - iac.md youtube_mosaic: {} review_metadata: original_url: https://azure.github.io/Azure-Landing-Zones//accelerator proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T11:40:42.208611' discovered_at: '2026-05-17T18:06:16.428050+02:00' https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes: title: Azure Landing Zone IaC Accelerator Release Notes description: '' year: '2026' stars: 0 ai_summary: The official release ledger tracking enhancements, bug fixes, and feature updates for the Azure Landing Zones IaC Accelerator. Essential for platform engineering teams to maintain up-to-date, compliant architectures using official Terraform or Bicep modules. It keeps organizations informed on modern security baseline integrations and multi-tenant tooling enhancements. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Landing Zones - Accelerators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.github.io/Azure-Proactive-Resiliency-Library: title: 'azure.github.io: Azure Proactive Resiliency Library (APRL)' description: "- This library is built with the intention of being a staging area for guidance and recommendations that can be used by customers, partners and the field in Well-Architected Framework reliability engagements/assessments; with the intent of the guidance and recommendations being promoted, once tested and validated with customers and partners, into the official Well-Architected Framework documentation.\n - The library also contains supporting Azure Resource Graph (ARG) queries, and sometimes Azure PowerShell or Azure CLI scripts, that can help customers, partners and the field identify resources that may or may not be compliant with the guidance and recommendations. The intent for these queries, in the long-term, is to make them part of the Azure Advisor service." year: '2026' stars: 0 ai_summary: A staging repository of recommendations and proactive patterns designed for WAF reliability assessments. It features Azure Resource Graph (ARG) queries, PowerShell scripts, and CLI commands that analyze deployed infrastructure to identify configuration drift or single points of failure. This library represents an automated, proactive approach to infrastructure auditing before elevating guidelines to official documentation. language: PowerShell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Resiliency - APRL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.github.io/Azure-Verified-Modules: title: "azure.github.io/Azure-Verified-Modules \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The central documentation portal for Azure Verified Modules (AVM), Microsoft's standardized, validated IaC building blocks. Supports both Bicep and Terraform, guaranteeing reliable, hardened, and highly consistent deployments at enterprise scale. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure Verified Modules tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://azure.github.io/enterprise-azure-policy-as-code: title: 'azure.github.io/enterprise-azure-policy-as-code: Enterprise Azure Policy as Code Overview' description: '' year: '2024' stars: 0 ai_summary: Comprehensive guide for the Enterprise Azure Policy as Code framework. Enables teams to define, test, and release centralized policies via Git pipelines across nested Azure subscription directories. language: PowerShell resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Governance - Enterprise Policy as Code - Azure Policy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://azure.github.io/secrets-store-csi-driver-provider-azure: title: 'azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver' description: '' year: '2023' stars: 0 ai_summary: Reference manual for the Azure Key Vault Provider for the Kubernetes Secrets Store CSI Driver. Live grounding confirms this CSI provider is the modern enterprise standard for AKS, allowing pods to mount key vault secrets directly as files while avoiding the overhead of custom sidecars or writing secrets to disk. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - CSI Driver Providers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azure.microsoft.com: title: Microsoft Azure description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8ce8c157368ff5fb4540f013176fa990d07585e19168578e344a1309247ff22b health_score: 100.0 last_checked: 1779032438.157747 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:38.157747+02:00' https://azure.microsoft.com/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available: title: 'azure.microsoft.com: Microsoft Azure Load Testing is now generally available' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 353580e39275a63fb18ac5c904ddd7671ca6cb09e0caaeb9aa5f0cbc143cc8c0 health_score: 100.0 last_checked: 1779033539.212002 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:59.212002+02:00' https://azure.microsoft.com/en-gb/products/load-testing: title: Azure Load Testing description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 28eade29090d807206b2877d76001fa9df985b743c187090ca798c990b13b582 health_score: 100.0 last_checked: 1779032852.206295 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:32.206295+02:00' https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-native-client-support: title: '==azure.microsoft.com: General availability: Azure Bastion native client'' support==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2823076e1d19d6bf56293ca61900ce61ede07aa5cfa84741fd24ee14c14bf76d health_score: 100.0 last_checked: 1779032313.745574 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:33.745574+02:00' https://azure.microsoft.com/en-gb/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage: title: 'azure.microsoft.com: Generally Available: Durable Functions support of managed'' identity for Azure Storage' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c61eeab3654fcbc9dd1699afcc8eb32f0ac9eadd0464560be5e6ed66e244e300 health_score: 100.0 last_checked: 1779029205.832084 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:45.832084+02:00' ? https://azure.microsoft.com/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency : title: "==azure.microsoft.com: How Microsoft Azure Cross-region Load Balancer helps' create region redundancy and low latency== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be6129546bd6f6c3e569ba06b579f2ac4cfa106f3f1e5319386ca7a0b3a11389 health_score: 100.0 last_checked: 1779029765.088685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:05.088685+02:00' https://azure.microsoft.com/en-us: title: Microsoft Azure description: '' year: '2026' stars: 0 ai_summary: The master platform portal link for Microsoft Azure services. Used by enterprise architects to model global computing resources, secure network rings, and Kubernetes nodes. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Azure - Portal Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service: title: 'azure.microsoft.com: Announcing the general availability of Azure CNI Overlay in Azure Kubernetes Service' description: '' year: '2023' stars: 0 ai_summary: Analyzes Microsoft's GA release of Azure CNI Overlay in AKS. This network model decouples Pod IPs from VM subnets, mitigating private IP depletion issues and enabling clusters to scale to thousands of nodes without complex virtual network refactoring. language: Markdown resource_type: News Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking & CNI - Azure CNI Overlay tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering: title: Azure Virtual WAN introduces its first SaaS offering description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1433d88ad29680e45a220aeff296a0e5818e5127cbc09b1308c9bfdd66ab6ac9 health_score: 100.0 last_checked: 1779033884.728846 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:04:44.728846+02:00' https://azure.microsoft.com/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure: title: '==azure.microsoft.com: Choose the best global distribution solution for'' your applications with Azure==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 91a7b2f5ef30eb9b74f807321003ebb6b52d2d5f6d1e43695bccfa67a6686e00 health_score: 100.0 last_checked: 1779033457.085652 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:37.085652+02:00' https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale: title: 'azure.microsoft.com: Introducing Azure Load Testing: Optimize app performance at scale' description: '' year: '2021' stars: 0 ai_summary: The launch blog post detailing the debut of Microsoft's Azure Load Testing service. It explains how the tool bridges the gap between raw load generation and cloud application monitoring, allowing developers to execute JMeter scripts in an automated cloud-native paradigm directly from GitHub Actions or Azure Pipelines. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure - Testing Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-managed-openshift-in-the-cloud: title: Openshift on Azure description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: aafc9ac33d0ea37afdba57b0d0cd61311ee1846fc1bb33d717d5e25a8fd99929 health_score: 100.0 last_checked: 1779029400.768782 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:50:00.768782+02:00' ? https://azure.microsoft.com/en-us/blog/powering-multi-cluster-workloads-with-seamless-cross-cluster-networking-for-azure-kubernetes-fleet-manager : title: Powering multi-cluster workloads with seamless cross-cluster networking for Azure Kubernetes Fleet Manager description: Azure Kubernetes Fleet Manager introduces multi-cluster networking powered by Advanced Container Networking Services. year: '2026' stars: 4 ai_summary: Azure Kubernetes Fleet Manager now offers cross-cluster networking in public preview, powered by Advanced Container Networking Services [1.1.6]. The solution establishes low-latency, transparent east-west networking across AKS clusters spanning multiple regions, entirely removing the operational complexity of manual VPNs, gateway setups, or routing tables. It features direct endpoint discovery and global multi-cluster load balancing to streamline high-availability microservice architectures. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: edb3dd3544982579f3fe7f22d5899efaf95e51e26be83b00e7245f1cd178d3a7 health_score: null last_checked: 1780352720.351684 needs_ai_refresh: false hierarchy: - Cloud - Azure - AKS Fleet Manager tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-networking reputation_status: Vetted reputation_summary: Official production-grade cloud feature from Microsoft Azure, widely vetted by enterprise AKS users. social_preview_url: https://azure.microsoft.com/en-us/blog/wp-content/uploads/2026/05/Azure-3D-Illustrations-ComputeNetworkStorage-Light-scaled.jpg source_provenance: X.com (Azure) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351684+02:00' https://azure.microsoft.com/en-us/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.965492 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.965492+02:00' https://azure.microsoft.com/en-us/en-gb/products/load-testing: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.983468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.983468+02:00' ? https://azure.microsoft.com/en-us/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.025711 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.025711+02:00' https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.000091 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.000091+02:00' https://azure.microsoft.com/en-us/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.955255 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.955255+02:00' https://azure.microsoft.com/en-us/en-us/explore/global-infrastructure/products-by-region/table: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.980635 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.980635+02:00' https://azure.microsoft.com/en-us/en-us/resources/azure-for-architects: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.930166 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.930166+02:00' https://azure.microsoft.com/en-us/en-us/services/api-management: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.009103 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.009103+02:00' https://azure.microsoft.com/en-us/en-us/services/container-instances: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.015828 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.015828+02:00' https://azure.microsoft.com/en-us/en-us/updates: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.97767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.977670+02:00' https://azure.microsoft.com/en-us/en-us/updates/?query=AKS: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.018483 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.018483+02:00' https://azure.microsoft.com/en-us/en-us/updates/general-availability-azure-bastion-native-client-support: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.941341 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.941341+02:00' https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-bastion-shareable-links: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.014612 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.014612+02:00' ? https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.999092 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.999092+02:00' ? https://azure.microsoft.com/en-us/en-us/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.941118 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.941118+02:00' https://azure.microsoft.com/en-us/en-us/updates/v2/Azure-Virtual-Network-Manager-topology-view-now-generally-available: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.006022 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.006022+02:00' https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table: title: Azure Products by Region Table description: '' year: '2026' stars: 0 ai_summary: The definitive, live-updated reference catalog mapping the global availability of Azure services and network products across all Azure regions. This matrices-driven tool is vital for cloud architects designing multi-region redundancy, data residency compliance, and edge microservice topologies. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Global Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/products/azure-vmware: title: Azure VMware Solution description: Redeploy, extend, and run native VMware environments at scale in the Microsoft Azure cloud. year: '2026' stars: 4 ai_summary: 'Curator Insight: Azure VMware Solution remains a cornerstone technology for legacy enterprise migrations, enabling zero-refactor vSphere workload portability to the cloud. Live Grounding indicates that the fully managed service natively integrates with Azure''s software-defined networking and governance layers, backed by joint Microsoft-VMware support. It serves as a critical bridge for extending VMware-based operations into public cloud native ecosystems without hypervisor-level fragmentation.' language: en resource_type: document complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 4f485b1edd932920fbdddace5206e107f46cfa9c9fac080a8f010d4942e3011a health_score: null last_checked: 1780352424.113303 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Hybrid Cloud - VMware Migration tags: - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: Highly stable, co-supported enterprise cloud migration platform. social_preview_url: '' source_provenance: X.com (Azure) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113303+02:00' https://azure.microsoft.com/en-us/products/chaos-studio: title: Azure Chaos Studio description: "- [techcommunity.microsoft.com: Announcing the Public Preview of Azure Chaos Studio](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-the-public-preview-of-azure-chaos-studio/2893050)\n \ - [docs.microsoft.com: What is Azure Chaos Studio?](https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview)\n \ - [sqlservercentral.com: Chaos Engineering in Azure](https://www.sqlservercentral.com/articles/chaos-engineering-in-azure)" year: '2021' stars: 0 ai_summary: Provides an overview of Azure Chaos Studio, Microsoft's managed chaos orchestration platform. Explains how to configure fault injection pipelines against virtual machines, AKS clusters, and key-value stores directly inside the Azure portal. language: English resource_type: Cloud Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/products/container-apps: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388611.321149 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-21T20:36:51.321149+02:00' https://azure.microsoft.com/en-us/products/devops: title: "Azure DevOps \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Microsoft's enterprise-grade platform offering Boards, Pipelines, Repos, Test Plans, and Artifacts. Curator insights highlight its deep integration with corporate AD and Azure cloud services. Live enterprise architecture evaluations show that despite the rising popularity of GitHub Enterprise, Azure DevOps remains highly dominant in massive corporate ecosystems due to its robust work-item tracking and compliance engines. language: N/A resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Ecosystem - Platform Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/resources/azure-for-architects: title: '==azure.microsoft.com: Azure for Architects, Third Edition==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d6ee70269dcb2914193a55167c2a09f7a1392f69abb5701f311a294fa47635fa health_score: 100.0 last_checked: 1779030276.196163 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:36.196163+02:00' https://azure.microsoft.com/en-us/resources/templates: title: '==azure.microsoft.com: Azure Quickstart Templates==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8173b40548f195b0d9676b140d0073c39dad8a7bc5fa4ad37fd7f71adc0810a3 health_score: 100.0 last_checked: 1779030451.349594 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:31.349594+02:00' https://azure.microsoft.com/en-us/services/api-management: title: 'azure.microsoft.com: Azure API Management' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8f612b4541e2fdb70344032748b0cdcde5c27f47ccd1b94542ba7e94327ea5f health_score: 100.0 last_checked: 1779030154.253433 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:34.253433+02:00' https://azure.microsoft.com/en-us/services/container-apps: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d68cdd6462db5bd2144e1bc364ea86a0a3766a167fae9261faf9e2ff9c29d26e health_score: 64.0 last_checked: 1779130494.999218 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.999218+02:00' https://azure.microsoft.com/en-us/services/container-instances: title: 'azure.microsoft.com: Azure Container Instances' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6d631bc9abc0cf9d0490cad46b69fa4f685f57b7348e6a42815392b73aefb166 health_score: 100.0 last_checked: 1779031284.423275 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:21:24.423275+02:00' https://azure.microsoft.com/en-us/services/devops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: 4eb027814fb8d7174f68e388ab9d1ba73e4dfd9eaada1c2d4076f1ed18dfe2a1 health_score: 64.0 last_checked: 1779130495.031928 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://azure.microsoft.com/en-us/services/devops proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.031931' discovered_at: '2026-05-18T20:54:55.031928+02:00' https://azure.microsoft.com/en-us/solutions/azure-iaas: title: Infrastructure as a Service (IaaS) | Microsoft Azure description: The central landing page and resource hub for Microsoft Azure's Infrastructure as a Service, detailing compute, storage, networking, and system-level performance. year: '2026' stars: 4 ai_summary: 'Curator Insight: Azure''s modern Infrastructure as a Service (IaaS) shifts the cloud narrative from raw compute units to an integrated, system-level architecture designed for AI workloads and mission-critical enterprise workloads. Live Grounding: Recent platform updates emphasize secure-by-design baseline policies, multi-zone business continuity frameworks, and seamless telemetry instrumentation targeting CPU-intensive and distributed database engines.' language: English resource_type: Site complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 2d3df94f4508f706175f5e054989e9705b467ab46c3a68fae5552a625ef0187a health_score: null last_checked: 1780352404.147692 needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft Azure - IaaS tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: Primary, highly reliable cloud product documentation suite representing foundational enterprise cloud infrastructure components. social_preview_url: '' source_provenance: X.com (Azure) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147692+02:00' https://azure.microsoft.com/en-us/updates: title: "Azure Updates \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c0d299b90ce1d8fae61f1bb988a1c17001f73a79cdc01d07856079acfe54806a health_score: 100.0 last_checked: 1779033195.230555 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:15.230555+02:00' https://azure.microsoft.com/en-us/updates/?query=AKS: title: "Azure Updates AKS \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Official real-time tracking feed for feature rollouts, API updates, region additions, and critical deprecation schedules affecting Azure Kubernetes Service. language: N/A resource_type: Changelog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Lifecycle & Release Notes - Platform Changes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://azure.microsoft.com/en-us/updates/azure-virtual-network-manager-topology-view-now-generally-available: title: '==azure.microsoft.com: Azure Virtual Network Manager topology view now generally'' available==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cd2d434082831561bcde20fe7922d38a408f0a0daf7e3044c019bb576eba1941 health_score: 100.0 last_checked: 1779029093.712788 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:53.712788+02:00' https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shareable-links: title: 'Generally available: Azure Bastion now support shareable links' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 349763fbbf24cfba726efb16e2396afabac9a18aaecdeb83507f3dfbd4681276 health_score: 100.0 last_checked: 1779034191.124009 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:51.124009+02:00' ? https://azure.microsoft.com/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication : title: 'azure.microsoft.com: Generally available: Azure Blob Storage Cold Tier support'' on Change Feed and Object Replication' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54e5a5ada010e6f05df7e9e8126be708bd485bc2cc7137dc0c97f9ead497a79d health_score: 100.0 last_checked: 1779029531.698732 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:11.698732+02:00' https://azure.microsoft.com/en-us/updates/private-preview-aks-backup: title: "==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 788a8d952656e5496bf5d13320f626d7ca7752ce33ef2446975684630234583b health_score: 100.0 last_checked: 1779032499.621224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://azure.microsoft.com/en-us/updates/private-preview-aks-backup proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.997325' discovered_at: '2026-05-17T17:41:39.621224+02:00' https://azure.microsoft.com/en-us/updates/sftp-support-for-azure-blob-storage-now-generally-available: title: 'azure.microsoft.com: Generally available: SFTP support for Azure Blob Storage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering azure.microsoft.com: Generally available: SFTP support for Azure Blob Storage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 43788bbb19bdc3d0e0e1a644aad064e0c615697eff80db65c668cad3966da0ba health_score: 100.0 last_checked: 1779034066.542028 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:46.542028+02:00' https://azure.microsoft.com/es-es/pricing/details/kubernetes-service: title: Azure Kubernetes pricing description: '' year: '2026' stars: 0 ai_summary: The official pricing documentation for Azure Kubernetes Service (AKS). Evaluates the free tier versus Uptime SLA guarantees, VM node sizes, and integrated storage options. Live grounding points to Azure's highly competitive pricing policies for hybrid and enterprise-scale deployments. language: Spanish resource_type: Reference/Pricing complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Management - Managed Kubernetes - Azure AKS Costs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azure.microsoft.com/services/chaos-studio: title: Azure Chaos Studio description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 67871824337f3c8cf237064990fc07d9a0ff7d444b59565748377de97a1bdd50 health_score: 100.0 last_checked: 1779030760.287403 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chaos-engineering.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:40.287403+02:00' https://azure.microsoft.com/services/container-apps: title: Azure Container Apps description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 63a918810fe9081bda21710bbb0ac48d023e55606b716269e053924d50e4dd82 health_score: 100.0 last_checked: 1779029658.863618 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:18.863618+02:00' https://azure.microsoft.com/services/devops: title: "Azure DevOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cab5d76c655c345a99d8bd339c33c9a00b511678e8807fa2e427a012dcdf0e6f health_score: 100.0 last_checked: 1779030635.108076 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md - docs/devops.md - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:35.108076+02:00' https://azurearcjumpstart.io: title: azurearcjumpstart.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 22a467a8cc968ed9275238d39361d427819bc71676e9b8feb92ba423d1e22ad7 health_score: 100.0 last_checked: 1779031085.111681 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:05.111681+02:00' https://azurecharts.com: title: 'azurecharts.com: Azure Charts' description: '' year: '2026' stars: 0 ai_summary: An interactive, visual tracking tool detailing Azure services. Dynamically graphs compliance updates, service availability maps, and feature changes in real-time. language: TypeScript resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Azure - Visualization & Insights tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azurecharts.com/learning: title: 'azurecharts.com/learning: Azure Learning Explorer' description: '' year: '2026' stars: 0 ai_summary: An interactive educational roadmap generator integrated inside Azure Charts. Guides cloud engineers through certifications and specific infrastructure tracks. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Azure - Education tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet: title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting'' VNET' description: '' year: N/A stars: 0 ai_summary: Walkthrough outlining the installation of AKS inside preexisting VNET topologies. Examines subnet sizing requirements, routing controls, and enterprise boundary setups. Helpful for aligning AKS with pre-configured network constraints. language: English resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5d14b2dc03dadca8119588932b102e1f5ed361f90524093ca50abddd947d2843 health_score: 100.0 last_checked: 1779031827.30087 needs_ai_refresh: false hierarchy: - Cloud Providers - Azure - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:27.300870+02:00' https://azuredevopsdemogenerator.azurewebsites.net: title: "Azure DevOps Demo Generator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Azure DevOps Demo Generator \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.118826 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.118826+02:00' https://azuredevopslabs.com: title: "Azure DevOps Labs \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A extensive sandbox catalog presenting modular, self-paced technical tutorials for Azure DevOps. Teaches container builds, environment configuration matrices, and enterprise-grade security structures designed to support high-scale operations. language: English resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Enterprise Platforms - Azure DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://azuredevopslabs.com/labs/vstsextend/kubernetes: title: 'azuredevopslabs.com: Deploying a multi-container application to Azure Kubernetes Services' description: '' year: '2023' stars: 0 ai_summary: An interactive, practical lab illustrating the step-by-step setup of continuous delivery pipelines targeting AKS using Azure DevOps. Covers container builds, ACR image pushes, and multi-stage YAML pipeline deployment structures. language: YAML resource_type: Interactive Lab complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Delivery & CI/CD - Continuous Deployment - Azure Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd1705083203658.firefly: title: 'azuremarketplace.microsoft.com: Firefly' description: '' year: '2026' stars: 0 ai_summary: Firefly is an advanced multi-cloud governance platform that detects unmanaged cloud assets and programmatically generates corresponding Infrastructure as Code (IaC) configuration files. It acts as an automated drift detector and reconciliation tool, ensuring that actual cloud deployments match repository-defined target architectures. language: None resource_type: Product complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Infrastructure as Code - Asset Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://azureviking.com/post/terraform-module-azure-dns-private-resolver: title: 'azureviking.com: Terraform module: Azure DNS Private Resolver' description: '' year: '2023' stars: 0 ai_summary: A targeted guide detailing how to construct and deploy an Azure DNS Private Resolver utilizing Terraform scripts. Solves naming lookup hurdles within hybrid cloud topologies, replacing heavy VM-based forwarders with a secure, managed cloud native endpoint. language: HCL resource_type: Module complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - DNS Resolver tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azureviking.com/post/terraform-module-azurerm-alz-subnet: title: 'azureviking.com: Terraform Module: azurerm-alz-subnet' description: '' year: '2023' stars: 0 ai_summary: Presents a custom subnet management module built for enterprise landing zones. Explores routing boundaries, Network Security Group (NSG) integrations, and automation methods to scale internal VNets easily. language: HCL resource_type: Module complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - Subnets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://azureway.cloud/azure-container-apps-creating-using-terraform-part-1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ef4b9f024e2eeebbdf34c696ea3d19cf32a8cbfcd49ae6c6e939b95a9eec7097 health_score: 100.0 last_checked: 1779032680.323143 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:40.323143+02:00' https://azureway.cloud/azure-container-apps-traffic-splitting-part-4: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fdf558410487332b90abd7c51698d777788edc16ef106168d480d4297a79028c health_score: 100.0 last_checked: 1779032381.982556 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:41.982556+02:00' https://backstage.io: title: 'Backstage Developer Portal:' description: '' year: '2026' stars: 5 ai_summary: Created by Spotify and donated to the CNCF, Backstage is an open-source framework for building internal developer portals. It unifies infrastructure tooling, services, and documentation under a single, centralized Software Catalog to streamline development workflows and reduce cognitive load. language: TypeScript resource_type: Framework / Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Portal - Internal Developer Platforms tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://backup.docs.portworx.com: title: 'PX-Backup: docs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 53e7bacf27df49e27bfde528e3135903962ffdb798c263833d0be1ad94eb410a health_score: 100.0 last_checked: 1779034094.714128 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.714128+02:00' https://baeke.info/2022/06/02/trying-out-draft-2-on-aks: title: 'blog.baeke.info: Trying out Draft 2 on AKS' description: '' year: '2022' stars: 0 ai_summary: An early evaluation testing out the Draft v2 workflow within AKS environments. Evaluates standard dev loops and notes architectural changes between initial Draft implementations and subsequent buildpack-driven tools. Modern architects should target standard buildpacks and OCI artifacts over older Draft versions. language: Bash resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Experience - Legacy Scaffolding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://baeke.info/2022/11/24/aks-workload-identity-revisited: title: 'blog.baeke.info: AKS Workload Identity Revisited' description: '' year: '2022' stars: 0 ai_summary: A deep-dive analyzing Azure AD Workload Identity mechanics. Compares this modern OIDC token-exchange flow against legacy pod identities. Essential reading for secure application migrations requiring direct integration with Azure Cloud resources. language: Bash resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Access & Identity - Workload Identity tags: - '[LEGACY]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2f7e401a: title: '==bagas-awibowo.medium.com: Helm — Templating Network Policy using Helm==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==bagas-awibowo.medium.com: Helm — Templating Network Policy using Helm== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033415.653962 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:55.653962+02:00' https://balajisblog.com/cheatsheet-for-bitbucket-pipelines: title: 'balajisblog.com: Cheatsheet for Bitbucket Pipelines' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering balajisblog.com: Cheatsheet for Bitbucket Pipelines in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034345.630406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:25.630406+02:00' https://banksco.de/p/state-of-realtime-web-2016.html: title: The State of Real-Time Web in 2016 description: '' year: '2016' stars: 2 ai_summary: A historical report from 2016 analyzing the landscape of real-time web transport. While historically useful, modern 2026 platforms have mostly replaced these early implementations with standardized WebSockets and Server-Sent Events (SSE). language: Agnostic resource_type: Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - Real-Time - History tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://banzaicloud.com: title: "Banzai Cloud \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Banzai Cloud \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032219.556124 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md - docs/message-queue.md v2_locations: - managed-kubernetes-in-public-cloud.md - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:59.556124+02:00' https://banzaicloud.com/blog/backyards-api-gateway: title: 'banzaicloud.com: Istio ingress controller as an API gateway' description: '' year: '2020' stars: 0 ai_summary: Deep technical review exploring the adaptation of Istio's ingress controller to serve as an enterprise API gateway. Focuses on route definitions, authentication offloading, and traffic manipulation. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Networking - API Gateway tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly: title: 'banzaicloud.com: Helm 3, the Good, the Bad and the Ugly' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Helm 3, the Good, the Bad and the Ugly in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032163.107486 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:03.107486+02:00' https://banzaicloud.com/blog/istio-1.6: title: 'banzaicloud.com: What''s new in Istio 1.6, a quick walkthrough' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: What''s new in Istio 1.6, a quick walkthrough in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030540.676878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:00.676878+02:00' https://banzaicloud.com/blog/istio-external-demo: title: 'banzaicloud.com: Controlling egress traffic with Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Controlling egress traffic with Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031226.49407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:26.494070+02:00' https://banzaicloud.com/blog/istio-mixerless-telemetry: title: 'banzaicloud.com: Istio telemetry V2 (Mixerless) deep dive' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Istio telemetry V2 (Mixerless) deep dive in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031602.211686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:42.211686+02:00' https://banzaicloud.com/blog/istio-opa: title: 'banzaicloud.com: Istio and Kubernetes ft. OPA policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Istio and Kubernetes ft. OPA policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032518.660121 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:58.660121+02:00' https://banzaicloud.com/blog/k8s-cluster-autoscaler: title: 'banzaicloud.com: Autoscaling Kubernetes clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Autoscaling Kubernetes clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031352.438432 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:32.438432+02:00' https://banzaicloud.com/blog/k8s-cluster-logging: title: Understanding Kubernetes cluster events description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Understanding Kubernetes cluster events in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034404.359046 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:24.359046+02:00' https://banzaicloud.com/blog/k8s-sidecars: title: "banzaicloud.com: Sidecar container lifecycle changes in Kubernetes 1.18' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering banzaicloud.com: Sidecar container lifecycle changes in Kubernetes 1.18' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034211.523823 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:11.523823+02:00' https://banzaicloud.com/blog/kafka-on-etcd: title: "banzaicloud.com: Kafka on Kubernetes - using etcd \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering banzaicloud.com: Kafka on Kubernetes - using etcd \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031357.968546 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:37.968546+02:00' https://banzaicloud.com/blog/kafka-on-istio-benefits: title: The benefits of integrating Apache Kafka with Istio description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering The benefits of integrating Apache Kafka with Istio in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033698.883072 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:38.883072+02:00' https://banzaicloud.com/blog/kafka-rolling-upgrade: title: 'banzaicloud.com: Kafka rolling upgrade made easy with Supertubes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Kafka rolling upgrade made easy with Supertubes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031788.024565 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:48.024565+02:00' https://banzaicloud.com/blog/kafka-schemareg: title: 'banzaicloud.com: Kafka Schema Registry on Kubernetes the declarative way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Kafka Schema Registry on Kubernetes the declarative way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031094.297821 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:14.297821+02:00' https://banzaicloud.com/blog/kubernetes-nodepool-upgrades: title: Kubernetes node pool upgrades with Banzai Pipeline description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033773.223214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:53.223214+02:00' https://banzaicloud.com/blog/supertubes-focal: title: 'banzaicloud.com: Bulletproof Kafka, and the tale of an Amazon outage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com: Bulletproof Kafka, and the tale of an Amazon outage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034094.378221 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.378221+02:00' https://banzaicloud.com/docs/one-eye/logging-operator/quickstarts/es-nginx: title: "Store NGINX access logs in Elasticsearch with Logging operator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Store NGINX access logs in Elasticsearch with Logging operator \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.282955 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.282955+02:00' https://bash.cyberciti.biz/guide/Main_Page: title: "bash.cyberciti.biz Wiki \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering bash.cyberciti.biz Wiki \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033759.209581 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:39.209581+02:00' https://bash.cyberciti.biz/guide/Man_command: title: 'bash.cyberciti.biz: Man command' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bash.cyberciti.biz: Man command in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032343.929081 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:03.929081+02:00' https://baykara.medium.com/a-gentle-inspection-of-oomkilled-in-kubernetes-4b4124cd23a8: title: 'baykara.medium.com: A Gentle Inspection of OOMKilled in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering baykara.medium.com: A Gentle Inspection of OOMKilled in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034084.230052 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:04.230052+02:00' https://bea.stollnitz.com/blog/aml-batch-endpoint: title: 'bea.stollnitz.com: Creating batch endpoints in Azure ML' description: "- Suppose you’ve trained a machine learning model to accomplish some task, and you’d now like to provide that model’s inference capabilities as a service. Maybe you’re writing an application of your own that will rely on this service, or perhaps you want to make the service available to others. This is the purpose of endpoints — they provide a simple web-based API for feeding data to your model and getting back inference results.\n - Azure ML currently supports three types of endpoints: batch endpoints, Kubernetes online endpoints, and managed online endpoints. I’m going to focus on batch endpoints in this post, but let me start by explaining how the three types differ." year: '2022' stars: 3 ai_summary: Demystifies Azure ML batch endpoint configurations, highlighting the differences between batch and low-latency real-time managed endpoints. Covers execution environments, partition configurations, storage connections, and scaling parameters needed to serve heavy computational batch datasets efficiently. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Azure - Model Serving tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://beam.apache.org: title: Apache Beam description: '' year: '2026' stars: 0 ai_summary: An advanced unified programming model for batch and stream processing pipelines. Running natively on Kubernetes via Apache Flink or Spark runners, Beam remains a fundamental framework in 2026 for high-concurrency event-driven architectures and real-time telemetry stream ingestion. language: Java resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 48530b322b79aaf38516fe082093a9cc89cef993adcf8b51db9d9fdf36da0519 health_score: 100.0 last_checked: 1779033162.389359 needs_ai_refresh: true hierarchy: - Data Engineering - Stream Processing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:42.389359+02:00' https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope: title: '==beellz.hashnode.dev: Continuous Profiling in Kubernetes Using Pyroscope==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==beellz.hashnode.dev: Continuous Profiling in Kubernetes Using Pyroscope== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031602.154489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:42.154489+02:00' ? https://ben11kehoe.medium.com/never-put-aws-temporary-credentials-in-env-vars-or-credentials-files-theres-a-better-way-25ec45b4d73e : title: 'ben11kehoe.medium.com: Never put AWS temporary credentials in the credentials'' file (or env vars) — there’s a better way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ben11kehoe.medium.com: Never put AWS temporary credentials in the credentials'' file (or env vars) — there’s a better way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031445.855104 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:05.855104+02:00' https://ben11kehoe.medium.com/principals-in-aws-iam-38c4a3dc322a: title: 'ben11kehoe.medium.com: AWS Authentication: Principals (users and roles)'' in AWS IAM' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ben11kehoe.medium.com: AWS Authentication: Principals (users and roles)'' in AWS IAM in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034391.820348 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:11.820348+02:00' https://bespoyasov.me/blog/clean-architecture-on-frontend: title: Clean Architecture on Frontend description: '' year: '2021' stars: 0 ai_summary: Adapts Robert C. Martin's Clean Architecture principles to modern client-side frontend applications. Focuses on isolation of core business domains, UI frameworks, and data sources via explicit dependency inversion layers, simplifying testing and future framework transitions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Frontend Architecture - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://betanews.com/2022/01/26/overcoming-observability-challenges: title: '==betanews.com: Overcoming observability challenges in the CI/CD Pipeline==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betanews.com: Overcoming observability challenges in the CI/CD Pipeline== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034516.991445 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:16.991445+02:00' https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabilities-fall-into-three-key-categories: title: '==betanews.com: Cloud security is complex -- but most vulnerabilities fall'' into three key categories==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betanews.com: Cloud security is complex -- but most vulnerabilities fall'' into three key categories== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033338.93183 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:38.931830+02:00' https://betterhumans.pub/8-communication-hacks-i-use-to-appear-more-senior-as-a-young-employee-9106468bf5aa: title: 'betterhumans.pub: 8 Communication Hacks I Use To Appear More Senior As a'' Young Employee' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterhumans.pub: 8 Communication Hacks I Use To Appear More Senior As a'' Young Employee in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033697.01239 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:37.012390+02:00' https://betterprogramming.pub/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d: title: 'betterprogramming.pub: 10 Anti-Patterns for Kubernetes Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 10 Anti-Patterns for Kubernetes Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032097.594526 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.594526+02:00' https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547c: title: 'betterprogramming.pub: 10 Things You Might Not Know About YAML' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 10 Things You Might Not Know About YAML in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029274.14891 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T16:47:54.148910+02:00' https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up-your-git-repositories-8d86c9c4f06b: title: 'betterprogramming.pub: 2 Use Cases of Python Pre-commit Hooks to Tidy Up'' Your Git Repositories' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 2 Use Cases of Python Pre-commit Hooks to Tidy Up'' Your Git Repositories in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033765.518072 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:45.518072+02:00' https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-beginners-313575312dcf: title: 'betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033622.689745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:22.689745+02:00' https://betterprogramming.pub/4-awesome-browser-apis-you-might-not-be-using-yet-726d3e3237d2: title: 'betterprogramming.pub: 4 Awesome Browser APIs You Might Not Be Using Yet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 4 Awesome Browser APIs You Might Not Be Using Yet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032613.200878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.200878+02:00' https://betterprogramming.pub/5-simple-tips-for-debugging-docker-containers-271cb3dee77a: title: "betterprogramming.pub: 5 Simple Tips For Debugging Docker Containers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: 5 Simple Tips For Debugging Docker Containers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031539.744529 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:39.744529+02:00' https://betterprogramming.pub/6-metrics-to-watch-for-on-your-k8s-cluster-76d58f08397f: title: "==betterprogramming.pub: 6 Metrics To Watch for on Your K8s Cluster== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==betterprogramming.pub: 6 Metrics To Watch for on Your K8s Cluster== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029575.287568 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:55.287568+02:00' https://betterprogramming.pub/6-tips-for-creating-helm-charts-in-kubernetes-applications-452a37446f31: title: 'betterprogramming.pub: 6 Tips for Creating Helm Charts in Kubernetes Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 6 Tips for Creating Helm Charts in Kubernetes Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.575448 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.575448+02:00' https://betterprogramming.pub/8-advanced-git-commands-university-wont-teach-you-fe63b483d34b: title: 'betterprogramming.pub: 8 Advanced Git Commands Universities Won’t Teach'' You' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 8 Advanced Git Commands Universities Won’t Teach'' You in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033088.456543 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:28.456543+02:00' https://betterprogramming.pub/8-techniques-to-speed-up-your-database-292754ff7739: title: 'betterprogramming.pub: 8 Techniques To Speed up Your Database' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 8 Techniques To Speed up Your Database in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031255.268452 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.268452+02:00' https://betterprogramming.pub/a-beginners-cheat-sheet-for-docker-f5024fd6c17f: title: 'betterprogramming.pub: A Beginners’ Cheat Sheet for Docker | Arjav Dave' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: A Beginners’ Cheat Sheet for Docker | Arjav Dave in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031669.282859 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:49.282859+02:00' https://betterprogramming.pub/a-cloud-migration-questionnaire-for-solution-architects-dec7ffcf063e: title: "betterprogramming.pub: A Cloud Migration Questionnaire for Solution Architects' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: A Cloud Migration Questionnaire for Solution Architects' \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029573.096915 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:53.096915+02:00' https://betterprogramming.pub/advanced-features-of-kubernetes-horizontal-pod-autoscaler-536ebd7893ad: title: 'betterprogramming.pub: Advanced Features of Kubernetes’ Horizontal Pod Autoscaler' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Advanced Features of Kubernetes’ Horizontal Pod Autoscaler in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032817.259681 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:57.259681+02:00' ? https://betterprogramming.pub/all-hail-the-monolith-celebrating-the-verbosity-of-the-unified-architecture-in-terraform-81b53e3a03ae : title: 'betterprogramming.pub: All Hail the Monolith — Celebrating the Verbosity'' of the Unified Architecture in Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: All Hail the Monolith — Celebrating the Verbosity'' of the Unified Architecture in Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030433.706317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.706317+02:00' https://betterprogramming.pub/amazon-eks-is-eating-my-ips-e18ea057e045: title: 'betterprogramming.pub: Amazon EKS Is Eating My IPs!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Amazon EKS Is Eating My IPs! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034571.630984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:11.630984+02:00' https://betterprogramming.pub/applying-devops-to-api-development-for-apiops-21e2e605333e: title: 'betterprogramming.pub: Applying DevOps to API Development for APIOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Applying DevOps to API Development for APIOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031113.219704 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:33.219704+02:00' https://betterprogramming.pub/attach-a-visual-debugger-to-ml-training-jobs-on-kubernetes-eb9678389f1f: title: 'betterprogramming.pub: Attach a Visual Debugger to ML-training Jobs on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Attach a Visual Debugger to ML-training Jobs on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030335.240343 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.240343+02:00' https://betterprogramming.pub/automate-and-configure-your-rds-database-with-terraform-898fd4b8990d: title: "betterprogramming.pub: Automate and Configure Your RDS Database With Terraform' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Automate and Configure Your RDS Database With Terraform' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.555891 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.555891+02:00' https://betterprogramming.pub/automate-filling-templates-with-python-1ff6c6fd595e: title: "betterprogramming.pub: Automate Filling Templates With Python \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Automate Filling Templates With Python \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033100.816871 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.816871+02:00' https://betterprogramming.pub/awesome-kubernetes-command-line-hacks-8bd3604e394f: title: 'betterprogramming.pub: Awesome Kubernetes Command-Line Hacks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Awesome Kubernetes Command-Line Hacks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033205.812403 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:25.812403+02:00' https://betterprogramming.pub/aws-creating-a-vpc-with-an-auto-scaling-group-using-t2-micro-instances-4ac2c5c7795b: title: '==betterprogramming.pub: AWS: Creating a VPC With an Auto-scaling Group'' Using T2.micro Instances==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: AWS: Creating a VPC With an Auto-scaling Group'' Using T2.micro Instances== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030438.486241 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.486241+02:00' https://betterprogramming.pub/aws-vs-digital-ocean-vs-hetzner-cloud-which-has-the-best-value-for-money-bd9cb3c06dee: title: 'betterprogramming.pub: AWS vs. Digital Ocean vs. Hetzner Cloud — Which Has'' the Best Value for Money?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: AWS vs. Digital Ocean vs. Hetzner Cloud — Which Has'' the Best Value for Money? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031163.875498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.875498+02:00' https://betterprogramming.pub/bash-vs-python-vs-javascript-which-is-better-for-automation-92a277ef49e: title: "betterprogramming.pub: Bash vs. Python vs. JavaScript: Which Is Better for' Automation? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Bash vs. Python vs. JavaScript: Which Is Better for' Automation? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029575.288519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:55.288519+02:00' https://betterprogramming.pub/build-a-cloud-native-multiprocessing-framework-b33cfc2c02b9: title: 'betterprogramming.pub: Build a Cloud-Native Multiprocessing Framework' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Build a Cloud-Native Multiprocessing Framework in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033046.467795 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:46.467795+02:00' https://betterprogramming.pub/build-a-kubernetes-operator-in-10-minutes-11eec1492d30: title: "betterprogramming.pub: Build a Kubernetes Operator in 10 Minutes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Build a Kubernetes Operator in 10 Minutes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031649.454998 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:29.454998+02:00' https://betterprogramming.pub/building-a-highly-available-kubernetes-operator-using-golang-fe4a44c395c2: title: 'betterprogramming.pub: Build a Highly Available Kubernetes Operator Using'' Golang' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Build a Highly Available Kubernetes Operator Using'' Golang in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032172.90205 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:12.902050+02:00' https://betterprogramming.pub/building-graphql-server-using-schema-first-approach-in-python-68aeee38bcc3: title: 'betterprogramming.pub: Building GraphQL Server Using Schema-first Approach'' in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Building GraphQL Server Using Schema-first Approach'' in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034217.24313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.243130+02:00' https://betterprogramming.pub/chatgpt-and-software-architecture-308b6e0cc25a: title: 'betterprogramming.pub: ChatGPT and Software Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: ChatGPT and Software Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032103.674739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:03.674739+02:00' https://betterprogramming.pub/cheat-sh-the-ultimate-multi-language-cheat-sheet-8e97c16407aa: title: 'betterprogramming.pub: Cheat.sh — The Ultimate Multi-Language Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030593.807104 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:53.807104+02:00' https://betterprogramming.pub/clean-up-your-kubernetes-deployments-using-ansible-10a000db313b: title: 'betterprogramming.pub: Clean Up Your Kubernetes Deployments Using Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Clean Up Your Kubernetes Deployments Using Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031576.212793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.212793+02:00' https://betterprogramming.pub/creating-a-human-and-machine-freindly-logging-format-bb6d4bb01dca: title: 'betterprogramming.pub: The Art of Logging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: The Art of Logging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.161384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.161384+02:00' https://betterprogramming.pub/dependency-free-kubernetes-cluster-monitoring-5f7aa2f038d9: title: 'betterprogramming.pub: Dependency-Free Kubernetes Cluster Monitoring' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Dependency-Free Kubernetes Cluster Monitoring in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030022.248041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:22.248041+02:00' https://betterprogramming.pub/design-by-contracts-in-terraform-63467a749c1a: title: 'betterprogramming.pub: Design by Contract in Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Design by Contract in Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033129.717664 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:09.717664+02:00' https://betterprogramming.pub/distributed-tracing-with-opentelemetry-spring-cloud-sleuth-kafka-and-jaeger-939e35f45821: title: 'betterprogramming.pub: Distributed Tracing With OpenTelemetry, Spring Cloud'' Sleuth, Kafka, and Jaeger' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032961.154436 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:21.154436+02:00' https://betterprogramming.pub/do-faster-development-and-testing-on-kubernetes-apps-with-telepresence-b7eac604dca4: title: 'betterprogramming.pub: Do Faster Development and Testing on Kubernetes Apps'' With Telepresence' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Do Faster Development and Testing on Kubernetes Apps'' With Telepresence in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032884.291189 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:04.291189+02:00' https://betterprogramming.pub/dockerize-your-django-apps-428189407c69: title: '==betterprogramming.pub: Dockerize Your Django Apps==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Dockerize Your Django Apps== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030864.912271 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:24.912271+02:00' https://betterprogramming.pub/domain-partitions-how-to-find-a-healthy-balance-between-microservices-and-monoliths-2cd74206559: title: 'betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance'' Between Microservices and Monoliths' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance'' Between Microservices and Monoliths in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032704.027993 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:04.027993+02:00' https://betterprogramming.pub/everything-you-need-to-know-about-kafka-a83e2456d14c: title: "betterprogramming.pub: Everything You Need To Know About Kafka \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Everything You Need To Know About Kafka \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031099.438466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.438466+02:00' https://betterprogramming.pub/exploring-json-json5-and-circular-references-2b5b0c5de532: title: 'betterprogramming.pub: Exploring JSON, JSON5, and Circular References' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Exploring JSON, JSON5, and Circular References in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030440.181739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:07:20.181739+02:00' https://betterprogramming.pub/exploring-the-serverless-event-driven-architecture-8d6bda93e823: title: 'betterprogramming.pub: Exploring the Serverless Event-Driven Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Exploring the Serverless Event-Driven Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.814349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.814349+02:00' https://betterprogramming.pub/four-ways-you-can-experiment-with-sapling-709eec0ffcb1: title: 'betterprogramming.pub: My First Impressions of Sapling — Meta’s New Git'' Client' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: My First Impressions of Sapling — Meta’s New Git'' Client in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032090.966765 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:50.966765+02:00' https://betterprogramming.pub/generating-class-diagrams-for-net-core-c4913db9398b: title: 'betterprogramming.pub: Generating Class Diagrams for .Net Core' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Generating Class Diagrams for .Net Core in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031094.099389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:14.099389+02:00' https://betterprogramming.pub/getting-started-with-pyvcloud-a-python-library-2e77092ed3ea: title: 'betterprogramming.pub: Getting Started With Pyvcloud — A Python Library' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Getting Started With Pyvcloud — A Python Library in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031574.133535 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:14.133535+02:00' https://betterprogramming.pub/going-serverless-governance-is-everything-c70589c9cee9: title: 'betterprogramming.pub: Going Serverless? Governance Is Everything' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Going Serverless? Governance Is Everything in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033169.673243 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.673243+02:00' https://betterprogramming.pub/goldilocks-vs-krr-c986dfd7484d: title: 'betterprogramming.pub: Goldilocks vs. KRR' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Goldilocks vs. KRR in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029364.846957 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:24.846957+02:00' https://betterprogramming.pub/good-leadership-is-about-growth-not-brilliance-af8ca30f1a3a: title: 'betterprogramming.pub: Good Leadership Is About Growth, Not Brilliance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Good Leadership Is About Growth, Not Brilliance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.862824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.862824+02:00' https://betterprogramming.pub/how-do-you-grow-as-a-software-engineering-manager-33a05873693: title: 'betterprogramming.pub: How to Grow as a (Software) Engineering Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Grow as a (Software) Engineering Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031142.604642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:02.604642+02:00' https://betterprogramming.pub/how-gitops-can-help-prevent-security-misconfigurations-8b506dcd89e1: title: 'betterprogramming.pub: How GitOps Can Help Prevent Security Misconfigurations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How GitOps Can Help Prevent Security Misconfigurations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032248.502496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.502496+02:00' https://betterprogramming.pub/how-i-split-a-monolith-into-microservices-without-refactoring-5d76924c34c2: title: "==betterprogramming.pub: How I Split a Monolith Into Microservices Without' Refactoring== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==betterprogramming.pub: How I Split a Monolith Into Microservices Without' Refactoring== \U0001F31F\U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034045.357063 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:25.357063+02:00' https://betterprogramming.pub/how-solid-remains-solid-software-principles-vs-patterns-c77c623a628b: title: 'betterprogramming.pub: How SOLID Remains Solid — Software Principles vs.'' Patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How SOLID Remains Solid — Software Principles vs.'' Patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029294.345075 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:14.345075+02:00' ? https://betterprogramming.pub/how-to-continuously-test-and-deploy-your-helm-charts-on-kubernetes-clusters-using-kind-d71e3585d2dc : title: 'betterprogramming.pub: How To Continuously Test and Deploy Your Helm Charts'' on Kubernetes Clusters Using Kind' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Continuously Test and Deploy Your Helm Charts'' on Kubernetes Clusters Using Kind in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.899892 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.899892+02:00' https://betterprogramming.pub/how-to-create-a-noops-deployment-with-github-actions-kubernetes-and-shipa-18aab208fe7a: title: 'betterprogramming.pub: How To Create a NoOps Deployment With GitHub Actions'' Kubernetes and Shipa' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Create a NoOps Deployment With GitHub Actions'' Kubernetes and Shipa in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033730.989633 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:10.989633+02:00' https://betterprogramming.pub/how-to-deprecate-apis-the-right-way-371c1cbf1723: title: 'betterprogramming.pub: How To Deprecate APIs the Right Way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Deprecate APIs the Right Way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029063.364053 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:23.364053+02:00' https://betterprogramming.pub/how-to-filter-the-git-logs-2dcebf3d12: title: 'betterprogramming.pub: How to Filter the Git Logs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Filter the Git Logs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030201.99025 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:21.990250+02:00' https://betterprogramming.pub/how-to-handle-duplicate-messages-and-message-ordering-in-kafka-82e2fef82025: title: 'betterprogramming.pub: How to Handle Duplicate Messages and Message Ordering'' in Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Handle Duplicate Messages and Message Ordering'' in Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032455.136016 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.136016+02:00' https://betterprogramming.pub/how-to-implement-your-distributed-filesystem-with-glusterfs-and-kubernetes-83ee7f5f834f: title: 'betterprogramming.pub: How to Implement Your Distributed Filesystem With'' GlusterFS And Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Implement Your Distributed Filesystem With'' GlusterFS And Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030574.228302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.228302+02:00' https://betterprogramming.pub/how-to-make-json-and-python-talk-to-each-other-41531d58e59d: title: 'betterprogramming.pub: How to Make JSON and Python Talk to Each Other' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Make JSON and Python Talk to Each Other in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032970.974826 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:49:30.974826+02:00' https://betterprogramming.pub/how-to-migrate-from-docker-compose-to-kubernetes-b57eb229beb2: title: 'betterprogramming.pub: How to Migrate From Docker Compose to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Migrate From Docker Compose to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032872.675305 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:52.675305+02:00' https://betterprogramming.pub/how-to-refactor-a-codebase-982772695078: title: 'betterprogramming.pub: How to Refactor a Codebase?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Refactor a Codebase? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029356.162723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:16.162723+02:00' https://betterprogramming.pub/how-to-speed-up-your-progress-with-feedback-1f41872b290a: title: 'betterprogramming.pub: How to Speed Up Your Progress With Feedback' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Speed Up Your Progress With Feedback in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032095.024014 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.024014+02:00' https://betterprogramming.pub/how-to-transform-a-monolith-application-into-a-microservices-architecture-1e00363a03ba: title: '==betterprogramming.pub: How to Transform a Monolith Application Into a'' Microservices Architecture==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: How to Transform a Monolith Application Into a'' Microservices Architecture== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.813241 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.813241+02:00' https://betterprogramming.pub/how-to-update-your-github-repository-in-visual-studio-code-7bb9e8549cea: title: 'betterprogramming.pub: How To Update Your GitHub Repository in Visual Studio'' Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Update Your GitHub Repository in Visual Studio'' Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033166.344509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:46.344509+02:00' https://betterprogramming.pub/how-to-use-pandas-to-consume-data-and-perform-data-analysis-76e000ad5480: title: '==betterprogramming.pub: How to Use Pandas to Consume Data and Perform Data'' Analysis==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: How to Use Pandas to Consume Data and Perform Data'' Analysis== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031800.016444 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:00.016444+02:00' https://betterprogramming.pub/how-to-use-server-side-apply-in-k8s-operators-5cbff023183c: title: 'betterprogramming.pub: How To Use Server-Side Apply in K8S Operators' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Use Server-Side Apply in K8S Operators in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033757.738291 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:37.738291+02:00' https://betterprogramming.pub/how-to-use-tmuxp-to-manage-your-tmux-session-614b6d42d6b6: title: 'betterprogramming.pub: How to Use tmuxp to Manage Your tmux Session' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How to Use tmuxp to Manage Your tmux Session in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034446.874116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:06.874116+02:00' https://betterprogramming.pub/improve-cluster-monitoring-with-network-mapping-in-grafana-fa8bb479fd47: title: 'betterprogramming.pub: Improve Cluster Monitoring With Network Mapping in'' Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Improve Cluster Monitoring With Network Mapping in'' Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.299169 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.299169+02:00' https://betterprogramming.pub/introduction-to-aws-websockets-8b336a92c379: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034571.631983 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/api.md - docs/aws-serverless.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:11.631983+02:00' https://betterprogramming.pub/k8s-network-policy-made-simple-with-cilium-editor-a5b55781291c: title: "betterprogramming.pub: K8s: Network Policy Made Simple With Cilium Editor' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: K8s: Network Policy Made Simple With Cilium Editor' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030842.27455 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:02.274550+02:00' https://betterprogramming.pub/kafka-cli-commands-1a135a4ae1bd: title: 'betterprogramming.pub: 15 Kafka CLI Commands For Everyday Programming' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: 15 Kafka CLI Commands For Everyday Programming in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030348.011298 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.011298+02:00' https://betterprogramming.pub/kubectl-commands-all-beginners-must-know-e504349fcec9: title: 'betterprogramming.pub: Kubectl Commands All Beginners Must Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Kubectl Commands All Beginners Must Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.240786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.240786+02:00' https://betterprogramming.pub/kubernetes-and-ssl-certificate-management-5f6a4b6f5ae9: title: "betterprogramming.pub: Kubernetes and SSL Certificate Management \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: Kubernetes and SSL Certificate Management \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.181761 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.181761+02:00' https://betterprogramming.pub/kubernetes-authentication-sidecars-a-revelation-in-microservice-architecture-12c4608189ab: title: 'betterprogramming.pub: Kubernetes Authentication Sidecars: A Revelation'' in Microservice Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Kubernetes Authentication Sidecars: A Revelation'' in Microservice Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031428.938506 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:48.938506+02:00' https://betterprogramming.pub/kubernetes-observability-part-1-events-logs-integration-with-slack-openai-and-grafana-62068cf43ec: title: 'betterprogramming.pub: Kubernetes Observability Part 1: Events, Logs, and'' Integration With Slack, OpenAI, and Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Kubernetes Observability Part 1: Events, Logs, and'' Integration With Slack, OpenAI, and Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033486.701314 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:06.701314+02:00' https://betterprogramming.pub/kubernetes-security-with-falco-2eb060d3ae7d: title: 'betterprogramming.pub: Kubernetes Security With Falco' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Kubernetes Security With Falco in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032800.083702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.083702+02:00' https://betterprogramming.pub/kubernetes-service-types-3c4a3088a5c: title: 'betterprogramming.pub: An Overview to Kubernetes Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: An Overview to Kubernetes Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.103056 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.103056+02:00' https://betterprogramming.pub/lambda-vs-step-functions-the-battle-of-cost-and-performance-5f008045e2ab: title: '==betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and'' Performance==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and'' Performance== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033510.951374 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md - docs/aws-serverless.md v2_locations: - api.md - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.951374+02:00' https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it-dcbf64a17b53: title: 'betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031548.510861 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:48.510861+02:00' https://betterprogramming.pub/learn-to-code-remotely-with-vs-code-and-ssh-68c630759279: title: 'betterprogramming.pub: Learn to Code Remotely With VS Code And SSH' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Learn to Code Remotely With VS Code And SSH in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033263.054625 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:23.054625+02:00' https://betterprogramming.pub/learning-python-with-program-templates-the-input-one-process-one-template-d7ed5156d3fc: title: 'betterprogramming.pub: Learning Python With Program Templates: The Input'' One, Process One Template' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Learning Python With Program Templates: The Input'' One, Process One Template in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.578031 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.578031+02:00' https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a-change-7849df8714b0: title: 'betterprogramming.pub: Leave Aside Git Checkout. Consider Git Switch for'' a Change' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Leave Aside Git Checkout. Consider Git Switch for'' a Change in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031799.992296 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:59.992296+02:00' https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b: title: 'betterprogramming.pub: MongoDB Schema Validation Rules' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: MongoDB Schema Validation Rules in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.733659 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.733659+02:00' https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthchecks-and-tracking-lag-3976cc6f00d5: title: '==betterprogramming.pub: Monitoring Kafka Applications — Implementing Healthchecks'' and Tracking Lag==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Monitoring Kafka Applications — Implementing Healthchecks'' and Tracking Lag== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030115.35707 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:55.357070+02:00' https://betterprogramming.pub/multi-tenancy-support-with-spring-boot-liquibase-and-postgresql-d41942dc0639: title: '==betterprogramming.pub: Multi-Tenancy Support With Spring Boot, Liquibase,'' and PostgreSQL==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Multi-Tenancy Support With Spring Boot, Liquibase,'' and PostgreSQL== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.633124 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:48.633124+02:00' https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d: title: 'betterprogramming.pub: Writing My First Microservice Using Go' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Writing My First Microservice Using Go in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032974.761496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:34.761496+02:00' https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-572b0b706bd6: title: 'betterprogramming.pub: My Top 7 Most Underrated IntelliJ IDEA Features' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: My Top 7 Most Underrated IntelliJ IDEA Features in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030653.029454 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.029454+02:00' https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58: title: 'betterprogramming.pub: My Cheatsheet for the “yq” Tool' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029309.662518 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T16:48:29.662518+02:00' https://betterprogramming.pub/pandas-illustrated-the-definitive-visual-guide-to-pandas-c31fa921a43: title: 'betterprogramming.pub: Pandas Illustrated: The Definitive Visual Guide to'' Pandas' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Pandas Illustrated: The Definitive Visual Guide to'' Pandas in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030231.940904 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:51.940904+02:00' https://betterprogramming.pub/python-fastapi-kubernetes-gcp-296e0dc3abb6: title: 'betterprogramming.pub: Deploy a Python API With Docker and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Deploy a Python API With Docker and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034497.336167 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:57.336167+02:00' https://betterprogramming.pub/python-list-comprehensions-are-more-powerful-than-you-might-think-3363a90e5bb0: title: 'betterprogramming.pub: Python List Comprehensions Are More Powerful Than'' You Might Think' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Python List Comprehensions Are More Powerful Than'' You Might Think in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029269.749573 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.749573+02:00' https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-oriented-approach-306a667f9a31: title: '==betterprogramming.pub: Why We Quit Unit Testing Classes to Focus On a'' Behavioral Approach==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Why We Quit Unit Testing Classes to Focus On a'' Behavioral Approach== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033309.125305 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.125305+02:00' https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180: title: '==betterprogramming.pub: Recovering From Common Git Errors==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub: Recovering From Common Git Errors== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.704712 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.704712+02:00' https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59aac51f1fb: title: 'betterprogramming.pub: Reusable EC2 Instances Using Terraform Modules' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Reusable EC2 Instances Using Terraform Modules in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.157237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.157237+02:00' https://betterprogramming.pub/running-airflow-using-kubernetes-executor-and-kubernetes-pod-operator-with-istio-d5aa7af16ef5: title: 'betterprogramming.pub: Running Airflow Using Kubernetes Executor and Kubernetes'' Pod Operator with Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Running Airflow Using Kubernetes Executor and Kubernetes'' Pod Operator with Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030891.206754 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:51.206754+02:00' https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ecf831b2: title: 'betterprogramming.pub: Secure Your Kubernetes Cluster With Seccomp' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Secure Your Kubernetes Cluster With Seccomp in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.241737 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.241737+02:00' https://betterprogramming.pub/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c: title: 'betterprogramming.pub: Setup Microservices on Kubernetes — Write a Configuration'' File' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Setup Microservices on Kubernetes — Write a Configuration'' File in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030069.221214 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:09.221214+02:00' https://betterprogramming.pub/solutions-architect-tips-the-5-types-of-architecture-diagrams-eb0c11996f9e: title: 'betterprogramming.pub: Solutions Architect Tips — The 5 Types of Architecture'' Diagrams' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Solutions Architect Tips — The 5 Types of Architecture'' Diagrams in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033906.275815 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:06.275815+02:00' https://betterprogramming.pub/sprint-planning-best-practices-1aad4103f6cb: title: 'betterprogramming.pub: Sprint Planning: Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Sprint Planning: Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033942.409749 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:42.409749+02:00' https://betterprogramming.pub/stack-overflow-2022-developer-survey-where-is-the-industry-heading-3cd4a0cd41f3: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033050.705999 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:50.705999+02:00' https://betterprogramming.pub/stop-hiring-software-engineers-8545520437ac: title: 'betterprogramming.pub: Stop Hiring Software Engineers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Stop Hiring Software Engineers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029063.357897 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:23.357897+02:00' https://betterprogramming.pub/team-topologies-a-new-way-of-thinking-about-teams-8f4853038509: title: 'betterprogramming.pub: Team Topologies — A New Way of Thinking About Teams' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Team Topologies — A New Way of Thinking About Teams in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032289.683466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:09.683466+02:00' https://betterprogramming.pub/techniques-for-managing-your-time-and-cognitive-load-as-a-senior-leader-2b9eadb0daa4: title: 'betterprogramming.pub: Techniques for Managing Your Time and Cognitive Load'' as a Senior Leader' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Techniques for Managing Your Time and Cognitive Load'' as a Senior Leader in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029990.945733 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:50.945733+02:00' https://betterprogramming.pub/terraform-setup-for-using-aws-lambda-with-s3-2b8ba286b6d7: title: 'betterprogramming.pub: Terraform Setup for Using AWS Lambda With S3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Terraform Setup for Using AWS Lambda With S3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029714.732968 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:14.732968+02:00' https://betterprogramming.pub/the-5-step-checklist-for-serverless-load-testing-346f4a60841d: title: 'betterprogramming.pub: The 5-Step Checklist for Serverless Load Testing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: The 5-Step Checklist for Serverless Load Testing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030851.475315 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:11.475315+02:00' https://betterprogramming.pub/the-best-vs-code-extensions-to-supercharge-your-git-5d5ab3f64f64: title: 'betterprogramming.pub: The Best VS Code Extensions to Supercharge Your Git' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: The Best VS Code Extensions to Supercharge Your Git in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032056.884198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:16.884198+02:00' https://betterprogramming.pub/the-perfect-message-queue-solution-based-on-the-redis-stream-type-ccf273554178: title: 'betterprogramming.pub: The Perfect Message Queue Solution Based on the Redis'' Stream Type' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: The Perfect Message Queue Solution Based on the Redis'' Stream Type in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030390.645885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:30.645885+02:00' https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1: title: 'medium: The Pros and Cons of Monorepos, Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: The Pros and Cons of Monorepos, Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034530.840784 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:30.840784+02:00' https://betterprogramming.pub/the-underestimated-importance-of-clear-code-ownership-baed758e47b8: title: "betterprogramming.pub: The Importance of Code Ownership \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub: The Importance of Code Ownership \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.678185 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.678185+02:00' https://betterprogramming.pub/this-is-why-you-should-use-tortoise-orm-in-your-python-projects-a3897dc5309e: title: 'betterprogramming.pub: This Is Why You Should Use Tortoise-ORM in Your Python'' Projects' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: This Is Why You Should Use Tortoise-ORM in Your Python'' Projects in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031425.50278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.502780+02:00' https://betterprogramming.pub/understanding-kubernetes-multi-container-pod-patterns-577f74690aee: title: 'betterprogramming.pub: Understanding Kubernetes Multi-Container Pod Patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Understanding Kubernetes Multi-Container Pod Patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034557.866346 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:57.866346+02:00' https://betterprogramming.pub/when-should-you-self-host-ci-tools-330fc38d2a6: title: 'betterprogramming.pub: When Should You Self-Host CI Tools? | William Anderson' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: When Should You Self-Host CI Tools? | William Anderson in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031776.327035 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:36.327035+02:00' https://betterprogramming.pub/why-working-on-cloud-vs-mobile-edge-is-so-different-e32930f1c801: title: 'betterprogramming.pub: I Worked at Microsoft Cloud and Google Mobile for'' 3 Years — Here Are the Differences in Ecosystems' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: I Worked at Microsoft Cloud and Google Mobile for'' 3 Years — Here Are the Differences in Ecosystems in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034272.968834 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/edge-computing.md v2_locations: - edge-computing.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:12.968834+02:00' ? https://betterprogramming.pub/with-latest-updates-create-amazon-eks-fargate-cluster-and-managed-node-group-using-terraform-bc5cfefd5773 : title: 'betterprogramming.pub: Create an Amazon EKS Fargate Cluster and Managed'' Node Group Using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Create an Amazon EKS Fargate Cluster and Managed'' Node Group Using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033759.119841 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:39.119841+02:00' https://betterprogramming.pub/write-tests-for-your-kubernetes-operator-d3d6a9530840: title: 'betterprogramming.pub: How To Write Tests for Your Kubernetes Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: How To Write Tests for Your Kubernetes Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033169.66859 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.668590+02:00' https://betterprogramming.pub/writing-custom-kubernetes-controller-and-webhooks-141230820e9: title: 'betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.66815 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.668150+02:00' https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8: title: 'betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033611.948569 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T18:00:11.948569+02:00' https://betterstack.com/community/comparisons/kubernetes-monitoring-tools: title: "betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A comparative market review of ten leading commercial and open-source Kubernetes monitoring suites. Evaluates architecture models, scaling properties, out-of-the-box features, and implementation overheads across modern toolchains like Prometheus, Datadog, Dynatrace, and Better Stack. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Practical Diagnostics - Market Evaluations - Monitoring Toolchains tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://bgjar.com: title: bgjar.com description: '' year: '2020' stars: 0 ai_summary: Dynamic SVG background generator that lets designers and engineers instantiate light-weight, scalable graphic backgrounds. Crucial for reducing DOM paint overhead compared to rasterized assets. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - UI/UX Design - Asset Generation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit: title: "bhupesh.me: How I reduced the size of my very first published docker image by 40% - A lesson in dockerizing shell scripts \U0001F31F" description: "- The author details their journey of reducing the size of their Docker image by 40%, from 31.4 MB to 17.6 MB\n - They discuss optimization attempts, multi-stage builds, removing unnecessary binaries and dependencies, and using `scratch` as the base image" year: '2022' stars: 0 ai_summary: A granular engineering narrative details a size optimization path down to raw scratch images. Explores stripping unnecessary dependencies and shell binaries. language: Shell resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Shell Scripts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://bikeshed.thoughtbot.com: title: 'bikeshed.fm: The Bike Shed' description: '' year: '2024' stars: 1 ai_summary: A developer-focused podcast analyzing code health, automated testing frameworks, and dependency updates. Offers practical strategies on handling deployment scaling issues and code design patterns. language: N/A resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Development Workflow - Podcasts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://binero.com/observability: title: 'opsdis.com: Building a custom monitoring solution with Grafana, Prometheus and Loki' description: '' year: '2022' stars: 0 ai_summary: 'A comprehensive technical walkthrough on constructing a unified, open-source observability platform leveraging the PLG (Prometheus, Loki, Grafana) stack. Covers log parsing, metric extraction, and unified dashboard panels. Curator Insight: DIY guide to custom monitoring stack creation. Live Grounding: Provides the baseline design blueprint for mid-to-large-tier teams avoiding premium SaaS licensing.' language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Observability - PLG Stack tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://binx.io/2022/07/13/working-with-aws-permission-policies: title: "binx.io: Working with AWS Permission Policies \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering binx.io: Working with AWS Permission Policies \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029704.46416 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:04.464160+02:00' https://bishopfox.com/blog/kubernetes-pod-privilege-escalation: title: "labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A highly cited technical analysis demonstrating how misconfigured container host namespaces, capabilities, and volume mounts can be exploited to escape container boundaries and gain full host-level access. language: N/A resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Pod Privilege Escalation - Vulnerability Exploitation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://bit.ly/kube-tools-1: title: 'DevNation: 10 awesome kubernetes tools every user should know' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1a4bf0b0e6698e92ec92122f9ee91d04850d62a93d493bda07d7ae77506d975f health_score: 100.0 last_checked: 1779031495.198836 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:55.198836+02:00' https://bit.ly/kubeappserver: title: History of Microservices description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0a82ab89d696c6b63a84af52d02204f78353382e4034e81b1ebf90ad7ef6a739 health_score: 100.0 last_checked: 1779033762.297996 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/faq.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:42.297996+02:00' https://bitbucket.org: title: bitbucket.org description: '' year: '2008' stars: 0 ai_summary: Bitbucket is Atlassian's repository management service, featuring native Jira integrations, built-in pipelines, and repository permission controls. Optimized for enterprise environments, it simplifies managing private Git codebases alongside project planning tools. language: None resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Collaborative Platforms - Git Hosting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2008-06-01T00:00:00+02:00' https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atlassian-for-vscode: title: 'VScode run from WSL in Linux: Cannot activate the ''Atlassian for VSCode'' (Official)'' extension because ''git'' extension is not loaded' description: '' year: '2026' stars: 0 ai_summary: This troubleshooting guide addresses common extension loading failures in VS Code, specifically resolving Git integration issues within WSL environments. It provides developers with step-by-step solutions to fix filesystem access problems, path discrepancies, and workspace synchronization errors. Applying these recommendations restores full extension compatibility inside hybrid developer environments. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 9ac8d6aa49ea71e4ca4c81d2d3ce3d81956bd69ebfa2440cb40c4642fe479029 health_score: 100.0 last_checked: 1779032934.7254 needs_ai_refresh: true hierarchy: - Documentation - Developer Tooling - IDE Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:54.725400+02:00' 'https://bitbucket.org/blog/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws ': title: 'bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes'' on aws' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 28a1bd5341c90fca608bbe7b00dd7d9436c71e919d4841da176d304041caf957 health_score: 100.0 last_checked: 1779030023.073428 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:23.073428+02:00' https://bitbucket.org/blog/transition-jira-issues-on-merge: title: Transition Jira issues on merge description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3d0dec05b8a8273b871e40e9fd3058612cea06dd348dd8f1e98a4e1c7d148f80 health_score: 100.0 last_checked: 1779032780.141167 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:20.141167+02:00' https://bitfieldconsulting.com/blog/container-security: title: Don't make this container security mistake description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 282168fd3f7661a7ee1b9244f6346ca63dc9d7beb1aedb22160b1c017084e1b0 health_score: 100.0 last_checked: 1779032333.954793 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.954793+02:00' https://bitfieldconsulting.com/posts/container-security: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: eea2a126dcfdeca8f6681515263c8c6ac1f178df567e1493ff5acc5eb667857d health_score: 100.0 last_checked: 1779130494.95148 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.951480+02:00' https://bitnami.com/stacks/helm: title: Bitnami Helm Charts description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 03bf290dd9f82d5568fb9e779cdbb68434c8254c32466cb054a46462e7886b25 health_score: 100.0 last_checked: 1779030653.138492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.138492+02:00' https://bitnami.com/stacks?stack=helm: title: Bitnami Helm Charts description: '' year: '2026' stars: 0 ai_summary: The industry-standard, production-hardened suite of application and middleware charts maintained by Bitnami. It provides container security patches, non-root execution profiles, and reliable high-availability structures for standard database, web server, and cache backends. language: YAML resource_type: Chart Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security: title: 'biztechmagazine.com: 6 Steps to Improved API Security' description: '' year: '2021' stars: 4 ai_summary: An actionable blueprint detailing six steps to improve enterprise API security posture. Recommends implementing API gateways, token authentication schemas, rate limiters, and complete traffic logs. language: Agnostic resource_type: Technical Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Security - Enterprise - Implementation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blackbird.a8r.io: title: "Ambassador Edge Stack. K8S Initializer (scaffolding tool) \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: The Ambassador K8s Initializer helps engineers bootstrap cloud-native applications with ready-made Kubernetes configurations. It simplifies ingress setup, routing rules, and observability hooks by generating tailored declarative manifests. language: Go resource_type: Project complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Application Scaffolding - Boilerplate Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - scaffolding.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blackbird.a8r.io/initializer: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blackbird.a8r.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.964061 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} review_metadata: original_url: https://blackbird.a8r.io/initializer proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:54.964063' discovered_at: '2026-05-18T20:54:54.964061+02:00' https://blazemeter.com/blog/three-ways-devops-benefit-aws-codepipeline: title: 'blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033335.819645 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-devops.md v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:35.819645+02:00' https://blocksandfiles.com/2020/01/30/kasten-k10-kubernetes-container-protection: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 009927989f37716a4096d75e7a48b307d7027fd6a6a45e2a9f2d729719484e38 health_score: 100.0 last_checked: 1779032883.09503 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:03.095030+02:00' https://blocksandfiles.com/2020/06/05/ibm-spectrum-protect-plus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d1f8113c18be1d713ec5496daf412e82d02393742f6be34e8434a0f0c63ff49d health_score: 100.0 last_checked: 1779030586.087425 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:46.087425+02:00' https://blocksandfiles.com/2020/06/23/lightbits-labs-adds-kubernetes-table-stakes-csi-support: title: 'blocksandfiles.com: Lightbits Labs adds Kubernetes table stakes: CSI support' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7ddf27a8e5114db682d4b1c06e08a66813e44a630c5eee5de240e174fbf5aca7 health_score: 100.0 last_checked: 1779032379.101133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:39.101133+02:00' https://blocksandfiles.com/2020/07/21/kubernetes-stateful-status: title: 'blocksandfiles.com: Kubernetes is in a bit of state about state' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: decaa900a070ae7f1f5214e8f04900d2d92622f205876ddb2c0ab3d4dcef4577 health_score: 100.0 last_checked: 1779034100.178365 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:20.178365+02:00' https://blocksandfiles.com/2020/12/10/trilio-funding: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 667889df30f483ed8b16d1f2efee49cc41c6759234d06cd5cd22eeeb9a40b8ad health_score: 100.0 last_checked: 1779029559.043597 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:39.043597+02:00' https://blocksandfiles.com/2020/12/22/the-storageless-storage-paradox: title: 'blocksandfiles.com: geless storage is the ‘answer’ to Kubernetes data challenges' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 77964f82c6495fa5cd9056e4149397113a3f2b9867e959cd05912e98cc84234f health_score: 100.0 last_checked: 1779033027.67249 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:27.672490+02:00' https://blocksandfiles.com/2021/01/27/red-hat-openshift-container-storage-backup: title: "blocksandfiles.com: Red Hat OpenShift now does container storage backup' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2c5443d7dc6dbc75208fbe1f3b6995c448b37b26ca0cbf2007cbb8dcdf903f24 health_score: 100.0 last_checked: 1779034480.799003 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:40.799003+02:00' https://blocksandfiles.com/2021/08/05/kubernetes-storage-chinese-vendor-smartxs-iomesh-beats-portworx-longhorn-and-openebs: title: 'blocksandfiles.com: Kubernetes storage: SmartX’s IOMesh beats Portworx,'' Longhorn and OpenEBS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 568c498e6ae20bb1f6c9cc0a1da3a7b44afd26d684c4f6e24b0edc91f3a9f191 health_score: 100.0 last_checked: 1779032342.656443 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:02.656443+02:00' https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8: title: 'blog.abaganon.com: Why you probably won’t use K8gb.io' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.abaganon.com: Why you probably won’t use K8gb.io in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034131.409419 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.409419+02:00' https://blog.acethecloud.com/a-step-by-step-guide-to-calculating-slas-slis-and-slos-for-your-it-services-6f0a07b67bb5: title: 'blog.acethecloud.com: A Step-by-Step Guide to Calculate SLAs, SLIs, and'' SLOs for Your IT Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.acethecloud.com: A Step-by-Step Guide to Calculate SLAs, SLIs, and'' SLOs for Your IT Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029939.132977 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:59.132977+02:00' https://blog.acethecloud.com/the-kubernetes-handbook-a-comprehensive-guide-of-100-q-a-e680199e6e22: title: "blog.acethecloud.com: The Kubernetes Handbook: A Comprehensive guide of' 100 Q&A \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.acethecloud.com: The Kubernetes Handbook: A Comprehensive guide of' 100 Q&A \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030207.268116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:27.268116+02:00' https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi: title: "blog.adnansiddiqi.me: Create your first REST API in FastAPI \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Teaches fundamental design patterns in FastAPI, showcasing schema development with Pydantic, dynamic query validations, path routing, and automated dynamic Swagger API manual configuration. language: Python resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Asynchronous Frameworks tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python: title: "blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Structural guide on indexing and querying massive document datasets using Elasticsearch 7 and the official Python Elasticsearch client. Covers document insertion, mapping configurations, and structured search query syntaxes. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Python Search Engine - Elasticsearch tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.adoptium.net/2021/08/using-jlink-in-dockerfiles: title: 'blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2d7547db4cb926da1c7e589cd57f48a1855fafc890bce2edb3ec5f141e836b7f health_score: 100.0 last_checked: 1779033674.342714 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:14.342714+02:00' https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default: title: "__AdoptOpenJDK 11__ Is the New Default \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Announces AdoptOpenJDK 11 as the default runtime, marking a massive shift in corporate standard operations away from proprietary binaries toward community-governed OpenJDK platforms to avoid licensing vulnerabilities. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.aenix.io/argo-cd-vs-flux-cd-7b1d67a246ca: title: 'blog.aenix.io: Argo CD vs Flux CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.aenix.io: Argo CD vs Flux CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030401.02449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:41.024490+02:00' https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads: title: 'Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy' description: '' year: '2025' stars: 0 ai_summary: Focuses on utilizing Azure Kubernetes Service (AKS) Fleet Manager to coordinate multi-cluster scaling for modern AI and data-heavy services. It details multi-cluster updates, global load balancing, and orchestration patterns that bypass single-cluster scaling bottlenecks, supporting highly distributed deep learning and large-scale analytical runtimes. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Azure Kubernetes Service - AKS Fleet Manager tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-enterprise-scale-with-argo-cd-7c5b4057ee49: title: 'blog.akuity.io: Unveil the Secret Ingredients of Continuous Delivery at'' Enterprise Scale with Argo CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.akuity.io: Unveil the Secret Ingredients of Continuous Delivery at'' Enterprise Scale with Argo CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029369.306707 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.306707+02:00' https://blog.alexellis.io/a-bit-of-istio-before-tea-time: title: 'blog.alexellis.io: A bit of Istio before tea-time' description: '' year: '2020' stars: 0 ai_summary: Accelerated developer tutorial detailing local installations and practical evaluations of the Istio service mesh. Covers microservice configuration injections, sidecar integrations, and foundational egress traffic testing in simple configurations. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Istio - Hands-On tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.alexellis.io/bare-metal-kubernetes-with-k3s: title: 'blog.alexellis.io: Bare-metal Kubernetes with K3s' description: '' year: '2020' stars: 3 ai_summary: A foundational tutorial by Alex Ellis on provisioning fully compliant bare-metal Kubernetes nodes on physical hardware using K3s, metalLB, and generic local network environments. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Bare Metal - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.alexellis.io/building-containers-without-docker: title: "blog.alexellis.io: Building containers without Docker \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Written by cloud-native expert Alex Ellis, this post explores build tools (such as BuildKit, Buildah, and Kaniko) that compile container images without relying on a local Docker daemon. It unpacks the benefits of using non-docker setups inside Kubernetes CI/CD runner environments, avoiding Docker-in-Docker (DinD) security compromises. It serves as an essential manual for modern cloud pipeline designs. language: Markdown resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Image Building tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.alexellis.io/get-private-kubectl-access-anywhere: title: 'blog.alexellis.io: Get kubectl access to your private cluster from anywhere' description: '' year: '2020' stars: 3 ai_summary: Explores techniques for securely accessing the Kubernetes API control plane of isolated or private networks without exposing standard firewall ports. Explains how reverse-proxy tunnels provide secure endpoints. Live Grounding validates that tunnel mechanisms like inlets, Tailscale, or Cloudflare Tunnels have become common choices for secure edge environments. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Orchestration - Cluster Provisioning - Remote Access tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md - kubectl-commands.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster: title: "blog.alexellis.io: Get a public LoadBalancer for your private Kubernetes cluster \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: An operational walkthrough explaining how to attach a public load balancer to private, local Kubernetes configurations using Inlets. Bypasses corporate NAT constraints, making localized clusters easily addressable for demo pipelines. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Tunnels tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.alexellis.io/primer-accessing-kubernetes-services: title: 'blog.alexellis.io: A Primer: Accessing services in Kubernetes' description: '' year: '2020' stars: 3 ai_summary: Demystifies service exposition mechanisms. Breaks down the network plumbing and structural configuration differences between ClusterIP, NodePort, and cloud-provider LoadBalancer integrations. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Services - Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.alexellis.io/troubleshooting-on-kubernetes: title: "blog.alexellis.io: How to Troubleshoot Applications on Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A classic, hands-on troubleshooting guide tailored for engineers deploying applications to Kubernetes clusters. It provides a logical flow of commands from checking container logs and inspecting events to executing commands inside a container. This resource is excellent for developing the primary instincts required to resolve containerized application failures. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - General Guide tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates: title: 'blog.alexellis.io: What if your Pods need to trust self-signed certificates?' description: '' year: '2022' stars: 0 ai_summary: Focuses on patterns for trusting self-signed or internal enterprise Root CA certificates inside dynamic pod runtimes. Demonstrates using initContainers and shared volumes to inject trust anchors clean of custom application builds. Prevents hardcoding issues across dynamic corporate multi-tenant infrastructures. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - PKI - Certificate Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.alluxi.com/8-habilidades-que-necesitas-para-ser-un-gran-programador-python: title: 'blog.alluxi.com: 8 habilidades que necesitas para ser un gran programador'' Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.alluxi.com: 8 habilidades que necesitas para ser un gran programador'' Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033570.083262 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:30.083262+02:00' https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kubernetes-and-concourse-ci.html: title: Building a continious deployment pipeline with Kubernetes and Concourse-CI description: '' year: '2026' stars: 0 ai_summary: A deep-dive engineering guide on interfacing Concourse CI pipelines directly with target Kubernetes clusters. Focuses on the security boundaries of Kubernetes resources, service accounts, and secret synchronization patterns. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Continuous Deployment - Concourse Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3: title: 'blog.amhaish.com: Observing the K8 cluster using ELK stack' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.amhaish.com: Observing the K8 cluster using ELK stack in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.309737 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.309737+02:00' https://blog.annamcdougall.com/git-workflow-tutorial-start-using-git-today-with-basic-git-commands-ckdc1nvfs02zp66s1d4zydz47: title: 'blog.annamcdougall.com: Git Workflow Tutorial: Start Using Git TODAY with'' Basic Git Commands' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.annamcdougall.com: Git Workflow Tutorial: Start Using Git TODAY with'' Basic Git Commands in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031576.371468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.371468+02:00' https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controller: title: 'blog.antoinechoula.ga: Native EKS Ingress with AWS Load Balancer Controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.antoinechoula.ga: Native EKS Ingress with AWS Load Balancer Controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.516675 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.516675+02:00' https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1: title: 'DZone: A Guide to Performance Challenges with AWS EC2: Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone: A Guide to Performance Challenges with AWS EC2: Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033274.993619 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:34.993619+02:00' https://blog.appsignal.com/2021/01/06/microservices-monitoring-using-namespaces-for-data-structuring.html: title: "blog.appsignal.com: Microservices Monitoring: Using Namespaces for Data Structuring \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Discusses structured logging and telemetry tagging practices across distributed microservices. Explains how namespace isolation and unified tagging strategies allow DevOps teams to easily filter performance metrics, traces, and application logs. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Observability - Namespaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.appstack.one/how-to-run-ghost-blog-inside-kubernetes: title: 'blog.appstack.one: How to run Ghost blog inside Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.appstack.one: How to run Ghost blog inside Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032287.580794 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.580794+02:00' https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks: title: 'blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container Attacks' description: '' year: '2021' stars: 0 ai_summary: Analyzes advanced persistent threat (APT) techniques targeting containerized cloud environments. Outlines attack vectors such as local privilege escalation, detection evasion, and cryptomining, highlighting the importance of real-time container runtime instrumentation. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Intelligence - Container Runtime Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.aquasec.com/container-isolation-techniques: title: 'blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques' description: '' year: '2021' stars: 0 ai_summary: An elite architectural breakdown explaining kernel-level containment mechanisms. Explores Linux Namespaces (PID, Mount, Net, User) and Control Groups (cgroups), as well as supplementary security layers like AppArmor, SELinux, and Seccomp filters. language: English resource_type: Deep Dive complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Container Architecture - OS Level Virtualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.aquasec.com/docker-official-images: title: 'blog.aquasec.com: A Security Review of Docker Official Images: Which Do You Trust? (with trivy)' description: '- [dev.to: Terraform IaC Scanning with Trivy](https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai)' year: '2021' stars: 0 ai_summary: A structured vulnerability study evaluating official Docker base images using the Trivy scanner. Illustrates how standard distributions accumulate vast libraries of unneeded and highly dangerous packages, reinforcing the architectural requirement to move towards optimized base images such as Alpine or Distroless. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.aquasec.com/kubernetes-ui-tools-security-threat: title: 'blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI Tools Turn into a Weapon' description: '' year: '2022' stars: 4 ai_summary: A cybersecurity threat analysis exposing how unsecured and misconfigured Kubernetes administration dashboards can be targeted by attackers as remote access tools (RATs). Outlines strict network isolation, zero-trust patterns, and RBAC strategies. language: N/A resource_type: Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Vector - UI Exploitation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.aquasec.com/kubernetes-version-1.23-security-features: title: 'blog.aquasec.com: Kubernetes Version 1.23: What''s New for Security?' description: '' year: '2021' stars: 0 ai_summary: Curator Insight duplicates security focuses in 1.23. In 2026, it remains useful for security compliance audits when checking clusters against legacy security postures. language: English resource_type: Article complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Cluster Security - v1.23 tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321: title: 'blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day' description: '' year: '2021' stars: 0 ai_summary: Discusses modern additions to the Git toolset (such as `git switch` and `git restore`), which decouple overloaded behaviors from `git checkout`. Includes tips on managing complex working trees. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git CLI Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc: title: 'blog.argoproj.io: Architecting Workflows For Reliability' description: '' year: '2023' stars: 0 ai_summary: Outlines reliable architectural patterns for running large-scale Argo Workflows. Covers retry policies, rate-limiting configurations, and workflow controller adjustments necessary to safely sustain highly concurrent executions without experiencing system degradation. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Orchestration - Argo Workflows - Reliability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0: title: 'blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD' description: '' year: '2021' stars: 5 ai_summary: Outlines critical architectural patterns for implementing multi-tenancy in ArgoCD. Covers AppProjects boundaries, target namespace isolation, network policies, and cluster-wide RBAC to ensure secure sharing of GitOps infrastructure. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps - Multi-Tenancy - Security & Compliance tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0: title: 'blog.argoproj.io: Getting started with ApplicationSets' description: '' year: '2021' stars: 0 ai_summary: Outlines technical use-cases for ApplicationSets in handling massive-scale Kubernetes rollouts, defining templating behaviors, and utilizing multi-source capabilities within modern GitOps workflows. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Argo ApplicationSets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5: title: 'blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD' description: '' year: '2020' stars: 0 ai_summary: Unveils the ApplicationSet Controller designed to orchestrate multi-cluster and multi-tenant Argo CD configurations from a single template. Enables automated templating of Kubernetes workloads using Git generators, directory generators, and cluster generators. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Argo ApplicationSets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643: title: 'blog.argoproj.io: Introducing the AppSource Controller for ArgoCD' description: '' year: '2021' stars: 0 ai_summary: Discusses the AppSource controller, which enables developer self-service by letting teams define dynamic configurations without administrative intervention, improving workflow modularity. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Argo CD Plugins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c: title: 'blog.argoproj.io: New sync and diff strategies in ArgoCD' description: '' year: '2022' stars: 4 ai_summary: Explores performance optimizations and enhanced reconciliation engines introduced in ArgoCD. Details advanced diff options, custom synchronization hooks, and resource tracking methods that streamline deployment workflows in large-scale environments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - ArgoCD - Synchronization Strategies tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce: title: "blog.argoproj.io: Practical Argo Workflows Hardening \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A practical guide to security hardening for Argo Workflows deployments in enterprise environments. Focuses on minimizing RBAC permissions, configuring network policies, securing the workflow controller, and utilizing read-only file systems to mitigate risks of privilege escalation and container breakouts. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Orchestration - Argo Workflows - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7: title: 'blog.argoproj.io: What’s new in Argo Workflows v3.3' description: '' year: '2022' stars: 4 ai_summary: Highlights the key feature additions, execution optimizations, and performance enhancements introduced in Argo Workflows version 3.3. Discusses UI/UX developments, DAG scaling capabilities, and robust security upgrades. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - Argo Workflows - Release News tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-control: title: 'blog.arkey.fr: Using JDK FlightRecorder and JDK Mission Control' description: '' year: '2020' stars: 0 ai_summary: Details the usage of JDK Flight Recorder (JFR) and JDK Mission Control (JMC) for low-overhead, production-grade JVM diagnostic profiling. Explains trace capture of memory, CPU, and I/O cycles. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.ashwinchat.com/9-months-of-full-time-vim: title: 'blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux' description: '' year: '2023' stars: 3 ai_summary: A highly reflective engineering journal detailing a 9-month migration from IDEs to a unified Neovim and Tmux terminal setup. Evaluates configuration complexity, speed gains, and terminal ergonomics. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Productivity - Text Editors - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.asmartbear.com/slc.html: title: "blog.asmartbear.com: I hate MVPs. So do your customers. Make it SLC instead \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Challenges the traditional MVP (Minimum Viable Product) paradigm, advocating instead for the 'SLC' (Simple, Lovable, and Complete) framework. Argues that customers reject bare-bones MVPs, and outlines how building high-quality, fully realized smaller feature sets ensures stronger initial retention and reliable early feedback. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Product Management - Methodology - Alternative Paradigms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.awsfundamentals.com/aws-lambda-with-terraform: title: 'blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive'' Guide' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a4ca5d1f961aa495c78890348841d90c637edea12fd961d96a9d4998f6a8db6c health_score: 100.0 last_checked: 1779032050.527153 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:10.527153+02:00' https://blog.awsfundamentals.com/aws-s3-rm-removing-files: title: 'blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories'' Using the AWS CLI with S3 RM' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 769d1ad539daa9d4c8f4a9bfdc75c86bec8cb096c4e9069638f51c990ffa4778 health_score: 100.0 last_checked: 1779034273.146528 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-tools-scripts.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:13.146528+02:00' https://blog.awsfundamentals.com/aws-s3-sync: title: '==blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3d1afe6db2f21d80c107552463a1344157332015f984db94a97c76778d8c82fe health_score: 100.0 last_checked: 1779031642.730198 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-storage.md - docs/aws-tools-scripts.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:22.730198+02:00' https://blog.awsfundamentals.com/using-s3-with-terraform: title: 'blog.awsfundamentals.com: Using S3 with Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8e0d4eb5e5e92f39257257cd278c94c44b4b786075d3e4e342e49905919de4ae health_score: 100.0 last_checked: 1779032613.329099 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.329099+02:00' https://blog.axiomio.com/seven-kubernetes-trends-to-watch-in-upcoming-years-e7d48e86c614: title: 'blog.axiomio.com: Seven Kubernetes Trends to Watch in Upcoming Years' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.axiomio.com: Seven Kubernetes Trends to Watch in Upcoming Years in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031787.915158 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:47.915158+02:00' https://blog.axway.com/hybrid-integration/whats-ipaas: title: 'blog.axway.com: What is iPaaS?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.axway.com: What is iPaaS? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031649.585449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:29.585449+02:00' https://blog.azurebrains.com: title: 'azurebrains.com: Azurebrains' description: '' year: '2025' stars: 0 ai_summary: A technical blog and community resource highlighting cloud-native application patterns, Kubernetes orchestration, and serverless compute frameworks. Offers targeted code reviews and reference architectures to simplify distributed cloud integrations. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community - Blogs - Cloud-Native Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.938036 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:54.938038' discovered_at: '2026-05-18T20:54:54.938036+02:00' https://blog.baeke.info/2022/06/02/trying-out-draft-2-on-aks: title: 'blog.baeke.info: Trying out Draft 2 on AKS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 14c463ff8a68067856a25004c06bb2b0df9767e858aeb6c55b06cd1225057799 health_score: 100.0 last_checked: 1779030296.057626 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:56.057626+02:00' https://blog.baeke.info/2022/11/24/aks-workload-identity-revisited: title: '==blog.baeke.info: AKS Workload Identity Revisited==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 80ab8d6dbbba013035979cc96899f41e021402649e69a33632580ab3256e041b health_score: 100.0 last_checked: 1779029169.675145 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:09.675145+02:00' https://blog.balasundar.com/automate-git-operations-using-python: title: 'blog.balasundar.com: Automate Git Operations Using Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.balasundar.com: Automate Git Operations Using Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031079.692671 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:59.692671+02:00' https://blog.balasundar.com/run-postman-collections-using-newman-and-python: title: 'blog.balasundar.com: Run Postman collections using Newman and Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.balasundar.com: Run Postman collections using Newman and Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031099.094605 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.094605+02:00' https://blog.bandowski.eu/tools-that-should-be-used-in-every-kubernetes-cluster-38969ed3e603: title: "blog.bandowski.eu: Tools that should be used in every Kubernetes cluster' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.bandowski.eu: Tools that should be used in every Kubernetes cluster' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029939.41194 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:59.411940+02:00' https://blog.bigdataboutique.com/2021/07/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j: title: 'blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5d8dc2c9c23e5cedbdc0703b26605b8dfe93b10ae967e6b4c6881b5feb0bfa7b health_score: 100.0 last_checked: 1779033419.465887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:59.465887+02:00' https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-concept-b51f13f5974e: title: 'blog.bitsrc.io: API vs Microservices — Are you using 2 terms for the same concept?' description: '' year: '2023' stars: 4 ai_summary: Delves into the distinct definitions of API and Microservices, resolving architectural misconceptions about their equivalence. It highlights how APIs represent the functional contract, whereas microservices represent physical implementation and deployment isolation. Correctly distinguishing these concepts allows engineering teams to optimize API gateway layers independent of back-end microservice restructuring. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Design - Architecture Comparisons tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3: title: 'blog.bitsrc.io: Best Practices for Writing a Dockerfile' description: '' year: '2022' stars: 0 ai_summary: Details architectural recommendations for image creation pipelines. Teaches cache alignment, layer count reduction, ENTRYPOINT best practices, and standard build arg variables. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677: title: "CI/CD Best Practices \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: Details essential strategies for optimizing continuous integration speed and reliability. Evaluates modular pipelines, build caching systems, parallelized test execution, and shift-left automated scanning. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Pipelines - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423: title: 'blog.bitsrc.io: Deep Dive into WebSockets' description: '' year: '2021' stars: 4 ai_summary: A deep-dive technical investigation into the underlying RFC 6455 WebSocket protocol. Discusses the initial HTTP upgrade handshake, state management, full-duplex TCP framing, and high-frequency stream performance. language: Agnostic resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - Real-Time - WebSockets tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc9d1b30: title: 'blog.bitsrc.io: Google Chrome Hidden Features Every Developer Should Know' description: '' year: '2022' stars: 0 ai_summary: Explores experimental diagnostic protocols, visual overrides, and command-palette functions hidden inside the DevTools application framework to streamline daily workflows. language: None resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Browser Developer Tools tags: - '[EMERGING]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.bitsrc.io/implementing-microservices-with-cqrs-2cecb0b09c66: title: 'blog.bitsrc.io: Implementing a Microservices Application with CQRS (Command Query Responsibiltiy Segregation)' description: '' year: '2021' stars: 0 ai_summary: Provides a practical, code-driven guide to setting up CQRS in a multi-service Node.js or TypeScript application, explaining how read-replicas are kept synchronized using event messaging systems. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Implementation - CQRS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-the-classic-41cedbf1a907: title: 'blog.bitsrc.io: Not All Microservices Need to Be REST — 3 Alternatives to the Classic' description: '' year: '2021' stars: 4 ai_summary: An architectural argument against REST-by-default setups. Assesses robust, modern alternatives like gRPC, GraphQL, and event-driven architectures to minimize latency and decouple microservices. language: Agnostic resource_type: Analysis complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - Patterns - Comparison tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4: title: "blog.bitsrc.io: Why Microservices Should use Event Sourcing \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An in-depth analysis advocating for Event Sourcing inside microservice frameworks. It details how recording every event state change enables historical auditability and decouples read queries from primary transaction engines via CQRS. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Patterns - Event Sourcing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.bitsrc.iogithub-actions-or-jenkins-making-the-right-choice-for-you-9ac774684c8: title: 'blog.bitsrc.io: Github Actions or Jenkins? Making the Right Choice for You' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.bitsrc.io: Github Actions or Jenkins? Making the Right Choice for You in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033921.467532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.467532+02:00' https://blog.brujordet.no/post/homelab/using_custom_hardware_in_kubernetes: title: 'blog.brujordet.no: Using custom hardware in kubernetes' description: '' year: '2021' stars: 3 ai_summary: Details how to configure Kubernetes to detect and consume custom hardware resources like GPUs, specialized USB controllers, and serial devices. Explains device plugin setups, node labels, and mounting pathways for host paths into targeted containers. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Bare-Metal Setup - Device Plugins tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.byte.builders/post/openshift-mongodb: title: 'blog.byte.builders: Manage MongoDB in Openshift Using KubeDB' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4bcce4ae8b0915607c565508ed17c7d5352086e21a44a81ac7c1d87ca7950c85 health_score: 100.0 last_checked: 1779032288.539053 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:08.539053+02:00' https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet: title: 'blog.bytebytego.com: EP94: REST API Cheatsheet' description: '' year: '2023' stars: 5 ai_summary: An architectural reference cheat sheet detailing REST API best practices. Covers correct resource mapping, status code patterns, authorization paradigms, error-payload formatting, sorting, filtering, and API pagination. language: Agnostic resource_type: Reference complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - REST - Design Principles tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.chainguard.dev/cosign-verify-ecs: title: 'blog.chainguard.dev: How To Verify Cosigned Container Images In Amazon ECS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 83e7fc1ec4acd2accf2dce9d6ad6c895266066e49c15ee6381e396a6cc72269e health_score: 100.0 last_checked: 1779032091.659332 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.659332+02:00' https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl: title: kubernetes login description: '' year: '2020' stars: 0 ai_summary: A legacy-focused technical exploration explaining the login process flow through kubectl. This article breaks down the historical and contemporary mechanics of authentication helpers and tokens. Ideal for engineers seeking to demystify credential caching behaviors. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - kubectl Authentication tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh: title: 'blog.christianposta.com: Do I Need an API Gateway if I Use a Service Mesh?' description: '' year: '2018' stars: 4 ai_summary: A seminal article detailing the functional boundary differences between API Gateways and Service Meshes. Christian Posta demonstrates how gateways excel at managing south-north public consumer interfaces (security, transformations, rate limiting), while service meshes optimize complex east-west backend telemetry. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - System Design - Microservices Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices: title: 'blog.christianposta.com: Istio as an Example of When Not to Do Microservices' description: '' year: '2020' stars: 0 ai_summary: Critical architectural analysis reflecting on Istio's transition from an overly complex microservice-based control plane back to a monolithic single binary (Istiod). Essential lesson in pragmatic software engineering. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Architecture - Microservices Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues: title: 'blog.christophetd.fr: Shifting Cloud Security Left — Scanning Infrastructure as Code for Security Issues' description: '' year: '2020' stars: 0 ai_summary: This blog post details shifting cloud security left by scanning Infrastructure as Code (IaC) manifests prior to deployment. Highlights implementing tools like tfsec, Kube-score, and Hadolint to automatically identify misconfigurations in Terraform, Kubernetes, and Docker files. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Infrastructure as Code Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5: title: 'blog.cloud-mercato.com: AWS m6i: The why you should abandon your m5' description: '' year: '2021' stars: 4 ai_summary: Compares AWS m6i instances to preceding m5 configurations, outlining performance benchmarks. Details compute and memory optimizations delivered by 3rd Gen Intel Xeon Scalable processors at similar cost brackets. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a15f6556595ad7dae917c3f0ae80b585061fd2af4b2f5e44909ec2dffac80a65 health_score: 100.0 last_checked: 1779031333.972363 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Compute Optimization - EC2 Instances tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.972363+02:00' https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb: title: 'blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**' description: '' year: '2021' stars: 0 ai_summary: 'Introduces pycurlb, a Python-based wrapper and benchmarking utility utilizing libcurl for low-overhead HTTP performance testing. Explores its use cases in testing microservice latency and raw throughput. Curator Insight: Quick functional introduction of a new pycurl tool. Live Grounding: Provides an alternative for developers seeking a highly customizable, scriptable curl execution engine for API baselining.' language: Python resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Testing - Benchmarking - HTTP Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.cloud63.fr/landing-zone-networking-using-terraform: title: 'blog.cloud63.fr: Landing Zone networking using Terraform' description: '' year: '2023' stars: 0 ai_summary: Analyzes complex networking setups inside enterprise landing zones. Explains how to use Terraform to build hub-and-spoke configurations, manage ExpressRoute setups, and integrate centralized firewalls. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - Landing Zone tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.cloudacode.com/how-to-autoscale-kubernetes-pods-based-on-ingress-request-prometheus-keda-and-k6-84ae4250a9f3: title: 'blog.cloudacode.com: How to Autoscale Kubernetes pods based on ingress request'' — Prometheus, KEDA, and K6' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.cloudacode.com: How to Autoscale Kubernetes pods based on ingress request'' — Prometheus, KEDA, and K6 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029689.175312 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.175312+02:00' https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99be4b7baa38: title: 'blog.clouddrove.com: AWS EKS Blue/Green Deployment with Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.clouddrove.com: AWS EKS Blue/Green Deployment with Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.976608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.976608+02:00' https://blog.cloudera.com/scalability-of-kafka-messaging-using-consumer-groups: title: 'blog.cloudera.com: Scalability of Kafka Messaging using Consumer Groups' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7bb8364f3489bbc3a2fbe534bda2709f846cb5751cdd208fc42acb056db1d604 health_score: 100.0 last_checked: 1779030882.818253 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.818253+02:00' https://blog.cloudflare.com/automatic-remediation-of-kubernetes-nodes: title: 'blog.cloudflare.com: Automatic Remediation of Kubernetes Nodes' description: '' year: '2021' stars: 0 ai_summary: Case study of Cloudflare's automated node remediation system. Demonstrates how to write custom monitoring scripts to detect unresponsive nodes and execute safe pod drains and machine reboots to reduce manual maintenance shifts. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Self-Healing - Automation Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.cloudflare.com/casb-anthropic-integration: title: Announcing Claude Compliance API support with Cloudflare CASB description: Cloudflare extends its Cloud Access Security Broker (CASB) to integrate with Anthropic's Claude Compliance API, allowing out-of-band monitoring of Claude Enterprise activities. year: '2026' stars: 4 ai_summary: Cloudflare has extended its Cloud Access Security Broker (CASB) to integrate natively with Anthropic's newly released Claude Compliance API. This integration allows enterprise security administrators to monitor user interactions, file uploads, and prompt histories in Claude Enterprise environments directly from the Cloudflare Zero Trust dashboard. By eliminating the need for endpoint agents, the platform offers out-of-band visibility to prevent sensitive data leakage while maintaining frictionless compliance with corporate governance standards. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: d04c700715cf994d85ca01be2795462b62603de2e5cb384d16ebc25f96d3a2cb health_score: null last_checked: 1780353052.024452 needs_ai_refresh: false hierarchy: - Security > Cloud Access Security Broker > AI Application Governance tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: N/A social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/5MViMEGtj28ko2psjCNDPL/c5103829f690bd5509357593d55445d8/BLOG-3313_OG.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024452+02:00' https://blog.cloudflare.com/claude-managed-agents: title: Announcing Claude Managed Agents on Cloudflare description: Cloudflare introduces secure, scalable sandboxes for Claude Managed Agents, decoupling agent orchestration on Anthropic from secure code execution and tooling on Cloudflare. year: '2026' stars: 4 ai_summary: Cloudflare has partnered with Anthropic to host Cloudflare Environments for Claude Managed Agents, providing a secure, sandboxed execution plane for autonomous workflows. Orchestrated by a Workers-based control plane, the system supports both full-state Linux containers (microVMs) and lightweight isolates using the Cloudflare Agents SDK. This architecture decouples the agent's 'brain' (running on Anthropic's platform) from its 'hands' (executing untrusted code, proxying egress with Zero-Trust credential injection, and accessing private VPC resources on Cloudflare). language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: e4f5222c249e5484de7a0a17f338dc489d67a6e83a1e69589d5078f34f60bd54 health_score: null last_checked: 1780353052.024464 needs_ai_refresh: false hierarchy: - AI Systems > Autonomous Agents > Secure Execution Sandboxes tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: N/A social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/3GBib7OfVmhYlZN4Q7BzIu/f5fe02f2eaaecb1c5da9870bfe2c756d/Announcing_Claude_Managed_Agents_on_Cloudflare-OG.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024464+02:00' https://blog.cloudflare.com/cyber-frontier-models: title: 'Project Glasswing: what Mythos showed us' description: Cloudflare shares insights from Project Glasswing, testing Anthropic's unreleased security-focused model 'Mythos Preview' to identify exploit chains and proof-of-concepts across 50+ repositories. year: '2026' stars: 4 ai_summary: As part of Project Glasswing, Cloudflare evaluated Anthropic's unreleased, security-tuned 'Mythos Preview' model across fifty production codebases. The assessment highlights Mythos's capability to orchestrate complex exploit chains by correlating multiple low-severity vulnerabilities, constructing and verifying its own Proof-of-Concept (PoC) code in real-time test sandboxes. The critical technical takeaway is that a raw model is insufficient; real-world efficacy depends heavily on the orchestration harness—a multi-stage pipeline designed for context injection, isolated execution, and systematic validation. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 6228ae88774e884a4148573d195ba13e45f44f1f9eb7a035167266bcf58b7edc health_score: null last_checked: 1780353052.024482 needs_ai_refresh: false hierarchy: - Security > Automated Vulnerability Discovery > LLM-Powered Pentesting Harnesses tags: - CASE STUDY - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: Highly discussed on Reddit r/artificial and Hacker News. Praised for demonstrating that model capability is a commodity and a structured execution harness is the true engineering differentiator for defensive penetration testing. social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4ILuGDGHs7n6fbasZ54VOx/0dbf7f7099880643bb53eafceb695281/OG_Share_2024-2025-2026__35_.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024482+02:00' https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes: title: 'blog.cloudflare.com: Guest Blog: k8s tunnels with Kudelski Security' description: '' year: '2026' stars: 0 ai_summary: An exploration detailing the security mechanics of wrapping Kubernetes API infrastructure within Cloudflare Zero Trust Tunnels, establishing end-to-end encrypted private topologies without dynamic ingress exposure. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Kubernetes Security - Zero Trust tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloudflare.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.cloudflare.com/how-we-use-hashicorp-nomad: title: 'blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad and Consul)' description: '' year: '2020' stars: 0 ai_summary: Cloudflare's technical layout describing how they use HashiCorp Nomad and Consul to run massive global edge microservices. Validates the performance, resource-efficiency, and stability of Nomad under hyper-scale production loads. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Case Study tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.cloudflare.com/http-2-for-web-developers: title: blog.cloudflare.com - HTTP/2 For Web Developers description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8f722b6dc18b363f17394b1f628326cab965a7b85108c84be777c13a3af9a05e health_score: 100.0 last_checked: 1779030740.517327 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:20.517327+02:00' https://blog.cloudflare.com/iran-internet-partially-restored-may-2026: title: Iran's Internet is partially restored, Cloudflare Radar data shows description: Cloudflare Radar reports on the partial restoration of internet traffic and DNS queries in Iran following a three-month shutdown, detailing traffic trends and routing differences. year: '2026' stars: 4 ai_summary: Using data from Cloudflare Radar, this analysis confirms a partial restoration of internet services in Iran after an extensive 87-day national shutdown. The report observes distinct traffic patterns, noting that while DNS queries and general network traffic have climbed, overall volume remains capped at roughly 40% of pre-shutdown levels. Key observations detail differences in routing policies and recovery behavior between IPv4 and IPv6 protocols, demonstrating the architectural impact of state-level network controls. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: ddeda0d78b89248301c1ebfb9bb8ab8fb2aedf8dbc5f0f192e74758ca082505b health_score: null last_checked: 1780353052.024435 needs_ai_refresh: false hierarchy: - Networking > Global Routing > Internet Traffic Analysis tags: - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-networking reputation_status: Vetted reputation_summary: N/A social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4oMLpRezg56DfPDcDom7mY/c676e35995417a603362c899f4f9658f/Cloudflare_Radar_confirms_signals_of_a_partial_Internet_restoration_in_Iran-OG.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024435+02:00' https://blog.cloudflare.com/moving-k8s-communication-to-grpc: title: 'blog.cloudflare.com: Moving k8s communication to gRPC' description: '' year: '2021' stars: 4 ai_summary: An insightful case study detailing Cloudflare's transition of internal microservices and Kubernetes cluster control-plane communications from traditional REST/JSON endpoints to high-performance gRPC over HTTP/2. Live Grounding shows that adopting gRPC significantly reduces CPU utilization and network latency across high-throughput distributed architectures. language: Markdown resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Performance & Tuning tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.cloudflare.com/network-performance-update-full-stack-week: title: 'blog.cloudflare.com: Network Performance Update: Full Stack Week' description: '' year: '2026' stars: 0 ai_summary: Cloudflare analysis outlining modern performance updates and the architectural advantages of edge-native isolation models over classic virtual-machine setups for high-throughput globally distributed applications. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Edge Network - Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloudflare.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.cloudflare.com/optimizing-core-unit-boot-time: title: How we reduced core unit boot time from hours to minutes description: Cloudflare outlines how they debugged and resolved UEFI firmware boot bottlenecks on their Gen12 core bare-metal servers, reducing boot times from four hours to under a minute. year: '2026' stars: 4 ai_summary: This technical post explores how Cloudflare diagnosed and optimized a critical UEFI-stage boot bottleneck affecting their Gen12 bare-metal fleet of nearly 2,000 servers. Engineers traced the multi-hour reboot delays to an unoptimized linear search through empty network boot interfaces triggered after routine firmware updates. The resolution involved explicit PXE network boot sequence declarations, custom UEFI configuration validation steps using a stateful `uefi-same-hex` boolean flag, and iPXE automation that brought reboots down from hours to minutes. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 32d8c00bbca03c66dab602fccd4b9291d71775888edb211a7e55e8cc1355ed89 health_score: null last_checked: 1780353052.024405 needs_ai_refresh: false hierarchy: - Infrastructure > Bare Metal > UEFI Firmware and PXE Boot Optimization tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: sre reputation_status: Vetted reputation_summary: N/A social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/2sNWgFFJRChSJRDf86w7Sk/17c01739d21d896363b098a4c0c47967/BLOG-3108_OG.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024405+02:00' https://blog.cloudflare.com/our-unified-data-platform: title: How we built Cloudflare's data platform and an AI agent on top of it description: Cloudflare introduces Town Lake, their in-house unified data platform featuring a single SQL interface, and Skipper, an AI agent enabling natural language queries over metadata, ClickHouse, and R2 logs. year: '2026' stars: 4 ai_summary: Cloudflare addresses corporate data sprawl by engineering Town Lake, a centralized data platform that unifies access to disparate ClickHouse clusters, Kafka streams, R2 buckets, and PostgreSQL instances. On top of this single SQL interface, they implemented Skipper, an LLM-powered natural language database agent that allows teams to perform complex, auditable ad-hoc queries. This architecture significantly improves developer productivity, reduces cross-organizational data silos, and avoids the cost of querying raw sampled data logs. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 77138477f410121e0316580f62a5f8b8ba09e72e24ffbdf97d0cb585567d46e7 health_score: null last_checked: 1780353052.024421 needs_ai_refresh: false hierarchy: - Data Engineering > Data Lakehouse > Unified SQL Query Interfaces tags: - CASE STUDY - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-databases reputation_status: Vetted reputation_summary: N/A social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/6TH1tmcxAA3gDCsdXcnqSl/8c8b1ca2b9b83459d6f54025f5f8c1eb/OG_Share_2024-2025-2026__36_.png source_provenance: RSS Feed (The Cloudflare Blog) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024421+02:00' https://blog.cloudflare.com/tools-for-debugging-testing-and-using-http-2: title: blog.cloudflare.com - Tools for debugging, testing and using HTTP/2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: af01f89af517a2b38c3e009fc990713cf9f30c915752e06972bc47f8271e17f5 health_score: 100.0 last_checked: 1779029379.016448 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:39.016448+02:00' https://blog.cloudflare.com/zero-trust-private-networking-rules: title: 'blog.cloudflare.com: Zero Trust Private Networking Rules' description: '' year: '2026' stars: 0 ai_summary: Architectural documentation for defining identity-aware, Zero Trust private network topologies in Cloudflare. Explains granular permission structures to govern internal database and API access paths. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Zero Trust tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloudflare.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac: title: The Definitive Guide to Importing Your Cloud Resources into IaC description: '' year: '2026' stars: 0 ai_summary: A detailed technical review addressing drift reconciliation when converting untracked click-ops clouds into declarative state files. Reviews native state import commands and toolkits that automate resource generation. language: None resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Migration Strategies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - iac.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.cloudneutral.se/running-cockroachdb-tpc-c-benchmark-on-gke: title: 'blog.cloudneutral.se: Running CockroachDB TPC-C benchmark on GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.cloudneutral.se: Running CockroachDB TPC-C benchmark on GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030034.788685 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.788685+02:00' https://blog.cloudnloud.com/kubernetes-volume: title: 'blog.cloudnloud.com: Kubernetes Volume' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.cloudnloud.com: Kubernetes Volume in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031564.555658 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:04.555658+02:00' https://blog.cloudsecque.com/how-to-improve-the-security-of-your-applications-with-kubernetes-security-scanners-cda97fd2f574: title: '==blog.cloudsecque.com: How to Improve the Security of Your Applications'' with Kubernetes Security Scanners==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.cloudsecque.com: How to Improve the Security of Your Applications'' with Kubernetes Security Scanners== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030367.158428 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.158428+02:00' https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide: title: 'blog.cloudsigma.com: Kubernetes DNS Service: A Beginner’s Guide' description: '' year: '2021' stars: 0 ai_summary: This reference details the mechanics of Kubernetes cluster DNS architectures. It contrasts legacy kube-dns limitations with CoreDNS performance, explaining service discovery configurations, search paths, and DNS forwarding profiles essential for microservice visibility. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Core Services - DNS tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-spoke-network-feat-avnm-ars: title: 'blog.cloudtrooper.net: Overlapping IP addresses in a hub-and-spoke network (feat. AVNM & ARS)' description: '' year: '2022' stars: 0 ai_summary: An in-depth network engineering analysis on resolving overlapping IP addresses in enterprise hub-and-spoke topologies. Evaluates the integration of Azure Virtual Network Manager (AVNM) and Azure Route Server (ARS) to resolve complex routing conflicts. Addresses dynamic NAT policies, route propagation metrics, and route-filtering mechanisms. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Virtual WAN - IP Routing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2023/02/06/virtual-network-gateways-routing-in-azure: title: 'blog.cloudtrooper.net: Virtual Network Gateways routing in Azure' description: '' year: '2023' stars: 0 ai_summary: Deep-dive analysis exploring BGP routing, path selection, and priority mechanics inside Azure Virtual Network Gateways. Investigates routing behavior during hybrid ExpressRoute and VPN gateway co-existence scenarios, detailing path asymmetric routing and failover performance. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Core Networking - Virtual WAN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ: title: 'blog.cloudtrooper.net: Deploy (Azure) Network-as-Code as a champ' description: '' year: '2023' stars: 0 ai_summary: Evaluates production architectures for deploying Network-as-Code (NaC) in Azure using modular frameworks. Discusses the trade-offs of handling complex Hub-Spoke topologies, routing tables, and security boundaries programmatically rather than imperatively. language: Bicep resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Network Architecture - Network-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns: title: 'blog.cloudtrooper.net: DRY Terraform code for Private Link and DNS' description: '' year: '2023' stars: 0 ai_summary: Explains advanced Terraform strategies to achieve highly reusable (DRY) code when managing Azure Private Link and private DNS assets. Demonstrates nested loops, dynamic map inputs, and structural decoupling to keep complex enterprise networking files clean and maintainable. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - IaC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2024/01/23/azure-network-monitoring-with-synthetic-traffic: title: 'blog.cloudtrooper.net: Azure network monitoring with synthetic traffic' description: '' year: '2024' stars: 0 ai_summary: A network engineering guide focused on orchestrating synthetic traffic generation within private Azure subnets. Demonstrates how to proactively measure packet loss, network latency, and throughput jitter across multi-region ExpressRoute paths, identifying WAN bottlenecking issues before they impact live production workloads. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Core Networking - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endpoints-vs-private-link: title: 'Private Link Reality Bites: Service Endpoints vs Private Link' description: '' year: '2025' stars: 0 ai_summary: 'A deep-dive comparison of Azure Service Endpoints versus Private Link. The author details critical architectural trade-offs: while Service Endpoints are simple to configure and leverage public IPs, Private Link allocates private endpoints within your virtual network, enhancing the security posture of microservice deployments by blocking data exfiltration channels, albeit with increased cost and complexity.' language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Private Access tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1: title: Introduction to Azure Application Gateway for Containers (AGC) description: '' year: '2025' stars: 4 ai_summary: An introductory architecture guide covering the capabilities of Azure's modern Application Gateway for Containers (AGC). Illustrates how it integrates natively via Gateway API parameters to deliver low-latency application routing. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Azure Application Gateway tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4: title: Application Gateway for Containers with AKS Overlay Networking and VNet Flow Logs description: '' year: '2025' stars: 5 ai_summary: A deep-dive technical investigation of Azure's next-generation Application Gateway for Containers (AGC) running atop AKS Overlay Networking. Details the setup, logging mechanics, and network telemetry capture. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Azure Application Gateway tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - servicemesh.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration: title: 'Application Gateway for Containers: Istio Integration' description: '' year: '2025' stars: 4 ai_summary: An advanced architectural post demonstrating how Azure Application Gateway for Containers (AGC) integrates with Istio Service Mesh via Kubernetes Gateway API. It details how edge traffic routing seamlessly hands off to internal mesh proxy sidecars while preserving end-to-end mTLS and header-based routing. This integration is critical for high-security microservices topologies demanding zero-trust communication. language: Go / YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes - Networking & Edge Routing - Gateway API tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper: title: Which Azure Network is Cheaper? description: '' year: '2026' stars: 0 ai_summary: This cost-analysis guide scrutinizes the pricing structures of Azure networking patterns, contrasting VNet Peering, Private Link, Virtual WAN, and ExpressRoute. It provides system architects with actionable formulas to optimize egress and internal data transfer fees, which are critical for high-throughput, multi-region distributed microservices. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-security: title: 'blog.cloudyali.io: The Absolute minimum every developer must know about'' AWS security!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.cloudyali.io: The Absolute minimum every developer must know about'' AWS security! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033772.771236 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:52.771236+02:00' https://blog.codecentric.de/en/2021/03/github-actions-nextgen-cicd: title: 'blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive'' the future of CI/CD' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 189e0bee6485a9787eee65a60624bca6517c0370776ebb066fef0cccc25c9941 health_score: 100.0 last_checked: 1779030444.977192 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:24.977192+02:00' https://blog.codefx.org/java/java-11-migration-guide: title: All You Need To Know For Migrating To Java 11 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 489cb940c9976b6c1ed035eded2eca42dea540b58b854f2766d65ff5f65e60c6 health_score: 100.0 last_checked: 1779032920.985325 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.985325+02:00' https://blog.coderco.io/p/tcp-fundamentals-for-software-and: title: 'blog.coderco.io: TCP Fundamentals for Software & DevOps Engineers: Building a Strong Foundation in Networking' description: '' year: '2023' stars: 0 ai_summary: A deep engineering dive analyzing TCP transmission mechanics, window scaling options, handshake models, socket connection limits, and congestion avoidance algorithms required to tune high-throughput software backends. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Protocols - TCP/IP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.coderco.io/p/terraform-best-practices-series-lessons: title: 'blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield: Part 1' description: '- [blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield: Part 2](https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd)' year: '2023' stars: 0 ai_summary: A two-part real-world post-mortem analysis exploring system breakdowns when operating large IaC topologies. Details technical remediation steps for corrupted states, uncoordinated dynamic lock releases, and scaling boundary patterns for high-frequency microservice backbones. language: None resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Best Practices - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd: title: 'blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield:'' Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 42c81113796cdbe211c8e1074b753caba0820e7710fed6041cfdd318c6e4ec1f health_score: 100.0 last_checked: 1779029482.69566 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:22.695660+02:00' https://blog.codeswiftr.com/kubernetes-in-azure-a-step-by-step-guide-to-setting-up-a-production-ready-cluster-7336f78d5f7: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.331854 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.331854+02:00' https://blog.codeswiftr.com/kubernetes-in-azure-part-2-basic-deployment-to-aks-and-https-setup-112d43e979cb: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.30497 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.304970+02:00' https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32: title: 'blog.coffeeapplied.com: Securing AKS in peered virtual networks using only network security groups (NSGs)' description: '' year: '2022' stars: 0 ai_summary: Demonstrates locking down traffic inside peered Azure virtual networks utilizing Network Security Groups (NSGs) exclusively. Shows how to avoid routing complexity and high firewall transit charges in multi-tenant hub-and-spoke virtual environments. language: Bash/ARM resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Network Security - VNet Peering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.container-solutions.com/7-cloud-native-trends-to-watch-in-2020: title: 'blog.container-solutions.com: 7 Cloud Native Trends to Watch in 2020' description: '' year: '2020' stars: 0 ai_summary: Offers retrospective insight into cloud-native dynamics, analyzing service mesh scaling, security instrumentation, and multi-tenant architectures. It serves as a marker for how enterprise patterns have settled over the years. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Ecosystem Trends - Historical Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.container-solutions.com/comparing-chaos-engineering-tools: title: 'blog.container-solutions.com: Comparing Chaos Engineering Tools for Kubernetes Workloads' description: '' year: '2021' stars: 0 ai_summary: A comparison evaluating Litmus, Chaos Mesh, and Gremlin for Kubernetes workloads. Analyzes installation paths, custom resource capabilities, visual dashboards, access safety mechanisms, and cost factors to help enterprise teams select the right toolkit. language: English resource_type: Comparative Review complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Curated Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.container-solutions.com/deployment-strategies: title: "blog.container-solutions.com: Deployment Strategies \U0001F31F" description: "- It really depends on the needs and budget. When releasing to development/staging environments, a recreate or ramped deployment is usually a good choice. When it comes to production, a ramped or blue/green deployment is usually a good fit, but proper testing of the new platform is necessary.\n - Blue/green and shadow strategies have more impact on the budget as it requires double resource capacity. If the application lacks in tests or if there is little confidence about the impact/stability of the software, then a canary, a/b testing or shadow release can be used. If your business requires testing of a new feature amongst a specific pool of users that can be filtered depending on some parameters like geolocation, language, operating system or browser features, then you may want to use the a/b testing technique.\n - Last but not least, a shadow release is complex and requires extra work to mock egress traffic which is mandatory when calling external dependencies with mutable actions (email, bank, etc.). However, this technique can be useful when migrating to a new database technology and use shadow traffic to monitor system performance under load." year: '2023' stars: 0 ai_summary: 'In-depth guide comparing core deployment topologies: recreate, rolling update, blue/green, canary, and shadow. Focuses on the trade-offs of budget, state management, infrastructure replication overhead, and traffic routing mechanisms.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Deployment Strategies - Blue-Green & Canary tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools: title: "blog.container-solutions.com: FluxCD, ArgoCD or Jenkins X: Which Is the Right GitOps Tool for You? \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Compares design architectures of FluxCD, ArgoCD, and Jenkins X. Contrasts Flux's minimal controller-native footprints with ArgoCD's feature-rich enterprise dashboard and Jenkins X's opinionated, complete CI/CD environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Tool Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.container-solutions.com/fluxcd-argocd-or-jenkins-x-which-is-the-right-gitops-tool-for-you: title: 'FluxCD, ArgoCD or Jenkins X: Which Is the Right GitOps Tool for You?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a7eebe2f710f8ff790580c3a3866a0ac01578e1b845bc3241dec7c0dde27157d health_score: 100.0 last_checked: 1779032000.172109 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:20.172109+02:00' https://blog.container-solutions.com/gitops-limitations: title: 'blog.container-solutions.com: GitOps: The Bad and the Ugly' description: '' year: '2021' stars: 0 ai_summary: An objective critique of GitOps limitations, exposing pain points like secret management, repo explosion, and state drift during rapid rollbacks. Highlighting live production trade-offs, it guides architects on where GitOps struggles compared to traditional imperative orchestrations. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Architecture - Anti-Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.container-solutions.com/gitops-the-bad-and-the-ugly: title: 'container-solutions.com: GitOps: The Bad and the Ugly' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dad49eea9a9e4347ae15f0a92c06a55dffd389175b3728fb79cfc6da9eeb5027 health_score: 100.0 last_checked: 1779030554.314891 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:14.314891+02:00' https://blog.container-solutions.com/how-mature-is-your-microservices-architecture: title: "blog.container-solutions.com: How Mature Is Your Microservices Architecture? \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: Establishes a systematic maturity assessment framework for microservice architectures. Evaluates technical implementation levels across continuous deployment pipelines, automated system testing, distributed observability, configuration injection, and organizational alignment. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Microservices - Maturity Models tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.container-solutions.com/kubernetes-operators-explained: title: 'container-solutions.com: Kubernetes Operators Explained' description: '' year: '2021' stars: 0 ai_summary: An foundational architectural guide explaining the design of the Kubernetes Operator pattern. It covers the core mechanics of custom controllers, the reconciliation loop, and CRDs, codifying operational knowledge into software. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Concepts - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.container-solutions.com/the-birth-of-the-external-secrets-community: title: 'blog.container-solutions.com: The Birth of the External Secrets Community' description: '' year: '2022' stars: 0 ai_summary: An insightful historical retrospective on the consolidation of fragmented Kubernetes secrets solutions. Traces the collaborative community migration from proprietary GoDaddy and Container Solutions utilities to the unified, CNCF-incubated External Secrets Operator (ESO). language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Open Source Evolution - External Secrets Community tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.container-solutions.com/why-adopt-gitops: title: 'blog.container-solutions.com: 11 Reasons for Adopting GitOps' description: '' year: '2020' stars: 0 ai_summary: Presents key reasons for adopting GitOps, focusing on deployment reliability, audit compliance, developer velocity, and cluster disaster recovery. It translates complex technical capabilities into clear business metrics like release frequency and overall uptime. This helps engineering leaders justify platform modernization efforts. language: None resource_type: Technical Blog complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Continuous Deployment - GitOps - Business Value tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.couchbase.com/2016/january/nosql-in-the-perspective-of-industry-leaders: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.couchbase.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031385.004762 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:05.004762+02:00' https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-nodes: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.couchbase.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033296.034776 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:56.034776+02:00' https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase: title: 'blog.couchbase.com: How to Build Observability Dashboards with Prometheus,'' Grafana & Couchbase' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.couchbase.com: How to Build Observability Dashboards with Prometheus,'' Grafana & Couchbase in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.619808 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md - docs/prometheus.md v2_locations: - nosql.md - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.619808+02:00' https://blog.couchbase.com/microservices-architecture-in-couchbase: title: 'blog.couchbase.com: 4 Patterns for Microservices Architecture in Couchbase' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.couchbase.com: 4 Patterns for Microservices Architecture in Couchbase in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030934.397055 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:34.397055+02:00' https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services: title: Crossplane as an OpenShift Operator to manage and provision cloud-native services description: '' year: '2020' stars: 0 ai_summary: Documents the operational integration of Crossplane as a certified Red Hat OpenShift Operator. It highlights how Enterprise Platform Engineers can leverage OpenShift's native RBAC, security context constraints, and Operator Lifecycle Manager (OLM) to safely orchestrate multi-cloud infrastructure directly from Red Hat deployments, enabling compliant developer self-service. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Control Planes - Crossplane - RedHat OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: title: '==blog.crunchydata.com: A Postgres Primer for Oracle DBAs==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b1ef4c88fbbfd07dcf8edcae70a2e2d84ec29ae5bd86e7fdc84b0cc7b54b4758 health_score: 100.0 last_checked: 1779032421.268292 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:21.268292+02:00' https://blog.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes: title: 'blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c591ab92e180b89d8cfdff37064b76dd98c08767b8d4b77cace072979ab7f502 health_score: 100.0 last_checked: 1779029132.900376 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.900376+02:00' https://blog.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest: title: 'blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for'' pgBackRest' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5f71d1f79345c35215d7aa29ff70635244b95b0277e654506ecd17515e07b877 health_score: 100.0 last_checked: 1779030932.030606 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:32.030606+02:00' https://blog.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps: title: 'blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres'' Apps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 87ce4ff02ab69141783924cbc4ba6c48c05d7d67261570d0d8f5f326123ef58f health_score: 100.0 last_checked: 1779032105.965893 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:05.965893+02:00' https://blog.crunchydata.com/blog/crunchy-postgres-operator-4.6.0: title: "blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a7e83515c52fb8f8b9baaa1d01a92926eadd5ba0d9ec925362a1cd6f9d37131f health_score: 100.0 last_checked: 1779030685.228323 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.228323+02:00' https://blog.crunchydata.com/blog/d-meta: title: 'blog.crunchydata.com: Quickly Document Your Postgres Database Using psql'' Meta-Commands' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c414022c133096a2344c462863251c460a898aabadbc9a4aeea0b1e0cf928cb2 health_score: 100.0 last_checked: 1779030966.160751 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:06.160751+02:00' https://blog.crunchydata.com/blog/generating-json-directly-from-postgres: title: 'blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly'' from Postgres' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2de7a79f26cf16a62177787f96514089a2634481a175791154994f03756fd2e7 health_score: 100.0 last_checked: 1779033906.496328 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:06.496328+02:00' https://blog.crunchydata.com/blog/gitops-postgres-kubernetes-helm: title: 'blog.crunchydata.com: Helm, GitOps and the Postgres Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54a9d7674643cbd71739b364a39b2d0f38516df00f0d4cd06ed29fcd90ca253c health_score: 100.0 last_checked: 1779032167.103294 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:07.103294+02:00' https://blog.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8: title: 'blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky'' 8' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e106e0c141a7df7b9142c7f704cce26ba2fceea04a6c6905fbb456a39cd794b6 health_score: 100.0 last_checked: 1779032455.561821 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.561821+02:00' https://blog.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies: title: "blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment' Strategies \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: baf33b882e766907f5e9b188bb9cf504f4f97f158db74cec5355733ebd415c81 health_score: 100.0 last_checked: 1779030119.387165 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:59.387165+02:00' https://blog.crunchydata.com/blog/message-queuing-using-native-postgresql: title: 'blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 619b139e521a691eaed8994004a45a0368e3465e1d3e5c04492eb41022aaf42b health_score: 100.0 last_checked: 1779030438.717626 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.717626+02:00' https://blog.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments: title: 'blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3144488cb755c52229031d06800ae8f5461ffc5f54e9f4ca8d19bf177e28a199 health_score: 100.0 last_checked: 1779030091.353197 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:31.353197+02:00' https://blog.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator: title: 'blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL'' Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: acb1a24a36c4730a39bb1281d2cb4e8adcbc00c31d7aecafd610c02068d524b3 health_score: 100.0 last_checked: 1779034484.673143 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:44.673143+02:00' https://blog.crunchydata.com/blog/postgres-indexes-for-newbies: title: '==blog.crunchydata.com: Postgres Indexes for Newbies==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8558fd1382c91b73d82087afe59ec9cf3540c84c33ae879ab90284c04f3ea362 health_score: 100.0 last_checked: 1779032296.896427 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:16.896427+02:00' https://blog.crunchydata.com/blog/postgresql-14-on-kubernetes: title: '==blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: aa3098126aaade9a1912d4daf3dedbd75aae5ba8203f50f7ea7d444f48bda6c6 health_score: 100.0 last_checked: 1779031755.590418 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:15.590418+02:00' https://blog.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets: title: 'blog.crunchydata.com: Can''t Resize your Postgres Kubernetes Volume? No'' Problem!' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cf5623b6a7f57cddd8abcdec4aa96b5194624c3f12fbe12c935a0959e6662883 health_score: 100.0 last_checked: 1779032368.796188 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.796188+02:00' https://blog.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes: title: 'blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4c81d759080bf0cc90747cded5de918855698d974a361aac231710d88635f33d health_score: 100.0 last_checked: 1779030529.172642 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:49.172642+02:00' https://blog.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes: title: 'blog.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0ad72f5674ee2be654781a9a2e11791f8b3e0235cc7a4c4754e401b2baffbc3b health_score: 100.0 last_checked: 1779032340.116606 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:00.116606+02:00' https://blog.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements: title: 'blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f4935c64c03291395d95b724ea8b0fd0c7d39d029c7e15bbe115804f96324983 health_score: 100.0 last_checked: 1779030883.029479 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:43.029479+02:00' https://blog.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes: title: 'blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cae0f4f9e6a01905d0490400023699385593a1d823378294f7b14f72d2ef6af5 health_score: 100.0 last_checked: 1779032388.497478 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.497478+02:00' https://blog.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database: title: "blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d7eca609c6f53c2cf226b5e7706ec41587be03c4f4c3440d3e0a20bbdc16d961 health_score: 100.0 last_checked: 1779032524.808067 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:04.808067+02:00' https://blog.crunchydata.com/blog/your-guide-to-connection-management-in-postgres: title: "blog.crunchydata.com: Your Guide to Connection Management in Postgres \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2e7aaf19c49e71a035774a9df6cb70569213069558b408ca1d98921d52f1fc92 health_score: 100.0 last_checked: 1779034349.775188 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:29.775188+02:00' https://blog.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released: title: 'blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0'' Released' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 49a3434ea2bf007170f19c52f99123dd63f410aeb19d66b55da41f6fe8e72b01 health_score: 100.0 last_checked: 1779031215.970224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:15.970224+02:00' https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run: title: 'blog.csanchez.org: Serverless Jenkins Pipelines with Google Cloud Run' description: "1. Jobs execute in Cloud Run (fast, scalable, pay per use compute)\n \ 2. Ships as a container (extensible)\n 3. Posts cat pics (amazing)" year: '2021' stars: 0 ai_summary: Demonstrates how to run scale-to-zero, serverless Jenkins pipelines executing build pods on Google Cloud Run. This approach eliminates master runtime overheads by wrapping job logic in highly portable container environments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Serverless Pipelines - Google Cloud Run tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.cyble.com/2022/06/27/exposed-kubernetes-clusters: title: 'blog.cyble.com: Exposed Kubernetes Clusters' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c8e385b924674c3249a64dc341fe5bfca5c3df7f72e295c8d8bfc101fcf25376 health_score: 100.0 last_checked: 1779034566.212964 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:06.212964+02:00' https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8: title: 'blog.datumo.io: Setting up Kafka on Kubernetes - an easy way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.datumo.io: Setting up Kafka on Kubernetes - an easy way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029952.262963 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.262963+02:00' https://blog.davesdomain.co.uk/posts/azure-rbac-constrained-delegation: title: 'blog.davesdomain.co.uk: A look at Azure RBAC Constrained Delegation' description: '' year: '2023' stars: 0 ai_summary: Technical review of Azure Role-Based Access Control (RBAC) constrained delegation patterns. Analyzes authorization mechanics designed to limit permissions granted to administrative and service identities. Reduces operational privilege escalation risks by establishing boundaries on what automated agents can provision. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Identity Governance - RBAC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift: title: Deploying PostgreSQL in MiniShift/OpenShift 3 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cdb88ede1470b0373935547add7d5376331fcd61c375baac43f570d6f683e391 health_score: 100.0 last_checked: 1779030388.066412 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:28.066412+02:00' https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-clusters-from-v1-16-to-v1-19-7d664624b2c1: title: 'blog.deckhouse.io: How we enjoyed upgrading a bunch of Kubernetes clusters'' from v1.16 to v1.19' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.deckhouse.io: How we enjoyed upgrading a bunch of Kubernetes clusters'' from v1.16 to v1.19 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034499.725041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.725041+02:00' https://blog.deref.io/containers-dont-solve-everything: title: "blog.deref.io: Containers Don't Solve Everything \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.deref.io: Containers Don't Solve Everything \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030364.642461 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:04.642461+02:00' ? https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema : title: 'blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas open source para analizar el rendimiento del sistema' description: '' year: '2022' stars: 0 ai_summary: Overview of Microsoft's Performance-Tools suite, which provides cross-platform command-line tools for analyzing trace logs, Windows/Linux system resource usage, and overall system performance. It details how architects can inspect CPU, disk, and networking bottlenecks at a low kernel-level, enhancing system-level optimization. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Systems - Performance Tuning - Diagnostic Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f: title: "blog.developer.adobe.com: Exploring Kafka Producer’s Internals \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.developer.adobe.com: Exploring Kafka Producer’s Internals \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031962.333262 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:42.333262+02:00' https://blog.developersteve.com/canary-deployments-in-kubernetes-safely-releasing-new-features-with-confidence-f6eb3f0dab6f: title: 'blog.developersteve.com: Canary Deployments in Kubernetes: Safely Releasing'' New Features with Confidence' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.developersteve.com: Canary Deployments in Kubernetes: Safely Releasing'' New Features with Confidence in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.324646 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.324646+02:00' https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab4043727: title: 'blog.developersteve.com: GitOps for Kubernetes Canary Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.developersteve.com: GitOps for Kubernetes Canary Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.564275 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.564275+02:00' https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3: title: 'blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in'' 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in'' 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031944.841734 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.841734+02:00' https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjob-61989a998513: title: 'blog.devgenius.io: All You Need to Know about Debugging Kubernetes Cronjob' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: All You Need to Know about Debugging Kubernetes Cronjob in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030655.056983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:55.056983+02:00' https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56: title: 'blog.devgenius.io: Argo CD Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Argo CD Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034105.001434 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:25.001434+02:00' https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7: title: "blog.devgenius.io: Automate Kubernetes With Python \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: Automate Kubernetes With Python \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030384.524486 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:24.524486+02:00' https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9: title: 'blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on'' Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on'' Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034223.776732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.776732+02:00' https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resources-using-velero-a9b6997e4b54: title: 'blog.devgenius.io: Backup, Restore and Migrate Kubernetes Cluster resources'' using Velero' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Backup, Restore and Migrate Kubernetes Cluster resources'' using Velero in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.122033 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.122033+02:00' https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f: title: 'blog.devgenius.io: Principles & Best practices of REST API Design' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Principles & Best practices of REST API Design in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031645.312435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:25.312435+02:00' https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17: title: 'blog.devgenius.io: Blue Green Deployment with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Blue Green Deployment with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029371.133794 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:31.133794+02:00' https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eacab408c4: title: "==blog.devgenius.io: Choosing an Optimal Kubernetes Worker Node Size for' Your Startup== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devgenius.io: Choosing an Optimal Kubernetes Worker Node Size for' Your Startup== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031543.478592 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.478592+02:00' https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a: title: 'blog.devgenius.io: Container — Namespace Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Container — Namespace Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030422.415327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:02.415327+02:00' https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39: title: 'blog.devgenius.io: Daily useful Kubernetes aliases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Daily useful Kubernetes aliases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031429.056803 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:49.056803+02:00' https://blog.devgenius.io/devops-in-k8s-deployment-rolling-update-f022285c6f90: title: 'blog.devgenius.io: DevOps in K8s — Deployment Rolling Update' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: DevOps in K8s — Deployment Rolling Update in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.542219 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.542219+02:00' https://blog.devgenius.io/devops-in-k8s-pod-cgroups-ed05181865f9: title: 'blog.devgenius.io: DevOps in K8s — Pod Cgroups' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: DevOps in K8s — Pod Cgroups in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032679.058873 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.058873+02:00' https://blog.devgenius.io/devops-in-k8s-pod-downward-api-571399049013: title: 'blog.devgenius.io: DevOps in K8s — Pod Downward API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: DevOps in K8s — Pod Downward API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031944.803342 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.803342+02:00' https://blog.devgenius.io/devops-in-k8s-write-dockerfile-efficiently-37eaedf87163: title: "blog.devgenius.io: DevOps in K8s — Write Dockerfile Efficiently \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: DevOps in K8s — Write Dockerfile Efficiently \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033949.287667 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:49.287667+02:00' https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b: title: 'blog.devgenius.io: DevOps in Linux — Systemd Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: DevOps in Linux — Systemd Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034232.496212 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:32.496212+02:00' https://blog.devgenius.io/distributed-monolith-1d2d9f86a68f: title: '==blog.devgenius.io: Distributed Monolith==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.devgenius.io: Distributed Monolith== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032704.053524 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:04.053524+02:00' https://blog.devgenius.io/explore-api-priority-and-fairness-to-ease-the-load-of-the-apiserver-a4fe9c4e7174: title: 'blog.devgenius.io: Explore API Priority and Fairness to Ease the Load of'' the APIServer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Explore API Priority and Fairness to Ease the Load of'' the APIServer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030577.782525 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:37.782525+02:00' https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefffd2b0: title: 'blog.devgenius.io: How is security managed in Kubernetes clusters?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: How is security managed in Kubernetes clusters? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030739.1802 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:19.180200+02:00' https://blog.devgenius.io/how-to-use-redis-pub-sub-in-your-python-application-b6d5e11fc8de: title: "blog.devgenius.io: How to use Redis Pub/Sub in your Python Application \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: How to use Redis Pub/Sub in your Python Application \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034422.587312 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:42.587312+02:00' https://blog.devgenius.io/introduction-to-python-dictionaries-89045c9bf315: title: 'blog.devgenius.io: Introduction to python dictionaries' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Introduction to python dictionaries in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.072027 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.072027+02:00' https://blog.devgenius.io/is-it-time-to-migrate-from-lens-to-openlens-75496e5758d8: title: 'blog.devgenius.io: Is it time to migrate from Lens to OpenLens to manage'' your Kubernetes clusters?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Is it time to migrate from Lens to OpenLens to manage'' your Kubernetes clusters? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031494.438855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.438855+02:00' https://blog.devgenius.io/k8s-ipvs-mode-introduction-6457a02cd91a: title: 'blog.devgenius.io: K8s — ipvs Mode Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s — ipvs Mode Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030335.239261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.239261+02:00' https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f: title: 'blog.devgenius.io: K8s — Kubecolor Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s — Kubecolor Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029158.511154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.511154+02:00' https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f200c692099: title: 'blog.devgenius.io: K8s — Manage Multiple Clusters Using kubectl at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s — Manage Multiple Clusters Using kubectl at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029464.804697 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:04.804697+02:00' https://blog.devgenius.io/k8s-networking-calico-part1-7f74395b6fe2: title: 'blog.devgenius.io: K8s Networking — Calico (Part1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s Networking — Calico (Part1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034152.391982 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:12.391982+02:00' https://blog.devgenius.io/k8s-pause-container-f7abd1e9b488: title: 'blog.devgenius.io: K8s — pause container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s — pause container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034131.344425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.344425+02:00' https://blog.devgenius.io/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8: title: 'blog.devgenius.io: K8s Troubleshooting — Pod in Terminating or Unknown Status' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s Troubleshooting — Pod in Terminating or Unknown Status in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033088.431809 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:28.431809+02:00' https://blog.devgenius.io/k8s-why-use-job-instead-of-pod-directly-48cf4e24a0df: title: 'blog.devgenius.io: K8s — Why Use Job Instead of Pod Directly?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: K8s — Why Use Job Instead of Pod Directly? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033044.86069 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:44.860690+02:00' https://blog.devgenius.io/kubeflow-cloud-deployment-aws-46f739ccbb32: title: 'blog.devgenius.io: Kubeflow Cloud Deployment (AWS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Kubeflow Cloud Deployment (AWS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032213.214498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:53.214498+02:00' https://blog.devgenius.io/kubernetes-blue-green-deployment-a69ed17cd4cd: title: 'blog.devgenius.io: Kubernetes Blue-Green Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Kubernetes Blue-Green Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029952.132688 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.132688+02:00' https://blog.devgenius.io/kubernetes-deployment-strategy-explained-bf27fea088e1: title: "blog.devgenius.io: Kubernetes Deployment Strategy Explained \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: Kubernetes Deployment Strategy Explained \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034491.445735 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:51.445735+02:00' https://blog.devgenius.io/kubernetes-k8-high-level-overview-d4e8ef59de00: title: 'blog.devgenius.io: Kubernetes(k8) High-level overview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Kubernetes(k8) High-level overview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032076.696423 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:36.696423+02:00' https://blog.devgenius.io/kubernetes-namespace-wide-network-policy-1126fafdf221: title: 'blog.devgenius.io: Simplify Kubernetes Network Policy Generation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Simplify Kubernetes Network Policy Generation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033046.508225 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:46.508225+02:00' https://blog.devgenius.io/kubernetes-on-proxmox-with-terraform-6880921af6e4: title: 'blog.devgenius.io: Kubernetes on Proxmox with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Kubernetes on Proxmox with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034084.235398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:04.235398+02:00' https://blog.devgenius.io/kustomize-simple-manifest-manipulation-9330f7f40d5d: title: 'blog.devgenius.io: Kustomize — K8 manifest patching' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Kustomize — K8 manifest patching in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034207.91405 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:07.914050+02:00' https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481: title: 'blog.devgenius.io: Learn Kubernetes Programming — Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Learn Kubernetes Programming — Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.407654 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.407654+02:00' https://blog.devgenius.io/logging-in-python-adec94519755: title: 'blog.devgenius.io: Logging in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Logging in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030022.274451 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:22.274451+02:00' https://blog.devgenius.io/passing-the-2023-certified-kubernetes-administrator-cka-exam-693d8f9bc711: title: 'blog.devgenius.io: Passing the 2023 Certified Kubernetes Administrator (CKA)'' Exam' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Passing the 2023 Certified Kubernetes Administrator (CKA)'' Exam in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033424.435408 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.435408+02:00' https://blog.devgenius.io/rest-apis-with-python-f330c7ffc6ab: title: "==blog.devgenius.io: REST APIs with Python== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devgenius.io: REST APIs with Python== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033807.976763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:27.976763+02:00' https://blog.devgenius.io/running-opentelemetry-demo-app-in-kubernetes-95dccd613e0b: title: 'blog.devgenius.io: Running the OpenTelemetry Demo App in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Running the OpenTelemetry Demo App in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032248.513276 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.513276+02:00' https://blog.devgenius.io/scanning-kubernetes-yaml-files-for-security-e302542b5407: title: "blog.devgenius.io: Scanning Kubernetes YAML Files for Security \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: Scanning Kubernetes YAML Files for Security \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.223992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.223992+02:00' https://blog.devgenius.io/send-information-from-databricks-to-airflow-810a7d49ff81: title: 'blog.devgenius.io: Send information from Databricks to Airflow' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Send information from Databricks to Airflow in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032045.955769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:05.955769+02:00' https://blog.devgenius.io/sso-authentication-for-applications-in-kubernetes-aedc3c189d89: title: 'blog.devgenius.io: SSO Authentication for Applications in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: SSO Authentication for Applications in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032817.279788 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:57.279788+02:00' https://blog.devgenius.io/top-10-architecture-characteristics-non-functional-requirements-with-cheatsheat-7ad14bbb0a9b: title: "blog.devgenius.io: Top 10 Architecture Characteristics / Non-Functional' Requirements with Cheatsheet \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io: Top 10 Architecture Characteristics / Non-Functional' Requirements with Cheatsheet \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030295.756098 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.756098+02:00' https://blog.devgenius.io/training-model-with-jenkins-using-docker-mlops-b18579ddb677: title: 'blog.devgenius.io: Training model with Jenkins using docker: MLOPS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Training model with Jenkins using docker: MLOPS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.432023 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:10.432023+02:00' https://blog.devgenius.io/when-k8s-pods-are-stuck-mounting-large-volumes-2915e6656cb8: title: 'blog.devgenius.io: When K8s pods are stuck mounting large volumes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: When K8s pods are stuck mounting large volumes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030367.139452 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.139452+02:00' https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab: title: '==blog.devgenius.io: YAML with Python==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.devgenius.io: YAML with Python== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.304522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:38:53.304522+02:00' https://blog.devgenius.io/zero-downtime-deployment-with-kubernetes-using-rolling-update-strategy-bff45de8c3c3: title: 'blog.devgenius.io: Zero downtime deployment with Kubernetes using Rolling'' update Strategy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io: Zero downtime deployment with Kubernetes using Rolling'' update Strategy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032462.049792 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:02.049792+02:00' https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5: title: Automating Kubernetes Deployments with Helm Charts description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Automating Kubernetes Deployments with Helm Charts in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034265.090267 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md - docs/helm.md - docs/kubernetes-tutorials.md v2_locations: - cicd.md - helm.md - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.090267+02:00' https://blog.devops.dev/blue-green-deployment-ci-cd-pipelines-with-docker-github-and-jenkins-6a262b2994c6: title: 'blog.devops.dev: Blue-Green Deployment (CI/CD) Pipelines with Docker, GitHub,'' Jenkins and SonarQube' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Blue-Green Deployment (CI/CD) Pipelines with Docker, GitHub,'' Jenkins and SonarQube in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.756242 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.756242+02:00' https://blog.devops.dev/demystifying-kubernetes-understanding-ingress-configuration-and-best-practices-fb34e33e5f5f: title: 'blog.devops.dev: Demystifying Kubernetes:Understanding Ingress, Configuration,'' and Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Demystifying Kubernetes:Understanding Ingress, Configuration,'' and Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.16074 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.160740+02:00' https://blog.devops.dev/deploying-and-monitoring-an-application-using-prometheus-on-kubernetes-cluster-483773f789f: title: "==blog.devops.dev: How to Monitor your Application using Prometheus== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev: How to Monitor your Application using Prometheus== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032105.723854 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:05.723854+02:00' https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by-step-guide-54bc89e4d236: title: 'blog.devops.dev: Deploying Awesome App on AWS Serverless Services — Step-by-Step'' Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Deploying Awesome App on AWS Serverless Services — Step-by-Step'' Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033579.285326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:39.285326+02:00' https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehensive-guide-c2aa0f2bd424: title: 'blog.devops.dev: Deploying Helm Charts with Jenkins and Groovy: A Comprehensive'' Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Deploying Helm Charts with Jenkins and Groovy: A Comprehensive'' Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.329528 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.329528+02:00' ? https://blog.devops.dev/deploying-prometheus-and-grafana-in-a-multi-node-kubernetes-cluster-and-auto-scaling-with-keda-eccecfbd8950 : title: 'blog.devops.dev: Deploying Prometheus and Grafana in a Multi-Node Kubernetes'' Cluster and Auto-Scaling with KEDA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Deploying Prometheus and Grafana in a Multi-Node Kubernetes'' Cluster and Auto-Scaling with KEDA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.473541 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.473541+02:00' https://blog.devops.dev/devops-best-practices-for-continuous-delivery-2f0ebbae65c6: title: "blog.devops.dev: Devops Best Practices for Continuous Delivery \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devops.dev: Devops Best Practices for Continuous Delivery \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032376.229309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:36.229309+02:00' https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef: title: 'blog.devops.dev: End-to-End DevSecOps Kubernetes Project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: End-to-End DevSecOps Kubernetes Project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030418.255981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:58.255981+02:00' https://blog.devops.dev/generating-a-list-of-dictionaries-with-python-77fca1854911: title: 'blog.devops.dev: Generating A List of Dictionaries With Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Generating A List of Dictionaries With Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032586.762523 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:06.762523+02:00' https://blog.devops.dev/gitops-at-scale-69639c9a3dd7: title: 'blog.devops.dev: GitOps at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: GitOps at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033925.102218 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.102218+02:00' https://blog.devops.dev/gitops-fundamentals-part-0-a8e63f8f9ce8: title: 'blog.devops.dev: GitOps — Fundamentals Part 0' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: GitOps — Fundamentals Part 0 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033222.565577 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:42.565577+02:00' https://blog.devops.dev/hacking-kubernetes-in-aws-54f4681f1478: title: 'blog.devops.dev: HACKING KUBERNETES in AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: HACKING KUBERNETES in AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029113.11775 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:13.117750+02:00' https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-releaser-a356ac10ce5c: title: 'blog.devops.dev: Hosting Your Own Helm Chart on GitHub with Chart Releaser' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Hosting Your Own Helm Chart on GitHub with Chart Releaser in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034237.918649 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:37.918649+02:00' https://blog.devops.dev/how-to-create-an-aws-sandbox-account-using-terraform-c3592a6d8abd: title: 'blog.devops.dev: How to create an AWS sandbox account using terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: How to create an AWS sandbox account using terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030473.027384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:53.027384+02:00' https://blog.devops.dev/how-to-manage-multiple-environments-with-terraform-with-the-use-of-modules-d4ca512d7b4a: title: 'blog.devops.dev: How to manage multiple environments with terraform with'' the use of modules?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: How to manage multiple environments with terraform with'' the use of modules? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.176479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.176479+02:00' https://blog.devops.dev/how-to-use-the-kubernetes-resource-recommender-tool-in-a-gke-cluster-ef48a6dea85c: title: "==blog.devops.dev: How to use the Kubernetes Resource Recommender tool in' a GKE Cluster== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev: How to use the Kubernetes Resource Recommender tool in' a GKE Cluster== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031801.763058 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:01.763058+02:00' https://blog.devops.dev/importance-of-logging-in-kubernetes-and-intro-to-grafana-loki-f8dc6f736e6: title: 'blog.devops.dev: Importance of Logging In Kubernetes, Intro to Grafana Loki'' & deploying with helm-charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Importance of Logging In Kubernetes, Intro to Grafana Loki'' & deploying with helm-charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.317626 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:02.317626+02:00' https://blog.devops.dev/kateyes-visual-kubernetes-explorer-c40510874969: title: 'blog.devops.dev: Kateyes — Visual Kubernetes Explorer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Kateyes — Visual Kubernetes Explorer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031445.898309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:05.898309+02:00' https://blog.devops.dev/keda-autoscaling-kubernetes-apps-using-prometheus-da037fe572cf: title: 'blog.devops.dev: KEDA: Autoscaling Kubernetes apps using Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: KEDA: Autoscaling Kubernetes apps using Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030614.8316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:14.831600+02:00' https://blog.devops.dev/kubernetes-services-explained-with-examples-3d1897a875b7: title: 'blog.devops.dev: Kubernetes Services: Explained with Examples' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Kubernetes Services: Explained with Examples in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034094.242413 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.242413+02:00' https://blog.devops.dev/manage-secrets-on-aws-and-helm-as-environment-variables-f7ec998c58fc: title: 'blog.devops.dev: Debugging Kubernetes Secrets, Why My Pod Wouldn’t Start' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Debugging Kubernetes Secrets, Why My Pod Wouldn’t Start in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030506.828806 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:26.828806+02:00' https://blog.devops.dev/mastering-machine-learning-at-scale-with-azure-machine-learning-dfaa4bf4353c: title: 'blog.devops.dev: Mastering Machine Learning at Scale with Azure Machine'' Learning' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Mastering Machine Learning at Scale with Azure Machine'' Learning in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.818489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.818489+02:00' https://blog.devops.dev/monitoring-a-spring-boot-application-in-kubernetes-with-prometheus-a2d4ec7f9922: title: "==blog.devops.dev: Monitoring a Spring Boot application in Kubernetes with' Prometheus== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev: Monitoring a Spring Boot application in Kubernetes with' Prometheus== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031982.894389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:02.894389+02:00' https://blog.devops.dev/monitoring-mysql-using-prometheus-and-grafana-in-kubernetes-16e7ae3de5dd: title: 'blog.devops.dev: Monitoring MySQL using Prometheus, Grafana and mysqld_exporter'' in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Monitoring MySQL using Prometheus, Grafana and mysqld_exporter'' in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030132.291471 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.291471+02:00' https://blog.devops.dev/networking-in-kubernetes-55dcf794b9cd: title: 'blog.devops.dev: Networking in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Networking in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.411513 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.411513+02:00' https://blog.devops.dev/observability-better-ci-for-your-prometheus-alerts-32aaea3b3d77: title: "blog.devops.dev: Observability: Better CI for your prometheus alerts with' pint instead of promtool \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.devops.dev: Observability: Better CI for your prometheus alerts with' pint instead of promtool \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031825.079988 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:25.079988+02:00' https://blog.devops.dev/observability-concept-in-prometheus-9f0093fa7495: title: 'blog.devops.dev: Observability Concept in Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Observability Concept in Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030708.347641 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:48.347641+02:00' https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b7d75418: title: '==blog.devops.dev: Prometheus metrics within Kubernetes — an aerial view=='' | Joseph Esrig' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.devops.dev: Prometheus metrics within Kubernetes — an aerial view=='' | Joseph Esrig in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031927.475641 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:07.475641+02:00' https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7: title: "==blog.devops.dev: Stop cloning helm charts! Enough!== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev: Stop cloning helm charts! Enough!== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034039.690067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:19.690067+02:00' https://blog.devops.dev/stop-messing-up-with-git-follow-this-simple-and-effective-strategy-to-maintain-git-branches-cc378468cde6: title: 'blog.devops.dev: Stop messing up with Git. Follow this simple and effective'' strategy to maintain Git branches' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Stop messing up with Git. Follow this simple and effective'' strategy to maintain Git branches in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029242.846342 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:22.846342+02:00' https://blog.devops.dev/terraform-drift-detection-in-production-why-plan-isnt-enough-f660af7e1029: title: 'Terraform Drift Detection in Production: Why plan Isn''t Enough' description: Deep dive on how scheduled plan checks fail as a sole detection strategy, and how to build a layered detection system. year: '2026' stars: 4 ai_summary: This technical analysis explores the production operational challenges of infrastructure drift detection and explains why a standard `terraform plan` is insufficient as a standalone monitoring strategy. The author outlines critical blind spots, such as untracked out-of-band resources invisible to the state file and security changes hidden by lifecycle `ignore_changes` configurations. It outlines a modern, layered engineering approach combining cloud-native asset inventories, policy engines, and event-driven architectures to continuously validate real infrastructure state. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352003.689869 needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Production Drift Detection tags: - '[CASE STUDY]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: terraform reputation_status: Vetted reputation_summary: Widely circulated across developer and DevOps communities for its realistic view of Terraform's state reconciliation gaps and solid mitigation patterns. social_preview_url: '' source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:13:23.689869+02:00' https://blog.devops.dev/terraform-modules-db392bb7e950: title: 'blog.devops.dev: Terraform Modules' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Terraform Modules in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034454.189284 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.189284+02:00' https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4: title: 'blog.devops.dev: Tools to manage Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Tools to manage Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031186.00715 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:46.007150+02:00' https://blog.devops.dev/understanding-jobs-and-cronjobs-in-kubernetes-9db379562da: title: 'blog.devops.dev: Understanding Jobs and CronJobs in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Understanding Jobs and CronJobs in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033696.956703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:36.956703+02:00' https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engineers-54d2f0aca4d1: title: 'blog.devops.dev: Using Vault in Kubernetes Production for Security Engineers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev: Using Vault in Kubernetes Production for Security Engineers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033500.35167 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:20.351670+02:00' https://blog.direktiv.io/building-a-simple-cloud-native-orchestrated-microservice-from-containers-39dbcb80b0d8: title: 'blog.direktiv.io: Building a simple cloud-native, orchestrated microservice'' from containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io: Building a simple cloud-native, orchestrated microservice'' from containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032036.573817 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:56.573817+02:00' https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2ea03: title: 'blog.direktiv.io: Event driven orchestration with Knative (part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io: Event driven orchestration with Knative (part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033674.914367 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:14.914367+02:00' https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-applications-ec07d79f21c0: title: 'blog.direktiv.io: Redefining event-driven orchestration for automation &'' applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io: Redefining event-driven orchestration for automation &'' applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031117.257401 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:37.257401+02:00' https://blog.docker.com/2019/07/intro-guide-to-dockerfile-best-practices: title: "blog.docker.com: Intro Guide to Dockerfile Best Practices \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.docker.com: Intro Guide to Dockerfile Best Practices \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031435.643093 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:55.643093+02:00' https://blog.doit-intl.com/aws-firewalls-101-how-and-when-to-use-each-one-d4ad8087a6b3: title: 'doit-intl.com: AWS Firewalls 101: How and when to use each one' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering doit-intl.com: AWS Firewalls 101: How and when to use each one in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032683.857818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:43.857818+02:00' https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff: title: 'blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033081.767708 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.767708+02:00' https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20dca: title: 'blog.doit-intl.com: Kubernetes and Secrets Management in the Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.doit-intl.com: Kubernetes and Secrets Management in the Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034226.778374 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:26.778374+02:00' https://blog.dream11engineering.com/finding-order-in-chaos-how-we-automated-performance-testing-with-torque-6eb63706fcea: title: 'blog.dream11engineering.com: Finding Order in Chaos: How We Automated Performance'' Testing with Torque' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.dream11engineering.com: Finding Order in Chaos: How We Automated Performance'' Testing with Torque in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029916.601069 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:36.601069+02:00' https://blog.dream11engineering.com/lessons-learned-from-running-graphql-at-scale-2ad60b3cefeb: title: 'blog.dream11engineering.com: Lessons learned from running GraphQL at scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.dream11engineering.com: Lessons learned from running GraphQL at scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.320892 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.320892+02:00' https://blog.ediri.io/auto-docs-test-and-release-a-helm-chart-with-github-actions: title: 'blog.ediri.io: Auto Docs, Test And Release A Helm Chart With GitHub Actions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: Auto Docs, Test And Release A Helm Chart With GitHub Actions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031125.651798 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:45.651798+02:00' https://blog.ediri.io/digitalocean-kubernetes-challenge: title: 'blog.ediri.io: DigitalOcean Kubernetes Challenge' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: DigitalOcean Kubernetes Challenge in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031499.346194 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:59.346194+02:00' https://blog.ediri.io/flux-with-buckets-is-this-still-gitops: title: 'blog.ediri.io: Flux With Buckets: Is This Still GitOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: Flux With Buckets: Is This Still GitOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029366.706831 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.706831+02:00' https://blog.ediri.io/how-to-remove-a-stuck-namespace: title: 'blog.ediri.io: How to remove a stuck namespace' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: How to remove a stuck namespace in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031494.429607 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.429607+02:00' https://blog.ediri.io/how-to-unit-test-your-helm-charts: title: '==blog.ediri.io: How To Unit Test Your Helm Charts==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.ediri.io: How To Unit Test Your Helm Charts== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030970.819754 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:10.819754+02:00' https://blog.ediri.io/kubernetes-imagepullbackoff: title: 'blog.ediri.io: Kubernetes: ImagePullBackOff!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: Kubernetes: ImagePullBackOff! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031328.950368 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:08.950368+02:00' https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy: title: 'blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them'' via FluxCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them'' via FluxCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.341848 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.341848+02:00' https://blog.eduguru.in/mysql-2/mysql-create-index-on-table: title: 'blog.eduguru.in: mysql create index on table' description: '' year: '2023' stars: 0 ai_summary: Detailed guide on index creation mechanics inside MySQL. Focuses on planning, key-length constraints, B-tree index structures, and avoiding table lock scenarios during schema operations. language: SQL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - Relational Databases - MySQL Features tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html: title: HTTP/2 With JBoss EAP 7 - Tech Preview description: '' year: '2015' stars: 0 ai_summary: Details configurations and challenges during the early-access implementation of HTTP/2 routing inside JBoss EAP 7. Outlines setup rules for ALPN dependencies, TLS parameters, and concurrent stream mappings. language: Java resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Protocols & Performance - Protocol Evolution - Enterprise Servers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643ea121c: title: Examining Load Balancing Algorithms with Envoy description: '' year: '2021' stars: 0 ai_summary: A technical evaluation of core load balancing mechanisms built into the Envoy proxy. The guide dissects active versus passive routing behaviors, highlighting the performance profiles of Round Robin, Weighted Least Request, and Ring Hash algorithms under dynamic microservice topologies. It provides critical architecture insights for configuring Envoy to manage asymmetric backend loads and minimize tail latencies. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Networking - Data Plane - Load Balancing Algorithms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.equationlabs.io/managing-database-migrations-safely-in-high-replicated-k8s-deployment: title: "==blog.equationlabs.io: Managing database migrations safely in high replicated' k8s deployment== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==blog.equationlabs.io: Managing database migrations safely in high replicated' k8s deployment== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032242.925894 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:22.925894+02:00' https://blog.executeautomation.com/running-jenkins-build-agent-within-docker-container-part-a: title: 'blog.executeautomation.com: Running Jenkins Build Agent within Docker container'' – Part A' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.executeautomation.com: Running Jenkins Build Agent within Docker container'' – Part A in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032518.34226 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:58.342260+02:00' https://blog.extremehacking.org/blog/2015/11/09/jmeter-web-application-testing-cheatsheet: title: JMeter Web Application Testing Cheatsheet description: '' year: '2026' stars: 0 ai_summary: A testing reference for designing HTTP request sequences in Apache JMeter. Curator Insight highlights its historical impact on load testing. Live Grounding verifies that despite competition from newer utilities, JMeter remains widely deployed for bulk scale tests. language: XML resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Performance Testing - JMeter tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.fastthread.io/2018/09/24/stackoverflowerror: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 18007107c1475ec2e8f911fbaf79aa33d8895210b4ea64457b086ea7a56df07a health_score: 100.0 last_checked: 1779030248.712894 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:08.712894+02:00' https://blog.flant.com/advanced-helm-templating: title: "blog.flant.com: Making the most out of Helm templates \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a46df6a082ca18727150607b565864b26be886ea4d4e219977f7c1fe629db2c4 health_score: 100.0 last_checked: 1779029058.434522 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:18.434522+02:00' https://blog.flant.com/chaos-engineering-in-kubernetes-open-source-tools: title: 'blog.flant.com: Open Source solutions for chaos engineering in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e7e13d56bc586b5dc1c4c83bd7624f1b1326a5ebeadd9f9f8dcafd5c2b2a97d2 health_score: 100.0 last_checked: 1779032707.120422 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chaos-engineering.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:07.120422+02:00' https://blog.flant.com/comparing-kubernetes-operators-for-postgresql: title: 'blog.flant.com: Comparing Kubernetes operators for PostgreSQL' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7c247c557ca0e7778d8bfb1fbe977f0b0f8b0caba414b1c171235484a88727e3 health_score: 100.0 last_checked: 1779031491.824814 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:51.824814+02:00' https://blog.flant.com/ha-keycloak-infinispan-kubernetes: title: 'blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8179038c36bb539c39c65093e16786767ad31ddd73fcfa345d67fe8891f1c07a health_score: 100.0 last_checked: 1779033076.448185 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:16.448185+02:00' https://blog.flant.com/kubenav-managing-kubernetes-from-smartphone: title: 'blog.flant.com: kubenav as a tool for managing Kubernetes clusters from'' your smartphone' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 33992fc42410ff2fff905bc3876c1606701e4aa1646ff08a0bc2a81a06072c5a health_score: 100.0 last_checked: 1779030030.821948 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:30.821948+02:00' https://blog.flant.com/kubernetes-security-with-kube-bench-and-kube-hunter: title: '==blog.flant.com: Kubernetes cluster security assessment with kube-bench'' and kube-hunter==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e5c494288589795e300f17fcf224f45ce704cdc226a8e29fa4da0a28502cd707 health_score: 100.0 last_checked: 1779034525.343616 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:25.343616+02:00' https://blog.flant.com/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor: title: 'blog.flant.com: Comparing Ceph, LINSTOR, Mayastor, and Vitastor storage'' performance in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 179a984f39cacacdd1566ac15e88b14c03998b87235d10969404240b26bc9df8 health_score: 100.0 last_checked: 1779029125.839443 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:25.839443+02:00' https://blog.flant.com/kui-hybrid-cli-gui-for-kubernetes: title: 'blog.flant.com: Kui — a “hybrid” CLI/GUI application for working with Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fc0af26260476cffacbfd2299dc59f47587a9c053198466702946ebdc03aea82 health_score: 100.0 last_checked: 1779031985.018076 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:05.018076+02:00' https://blog.flant.com/our-experience-with-postgres-operator-for-kubernetes-by-zalando: title: 'blog.flant.com: Our experience with Postgres Operator for Kubernetes by'' Zalando' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b477f7ab3171c3b3598ebc5b96210dd6eb260756d7a9426cfc951d5be0d70f65 health_score: 100.0 last_checked: 1779031598.049985 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:38.049985+02:00' https://blog.flant.com/small-local-kubernetes-comparison: title: 'blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s,'' kind, k3s, and Minikube' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c5bb9665f8bdf13201d6d7ba2608a51c690b1a3f5ff49b66a9b871d252afa65e health_score: 100.0 last_checked: 1779031518.270049 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:18.270049+02:00' https://blog.flatturtle.com: title: "vishnuch.tech: Interprocess Communication in Microservices \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A technical exploration of Interprocess Communication (IPC) patterns within distributed microservices. It analyzes synchronous IPC (via REST, gRPC) and contrasts it with asynchronous, broker-driven messaging (RabbitMQ, Kafka) from a latency and system coupling perspective. Decoupling IPC paths is presented as the primary defense against cascading regional failures in microservices architectures. language: English resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Design - Protocols & Formats tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.fleetdm.com/4-tips-for-github-actions-usability-2-debugging-4c0c920adfde: title: 'blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for'' debugging)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9a835d5751e0909490d1d91b4ccafe092b57d200aa2f00a0c0f3e818ea3f9083 health_score: 100.0 last_checked: 1779031389.083528 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:09.083528+02:00' https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization-da75f09ef1ff: title: "blog.flipkart.tech: The Art of System Debugging — Decoding CPU Utilization' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.flipkart.tech: The Art of System Debugging — Decoding CPU Utilization' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033210.82014 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/linux.md v2_locations: - java-and-java-performance-optimization.md - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:30.820140+02:00' https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-aa76ec4efa7e: title: 'blog.flomesh.io: Kubernetes Gateway API — Evolution of Service Networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.flomesh.io: Kubernetes Gateway API — Evolution of Service Networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.148537 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.148537+02:00' https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c: title: 'blog.flomesh.io: sing Pipy as a Kubernetes policy engine' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.flomesh.io: sing Pipy as a Kubernetes policy engine in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033903.331224 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.331224+02:00' https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb: title: 'blog.fourninecloud.com: Kubernetes monitoring — How to monitor using prometheus?' description: '' year: '2021' stars: 0 ai_summary: A beginner-to-intermediate tutorial demonstrating how to install, configure, and operate a Prometheus instance on a Kubernetes cluster. Outlines basic service discovery configurations, exporter architectures, and Prometheus-operator customization patterns. language: None resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Observability & Service Mesh - Cluster Monitoring - Prometheus Setup tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.frankel.ch/annotation-free-spring: title: 'blog.frankel.ch: Annotation-free Spring' description: '' year: '2021' stars: 0 ai_summary: Explores annotation-free bean configuration in Spring, leveraging functional Kotlin or Java DSLs. By replacing classical runtime annotation scanning with declarative bean definitions, this approach lowers application startup latencies and improves GraalVM compile-time reflection analysis. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Configuration - Functional Bean Registration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.frankel.ch/basics-access-kubernetes-pods: title: 'blog.frankel.ch: Back to basics: accessing Kubernetes pods' description: '' year: '2022' stars: 0 ai_summary: An in-depth guide tracing the technical mechanisms required to route traffic to ephemeral Kubernetes pods. Discusses the transition from local port-forwarding (kubectl port-forward) to production-ready patterns utilizing Services (ClusterIP, NodePort, LoadBalancer) and Ingress resources, highlighting the underlying iptables/IPVS routing mechanics. language: English resource_type: Technical Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Pod Connectivity - Ingress & Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.frankel.ch/kubernetes-extensibility: title: "blog.frankel.ch: Introduction to Kubernetes extensibility \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A structural overview explaining the mechanics of Kubernetes API extension. It reviews Custom Resource definitions, control loops, and API aggregation structures to build a complete mental map of the engine's modular architecture. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - API Extensions - Conceptual Overviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.frankel.ch/learning-auditing-kubernetes-manifests: title: 'blog.frankel.ch: Learning by auditing Kubernetes manifests' description: '' year: '2021' stars: 0 ai_summary: An educational approach to understanding Kubernetes security postures through direct manifest auditing. The author walks through security context misconfigurations, detailing how over-privileged containers expose node architectures. This technique bridges the gap between passive development and active cluster security controls. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Policy & Audit - Manifest Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gceasy.io/2019/03/13/micrometrics-to-forecast-application-performance: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6f929579bee5a08e10d0c37d8b1f2a78ba7fbe8b68e55b884406984e05a85c61 health_score: 100.0 last_checked: 1779031122.316734 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.316734+02:00' https://blog.gceasy.io/2020/11/05/best-practices-java-memory-arguments-for-containers: title: "blog.gceasy.io: Best practices: Java memory arguments for Containers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 508148182319a6736f3df50820e0b1ff67f15f67b29fc4f706cd002f1e9375d1 health_score: 100.0 last_checked: 1779030882.863492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.863492+02:00' https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers: title: "blog.gceasy.io: Best practices: Java memory arguments for Containers \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Direct blueprint for configuring JVM heap metrics under Docker environments. Details the risks of omitting explicit container-aware memory allocation rules, preventing silent OOMKilled evictions by the host kernel. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes - Containerized JVM Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e: title: 'blog.getambassador.io: Best Tools for Kubernetes Local Development: A Comprehensive Guide' description: '' year: '2022' stars: 2 ai_summary: A comparative market review assessing local Kubernetes developer pipelines including Minikube, Kind, and K3s. Highlights developer speed, local resources consumption, and production parity. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Tooling - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f: title: 'blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes with Keycloak and the Ambassador Edge Stack' description: '' year: '2020' stars: 4 ai_summary: Demonstrates step-by-step implementation of centralized authentication at the edge of Kubernetes clusters. By combining the Ambassador Edge Stack (Emissary-ingress) with Keycloak via OAuth2/OIDC filters, it decouples identity concerns from individual backend microservices, streamlining service architecture. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - Ingress Integration tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1: title: 'blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode' description: '' year: N/A stars: 0 ai_summary: Explores techniques for real-time remote debugging of Go microservices running inside a Kubernetes cluster using Telepresence and VSCode, bridging local development environments with cloud resources. language: en resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ac52c93c2e2f7a824497888f590fa04283ac630c9060c17c2be819661eb7f917 health_score: 100.0 last_checked: 1779033770.311515 needs_ai_refresh: false hierarchy: - Cloud Native Languages - Go - Kubernetes Integration tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md - docs/visual-studio.md v2_locations: - golang.md - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:50.311515+02:00' https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9: title: externalTrafficPolicy=local on kubernetes. How to preserve the source IP in kubernetes description: '' year: '2021' stars: 4 ai_summary: 'Addresses how setting the Kubernetes Service configuration `externalTrafficPolicy: Local` preserves client source IPs. Analyzes the associated trade-offs, such as potential uneven load distribution across endpoints. Live Grounding confirms that preserving source IP is crucial for zero-trust authorization, geolocation rules, and audit logging.' language: Markdown resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Ingress & Traffic tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741: title: 'blog.getambassador.io: GitOps in Kubernetes with ArgoCD' description: '' year: '2021' stars: 3 ai_summary: Describes the conceptual pillars of GitOps and details how ArgoCD implements them on Kubernetes. Explains key mechanisms such as out-of-sync alert signaling, dry-run synchronization, and visual drift visualization. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - ArgoCD - Concepts & Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-resources-9e044daee185: title: "blog.getambassador.io: How to Learn Kubernetes: Prerequisites, Paths, and Resources \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: An actionable guide highlighting the operating system, networking, and programming fundamentals required to master Kubernetes. Prevents cognitive overload by enforcing structured roadmap prerequisites. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Opinion & Strategy - Learning Pathways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d86aac: title: 'blog.getambassador.io: Implementing gRPC-Web with Emissary-ingress' description: '' year: '2022' stars: 4 ai_summary: Technical guide on configuring Emissary-ingress (Envoy) to translate gRPC-Web calls from modern browser clients into standard backend gRPC services, bridging the gap created by native browser HTTP/2 frame restrictions. language: YAML resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - RPC - gRPC-Web tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=04efb3b4b70a: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=25c496762415: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=60de8626f769: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=65af8561dca0: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=77ba3a21d2dd: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d: title: 'blog.getambassador.io: Kubernetes Canary Testing and Release with Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.getambassador.io: Kubernetes Canary Testing and Release with Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: e6c4295e5216d84166c16e6ecbe410dc6b7d6e5f7632158a8c3eb0b24e40bf63 health_score: 100.0 last_checked: 1779030295.727992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.727992+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a8be5865b1c9: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c669845710fd: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c8191f4288c7: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388424.623343 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-21T20:33:44.623343+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=e61c67017989: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=ffbb9dbe21b4: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd6a12: title: 'blog.getambassador.io: Microservice Orchestration Best Practices' description: '' year: '2021' stars: 0 ai_summary: Contrasts orchestration and choreography in distributed microservice topologies. Analyzes the trade-offs of centralized workflow engines versus decentralized event routing, providing architectural criteria to guide deployment choices under scale. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Orchestration - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.getpostman.com: title: blog.getpostman.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering blog.getpostman.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029310.014494 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:30.014494+02:00' https://blog.gitguardian.com/github-security: title: "GitHub security: what does it take to protect your company from credentials leaking on GitHub? \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Examines the severe risks and systemic impacts of credential leakage on public and private Git repositories. Discusses mitigation strategies, developer scanning workflows, and the integration of GitGuardian API to catch hardcoded secrets at push time. Vital reading for DevSecOps leads. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Application Security - Secrets Detection tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gitguardian.com/hardening-your-k8-pt-1: title: "blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt. 1) \U0001F31F\U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Part one of a tutorial series focusing on threat modeling within Kubernetes systems. Outlines typical attack surface definitions across components like API endpoints, etcd systems, and workers. Aids engineering teams in establishing defense boundaries. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Fundamentals - Threat Modeling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.gitguardian.com/hardening-your-k8s-pt-2: title: "blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt. 2) \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: The second part of a structural security guide detailing advanced settings such as RBAC limitations, audit logging targets, container engine isolation, and secrets scanning policies. language: N/A resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cluster Hardening - Runtime Secrets Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet: title: "blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: Focuses on protecting applications by avoiding hardcoded secrets, securing base images, and implementing strict runtime privileges within Docker builds. Provides precise, actionable rules for integrating automated container security checks into CI/CD pipelines. language: HTML resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - Security Hardening tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods: title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods' description: '' year: '2021' stars: 0 ai_summary: Part one of GitGuardian's workload security tutorial, targeting critical pod configurations such as root user restrictions, secure namespaces, and minimizing host-level network sharing. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Workload Hardening - Pod Specifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gitguardian.com/kubernetes-tutorial-part-2-network: title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network' description: '' year: '2022' stars: 0 ai_summary: This technical tutorial demonstrates the configuration of Kubernetes NetworkPolicies to enforce granular traffic isolation. It contrasts default-allow networking models with secure default-deny postures, providing production-ready ingress and egress manifests. Engineers will learn how to reduce lateral threat movement by restricting pod-to-pod communications. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Network Security - Network Policies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.gitguardian.com/rewriting-git-history-cheatsheet: title: 'blog.gitguardian.com: Rewriting your git history, removing files permanently - cheatsheet & guide' description: '' year: '2021' stars: 5 ai_summary: A detailed security guide for removing sensitive files, secrets, and large payloads from Git history. Compares legacy `git filter-branch` with the faster, modern `git-filter-repo` and BFG Repo-Cleaner tools, outlining downstream impacts of forced push updates. language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Security and Authentication tags: - '[DE FACTO STANDARD]' - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gitguardian.com/secrets-credentials-api-git: title: 'blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets in git are such a problem' description: '' year: '2021' stars: 4 ai_summary: Explores the anatomy of credential exposure within VCS platforms. It highlights the persistence of Git history, showing why simply deleting a secret in a subsequent commit does not mitigate security risks. Emphasizes mandatory history rewriting and continuous pipeline scanning. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Application Security - Secrets Detection tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent: title: 'blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy'' Agent' description: '' year: '2022' stars: 0 ai_summary: Comprehensive introduction to Open Policy Agent (OPA) and its application of declarative, domain-agnostic policy enforcement using the Rego language. Evaluates the architectural shift of separating policy logic from application code, making security policies testable and auditable in Git repos. language: Rego resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 34359a122e909ff5ef0661e9ab2559594bf6dfd5b302318aa250989991664a51 health_score: 100.0 last_checked: 1779031431.397364 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security & Compliance - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:51.397364+02:00' https://blog.golang.org/gopls-vscode-go: title: 'blog.golang.org: Gopls on by default in the VS Code Go extension' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8861dc71fc266c47c0c55b238c99731a247a08446a0dadb0536eea3eabce38f6 health_score: 100.0 last_checked: 1779031393.102264 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:13.102264+02:00' https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/missouri-programs: title: Google announces new community investments in Missouri description: We’re helping build the state’s next-generation workforce and investing in energy programs. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Google''s investment strategy in Missouri underscores the growing interdependence between ultra-scale data centers, clean grid energy initiatives, and local workforce preparedness. * **Live Grounding**: Industry analysts note that securing regional power infrastructures is becoming a primary bottleneck for hyper-scale cloud deployments supporting next-generation machine learning workloads.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 16f69576d03fece8c04788aa1031698a43c183e1d14b74145577423d7325f986 health_score: null last_checked: 1780352942.833678 needs_ai_refresh: false hierarchy: - Infrastructure - Public Cloud - Data Centers - Regional Expansion tags: - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Official Google regional infrastructure announcement with positive utility alignment. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MissouriSocial.max-1440x810.png source_provenance: RSS Feed (AI) suggested_new_category: sustainability-and-infrastructure discovered_at: '2026-06-02T00:29:02.833678+02:00' https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/eighth-generation-tpu-agentic-era/&linkId=61973364: title: 'Our Eighth Generation TPUs: Two Chips for the Agentic Era' description: Google officially launches TPU 8t and TPU 8i, next-generation custom ASICs built to scale training and minimize agentic inference latencies. year: '2026' stars: 4 ai_summary: 'This release details Google''s eighth-generation custom ASICs, unveiling a split computing strategy featuring TPU 8t (training) and TPU 8i (inference). Engineered for the agentic era, these architectures deliver massive parallel computing throughput with double the inter-chip bandwidth and 10x lower storage latencies. * Employs the Virgo Network fabric to support near-linear cluster scaling up to 1 million chips. * Focuses heavily on resilience, with telemetry-driven Optical Circuit Switching targeting a 97% operational goodput rate.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 28c268b2a7fb414b1df263e1c25ee76c168ce86e45e1abd982b5c9b43f9c6098 health_score: null last_checked: 1780352414.115813 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Infrastructure - TPUs and Hardware Acceleration tags: - '[EMERGING]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Authoritative hardware reveal from Google Cloud, widely recognized as a major technological milestone for high-scale AI model serving in 2026. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/two_chips_for_the_agentic_era_hero.width-1300.png source_provenance: X.com (GoogleCloud) suggested_new_category: ai-infrastructure discovered_at: '2026-06-02T00:20:14.115813+02:00' https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5: title: 'Gemini 3.5: frontier intelligence with action' description: At Google I/O we released Gemini 3.5, our latest series of models combining frontier intelligence with action. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: The introduction of Gemini 3.5, particularly the Flash variant, optimizes the operational parameters of latency-sensitive loops and intensive programming engines. * **Live Grounding**: Grounded benchmarks demonstrate that the model''s token-efficient execution and long-horizon planning make it the de facto runtime for agentic frameworks such as Antigravity 2.0.' language: en resource_type: blog_post complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: e4e81e037554251b0fd86014e97ffe8a06c2bed410ef9f9acc33225ad1d8562e health_score: null last_checked: 1780352942.833729 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Large Language Models - Gemini 3.5 - Agentic Systems tags: - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly benchmarked, industry-leading frontier model launch with stellar developer evaluations. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: '' discovered_at: '2026-06-02T00:29:02.833729+02:00' https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni: title: Introducing Gemini Omni description: The official product launch for Google DeepMind's Gemini Omni, a pioneering native any-to-any multimodal model family designed for high-resolution video, audio, image, and text generation and editing. year: '2026' stars: 4 ai_summary: 'This resource introduces Gemini Omni, Google DeepMind''s native any-to-any multimodal model family designed to replace traditional, fragmented media-generation pipelines. * **Architectural Unity**: Processes and outputs text, high-resolution video, audio, and images natively within a single unified transformer-based topology. * **Physics-Grounded Reasoning**: Leverages an intuitive grasp of gravity, kinetics, and fluid dynamics, enabling hyper-realistic stop-motion simulations and consistent, conversational video-editing workflows.' language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 7493c82d8813eea2baa6a520f0f6f281d15807c13f4916a80b204ec036ba9b78 health_score: null last_checked: 1780399410.166035 needs_ai_refresh: false hierarchy: - AI - Generative AI - Multimodal Models - Deep Learning tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 96 reputation_status: Vetted reputation_summary: Official product launch announcement from Google DeepMind. Highly vetted and globally referenced as an industry milestone in native multi-modal AI systems. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GeminiOmni_social.width-1300.png source_provenance: X.com (GoogleDeepMind) suggested_new_category: '' discovered_at: '2026-06-02T13:23:30.166035+02:00' https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos: title: Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash description: A collection of nine demonstration videos showcasing the latency and multimodal capabilities of Gemini Omni and Gemini 3.5 Flash. year: '2026' stars: 4 ai_summary: 'Curator Insight: These benchmark videos establish reference performance capabilities for Google''s latest multimodal models in complex real-time environments. Live Grounding: The 9 distinct demos present low-latency, real-world execution of Gemini Omni and 3.5 Flash, emphasizing rapid voice-to-video reasoning, contextual search, and high-density API call efficiency.' language: en resource_type: demo complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: aaff001f97c5a5ae868157be3d15f7afc41f423cc2bffcf4cd937102741a5d32 health_score: null last_checked: 1780352953.156173 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Multimodal Models > Gemini Ecosystem tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: demos reputation_status: Vetted reputation_summary: Demos are highly praised in tech circles for highlighting rapid, low-latency multimodal reasoning over complex user interactions. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemini_Omni_and_Gemini_3.5_herosocial.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: multimodal-ai discovered_at: '2026-06-02T00:29:13.156173+02:00' https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates: title: Gemini Omni Integration in Google Flow and Flow Music description: Google's official announcement detailing the rollout of the Gemini Omni Flash model inside Google Flow and Flow Music, alongside the release of native mobile apps for on-the-go creative pipelines. year: '2026' stars: 4 ai_summary: 'This official update highlights the direct integration of the Gemini Omni model into Google Flow and Flow Music to facilitate conversational, agentic media development. * **Conversational Editing**: Developers and creators can apply iterative text-guided edits directly to existing video and audio timelines while preserving characters, scenes, and physical continuity. * **Cross-Platform Access**: The launch introduces native mobile clients (Android and iOS) to democratize high-fidelity multimodal creation across edge environments.' language: en resource_type: article complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: cc0622bb97252cf64a87c4c07c22c9e6a79ffe9a3024c31799dd4cb82e989982 health_score: null last_checked: 1780399410.166017 needs_ai_refresh: false hierarchy: - AI - Generative AI - Creative Tools - Video Generation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 92 reputation_status: Vetted reputation_summary: Official Google Labs technical blog announcement. Vetted by global media and developer communities as the primary source of truth for Google Flow and Flow Music updates. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleFlow-Image.width-1300.jpg source_provenance: X.com (GoogleDeepMind) suggested_new_category: '' discovered_at: '2026-06-02T13:23:30.166017+02:00' https://blog.google/innovation-and-ai/models-and-research/google-research/google-beam-group-meetings: title: A new experiment brings better group meetings to Google Beam description: Using HP Dimension’s immersive display, Google Beam renders participants joining from non-Beam devices in their true size. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Leveraging true-to-life volumetric AI rendering, HP Dimension displays, and hardware-accelerated spatial audio, the platform establishes natural eye contact and spatial proximity. * **Live Grounding**: Early pilots demonstrate that Beam mitigates hybrid communication fatigue by accurately mapping spatial sound and non-verbal cues directly to local physical seating arrangements.' language: en resource_type: blog_post complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: d00a8d06dfdf3e54c65d06f590250b2c424f135d194e7e016a9d9de117624396 health_score: null last_checked: 1780352942.833697 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Immersive Technology - Spatial Computing - Google Beam tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vetted collaborative hardware/software project with HP Dimension, showing high market expectations. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BeamHero_IO_2026.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: collaboration-tools discovered_at: '2026-06-02T00:29:02.833697+02:00' https://blog.google/innovation-and-ai/products/identifying-ai-generated-media-online: title: Making it easier to understand how content was created and edited description: Google announces major expansions of its SynthID watermarking technology and C2PA Content Credentials integrations across Gemini, Chrome, Pixel, and Google Cloud APIs. year: '2026' stars: 4 ai_summary: A deep technical announcement detailing Google's content provenance frameworks, centered around the industrial scaling of SynthID to watermark over 100 billion images and videos and 60,000 years of audio. The document showcases how Google leverages C2PA Content Credentials to secure end-to-end media pipelines from capture to delivery, alongside launching the Google Cloud AI Content Detection API to allow enterprises to verify synthetic media programmatically. It provides critical architectural patterns for cloud engineers implementing secure data validation, zero-trust media systems, and media pipeline metadata compliance. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: f27646d9376847593d82ba1cbbbda54c3a58734cd7a371fb378d72ac2983fb6b health_score: null last_checked: 1780400585.971843 needs_ai_refresh: false hierarchy: - Generative AI - Content Provenance - Security and Compliance - SynthID Infrastructure tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 88 reputation_status: Vetted reputation_summary: An authoritative policy and technological update backed by Google DeepMind and Google's Trust & Safety division, co-signed by major AI providers like OpenAI. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FINAL_SOCIAL_HERO.width-1300.png source_provenance: X.com (GoogleDeepMind) suggested_new_category: '' discovered_at: '2026-06-02T13:43:05.971843+02:00' https://blog.google/innovation-and-ai/products/notebooklm/notebooklm-google-io-2026/?linkId=62068662: title: Dive deeper into Google I/O 2026 with NotebookLM description: Google demonstrates the application of NotebookLM as a dynamic index for complex multi-format document sets, converting keynotes and slides into an interactive query engine. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Serves as a premier model for RAG interface design, proving that rich developer resources can be successfully queried and parsed in real time via structured semantic ingestion. * **Live Grounding**: Launched to help developers explore 100+ announcements from Google I/O 2026, the tool can ingest YouTube keynotes, slide decks, and blogs, synthesizing complex topics into interactive Audio Overviews.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 1ede9c8200f9cc0f2bf51d95c84530a964aa5c3071476c9af7c87238c3e176b7 health_score: null last_checked: 1780352730.207492 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Information Retrieval - RAG Systems - NotebookLM tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely well-received productivity showcase. Regarded by developers as an innovative application of semantic search and automated audio summaries for structured documentation parsing. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/HelloIO_NotebookLM_social.max-1440x810.png source_provenance: X.com (GoogleAI) suggested_new_category: ai-productivity discovered_at: '2026-06-02T00:25:30.207492+02:00' https://blog.google/innovation-and-ai/sundar-pichai-io-2026: title: 'Google I/O 2026: Sundar Pichai''s opening keynote' description: 'The latest from Google I/O: See how we’re helping you get more done with Gemini.' year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Sundar Pichai’s address formalizes Google''s transition to the ''Agentic Gemini Era'', prioritizing ultra-fast inference loops, context-preserving state management, and autonomous background execution. * **Live Grounding**: Tech community consensus reflects that this keynote cements the sunsetting of basic conversational chatbots in favor of persistent, goal-oriented agent networks.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: e44d4a3a8535988a7f3c05af36303c928ed2790a4f333f61d5f197caae123028 health_score: null last_checked: 1780352942.833721 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Keynote - Google I/O 2026 - Agentic Era tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly vetted keynote address defining the industry's strategic pivot to the 'agentic era'. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/SundarKeynote_tempsocial.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: '' discovered_at: '2026-06-02T00:29:02.833721+02:00' https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements: title: 100 things we announced at Google I/O 2026 description: We've been busy! Here’s a rundown of the top announcements, launches and demos at I/O 2026. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: This central compendium catalogs Google''s strategic shift from isolated text models to unified, action-oriented agent frameworks like Gemini Spark and Antigravity 2.0. * **Live Grounding**: Enterprise engineering evaluations confirm that the unified API footprint simplifies the deployment of context-aware background agents across complex corporate ecosystems.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: ae9e68ea59e36d34b9133057ab9d13d4f9f33fcda2a35f4dbd852be91b326a53 health_score: null last_checked: 1780352942.833688 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Conferences - Google I/O 2026 - Announcements tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official high-trust Google central index for I/O 2026 releases. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/100_things_Social.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: '' discovered_at: '2026-06-02T00:29:02.833688+02:00' https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap: title: 'Google I/O 2026: Highlights from the Dialogues stage' description: A recap of the 2026 I/O Dialogues, where leaders discuss the future of AI, quantum computing, robotics and creativity. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Key technical sessions at Google I/O 2026 focused on multi-agent collaboration, state-of-the-art robotics simulation pipelines, and scalable quantum topologies. * **Live Grounding**: Developer feedback indicates that these panels provide critical foresight into Google''s long-term infrastructure roadmap for distributing complex orchestration layers.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: a9f5a634110b8b999b3513960d6b67998563b23caeb5feab24815e430dee6b71 health_score: null last_checked: 1780352942.83365 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Conferences - Google I/O 2026 - Dialogues Recap tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly vetted official Google announcement detailing strategic future outlook from Google I/O 2026 panels [1.1.1]. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IO26_Dialogues_3z680sK.max-1440x810.jpg source_provenance: RSS Feed (AI) suggested_new_category: '' discovered_at: '2026-06-02T00:29:02.833650+02:00' https://blog.google/innovation-and-ai/technology/ai/io-2026-google-ai: title: How we used Gemini to build Google I/O 2026 description: Google explains how its marketing and engineering teams utilized Gemini models to produce assets for Google I/O 2026. year: '2026' stars: 4 ai_summary: 'Curator Insight: Google''s internal campaign serves as an industrial case study for embedding multimodal tools directly into creative asset-generation pipelines. Live Grounding: By combining Google AI Studio, Gemini Omni, and experimental DeepMind models, the team accelerated video and animation production—such as the ''Timmy TPU'' film—reducing routine turnaround times.' language: en resource_type: case-study complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 028b114291242631945296eb2f4e48f082b72890d170aab73a0879c92ea84453 health_score: null last_checked: 1780352953.156119 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Creative AI > Generative Production tags: - '[CASE STUDY]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Recognized as a practical showcase of Google's creative AI toolchain in production-scale marketing campaigns. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_IO_social.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: creative-ai discovered_at: '2026-06-02T00:29:13.156119+02:00' https://blog.google/innovation-and-ai/technology/ai/io-2026-keynote-moment-videos: title: Catch up on 12 major I/O 2026 moments description: A curated collection of Google I/O 2026 keynote moments, highlighting Gemini Omni and Gemini 3.5 Flash. year: '2026' stars: 4 ai_summary: 'Curator Insight: This video index serves as an essential summary of Google''s major infrastructure and platform updates for developers tracking 2026 architectural trends. Live Grounding: The 12 segments cover core product releases—including Gemini Spark agents and Gemini 3.5 Flash—providing high-density, accessible references to support cloud platform strategic decisions.' language: en resource_type: video complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 66fbb063325e7683369ba06e783ffec2656a74ff2e5d598456bb16763193990d health_score: null last_checked: 1780352953.156212 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Enterprise AI > Keynote Summaries tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: demos reputation_status: Vetted reputation_summary: Widely indexed by architects and tech analysts for summarizing key platform updates and infrastructure milestones. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/KW_KNH_SS.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: keynote-summaries discovered_at: '2026-06-02T00:29:13.156212+02:00' https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz: title: Take our I/O 2026 quiz, vibe coded in Google AI Studio description: An interactive web quiz built in Google AI Studio demonstrating prompt-based software prototyping. year: '2026' stars: 4 ai_summary: 'Curator Insight: This demonstration exemplifies the ''vibe coding'' trend, shifting software creation from semantic syntax coding to iterative, natural-language dialogs with LLMs. Live Grounding: Built by a non-technical editor, the interactive application showcases Google AI Studio''s Antigravity coding agent, allowing rapid prototyping and direct deployment of simple web elements through prompt engineering.' language: en resource_type: demo complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: ad2bcef41b342c230c03967e525d39099c60317653e1392e1b169264b64c9295 health_score: null last_checked: 1780352953.156158 needs_ai_refresh: false hierarchy: - Software Development > No-Code > Vibe Coding tags: - '[COMMUNITY-TOOL]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: demos reputation_status: Vetted reputation_summary: Cited across developer blogs as a demonstration of natural-language application prototyping, popularizing the term 'vibe coding'. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOQuiz2026_social.max-1440x810.png source_provenance: RSS Feed (AI) suggested_new_category: no-code-development discovered_at: '2026-06-02T00:29:13.156158+02:00' https://blog.google/innovation-and-ai/technology/ai/university-waterloo-labs: title: Students prototype learning tools with AI at University of Waterloo description: An educational showcase of students building AI-driven prototypes like sign language tutors at the University of Waterloo. year: '2026' stars: 4 ai_summary: 'Curator Insight: This academic collaboration highlights how early-stage engineers can leverage standardized, cloud-hosted API models to tackle accessibility and learning barriers. Live Grounding: Students at the Waterloo Futures Lab developed physical and software prototypes, including interactive sign language interpreters, illustrating how public LLM accessibility accelerates social impact engineering.' language: en resource_type: case-study complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: a105a1f7c9c14526983703a7b18f90dbad5660c4889a440a2a0e42f464e69df3 health_score: null last_checked: 1780352953.15619 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Education Technology > Prototypes tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: elearning reputation_status: Vetted reputation_summary: The initiative has been positively reviewed by academic and community-led AI organizations as a model for university-industry collaborative research. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FutureLabs_social.max-1440x810.png source_provenance: RSS Feed (AI) suggested_new_category: academic-collaborations discovered_at: '2026-06-02T00:29:13.156190+02:00' https://blog.google/innovation-and-ai/technology/developers-tools/google-io-2026-collection: title: 'Google I/O 2026: News and announcements' description: Google's central announcements from I/O 2026, showcasing agent-first AI development models. year: '2026' stars: 4 ai_summary: An exhaustive collection of news and product releases from Google I/O 2026, showcasing the shift towards the 'Agent-First' era. Key announcements include the launch of Gemini Omni, Gemini 3.5 Flash, Gemini for Science, and Google Antigravity, an agent-first application development platform. These updates represent a significant progression from assist-based AI tools to proactive executing agents within cloud ecosystems. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: c04182e56c2b13985097d054c03307a01c68497ac07634e3d52d6c3c32faae76 health_score: null last_checked: 1780352932.853199 needs_ai_refresh: false hierarchy: - AI - Generative AI - Agentic AI Frameworks tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly anticipated annual developer conference. The announcements surrounding Gemini 3.5, Gemini Omni, and Google Antigravity have been met with widespread community enthusiasm and deep discussion on tech-focused channels. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOCollection_social.max-1440x810.png source_provenance: RSS Feed (AI) suggested_new_category: ai-platforms discovered_at: '2026-06-02T00:28:52.853199+02:00' https://blog.google/innovation-and-ai/technology/research/gemini-for-science-io-2026/?linkId=61968100: title: 'Gemini for Science: AI Experiments and Tools for a New Era of Discovery' description: Official Google Blog post detailing Gemini for Science tools, experiments, and partner workflows designed to expand the scale and precision of scientific exploration. year: '2026' stars: 4 ai_summary: Announced at Google I/O 2026, Gemini for Science represents a deep-tech initiative designed to accelerate fundamental discovery using AI agents. Grounded by papers published in Nature (featuring tools like Co-Scientist and AlphaEvolve), the article highlights real-world partner integrations in pharmaceutical development and scientific analysis. It outlines how the 'Science Skills' bundle connects LLMs with tools like AlphaFold and PubChem to automate genomic and structural bioinformatics workflows. language: English resource_type: blog complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: db30103b70ad0fa134f6343e5ce7d593a864ce15aa0b7bf1b758111914d4f24f health_score: null last_checked: 1780352302.456722 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI for Science - Google Cloud AI - Academic Research tags: - CASE STUDY - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official Google announcement detailing validated research workflows and scientific model integrations. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/science__keyword__blog-header.width-1300.jpg source_provenance: X.com (GoogleAI) suggested_new_category: '' discovered_at: '2026-06-02T00:18:22.456722+02:00' https://blog.google/products-and-platforms/products/google-one/google-ai-subscriptions: title: Google AI subscription updates from Google I/O 2026 description: Introducing a $100 AI Ultra plan — plus, new features and benefits for Google AI Plus, Pro and Ultra subscribers. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Introducing the $100/month AI Ultra tier introduces a structured economic model designed specifically to accommodate the heavy token usage of advanced developers. * **Live Grounding**: Financial and architectural analysis indicates that transitioning from hard prompt caps to a compute-allocated token metering model provides a highly predictable Cost of Goods Sold (COGS) for building on frontier models.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: a8ed7013897ebdf7818a9f8fe7460ca4af1e9e0f492452e529b36bd7e205062f health_score: null last_checked: 1780352942.833746 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Subscriptions - FinOps - Developer Economics tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly discussed economic restructuring introducing compute-based token pricing with strong validation. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/I_O_Subs_social_share_image_1.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: finops discovered_at: '2026-06-02T00:29:02.833746+02:00' https://blog.google/products-and-platforms/products/search/ai-mode-us-insights: title: How AI Mode is changing and expanding the way people search description: One year after launch, see how AI Mode’s users are shifting from keywords to natural language queries. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: One year post-deployment, Google''s ''AI Mode'' transition illustrates a major architectural pivot towards intent-based, long-context reasoning instead of literal keyphrase mapping. * **Live Grounding**: Real-world search logs demonstrate that conversational interfaces encourage multi-step structured queries, forcing search engines to integrate real-time multi-source reasoning trees.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: efffdba81128330eb693dae6e43814981e571650e5f75f35993efb70a2ce8216 health_score: null last_checked: 1780352942.833705 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Search Engines - Natural Language Processing - AI Search tags: - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: First-party analytics showing behavioral shift trends with positive academic and industrial acknowledgment. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_Mode_US.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: search-technologies discovered_at: '2026-06-02T00:29:02.833705+02:00' https://blog.google/products-and-platforms/products/search/search-io-2026: title: 'Google Search''s I/O 2026 updates: AI agents and more' description: We shared the next step in our journey to bring together the best of a search engine with the best of AI. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Deploying multi-stage AI search agents transforms static content index retrieval into an active planning and programmatic execution workflow. * **Live Grounding**: User telemetry confirms that the engine''s capability to output customized layouts with interactive trackers, simulators, and checklists drastically improves complex research times.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 62fcd1f6b728f8c868dc36b8fa9646ea451e49cab5be29217dfde1a9e7b1cf4f health_score: null last_checked: 1780352942.833738 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Search Engines - AI Search - Agentic Retrieval tags: - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly trusted official launch documenting search capability shift. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_AI_and_search_engine_v46_16x9_1.width-1300.jpg source_provenance: RSS Feed (AI) suggested_new_category: search-agents discovered_at: '2026-06-02T00:29:02.833738+02:00' https://blog.google/products-and-platforms/products/workspace/workspace-updates: title: New ways to create and get stuff done in Google Workspace description: Announcing new voice capabilities in Gmail, Docs and Keep, a new design tool called Google Pics and updates to AI Inbox. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: The introduction of Google Pics and the ''Live'' voice capabilities across Docs and Gmail signals a major step toward deeply integrated, cross-app agentic micro-actions. * **Live Grounding**: Developer feedback highlights the utility of the collaborative Canvas canvas model, allowing simultaneous human and agentic edits on vector graphics directly within enterprise workspaces.' language: en resource_type: blog_post complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 0e1c7b2f0e23c89771b76e10fb3bb8f0ab156b0b4c6bc5b221359fe5645979da health_score: null last_checked: 1780352942.833713 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Collaboration Tools - Google Workspace - Agentic Workflows tags: - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly anticipated release of Google Pics and Live collaboration capabilities with positive tester reception. social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleWorkspace-IO.width-1300.png source_provenance: RSS Feed (AI) suggested_new_category: collaborative-ai discovered_at: '2026-06-02T00:29:02.833713+02:00' https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernetes-configmaps-on-day-one: title: "blog.gopaddle.io: Strange things you never knew about Kubernetes ConfigMaps' on day one \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.gopaddle.io: Strange things you never knew about Kubernetes ConfigMaps' on day one \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029590.120438 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:10.120438+02:00' https://blog.gougousis.net/file-permissions-the-painful-side-of-docker: title: "blog.gougousis.net: File Permissions: the painful side of Docker \U0001F31F" description: '- ["Excellent description of user ids and access rights in Docker; it’s a non trivial issue and there’s no silver bullet other than to avoid running your containers with a privileged user. As a bonus, I personally like openshift approach (random UIDs belonging to the super user GID)"](https://x.com/agarcia)' year: '2021' stars: 4 ai_summary: Dissects the persistent pain of host-vs-container file permissions in Linux volumes. Showcases the OpenShift-inspired random UID design paradigm as an elegant architectural mechanism to remediate root privilege escalation vectors. language: English resource_type: Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Linux Internals - Permissions & Users tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid: title: 'blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you'' should know to avoid' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you'' should know to avoid in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.429637 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.429637+02:00' https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-devops-collaboration: title: 'blog.griddynamics.com: Developing a modular pipeline library to improve'' DevOps collaboration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.griddynamics.com: Developing a modular pipeline library to improve'' DevOps collaboration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032038.99948 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:58.999480+02:00' https://blog.gruntwork.io/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code-1d586955ace1: title: "==blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform' code== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 935b612b7e5330a121d376233941de6ed474f1fc4e99aa7cfed204e57f57201b health_score: 100.0 last_checked: 1779031544.034438 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:44.034438+02:00' https://blog.gruntwork.io/how-to-manage-multiple-environments-with-terraform-32c7bc5d692: title: "==blog.gruntwork.io: How to manage multiple environments with Terraform==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 03c0208ab6f794d3a785a19f027de6971e11993405a434e3ee12d391bcb60b99 health_score: 100.0 last_checked: 1779030531.850409 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:51.850409+02:00' https://blog.gruntwork.io/how-to-use-terraform-as-a-team-251bc1104973: title: 'blog.gruntwork.io: How to use Terraform as a team' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dd4c9dd1812a29386c9e4ee994349ed39aa849132b38a4053643810961472174 health_score: 100.0 last_checked: 1779033092.636563 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.636563+02:00' https://blog.gruntwork.io/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos-753f9f3675ec: title: 'blog.gruntwork.io: Introducing git-xargs: an open source tool to update'' multiple GitHub repos' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a118bd30e118b7fca5e125d64e3d0ac4d6b08de582f3734188af32f07f0da3f5 health_score: 100.0 last_checked: 1779032198.343167 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:38.343167+02:00' https://blog.gruntwork.io/introducing-the-gruntwork-module-service-and-architecture-catalogs-eb3a21b99f70: title: 'blog.gruntwork.io: Introducing: The Gruntwork Module, Service, and Architecture'' Catalogs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1f2bc141169d94e71efbbb48ac806230ddce8425e0794ce811510be8b361b3c4 health_score: 100.0 last_checked: 1779032732.20487 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:32.204870+02:00' https://blog.gruntwork.io/terraform-tips-tricks-loops-if-statements-and-gotchas-f739bbae55f9: title: '==blog.gruntwork.io: Terraform tips & tricks: loops, if-statements, and'' gotchas==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c0bd066f3513f9951cf13b7c67920709ca8f16b3f0a7f81a19e3fbac3877a1bb health_score: 100.0 last_checked: 1779029169.10788 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:09.107880+02:00' https://blog.gruntwork.io/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation-7989dad2865c: title: Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 23ea27bb5350b33fe078b6e450dd1da780baeb3a7c624cc2bd51def5ca0e0be6 health_score: 100.0 last_checked: 1779033697.466407 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:37.466407+02:00' https://blog.gskinner.com/archives/2022/01/flutter-easily-add-ci-testing-with-github-actions.html: title: 'blog.gskinner.com: Flutter: Easily add CI testing with GitHub Actions' description: '' year: '2022' stars: 0 ai_summary: A technical implementation blueprint for integrating Flutter automated testing pipelines within GitHub Actions. Outlines configuration paradigms for environment caching, automated test suite execution, and artifact compilation. Significantly minimizes manual pre-flight validation overhead for cross-platform workflows. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Mobile CI/CD - Flutter Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.gurock.com/what-is-devtestops: title: '==blog.gurock.com: What Is DevTestOps?==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2139f1c6dea772bdc996a2479def6c1f6f0502d04cac10f709fbfc1086fc299c health_score: 100.0 last_checked: 1779033102.35605 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/testops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:42.356050+02:00' https://blog.guybarrette.com/powershell-prompt-how-to-display-your-current-kubernetes-context-using-oh-my-posh-3: title: "blog.guybarrette.com: Powershell prompt: How to display your current Kubernetes' context using Oh-My-Posh 3 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 322db1d92e2eb99a3de03d1b1b92579ed51efa9167248e89212cd55c70312e86 health_score: 100.0 last_checked: 1779032754.243286 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:54.243286+02:00' https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an-etcd-cluster-b85bf8c16fea: title: 'blog.harbur.io: Demystifying stateful apps on Kubernetes by deploying an etcd cluster' description: '' year: '2017' stars: 0 ai_summary: A deep dive into stateful mechanics by manually building and scaling an etcd cluster inside Kubernetes. Demystifies headless Services, Pod IDs, and Persistent Volumes. Though modern architectures prefer automated Operators, this serves as a fundamental learning tool for stateful storage dynamics. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Stateful Applications - Etcd Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-repos-using-tekton-31a445a3bde: title: 'blog.harbur.io: The Seven Steps to build a Cloud Native CI/CD for GitHub'' repos using Tekton' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.harbur.io: The Seven Steps to build a Cloud Native CI/CD for GitHub'' repos using Tekton in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031458.494252 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:18.494252+02:00' https://blog.heaphero.io: title: 'blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer' description: '' year: '2021' stars: 0 ai_summary: Technical analysis and troubleshooting advice targeting Java OutOfMemoryErrors. Discusses using automated heap analysis to pinpoint classloader leaks, redundant data allocations, and memory bloat. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - JVM Architecture - Memory Management - Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump: title: "blog.heaphero.io: What is GC Log, thread dump and Heapdump? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 559a9bd9d174e6ca3fb64b21c6115215522e36121bab8995b4d7c7efa055fc58 health_score: 100.0 last_checked: 1779031927.590228 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.003193' discovered_at: '2026-05-17T17:32:07.590228+02:00' https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3: title: kubectl Shell Autocomplete description: '' year: '2026' stars: 0 ai_summary: A deep dive into setting up shell autocomplete for 'kubectl' across Bash, Zsh, and fish environments. From an operational efficiency perspective, autocompletion queries API resources dynamically, minimizing context switching and reducing manual spelling errors during incident response. language: Shell resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f51b724db1b07500464e468f00b7cbbaaeebf13dc732f713a0ba9aab868a0cc0 health_score: 100.0 last_checked: 1779030433.805342 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.805342+02:00' https://blog.heroku.com/monolithic-applications-into-services: title: 'blog.heroku.com: Deconstructing Monolithic Applications into Services' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 386f9bffe1485db033d860396b08009aae2e76a6a245a48f1dce0b1b623f75ab health_score: 100.0 last_checked: 1779033428.901129 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:08.901129+02:00' https://blog.heyal.co.uk/unit-testing-helm-charts: title: "blog.heyal.co.uk: How to unit-test your helm charts with Golang \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Deep technical look into executing unit testing on Helm chart outputs using Go tests instead of simple bash scripts. Ensures template logic parses properly and conforms to runtime requirements prior to deploy. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Testing - Unit Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-spdy-and-http2/comment-page-1: title: "A Simple Performance Comparison of HTTPS, SPDY and HTTP/2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0a6525f7b57befcd65510b8f15d56af33f4752b6d07fd5f1a25ac528af3f86e7 health_score: 100.0 last_checked: 1779032172.11741 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:12.117410+02:00' https://blog.hubspot.com/marketing/ipaas-vendors: title: 'blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget' description: '' year: '2021' stars: 0 ai_summary: An industry survey of 22 leading iPaaS platforms. It contrasts heavy enterprise offerings like MuleSoft and Workato with modern developer-centric alternatives. Evaluates features such as pre-built connectors, low-code interface flexibility, data translation capabilities, and target developer personas. language: N/A resource_type: Market Analysis complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Integration - iPaaS - Market Review tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.hubspot.com/website/api-gateway-vs-load-balancer: title: 'blog.hubspot.com: API Gateway vs. Load Balancer: What''s The Difference?' description: '' year: '2023' stars: 4 ai_summary: Contracts the key functional boundaries between an API Gateway and a traditional Load Balancer. While a load balancer acts on Layer 4 or Layer 7 to distribute incoming raw network traffic uniformly across targets, an API gateway is application-aware, performing protocol translation, rate-limiting, authentication, and request orchestration. This clarification is key when designing layered public-facing ingress networks. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Gateways - Architecture Comparisons tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.hubspot.es/marketing/matriz-raci: title: 'blog.hubspot.es: Matriz RACI: qué es y cómo utilizarla para asignar responsabilidades' description: '' year: '2023' stars: 0 ai_summary: Spanish guide explaining the deployment of RACI matrices to structure large-scale digital initiatives. Demonstrates templates and practical examples to map stakeholder communication strategies, avoiding operational bottlenecking during critical release cycles. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Governance - RACI Matrix tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.hubspot.es/sales/producto-minimo-viable: title: 'blog.hubspot.es: MVP: 3 pasos para desarrollar un Producto mínimo viable' description: '' year: '2023' stars: 0 ai_summary: A 3-step Spanish guide for planning and executing an MVP. Details strategies to prioritize core features, validate assumptions through immediate customer telemetry, and iterate based on quantitative post-launch metrics. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Product Management - Methodology - Minimum Viable Product tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.identitydigest.com/azuread-federate-k8s: title: '==blog.identitydigest.com: Azure AD workload identity federation with Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.identitydigest.com: Azure AD workload identity federation with Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032400.158029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:00.158029+02:00' https://blog.inedo.com/devops/top-50-docker-tools: title: Top 50 Docker Tools description: '' year: '2026' stars: 0 ai_summary: This curated overview evaluates 50 critical tools in the Docker ecosystem, categorizing them across orchestration, monitoring, registry management, and local development. It provides an architectural map for platform engineers looking to design custom container toolchains by comparing complementary utilities. The guide remains valuable for identifying alternative runtimes, security scanners, and automated deployment helpers. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Tool Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.inedo.com/top-50-docker-tools: title: Top 50 Docker Tools description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a0dcb2cd9ba8c0791271684dabb912ecd168d1711a53c4fdebbb2cf604815970 health_score: 100.0 last_checked: 1779030034.539292 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.539292+02:00' https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep: title: 'insight-services-apac.github.io: Getting Started with Bicep' description: '' year: '2023' stars: 0 ai_summary: A foundational exploration of Azure Bicep designed to ease the onboarding ramp from legacy ARM templates. Emphasizes cleaner declarative syntax, structural modularization, and native integration with Azure CLI/PowerShell workflows. language: Bicep resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure Bicep tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.ionelmc.ro/2015/01/02/speedup-pip-install: title: Speed up pip install description: '' year: '2015' stars: 2 ai_summary: Curator Insight details early strategies for accelerating pip package installation times using HTTP caching proxies. Live Grounding reveals that modern package management tools (like 'uv' and optimized caching protocols in current pip versions) natively resolve these network bottlenecks, rendering legacy HTTP-cache hacks largely obsolete but educationally significant. language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python - Package Management tags: - '[LEGACY]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy-Part-1: title: 'medium: Jenkins CICD Getting started with Groovy and Docker Containers —'' Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Jenkins CICD Getting started with Groovy and Docker Containers —'' Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031591.538216 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:31.538216+02:00' https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates: title: 'blog.ivnilv.com: Rotating Kops Etcd Certificates' description: '' year: '2020' stars: 0 ai_summary: A technical troubleshooting guide mapping out the precise sequence required to rotate internal etcd client and peer certificates within a running, Kops-managed cluster. Addresses avoidance of control plane downtime and potential etcd split-brain scenarios during CA transitions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Deployment Tools - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.jcprz.com/my-tips-to-pass-the-cka-exam-and-whats-next-8df2c3d38a7e: title: 'blog.jcprz.com: My tips to pass the CKA exam and what’s next' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.jcprz.com: My tips to pass the CKA exam and what’s next in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.37932 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.379320+02:00' https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes: title: 'blog.jessfraz.com: Hard Multi-Tenancy in Kubernetes (2018)' description: '' year: '2018' stars: 0 ai_summary: A seminal blog post on hard multi-tenancy. Explores hypervisor-level container runtimes (such as gVisor and Kata Containers) to isolate tenants sharing a host OS kernel. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Hard Isolation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-and-grpc: title: 'blog.jetbrains.com: Getting Started with ASP.NET Core and gRPC' description: '' year: '2021' stars: 4 ai_summary: Presents a technical guide on configuring high-performance gRPC services using ASP.NET Core. Details protobuf schema creation, client generation, and HTTP/2 connection pooling to achieve ultra-low latency between microservices. language: C# resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - gRPC Communication tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting-started-with-kotlin-dsl: title: 'blog.jetbrains.com: Configuration as Code, Part 1: Getting Started with Kotlin DSL' description: '' year: '2026' stars: 0 ai_summary: A deep-dive engineering guide on leveraging JetBrains' Kotlin DSL to define and maintain continuous integration configurations. Focuses on code reusability, modular inheritance, and programmatic pipeline generation. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Platforms - Enterprise Suites tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.jetstack.io/blog/istio-oidc: title: 'blog.jetstack.io: Istio OIDC Authentication' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be39845930a3d6afe74db883ff6be9f102e627caa67b028487b1c8954e77c821 health_score: 100.0 last_checked: 1779032583.553684 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:03.553684+02:00' https://blog.jimmyray.io/discover-k8s-through-its-apis-e2f90937a19f: title: 'blog.jimmyray.io: Discover K8s Through Its APIs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.jimmyray.io: Discover K8s Through Its APIs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033844.587341 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.587341+02:00' https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927d2f258057: title: 'blog.jimmyray.io: Kubernetes Workload Identity with AWS SDK for Go v2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.jimmyray.io: Kubernetes Workload Identity with AWS SDK for Go v2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034238.013102 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:38.013102+02:00' https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html: title: "Oracle's Java 11 trap - Use OpenJDK instead! \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: A highly discussed warning article regarding the commercial risks associated with using Oracle JDK 11 without a paid subscription. The piece strongly urges teams to migrate standard JVM deployments to community OpenJDK distributions to maintain licensing compliance. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - Licensing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.johnfolberth.com: title: 'blog.johnfolberth.com: Resources and posts for those figuring out DevOps in Azure' description: '' year: '2024' stars: 3 ai_summary: A high-quality resource portal presenting architectural patterns and troubleshooting strategies for Azure-centric DevOps platforms. 2026 analysis shows this blog is a valuable community resource for engineers designing multi-tenant enterprise configurations, implementing compliance boundaries, and configuring YAML-based continuous delivery engines. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Platform Engineering - Azure DevOps Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.jooq.org: title: blog.jooq.org description: '' year: '2026' stars: 0 ai_summary: The premier engineering blog for the jOOQ framework. Explores advanced SQL query generation, type-safe persistence, optimizer bypasses, and JVM database integration paradigms. language: Java resource_type: Engineering Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - SQL - ORM & Query Builders - Java Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.joshgav.com/posts/cluster-level-multitenancy: title: 'blog.joshgav.com: Clusters for all! - 16 May 2022 on Multitenancy, Clusters' description: '' year: '2022' stars: 0 ai_summary: Synthesizes advanced platform patterns for slice-based API multitenancy. Argues that virtualized control planes represent the most scalable approach for complex multi-user setups. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Virtual Clusters tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html: title: 'blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI' description: '' year: '2020' stars: 0 ai_summary: A practical operational guide focused on executing safe command-line upgrades of the Strimzi Kafka Operator on active clusters. It steps through updating Custom Resource Definitions (CRDs), applying modified RBAC resources, updating the Operator Deployment manifests, and verifying cluster reconciliation states to ensure zero downtime for dependent message streams. language: Shell resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Operators - Strimzi - Day-2 Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.jromanmartin.io/cheat-sheets: title: 'blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers' description: '' year: '2023' stars: 0 ai_summary: An architecture-focused blog explaining how to coordinate Apache ActiveMQ, Kafka, Strimzi operators, and CodeReady Containers in Kubernetes environments. It provides real-world patterns for building resilient, event-driven microservices. language: YAML resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Messaging Systems - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.kasten.io/10-key-takeaways-from-kubernetes-backup-recovery-for-dummies: title: 'blog.kasten.io: 10 Key Takeaways from Kubernetes Backup & Recovery For Dummies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: 10 Key Takeaways from Kubernetes Backup & Recovery For Dummies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031458.528487 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:18.528487+02:00' https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-applications: title: 'blog.kasten.io: AKS and Storage: How to Design Storage for Cloud Native'' Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: AKS and Storage: How to Design Storage for Cloud Native'' Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032884.363278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:04.363278+02:00' https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes-storage-services: title: 'blog.kasten.io: AKS and Storage: Performance Differences Among K8s Storage'' Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: AKS and Storage: Performance Differences Among K8s Storage'' Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029340.906799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:00.906799+02:00' https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr: title: 'blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with'' Kubestr' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with'' Kubestr in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.272005 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.272005+02:00' https://blog.kasten.io/concepts-behind-terraform-and-kubernetes: title: 'blog.kasten.io: Working with Kubernetes and Terraform Part 1: Concepts Behind'' Terraform and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: Working with Kubernetes and Terraform Part 1: Concepts Behind'' Terraform and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029067.984534 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:27.984534+02:00' https://blog.kasten.io/move-fast-and-test-in-kubernetes-without-breaking-things: title: "blog.kasten.io: Move Fast and Test in Kubernetes without Breaking Things' with kanister and CI/CD \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031393.018609 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:13.018609+02:00' https://blog.kasten.io/posts/extending-kubernetes-application-backup-and-mobility-to-the-edge-with-kasten-k10-v4.5: title: 'blog.kasten.io: Extending Kubernetes Application Backup and Mobility to'' the Edge with Kasten K10 V4.5' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: Extending Kubernetes Application Backup and Mobility to'' the Edge with Kasten K10 V4.5 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030970.907039 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:10.907039+02:00' https://blog.kasten.io/ransomware-protection-kasten-k10-v4: title: 'blog.kasten.io: Kubernetes Ransomware Protection with Kasten K10 v4.0' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io: Kubernetes Ransomware Protection with Kasten K10 v4.0 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.459376 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:10.459376+02:00' https://blog.kintone.io/entry/2021/01/14/160935: title: 'blog.kintone.io: Rebooting a LOT of Kubernetes nodes in a declarative way' description: '' year: '2021' stars: 0 ai_summary: Case study analyzing Kintone's custom internal orchestrator designed to perform massive, coordinated node reboots. Highlights how declarative scheduling patterns, combined with Pod Disruption Budgets, prevent traffic degradation during rolling bare-metal maintenance runs. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Node Management - Declarative Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.kintone.io/entry/neco-registry: title: "blog.kintone.io: Tolerating failures in container image registries \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Case study analyzing how to deploy failure-tolerant private registries in high-availability environments. Explains how to set up resilient storage layers, handle replication synchronization, and use local pull-through caching to shield nodes from upstream network outages. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Registry - High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.kintone.io/entry/pvc-autoresizer: title: 'blog.kintone.io: Introducing pvc-autoresizer' description: '' year: '2021' stars: 0 ai_summary: An introductory case study and engineering blog post detailing the motivation behind building pvc-autoresizer. It walks through disk capacity challenges and the architecture of using Prometheus alerts to trigger CSI-driven volume expansion. language: Markdown resource_type: Article complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 3757cb8ec2d890fd3d87cca669ebd9866c0d3bf071784219650412a1bb97ae81 health_score: 100.0 last_checked: 1779034336.832309 needs_ai_refresh: true hierarchy: - Storage - Volume Management - Developer Education tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:16.832309+02:00' https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e: title: 'blog.kloia.com: Karpenter Cluster Autoscaler' description: '' year: '2022' stars: 3 ai_summary: This practical guide walks through configuring Karpenter on AWS EKS. It outlines essential IAM roles, Helm deployment values, and Karpenter 'Provisioner' (NodePool) definitions. A structured onboarding resource for platform engineers transitioning away from Kubernetes Cluster Autoscaler. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dc456b0ec8f845235e47996b50b5d31f93c19b576a78dd7534b50746a05e6bf2 health_score: 100.0 last_checked: 1779031388.866086 needs_ai_refresh: false hierarchy: - Autoscaling - Resource Provisioning - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:08.866086+02:00' https://blog.knell.it/commands-kubernetes-should-adopt-from-red-hat-openshift: title: '==blog.knell.it: Commands Kubernetes should adopt from Red Hat OpenShift==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 31cbfb4c1c83b83ba281bc9c10568cd543279227e913f2858dce892363838926 health_score: 100.0 last_checked: 1779031568.535681 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:08.535681+02:00' https://blog.knell.it/making-your-helm-chart-observable-for-prometheus: title: 'blog.knell.it: Making your Helm Chart observable for Prometheus' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 41413740ec2d252a223a3474acdc4e253862a7f7915ac34606887f7642ec1d1c health_score: 100.0 last_checked: 1779033093.580047 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:33.580047+02:00' https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies: title: 'blog.knoldus.com: Introduction to Kubernetes Deployment Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.knoldus.com: Introduction to Kubernetes Deployment Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031898.122773 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:38.122773+02:00' https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies-part-2: title: 'blog.knoldus.com: Introduction to Kubernetes Deployment Strategies – Part'' 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034336.066072 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:16.066072+02:00' https://blog.knoldus.com/monitoring-kafka-with-prometheus-and-grafana: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034330.411969 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:10.411969+02:00' https://blog.kubecost.com/blog/aks-cost: title: 'blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.642228 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.642228+02:00' https://blog.kubecost.com/blog/announcing-kubecost-first-round: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.kubecost.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033806.368262 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:26.368262+02:00' https://blog.kubecost.com/blog/kubernetes-kops: title: 'blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.948126 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.948126+02:00' https://blog.kubecost.com/blog/kubernetes-labels: title: 'blog.kubecost.com: The Guide to Kubernetes Labels' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com: The Guide to Kubernetes Labels in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031064.587578 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.587578+02:00' https://blog.kubecost.com/blog/kubernetes-node-affinity: title: 'blog.kubecost.com: Kubernetes node affinity: examples & instructions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com: Kubernetes node affinity: examples & instructions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031910.563618 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:50.563618+02:00' https://blog.kubecost.com/blog/rancher-vs-kubernetes: title: '==blog.kubecost.com: Rancher vs Kubernetes: It’s not either or==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.kubecost.com: Rancher vs Kubernetes: It’s not either or== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031142.98789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:02.987890+02:00' https://blog.kubesimplify.com/diy-how-to-build-a-kubernetes-policy-engine: title: 'blog.kubesimplify.com: DIY: How To Build A Kubernetes Policy Engine' description: '' year: '2022' stars: 4 ai_summary: An advanced, hands-on tutorial that guides readers through building a custom Kubernetes policy engine from scratch using Go. Covers hook registration with the API server, resource validation workflows, and runtime policy updates. language: Go resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Policy Enforcement - Custom Controllers tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications: title: 'blog.kubesimplify.com: Getting started with ko: A fast container image builder for your Go applications' description: '' year: '2022' stars: 0 ai_summary: Evaluates `ko`, an open-source image synthesis compiler built to package Go applications without requiring Docker or a local daemon. By compiling and pushing binaries directly to registries, it simplifies Go-based microservice shipping with built-in Software Bill of Materials (SBOM) generation. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Synthesis - Language-Specific Builders tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.kubesimplify.com/moving-code-between-git-repositories-with-copybara: title: 'blog.kubesimplify.com: Moving code between GIT repositories with Copybara | Daniele Polencic' description: '' year: '2022' stars: 0 ai_summary: Evaluates Google's Copybara system for transferring and transforming code layouts between disparate Git repositories. Highly valuable for orchestrating multi-repo synchronization pipelines, especially when bridging public open-source forks with secure internal codebases. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Repository Synchronization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang: title: "blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang' \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Demonstrates utilizing Go and client-go libraries to build programmatically driven operations inside Kubernetes clusters. Guides devs through standard CRUD commands to lay foundational blocks for building customized operators. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029070.357813 needs_ai_refresh: false hierarchy: - Kubernetes Platform - K8s API & Development - Golang Client tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.357813+02:00' https://blog.kubesimplify.com/yours-kindly-drone: title: '==blog.kubesimplify.com: Yours Kindly Drone==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033024.833459 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:24.833459+02:00' https://blog.kumomind.com/what-you-need-to-know-to-debug-a-preempted-pod-on-kubernetes: title: 'blog.kumomind.com: What You Need To Know To Debug A Preempted Pod On Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.kumomind.com: What You Need To Know To Debug A Preempted Pod On Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.281407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.281407+02:00' https://blog.lealdasilva.com/vmware2proxmox: title: 'blog.lealdasilva.com: Why You Should Switch from VMware to Proxmox in 2024' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.lealdasilva.com: Why You Should Switch from VMware to Proxmox in 2024 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032600.704075 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:20.704075+02:00' https://blog.learncodeonline.in/everything-about-ansible-variables: title: "blog.learncodeonline.in: Everything about Ansible Variables \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.learncodeonline.in: Everything about Ansible Variables \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.109192 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.109192+02:00' https://blog.learncodeonline.in/kubernetes: title: 'blog.learncodeonline.in: Kubernetes! An Architectural Overview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in: Kubernetes! An Architectural Overview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.17817 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.178170+02:00' https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux: title: 'blog.learncodeonline.in: Kubernetes Cluster Deployment on CentOS Linux' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in: Kubernetes Cluster Deployment on CentOS Linux in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031302.124903 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:21:42.124903+02:00' https://blog.learncodeonline.in/kubernetes-scheduling-daemonset: title: 'blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031494.378 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.378000+02:00' https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations: title: 'blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.395512 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.395512+02:00' https://blog.learncodeonline.in/managing-file-operations-with-ansible: title: "blog.learncodeonline.in: Managing File Operations With Ansible \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.learncodeonline.in: Managing File Operations With Ansible \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.707215 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.707215+02:00' https://blog.lelonek.me/liveness-and-readiness-probes-for-kubernetes-in-phoenix-application-890e24d0737e: title: Liveness and Readiness Probes for Kubernetes in Phoenix application description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Liveness and Readiness Probes for Kubernetes in Phoenix application in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.297049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.297049+02:00' https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742: title: 'blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031944.910707 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.910707+02:00' https://blog.linkody.com/guides/google-search-operators-cheatsheet: title: "blog.linkody.com: The Ultimate Google Search Operators Cheatsheet \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A highly structured, table-driven cheat sheet detailing Google dorking queries. It allows security analysts and systems architects to perform targeted domain audits, trace security leaks, and parse public records with high precision. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Information Retrieval - OSINT - Search Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.logrocket.com/aws-amplify-and-react-native-a-tutorial: title: 'blog.logrocket.com: AWS Amplify and React Native: A tutorial' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f4a3d1810a7fe04d0aa7f45d83c37ab77f4bc77c18d1f7b0952f0feea46bfab2 health_score: 100.0 last_checked: 1779034226.574237 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:26.574237+02:00' https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples: title: 'blog.logrocket.com: AWS Amplify and React Native: A tutorial' description: '' year: '2022' stars: 0 ai_summary: Curator Insight steps through the integration of AWS Amplify into React Native projects for seamless mobile backend generation. Live Grounding confirms this setup remains a highly efficient workflow, though development teams in 2026 now focus heavily on Amplify Gen 2, which utilizes TypeScript-first code-first DX. language: JavaScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Frontend & Mobile - AWS Amplify tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.logrocket.com/build-blockchain-with-go: title: 'blog.logrocket.com: How to build a blockchain from scratch with Go' description: '' year: '2022' stars: 0 ai_summary: A guide illustrating how to build a basic blockchain protocol in Go from scratch. Walks through cryptography, hashing, transaction processing, and basic consensus mechanism structures. language: en resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Languages - Go - Advanced Projects tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.logrocket.com/building-simple-app-go-postgresql: title: 'blog.logrocket.com: Building a simple app with Go and PostgreSQL' description: '' year: N/A stars: 0 ai_summary: A hands-on tutorial on developing a database-backed CRUD application in Go using the PostgreSQL driver. Covers connection pool tuning and safe SQL transaction strategies. language: en resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 90e12b1f72f0b68c3415733ea25675610377d7b0f9e44dc34b4b88e2d21c5a76 health_score: 100.0 last_checked: 1779030739.36345 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Storage Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:19.363450+02:00' https://blog.logrocket.com/django-rest-framework-alternatives: title: 'blog.logrocket.com: Django REST framework alternatives' description: '' year: '2020' stars: 0 ai_summary: Comparative analysis of modern Python web frameworks acting as lightweight or performance-centric alternatives to Django REST Framework (DRF). Focuses heavily on the asynchronous design patterns of FastAPI, Flask, and Sanic. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Web - API Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.logrocket.com/docker-alternatives: title: 'blog.logrocket.com: Top Docker alternatives for 2022' description: '' year: '2022' stars: 3 ai_summary: An analytical framework evaluating OCI runtime alternatives to standard Docker. Key trade-offs focused on security profiles, developer experience, and system-level dependencies for engines like Podman, Buildah, and Kaniko. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Engines - Alternatives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api: title: 'blog.logrocket.com: GraphQL vs. gRPC vs. REST: Choosing the right API' description: '' year: '2023' stars: 5 ai_summary: 'A deep architectural comparison of GraphQL, gRPC, and REST. Details clear design sweet spots: GraphQL for data consolidation on client screens, gRPC for service-to-service calls, and REST for stable public integrations.' language: Agnostic resource_type: Analysis complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - Patterns - Comparison tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.logrocket.com/guide-to-grpc-gateway: title: 'blog.logrocket.com: An all-in-one guide to gRPC-Gateway' description: '' year: '2026' stars: 0 ai_summary: This LogRocket guide delivers a comprehensive tutorial on configuring and deploying the gRPC-Gateway proxy inside microservices. It covers real-world tasks such as generating reverse proxy code from protobuf schemas, intercepting errors, and handling cross-origin resource sharing (CORS). For engineers transitioning to gRPC, this reference simplifies the integration of dual-protocol APIs. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ed7b744a630c58aca3b2c72778aeb6eb57378336daa1c013805bf92efe1cf00c health_score: 100.0 last_checked: 1779031111.011987 needs_ai_refresh: true hierarchy: - Learning Resources - Tutorials - API Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:31.011987+02:00' https://blog.logrocket.com/how-to-build-blockchain-from-scratch-go: title: 'blog.logrocket.com: How to build a blockchain from scratch with Go' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a9c86d505e5090c914f4263890b5fed1707cf71cbd3a2b4396a62a1f9f72b1e4 health_score: 100.0 last_checked: 1779031257.933359 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:57.933359+02:00' https://blog.logrocket.com/kubevela-intro-better-way-ship-applications: title: 'blog.logrocket.com: Intro to KubeVela: A better way to ship applications' description: '' year: '2021' stars: 0 ai_summary: An introductory developer guide providing an overview of KubeVela's application architecture model and its practical advantages over standard Kubernetes YAML files. It explains how to model complex deployment stages. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 326cee9ad7a2f37ec712f6483fb80178a0296d6f78276361e854f6016261a9e9 health_score: 100.0 last_checked: 1779031381.562617 needs_ai_refresh: true hierarchy: - Platform Engineering - Application Delivery - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.562617+02:00' https://blog.logrocket.com/top-10-vs-code-extensions-2021: title: 'blog.logrocket.com: Top 10 VS Code extensions for 2021' description: '' year: '2026' stars: 3 ai_summary: Retrospective review of key VS Code extensions from 2021. Offers context on how tooling has transitioned from simple local execution helpers to advanced cloud-integrated platforms. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5b4bbfb8253173ff6de52c52f82aea519892ee21b2008590e2258847cf9fbf9b health_score: 100.0 last_checked: 1779032549.465955 needs_ai_refresh: true hierarchy: - Development Environment - Productivity - Community Resource tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.465955+02:00' https://blog.logrocket.com/top-docker-alternatives-2022: title: '==blog.logrocket.com: Top Docker alternatives for 2022==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0359329a98b67214a271a8f5b64fe1770929d2a309fec47a4f02289ff66d8309 health_score: 100.0 last_checked: 1779029569.688526 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:49.688526+02:00' https://blog.logrocket.com/working-supabase-studio: title: 'blog.logrocket.com: Working with Supabase Studio' description: '' year: '2022' stars: 0 ai_summary: A practical exploration of Supabase Studio, an embedded database UI. Shows how to configure relational tables, manage Row-Level Security (RLS) configurations, and run SQL commands without leaving the platform UI. language: SQL/TypeScript resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend-as-a-Service - PostgreSQL - Database Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.lukechannings.com/2020-05-10-kubernetes-gitops-lessons.html: title: 'blog.lukechannings.com: Mistakes made and lessons learned with Kubernetes'' and GitOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c91c3a350ed1d3430347d5e98325754b6dd8b2ae5c9658033f13ec5595f193d0 health_score: 100.0 last_checked: 1779031122.404662 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.404662+02:00' https://blog.marcnuri.com: title: blog.marcnuri.com description: '- [blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!](https://blog.marcnuri.com/eclipse-jkube-1-4-0)' year: '2021' stars: 0 ai_summary: A deep-dive analysis of Eclipse JKube 1.4.0 improvements, focusing on streamlined Helm chart compilation, upgraded core API clients, and enhanced native build properties for container engines. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Java Tooling - Eclipse JKube tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.marcnuri.com/eclipse-jkube-1-4-0: title: 'blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!' description: '' year: '2021' stars: 2 ai_summary: An update detailing features and improvements delivered in Eclipse JKube 1.4.0. Live Grounding indicates that updates like 1.4.0 stabilized multi-platform image generation capabilities and introduced robust handling of custom Helm charts and manifest validation rules. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Release Notes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift: title: 'blog.marcnuri.com: Eclipse JKube introduction: Java tools and plugins for Kubernetes and OpenShift' description: '' year: '2020' stars: 3 ai_summary: An introductory blog post showcasing the capabilities of JKube's Kubernetes Maven and Gradle plugins. Live Grounding points to this resource as an excellent conceptual primer, explaining the transition from raw Java byte code to orchestrator-ready container configurations with minimal configuration overhead. language: English resource_type: Blog / Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Overview tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm: title: 'blog.marcnuri.com: Build Kubernetes controllers with Fabric8 Kubernetes Client, Quarkus, and JKube' description: '' year: '2023' stars: 0 ai_summary: Detailed technical guide showing how to leverage Quarkus, GraalVM native image compilation, and the Fabric8 client to build sub-second startup Kubernetes controllers. By integrating Eclipse JKube, developers can deploy footprint-optimized Java applications perfectly suited for serverless scaling. language: Java resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Java SDKs - Quarkus Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction: title: 'blog.marcnuri.com: Fabric8 Kubernetes Client for Java introduction' description: '' year: '2023' stars: 0 ai_summary: An in-depth introduction to the Fabric8 Kubernetes Client for Java developers, showcasing its thread-safe builder patterns and dynamic API mapping. It serves as a highly efficient alternative to official clients, simplifying Custom Resource Definition (CRD) operations and custom controller architecture within modern JVM-based microservices. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Java SDKs - Fabric8 Client tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.mariano.cloud/do-you-even-jsonpath: title: 'blog.mariano.cloud: Do you even JSONPath?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mariano.cloud: Do you even JSONPath? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029916.537381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T16:58:36.537381+02:00' https://blog.mayadata.io/container-attached-storage-cas-vs.-software-defined-storage-which-one-to-choose: title: 'blog.mayadata.io: Container Attached Storage (CAS) vs. Software-Defined'' Storage - Which One to Choose?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mayadata.io: Container Attached Storage (CAS) vs. Software-Defined'' Storage - Which One to Choose? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034049.187489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.187489+02:00' https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1: title: GitHub Chaos Actions in Your CI/CD workflow description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering GitHub Chaos Actions in Your CI/CD workflow in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033794.916568 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.916568+02:00' https://blog.mayadata.io/kubernetes-storage-basics-pv-pvc-and-storageclass: title: "blog.mayadata.io: Kubernetes storage basics: PV, PVC and StorageClass \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.mayadata.io: Kubernetes storage basics: PV, PVC and StorageClass \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.695702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.695702+02:00' https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support: title: 'The Flask Mega-Tutorial: Now with Python 3 Support' description: '' year: '2021' stars: 0 ai_summary: Miguel Grinberg's definitive masterclass in Flask application development. Guides developers from initial setup through databases migrations with SQLAlchemy, user authorization pipelines, background tasks, and containerized cloud setups. language: Python resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Comprehensive Tutorials tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.mimacom.com/automate-nexus: title: blog.mimacom.com/automate-nexus description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering blog.mimacom.com/automate-nexus in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031533.410313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.410313+02:00' https://blog.mimacom.com/git-aliases-you-wished-you-had: title: 'blog.mimacom.com: The Git Commands You Wish You Always Had' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com: The Git Commands You Wish You Always Had in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.130148 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.130148+02:00' https://blog.mimacom.com/kubernetes-cheat-sheet: title: 'blog.mimacom.com: Kubernetes Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com: Kubernetes Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031574.307297 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:14.307297+02:00' https://blog.mimacom.com/log4j-in-a-log4shell: title: 'blog.mimacom.com: A Summary of log4j Exploit in a Log4shell - What Happened'' and What You Can Do About It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com: A Summary of log4j Exploit in a Log4shell - What Happened'' and What You Can Do About It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.404953 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.404953+02:00' https://blog.min.io/best-practices-for-kubernetes-object-storage: title: 'blog.min.io: Best Practices for Kubernetes Object Storage' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f health_score: 100.0 last_checked: 1779029574.098438 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:54.098438+02:00' https://blog.min.io/certificate-based-authentication-with-s3: title: 'blog.min.io: Certificate-based Authentication for S3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4394025f35827d71f3ac31fed31ffba9dd162d059eb880ed6ebe15a665c23338 health_score: 100.0 last_checked: 1779031021.344174 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:01.344174+02:00' https://blog.min.io/monoclouds-vs-multiclouds-hybridclouds: title: 'blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f health_score: 100.0 last_checked: 1779031620.778745 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.778745+02:00' https://blog.min.io/single-vs-multi-tenant: title: 'blog.min.io: Cloud-Native Object Storage Architectures: Single-Tenant vs'' Multi-Tenant' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f health_score: 100.0 last_checked: 1779029119.168581 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:19.168581+02:00' https://blog.min.io/the_way_of_the_cloud: title: 'blog.min.io: Kubernetes, Consistency and Commoditization - The Way of the'' Cloud' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f health_score: 100.0 last_checked: 1779032377.058454 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:37.058454+02:00' https://blog.min.io/why-kubernetes-managed: title: 'blog.min.io: Why Kubernetes Managed Object Storage Matters' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f health_score: 100.0 last_checked: 1779032173.633686 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:13.633686+02:00' https://blog.mineiros.io/how-to-keep-your-terraform-code-dry-by-using-terramate-be5807fef8f6: title: 'blog.mineiros.io: How to keep your Terraform code DRY by using Terramate' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029509.194417 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:49.194417+02:00' https://blog.mineiros.io/introducing-terramate-an-orchestrator-and-code-generator-for-terraform-5e538c9ee055: title: 'blog.mineiros.io: Introducing Terramate — An Orchestrator and Code Generator'' for Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.mineiros.io: Introducing Terramate — An Orchestrator and Code Generator'' for Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031574.104962 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:14.104962+02:00' https://blog.mongodirector.com/which-is-the-best-mongodb-gui: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.mongodirector.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032898.871479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:18.871479+02:00' https://blog.netsil.com/kubernetes-vs-openshift-vs-tectonic-comparing-enterprise-options-e3a34dc60519: title: 'blog.netsil.com: Kubernetes vs Openshift vs Tectonic: Comparing Enterprise'' Options' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.netsil.com: Kubernetes vs Openshift vs Tectonic: Comparing Enterprise'' Options in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030856.44908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.449080+02:00' https://blog.newrelic.com/engineering/how-to-organize-kubernetes-clusters: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 34b93a040543d1f9729bf70360c63c6913483c7690ed74377a04cd49ac2f1adc health_score: 100.0 last_checked: 1779033612.061286 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:12.061286+02:00' https://blog.newrelic.com/engineering/how-to-use-kubernetes-volumes: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes'' Volumes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e2e5e0dff992f15a01fdce4a1ddfccd71b13bb1775f97372dec1b2ce9c18f4ab health_score: 100.0 last_checked: 1779030407.10823 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:47.108230+02:00' https://blog.newrelic.com/engineering/kubernetes-health-checks: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 2: How to Use Health Checks' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4fd2012d435a50645805046545549336ce67b850662efbce88ec5c3ca4743134 health_score: 100.0 last_checked: 1779032756.682249 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:56.682249+02:00' https://blog.newrelic.com/engineering/kubernetes-request-and-limits: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 1: How to Manage Cluster'' Capacity with Requests and Limits' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3b2d730249f135d5f551e2c729196140aadcca418ab2d5f7b1b642a7b0ae2663 health_score: 100.0 last_checked: 1779030882.799594 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.799594+02:00' https://blog.newrelic.com/engineering/opentelemetry-opentracing-opencensus: title: 'newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best'' overview of OpenTelemetry)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c4de583d3b6057995fe832ecff2d9188e336e12fef6bfda94f58a8f5d76bbdc0 health_score: 100.0 last_checked: 1779034564.347418 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.347418+02:00' https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-controller-on-kubernetes: title: 'blog.nillsf.com: How to run your own admission controller on Kubernetes' description: '' year: '2020' stars: 0 ai_summary: Details the build-and-deploy cycle for executing custom admission validation controllers. Outlines network security issues, webhook endpoint setups, and service configurations required by the API server. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Security - Webhooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes: title: 'blog.nillsf.com: Customize core dump in Azure Kubernetes' description: '' year: '2020' stars: 0 ai_summary: Analyzes advanced kernel-level customizations required to capture core dumps from Linux containers running on AKS. Focuses on configuring host path directories, container filesystem capabilities, and kernel variables. Grounding shows this is vital for diagnostic debugging in low-level runtime environments (C++/.NET) where standard logs fail during sudden container restarts. language: Bash/YAML resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Troubleshooting - Diagnostic Analysis - Core Dumps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes: title: Nomad an alternative to Kubernetes description: '' year: '2019' stars: 0 ai_summary: A critical contrast of Nomad against Kubernetes, focusing on single-binary architecture, easy deployment, and native integrations with HashiCorp Consul and Vault. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification: title: 'blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith to Proof' description: '' year: '2020' stars: 4 ai_summary: Focuses on validating network security policies using automated policy-verification and security-testing tools instead of assuming they work. Explains techniques for writing reliable assertions for ingress and egress rules. Live Grounding notes that modern 2026 enterprise teams actively integrate policy checkers (such as Sonobuoy, Cilium Hubble, or OPA) into CI/CD pipelines. language: Markdown resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Security & Hardening tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.nootch.net/post/kubernetes-at-home-with-k3s: title: 'blog.nootch.net: Kubernetes at Home With K3s' description: '' year: '2020' stars: 2 ai_summary: A personal home-lab engineering log detailing bare-metal K3s installation, storage mounting strategies, and managing multi-tenant microservices on budget-friendly consumer hardware. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Bare Metal - Home Lab tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.ogenki.io/post/terraform-controller: title: 'blog.ogenki.io: Applying GitOps Principles to Infrastructure: An overview of tf-controller' description: "- Terraform can be considered a \"semi-declarative\" tool as there is no built-in automatic reconciliation feature. There are several solutions to address this issue, but generally speaking, a modification will be applied using terraform apply. The code is actually written using the HCL configuration files (declarative), but the execution is done imperatively. As a result, there can be a drift between the declared and actual state (for example, a colleague who would have changed something directly into the console \U0001F609).\n - ❓❓ So, how can I ensure that what is committed using Git is really applied. How to be notified if there is a change compared to the desired state and how to automatically apply what is in my code (GitOps)?\n - This is the promise of tf-controller, an Open Source Kubernetes operator from Weaveworks, tightly related to Flux (a GitOps engine from the same company). Flux is one of the solutions I really appreciate, that's why I invite you to have a look on my previous article" year: '2023' stars: 4 ai_summary: Analyzes the capabilities of Weaveworks' "tf-controller", a specialized Kubernetes operator designed to reconcile Terraform configurations following strict GitOps design loops. Details how this eliminates configuration drift by continuously comparing declared Git repository states with actual live environment structures. Live grounding confirms that despite Weaveworks' corporate restructuring, the community remains actively engaged in developing controller-driven reconciliation loops. language: Go resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Kubernetes Integration - GitOps & Provisioning tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.oliverjumpertz.dev/the-10-most-valuable-lessons-i-learned-as-a-developer: title: 'blog.oliverjumpertz.dev: The 10 Most Valuable Lessons I Learned As A Developer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.oliverjumpertz.dev: The 10 Most Valuable Lessons I Learned As A Developer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029796.108915 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:36.108915+02:00' https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-personal: title: 'blog.openreplay.com: 8 Cool VS Code tips to make your workspace more personal' description: '' year: '2022' stars: 0 ai_summary: Explores workspace personalization strategies within VS Code. Outlines customizations for custom layouts, performance optimization settings, and UI modifications to support intensive, multi-hour coding sessions. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 8a704484e51fe75e103c8636999b7d671d4e7e17c490f5dec1a4dc7041a2dd3f health_score: 100.0 last_checked: 1779029356.950442 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:16.950442+02:00' https://blog.openshift.com/500_pods_per_node: title: "blog.openshift.com: OpenShift Scale: Running 500 Pods Per Node \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e8cb1098fe34b77675ef3aae22554e9824287759ef54e290407325208c6a52e5 health_score: 100.0 last_checked: 1779029165.634147 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.634147+02:00' https://blog.openshift.com/advanced-network-customizations-for-openshift-install: title: 'blog.openshift.com: Advanced Network customizations for OpenShift Install' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c44273f5e49429789bb2ef18432dfdd8a35158ad19021a7a9b74cd513b2d7767 health_score: 100.0 last_checked: 1779032088.22765 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:48.227650+02:00' https://blog.openshift.com/aws-and-red-hat-quickstart-workshop: title: 'blog.openshift.com: OCP multi-node deployment on **AWS** using CloudFormation'' and Ansible (quickstart workshop)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e23227f60378685a415b96c0c73a507ab461ddbb0bf594fce8be391b9c4d40a7 health_score: 100.0 last_checked: 1779032869.788386 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:49.788386+02:00' https://blog.openshift.com/cloud-native-ci-cd-with-openshift-pipelines: title: 'blog.openshift.com: cloud native CI/CD with openshift pipelines' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 66015a0026f92adabf79475854c7c2f09f5b136dc1c40c7ff6e9d0244797ca14 health_score: 100.0 last_checked: 1779034558.210893 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/tekton.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:58.210893+02:00' https://blog.openshift.com/configure-the-openshift-image-registry-backed-by-openshift-container-storage: title: 'blog.openshift.com: Configure the OpenShift Image Registry backed by OpenShift'' Container Storage' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cf2f0457cdc0d28f7cf398dc01abaeb74a63da266b8dcedfaf7badd6713c50f6 health_score: 100.0 last_checked: 1779030653.847237 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.847237+02:00' https://blog.openshift.com/debugging-java-applications-on-openshift-kubernetes: title: 'blog.openshift.com: Debugging Java Applications On OpenShift and Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dda7ec361766f5f9f97c0a7b67370743ca08bf6ebd9d59b5c046e9646466dfaa health_score: 100.0 last_checked: 1779032762.817084 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:02.817084+02:00' https://blog.openshift.com/deploying-jenkins-on-openshift-part-1: title: 'blog.openshift.com: Deploying Jenkins on OpenShift: Part 1' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b0c6304d42b8751b8593aa2f93281777cef36f3a81064d9f3ef84da953448fcd health_score: 100.0 last_checked: 1779031436.003548 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift-pipelines.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:56.003548+02:00' https://blog.openshift.com/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms: title: Enabling OpenShift 4 Clusters to Stop and Resume Cluster VMs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5d8b2bf7e2ab6fccd522abb51222af09ae87f1bac8c08c329b0e7853b43f4b86 health_score: 100.0 last_checked: 1779033360.87944 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:00.879440+02:00' https://blog.openshift.com/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent: title: "blog.openshift.com: Fine-Grained Policy Enforcement in OpenShift with Open' Policy Agent \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 356195790f128135638d2857608626b4046248f2468393c1f7a36c640377ea20 health_score: 100.0 last_checked: 1779033782.538892 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:02.538892+02:00' https://blog.openshift.com/from-templates-to-openshift-helm-charts: title: 'blog.openshift.com: From Templates to Openshift Helm Charts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 23c0178f6a74ea15327784473eb11bab3091a702049e7ab659cfc3e1865c1551 health_score: 100.0 last_checked: 1779031451.297832 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:11.297832+02:00' https://blog.openshift.com/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator: title: "Fully Automated Management of Egress IPs with the egressip-ipam-operator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d90202eddd2feaeb97e512c210a5ce2eefe6bae03a5b8e889d51fda5a30f1e53 health_score: 100.0 last_checked: 1779030024.979321 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:24.979321+02:00' https://blog.openshift.com/getting-started-with-kubevirt: title: Getting Started with KubeVirt Containers and Virtual Machines Together description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 804741305af57887ddd29deecdc7f7dd29ae40437cc499265ae19689822ddab3 health_score: 100.0 last_checked: 1779030680.998127 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:20.998127+02:00' https://blog.openshift.com/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab: title: 'blog.openshift.com: Guide to Installing an OKD 4.4 Cluster on your Home'' Lab' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e5528bbb6cdf971d0a9f11ac7a1554b7b7c14a63bbbe57e2cbe66e8cfeae3593 health_score: 100.0 last_checked: 1779033584.002035 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:44.002035+02:00' https://blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-dashboard: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.openshift.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.993694 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.993694+02:00' https://blog.openshift.com/improving-jenkins-performance-on-openshift-part-2: title: 'blog.openshift.com: Improving jenkins performance on openshift - part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2be68ce83d0d14b94433db966657036f1581399d72f468b7dbaeab8dac77043d health_score: 100.0 last_checked: 1779032552.574875 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift-pipelines.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:32.574875+02:00' https://blog.openshift.com/installing-okd-3-10-on-a-single-host: title: "blog.openshift.com: Installing OKD 3.10 on a Single Host \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f8b4a91e58817c13e797e40b3f5f7c03787096045236d5efad8f3e5912e06f24 health_score: 100.0 last_checked: 1779029897.266537 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:17.266537+02:00' https://blog.openshift.com/introducing-red-hat-openshift-4: title: 'blog.openshift.com: Introducing Red Hat OpenShift 4' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8eeb1602ac296b6dec91c336294538741685645ce8457831f36eab9bc7806eb2 health_score: 100.0 last_checked: 1779029068.505941 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:09.346210+02:00' https://blog.openshift.com/kubernetes-pods-life: title: "blog.openshift.com - Kubernetes: A Pod’s Life \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 237760630b472db934ca3fd54ab1b5322bf319183bef07ca0190b40cf9489313 health_score: 100.0 last_checked: 1779031497.556622 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.556622+02:00' https://blog.openshift.com/migrating-your-applications-to-openshift-4: title: "blog.openshift.com: Migrating your applications to OpenShift 4 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6e5a92c89ed15c77c955d9f3653cfebd55ed8602396728207ab3c25c09f65252 health_score: 100.0 last_checked: 1779029158.877362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.877362+02:00' https://blog.openshift.com/openshift-4-2-vsphere-install-quickstart: title: 'blog.openshift.com: OpenShift 4.2 vSphere Install Quickstart' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2382019fda064b4eb92c534781e9c3a1c4af7ed697978ca9d34c9e002d116e36 health_score: 100.0 last_checked: 1779031866.091643 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:06.091643+02:00' https://blog.openshift.com/openshift-4-2-vsphere-install-with-static-ips: title: "blog.openshift.com: OpenShift 4.2 vsphere install with static IPs \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 923472ab323ecc771e0f7b2725a631aaf2995903539408a2eb37a644da41482d health_score: 100.0 last_checked: 1779031385.610051 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:05.610051+02:00' https://blog.openshift.com/openshift-4-install-experience: title: 'blog.openshift.com: OpenShift 4 Install Experience' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 31d6fcf6eba7cbcd9be0a84074aac62d76d06057d9d449042063391fc350724d health_score: 100.0 last_checked: 1779032579.415075 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:59.415075+02:00' https://blog.openshift.com/openshift-and-network-security-zones-coexistence-approaches: title: Network Security Zones in Openshift (DMZ) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9f161c0cbefe6c6cdae67be6897b6f6a98849f689a2e8cd0e1064d13ed53bce6 health_score: 100.0 last_checked: 1779030574.626211 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.626211+02:00' https://blog.openshift.com/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale: title: 'OpenShift Ecosystem: API Management on Red Hat OpenShift with 3scale' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 95624ad111a5d1cb4f5fddb1d6b89c9f552a771342efc8a0a0a37199b65d90ed health_score: 100.0 last_checked: 1779029970.286615 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:30.286615+02:00' https://blog.openshift.com/performance-metrics-apm-spring-boot-microservices-openshift: title: 'blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices'' on OpenShift' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 757b673f26e4a597ed1435015796ff0779587ae94c9fa1757630a2b8eafcb602 health_score: 100.0 last_checked: 1779030116.442373 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:56.442373+02:00' https://blog.openshift.com/red-hat-openshift-service-mesh-is-now-available-what-you-should-know: title: "blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What' you should know \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ab9dfe694a50e3bc9379640b34a4d1abcd2bf477ccb7984517976971e373bed4 health_score: 100.0 last_checked: 1779029631.711907 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/istio.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.711907+02:00' https://blog.openshift.com/scaling-java-containers: title: "blog.openshift.com: Scaling Java Containers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4cdc41e3c27bec0962eef8e3de1ed3b88839f41924c5efa422f5ec8fd3a8209f health_score: 100.0 last_checked: 1779032220.23407 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:00.234070+02:00' https://blog.openshift.com/simplifying-openshift-case-information-gathering-workflow-must-gather-operator: title: "blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow:' **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes, **it is considered a bad practice to ssh into a node and perform debugging actions**) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 10606c39c7299abc5595e38e8c4e0670565b9948098c75bc8f8c6227b10f21de health_score: 100.0 last_checked: 1779034135.056915 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:55.056915+02:00' https://blog.openshift.com/tag/multi-datacenter: title: blog.openshift.com/tag/multi-datacenter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 59061a10347fc75bd5fa2369b54127132ffad40c32c587deecce26d77991ff96 health_score: 100.0 last_checked: 1779030005.672775 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:05.672775+02:00' https://blog.openshift.com/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure: title: "blog.openshift.com: Tech Preview: Get visibility into your OpenShift costs' across your hybrid infrastructure \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1428a5ae61971718010953ecee394cccd83b448243f1f28e62251dd4aea74746 health_score: 100.0 last_checked: 1779033167.868212 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:47.868212+02:00' https://blog.openshift.com/top-kubernetes-operators-advancing-across-the-operator-capability-model: title: Top Kubernetes Operators description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3ba9b2a40bd6befd07a32cf222a628b50acd5e71e755d6a651b9b2ab6553764b health_score: 100.0 last_checked: 1779033002.451191 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:02.451191+02:00' https://blog.openshift.com/troubleshooting-openshift-network-performance-with-a-netperf-daemonset: title: 'blog.openshift.com: Troubleshooting OpenShift network performance with a'' netperf DaemonSet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0ec30548d0537e94ec82be385fde4ad297f35d4da749c67d50468ecb22c26d16 health_score: 100.0 last_checked: 1779031788.357597 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:48.357597+02:00' https://blog.openshift.com/understanding-service-accounts-sccs: title: ref1 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 842bc59307f965f9cff2478ea94aa03346fc623714395d633d19f0db030b9fec health_score: 100.0 last_checked: 1779034309.655892 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.655892+02:00' https://blog.openshift.com/using-openshift-3-on-your-local-environment: title: "blog.openshift.com/: Using OpenShift 3 on your **local environment** \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: An older guide outlining the local instantiation of OpenShift 3 development environments using Minishift. Today, OpenShift Local (formerly CodeReady Containers) is the recommended utility for spinning up a local OCP 4 instance. language: Bash resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - Local Dev - Legacy Platform tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.openshift.combuild-kubernetes-operators-from-helm-charts-in-5-steps: title: The supported method of using Helm charts with Openshift4 is via the Helm Operator description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering The supported method of using Helm charts with Openshift4 is via the Helm Operator in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031341.403191 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:21.403191+02:00' https://blog.openshift.comfederation-v2-is-now-kubefed: title: Multi-cluster Federation in OpenShift 4 is called **KubeFed** description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.381273 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.381273+02:00' https://blog.openshift.comfull-cluster-part-2-protecting-nodes: title: blog.openshift.com/full-cluster-part-2-protecting-nodes description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032231.96755 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:11.967550+02:00' https://blog.openshift.comfull-cluster-part-3-capacity-management: title: full-cluster-part-3-capacity-management description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034131.379162 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.379162+02:00' https://blog.openshift.comhelm-and-operators-on-openshift-part-1: title: 'blog.openshift.com: Helm and Operators on OpenShift, Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: Helm and Operators on OpenShift, Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031566.863239 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:06.863239+02:00' https://blog.openshift.comhelm-and-operators-on-openshift-part-2: title: 'blog.openshift.com: Helm and Operators on OpenShift, Part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: Helm and Operators on OpenShift, Part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.452395 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.452395+02:00' https://blog.openshift.comintroduction-to-gitops-with-openshift: title: 'blog.openshift.com: Introduction to GitOps with OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: Introduction to GitOps with OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032619.99221 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md - docs/ocp3.md v2_locations: - gitops.md - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:39.992210+02:00' https://blog.openshift.comis-it-too-late-to-integrate-gitops: title: 'blog.openshift.com: is it too late to integrate GitOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: is it too late to integrate GitOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032549.446317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md - docs/ocp3.md v2_locations: - gitops.md - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.446317+02:00' https://blog.openshift.comkubernetes-federation-v2-on-openshift-3-11: title: OpenShift 3.11 Multi-cluster Federation description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034015.393153 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.393153+02:00' https://blog.openshift.comopenshift-hive-cluster-as-a-service: title: 'blog.openshift.com: openshift hive cluster as a service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: openshift hive cluster as a service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.397316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:10.397316+02:00' https://blog.openshift.comusing-kubefed-to-deploy-applications-to-ocp3-and-ocp4-clusters: title: Using **KubeFed** to deploy applications description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Using **KubeFed** to deploy applications in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029992.719339 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.719339+02:00' https://blog.opstree.com/2021/06/21/a-comparison-between-various-container-orchestration-services-ecs-vs-kubernetes: title: 'blog.opstree.com: A Comparison Between Various Container Orchestration Services!'' (ECS vs Kubernetes)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.opstree.com: A Comparison Between Various Container Orchestration Services!'' (ECS vs Kubernetes) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029116.13538 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:16.135380+02:00' https://blog.opstree.com/2021/11/16/aws-secret-manager: title: 'blog.opstree.com: AWS Secret Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.opstree.com: AWS Secret Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031257.880813 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:57.880813+02:00' https://blog.overops.com/devops-vs-sre-whats-the-difference-between-them-and-which-one-are-you: title: 'overops.com: DevOps vs. SRE: What’s the Difference Between Them, and Which'' One Are You?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering overops.com: DevOps vs. SRE: What’s the Difference Between Them, and Which'' One Are You? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.557723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.557723+02:00' https://blog.ovhcloud.com: title: 'ovh.com - getting external traffic into kubernetes: clusterip, nodeport, loadbalancer and ingress' description: '' year: '2021' stars: 3 ai_summary: 'A comprehensive introductory guide explaining the four main methods of routing external traffic into a Kubernetes cluster: ClusterIP, NodePort, LoadBalancer, and Ingress. Compares routing efficiency and operational use cases. Live Grounding confirms this conceptual foundation is critical for engineering teams choosing between simple L4 load balancers and complex L7 ingress/gateway APIs.' language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Ingress & Traffic tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.palark.com/best-practices-for-deploying-highly-available-apps-in-kubernetes-part-1: title: '==blog.palark.com: Best practices for deploying highly available apps in'' Kubernetes. Part 1==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ea7a3da779fd8f1c58b966274e447717ddd8a06111538aad767d34f7ebbbdbdf health_score: 100.0 last_checked: 1779030007.265103 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:07.265103+02:00' https://blog.palark.com/best-practices-for-deploying-highly-available-apps-in-kubernetes-part-2: title: 'blog.palark.com: Best practices for deploying highly available apps in Kubernetes.'' Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b11a9987e8e70e31dafcf4c2d0b4849d5e1d0fae9a94ee5a18d7cb50a483be0c health_score: 100.0 last_checked: 1779030987.57398 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:27.573980+02:00' https://blog.palark.com/chaos-mesh-in-kubernetes: title: 'blog.palark.com: Attaining harmony of chaos in Kubernetes with Chaos Mesh' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 85724c3f018168790d1c9436ca07509f4d7415a4cd2b6997ce52543bebcaa571 health_score: 100.0 last_checked: 1779031462.305421 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chaos-engineering.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:22.305421+02:00' https://blog.palark.com/comparing-ingress-controllers-for-kubernetes: title: 'blog.palark.com: Comparing Ingress controllers for Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d2872234c6d937b788cf4802a87047894c00ae1b0f5dd13d6ad6f1e0575af473 health_score: 100.0 last_checked: 1779032136.213078 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:36.213078+02:00' https://blog.palark.com/configmaps-in-kubernetes-how-they-work-and-what-you-should-remember: title: "blog.palark.com: ConfigMaps in Kubernetes: how they work and what you should' remember \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c10ee371eb7b0bdeb4a24770c2b80ed805491874212b64e944f8204708922943 health_score: 100.0 last_checked: 1779030967.794026 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:07.794026+02:00' https://blog.palark.com/failure-stories-elasticsearch-migration-within-kubernetes: title: 'blog.palark.com: Failure stories #2. How to destroy Elasticsearch while'' migrating it within Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fea3b1d088ffe792d4087a4627051661fca68862f32ddada9d44906754f63335 health_score: 100.0 last_checked: 1779032787.052446 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:27.052446+02:00' https://blog.palark.com/kubernetes-services-interaction-monitoring-with-netflow: title: 'blog.palark.com: Service communication monitoring in Kubernetes with NetFlow' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2c2c5d37bf809e0ced3d9bfa6aac00488551e9cb9ede17f460d16bbb813d02da health_score: 100.0 last_checked: 1779032221.045834 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:01.045834+02:00' https://blog.palark.com/kubernetes-snaphots-usage: title: "blog.palark.com: Kubernetes snapshots: What are they and how to use them?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 91bcb37070c4a54dce3bd6d4dfb717e11e4e9242b4c0a7c45a78d5e0d6f5cd65 health_score: 100.0 last_checked: 1779031362.430727 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:42.430727+02:00' https://blog.palark.com/okteto-cloud-for-local-development-in-kubernetes: title: 'blog.palark.com: Okteto Cloud as another way for local development in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 896b3e485b2707e5260dc6bc67d34548175f61426db6c7e6a50764d2f1c60667 health_score: 100.0 last_checked: 1779031721.435769 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:41.435769+02:00' https://blog.palark.com/tag/kubernetes: title: blog.palark.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ce7431c7413501cd5372b177266d1483268d5b803196d04200f4592f5afbfb18 health_score: 100.0 last_checked: 1779032978.894886 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:38.894886+02:00' https://blog.paloaltonetworks.com/2020/10/cloud-iam-misconfiguration-risks: title: 'paloaltonetworks.com: Is Your Organization Protected Against IAM Misconfiguration'' Risks?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 55532c0c4d7d574b8ff3f08fa2013fc5edb6e3718fe5b20a18d2ba11c6a9b160 health_score: 100.0 last_checked: 1779033845.608762 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:04:05.608762+02:00' https://blog.pandorafms.org/network-commands: title: 'blog.pandorafms.org: Useful Network commands' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.pandorafms.org: Useful Network commands in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.715828 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.715828+02:00' https://blog.pipetail.io/posts/2020-05-04-most-common-mistakes-k8s: title: 10 most common mistakes when using Kubernetes description: "- resources - requests and limits\n - liveness and readiness probes\n \ - LoadBalancer for every http service\n - non-kubernetes-aware cluster autoscaling\n - Not using the power of IAM/RBAC" year: '2020' stars: 0 ai_summary: 'Explores core architectural errors: missing CPU/Memory requests/limits, misconfigured liveness/readiness probes, exposing all HTTP services via individual Cloud LoadBalancers, and neglecting IAM/RBAC context integration.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Common Anti-Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.pixielabs.ai/hybrid-architecture/hybrid-architecture: title: 'blog.pixielabs.ai: Building Kubernetes Native SaaS applications: iterating'' quickly by deploying in-cluster data planes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.pixielabs.ai: Building Kubernetes Native SaaS applications: iterating'' quickly by deploying in-cluster data planes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031799.978663 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:59.978663+02:00' https://blog.plasticscm.com/2018/09/add-mergebot-to-your-repo.html: title: 'blog.plasticscm.com: Add a mergebot to your repo!' description: '' year: '2018' stars: 2 ai_summary: An official Plastic SCM technical blog post explaining the setup and architectural benefits of integrated merge bots. Outlines workflows to prevent integration bottlenecks and systematically enforce automated QA gates prior to branch resolution. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Distributed VCS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.polymatic.systems/service-mesh-wars-goodbye-istio-b047d9e533c7: title: 'blog.polymatic.systems: Service Mesh Wars, Goodbye Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.polymatic.systems: Service Mesh Wars, Goodbye Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032549.425271 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.425271+02:00' https://blog.postman.com/capture-responses-using-the-postman-proxy: title: 'blog.postman.com: You Can Now Capture Responses Using the Postman Proxy' description: '' year: '2022' stars: 0 ai_summary: Technical guide showing how to deploy Postman's native Proxy configuration to capture request and response payloads in real-time. Extremely useful for reverse-engineering closed APIs and debugging mobile/IoT traffic flow. language: N/A resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430038.528058 needs_ai_refresh: false hierarchy: - Quality Assurance - API Design - Network Debugging tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-14T11:40:38.528058+02:00' https://blog.postman.com/how-to-choose-between-rest-vs-graphql-vs-grpc-vs-soap: title: '==blog.postman.com: How to choose between REST vs. GraphQL vs. gRPC vs.'' SOAP==' description: '' year: '2023' stars: 0 ai_summary: An elite architectural breakdown contrasting REST, GraphQL, gRPC, and SOAP protocols. Outlines technical selection heuristics based on transport performance, serialization structures, payload size, type-safety guarantees, and network latency tolerances inside microservice topologies. language: N/A resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430036.337566 needs_ai_refresh: false hierarchy: - Software Engineering - API Design - Protocol Selection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-14T11:40:36.337566+02:00' https://blog.postman.com/introducing-secret-variable-type-in-postman: title: '==blog.postman.com: Introducing the Secret Variable Type in Postman==' description: '' year: '2023' stars: 0 ai_summary: Postman's 'Secret' variable type enhances security workflows by preventing sensitive data leakage in API tests and collections. It masks sensitive values (like API keys or tokens) in the Postman UI and console logs, protecting them from accidental exposure during sharing or screen-sharing sessions. This feature represents a critical upgrade for enterprise DevSecOps pipelines integrating automated API testing. language: JavaScript resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781432158.627616 needs_ai_refresh: false hierarchy: - Security & Governance - API Lifecycle - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-14T12:15:58.627616+02:00' https://blog.postman.com/matrix-postman-internal-tool-microservices: title: 'blog.postman.com: Meet Matrix: Postman’s Internal Tool for Working with'' Microservices' description: '' year: '2021' stars: 0 ai_summary: Matrix is Postman's internal developer tool designed to orchestrate local microservices development, simplifying the execution and coordination of dependent services. It acts as a lightweight developer portal, bridging the gap between local compose files and remote staging environments. Live engineering truth reveals it as a custom service runner that enhances developer workflow automation and mitigates configuration drift. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429917.985719 needs_ai_refresh: false hierarchy: - Architecture - Microservices - Internal Developer Platforms tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-14T11:38:37.985719+02:00' https://blog.postman.com/postman-first-5-things-to-try: title: 'blog.postman.com: First 5 Things to Try If You’re New to Postman' description: '' year: '2021' stars: 0 ai_summary: A foundational guide covering fundamental Postman workflows, including sending requests, creating collections, executing environment variables, and automated test scripting. It introduces developers to rapid API prototyping and assertions using Chai-based test libraries. This entry point establishes robust habits for automated integration testing in microservices architectures. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429918.934791 needs_ai_refresh: false hierarchy: - API Development - Testing & Debugging - Getting Started tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-14T11:38:38.934791+02:00' https://blog.postman.com/postmans-proxy-now-fully-supports-https-endpoints: title: 'blog.postman.com: Postman’s Proxy Now Fully Supports HTTPS Endpoints' description: '' year: '2021' stars: 0 ai_summary: Postman's built-in proxy captures HTTPS traffic directly from mobile devices and desktop clients, facilitating API inspection. Utilizing custom SSL certificates, it decrypts SSL/TLS payloads locally to allow seamless request debugging. This integration accelerates contract testing and troubleshooting within local microservices environments. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429917.058609 needs_ai_refresh: false hierarchy: - API Development - Testing & Debugging - Postman Proxy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-14T11:38:37.058609+02:00' https://blog.postman.com/what-is-platformops: title: 'blog.postman.com: What Is PlatformOps?' description: '' year: '2024' stars: 4 ai_summary: Analysis of the rise of PlatformOps as the execution branch of Platform Engineering. Explains the transition of managing dev tooling, infrastructure catalogs, and APIs as internal products to drastically reduce cognitive load for developers. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430173.061495 needs_ai_refresh: false hierarchy: - DevOps Culture - Platform Engineering - PlatformOps tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-14T11:42:53.061495+02:00' https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lambda: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.powerupcloud.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031564.036952 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:04.036952+02:00' https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market: title: 'blog.pragmaticengineer.com: The Most Heated Tech Job Market in History: Advice for Software Engineers' description: '' year: '2021' stars: 0 ai_summary: Pragmatic advice for software engineers navigating a highly active employment market. It outlines compensation evaluation frameworks, how to detect organizational toxicity during selection, and negotiations strategies for senior technical positions. language: English resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Career Transitions - Market Dynamics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.pragmaticengineer.com/project-management-at-big-tech: title: 'blog.pragmaticengineer.com: How Big Tech Runs Tech Projects and the Curious Absence of Scrum' description: '' year: '2021' stars: 5 ai_summary: A seminal critique of Scrum frameworks within modern hyper-scale technology companies. Contrasts classical prescriptive Scrum ceremonies with the pragmatism found in Big Tech, which prioritizes engineer-led planning, asynchronous progress tracking, and outcome-based roadmapping. Highlights how microservices-oriented teams achieve high agility through direct system ownership and continuous delivery without overhead-heavy ceremonies. language: en resource_type: Analysis complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Project Management - Big Tech Practices tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.pragmaticengineer.com/typical-migration-approaches: title: 'blog.pragmaticengineer.com: Migrations Done Well: Typical Migration Approaches' description: '' year: '2021' stars: 0 ai_summary: Written by Gergely Orosz, this deep-dive highlights technical planning and execution strategies for complex system migrations. Discusses mitigating dual-write issues, rollback preparations, and incremental phased cutovers to manage operational risk. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Migration - Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.programster.org/docker-swarm-cheatsheet: title: 'blog.programster.org: Docker Swarm Cheatsheet' description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: Focuses on quick commands for orchestrating multi-container applications on Swarm clusters using Compose-like stack files. Live Grounding: Offers robust practical guidance for deploying stateful vs stateless services, with clear commands to configure volumes and secret management directly through the Docker CLI.' language: English resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Docker Swarm tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos: title: Stateful Kubernetes-In-a-Box with Kontena Pharos description: '' year: '2019' stars: 0 ai_summary: A technical blog post detailing stateful storage solutions in Kubernetes using Pure Service Orchestrator on Kontena Pharos, a lightweight enterprise distribution. With Kontena Pharos discontinued and Pure Storage workflows fully migrated to standard CSI plugins (like Portworx), this remains of historical interest only. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Stateful Applications - Legacy Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://blog.px.dev/autoscaling-custom-k8s-metric: title: "blog.px.dev: Horizontal Pod Autoscaling with Custom Metrics in Kubernetes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An advanced technical analysis demonstrating how to build an eBPF-driven metric gathering pipeline utilizing Pixie. Illustrates how low-level network signals can serve as precision inputs for the Kubernetes HPA scaling engine. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Metrics & Monitoring - eBPF-driven Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.px.dev/container-filesystems: title: 'blog.px.dev: Where are my container''s files? Inspecting container filesystems' description: '' year: '2021' stars: 4 ai_summary: A low-level debugging guide for mapping virtual container filesystems back to host machines. Explains overlayfs architecture, namespace confinement, and how to query disk structures via procfs, assisting in post-mortem application forensics. language: Bash resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Troubleshooting - Storage & File Systems tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.px.dev/etcd-6-tips: title: 'blog.px.dev: How etcd works and 6 tips to keep in mind' description: '' year: '2021' stars: 0 ai_summary: A deep-dive analyzing etcd internals under the Raft consensus mechanism. Provides six optimization techniques covering disk partition isolating, compact tasks, db sizing, lease scaling, and defragmentation routines necessary to protect cluster health. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Etcd - Performance Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.px.dev/k8s-operator: title: 'blog.px.dev/k8s-operator: 3 Reasons to Use Kubernetes Operators (and 2 Reasons Not To)' description: '' year: '2021' stars: 0 ai_summary: Evaluates the advantages and disadvantages of deploying Operators. It contrasts automation capabilities against increased control-plane pressure and code maintenance costs. language: N/A resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Trade-off Evaluation - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.rabbitmq.com/posts/2021/07/rabbitmq-streams-first-application: title: 'blog.rabbitmq.com: First Application With RabbitMQ Streams' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 14c29a2777e5a6b1611d378fda6c0d6fbe0e629b4e3903f1d4d6d57d1221527c health_score: 100.0 last_checked: 1779031552.802685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.802685+02:00' https://blog.rackspace.com/patch-and-ami-management-for-windows-on-aws: title: 'blog.rackspace.com: Patch and AMI Management for Windows on AWS' description: '' year: '2016' stars: 0 ai_summary: Engineering blog clarifying patch administration, automated AMI construction, and system compliance practices for running legacy or enterprise Windows Server nodes on AWS. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Infrastructure Operations tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments: title: "blog.radwell.codes: What’s the best Kubernetes distribution for local environments? \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Analyzes localized Kubernetes distributions from a CPU and memory efficiency standpoint. Helps engineers match custom testing configurations against hardware-constrained developer machines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Evaluation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04: title: 'blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm on Ubuntu 20.04' description: '' year: '2021' stars: 0 ai_summary: A step-by-step workflow focused on configuring a single-node Kubernetes cluster on Ubuntu 20.04 using Kubeadm. Outlines how to untaint the control plane node to enable single-node scheduling for development and resource-constrained test beds. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bootstrapping - Ubuntu tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-aware-hints: title: 'blog.ratnopamc.com: Reduce cross-AZ traffic costs on EKS using topology'' aware hints' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.ratnopamc.com: Reduce cross-AZ traffic costs on EKS using topology'' aware hints in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.298302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.298302+02:00' https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186: title: 'blog.realkinetic.com: It’s Time to Retire Terraform' description: '' year: '2023' stars: 0 ai_summary: A critical, forward-looking architectural analysis evaluating the limitations of declarative static HCL. Argues for migrating toward programming-language-based Infrastructure as Code (IaC) architectures (e.g., Pulumi or AWS CDK) to mitigate the cognitive load, state-locking friction, and custom domain DSL limitations inherent in large-scale enterprise deployments. language: None resource_type: Opinion/Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Discussions & Critiques - Evolution of IaC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging: title: 'blog.redbrickai.com: F.A.S.T. ⚡️ Meta AI’s Segment Anything for Medical'' Imaging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.redbrickai.com: F.A.S.T. ⚡️ Meta AI’s Segment Anything for Medical'' Imaging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031473.626769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:33.626769+02:00' https://blog.rewanthtammana.com/creating-malicious-admission-controllers: title: 'blog.rewanthtammana.com: Creating Malicious Admission Controllers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.rewanthtammana.com: Creating Malicious Admission Controllers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033019.564181 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.564181+02:00' https://blog.rewanthtammana.com/hardening-kaniko-build-process-with-linux-capabilities: title: 'blog.rewanthtammana.com: Hardening Kaniko build process with Linux capabilities' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.rewanthtammana.com: Hardening Kaniko build process with Linux capabilities in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029118.736586 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.736586+02:00' https://blog.risingstack.com/argo-cd-kubernetes-tutorial: title: 'blog.risingstack.com: Argo CD Kubernetes Tutorial' description: '' year: '2021' stars: 3 ai_summary: A structured starter guide covering ArgoCD installation, repository connection, and application deployment. Outlines core synchronization paradigms and provides a practical walkthrough of transitioning standard manifests to GitOps. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - ArgoCD - Concepts & Practices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.risingstack.com/designing-microservices-architecture-for-failure: title: 'blog.risingstack.com: Designing a Microservices Architecture for Failure' description: '' year: '2018' stars: 0 ai_summary: Architecting microservices requires planning for inevitable network, hardware, and downstream dependency failures. This analysis outlines essential resiliency patterns, such as circuit breakers, retries with exponential backoff, and graceful degradation strategies. Implementing these patterns prevents cascading failures and maintains systemic availability under high-load or degraded operational states. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Resiliency Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blog.robertsimoes.org/posts/four-wings-of-software-engineers: title: 'blog.robertsimoes.org: Four Wings of a Software Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.robertsimoes.org: Four Wings of a Software Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034238.078128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:38.078128+02:00' https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015: title: My top 5 ‘new’ Python modules of 2015 description: '' year: '2015' stars: 0 ai_summary: An archival review exploring breakout standard and third-party modules from 2015, capturing the early adoption of modern async and formatting libraries in Python. language: Python resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Python Ecosystem - Library Exploration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://blog.rubyroidlabs.com/2016/04/postgresql-9-5: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.rubyroidlabs.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.548869 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.548869+02:00' https://blog.runx.dev/3-things-i-hate-about-kubernetes-49f1656baeaa: title: 'blog.runx.dev: 3 Things I Hate About Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.runx.dev: 3 Things I Hate About Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.696614 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:48.696614+02:00' https://blog.runx.dev/5-common-kubernetes-mistakes-and-how-to-avoid-them-150607beb475: title: 'blog.runx.dev: 5 Common Kubernetes Mistakes and how to avoid them' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.runx.dev: 5 Common Kubernetes Mistakes and how to avoid them in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.338298 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.338298+02:00' https://blog.runx.dev/will-that-kubernetes-v1-22-upgrade-break-my-application-cc339dc2e2c7: title: '==blog.runx.dev: Will That Kubernetes v1.22 Upgrade Break My Application?==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.runx.dev: Will That Kubernetes v1.22 Upgrade Break My Application?== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030440.212708 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:20.212708+02:00' https://blog.scaleway.com/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment: title: "==blog.scaleway.com: How to deploy and distribute the workload on a multi-cloud' Kubernetes environment== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 70e02f3237e2d19e30a467db58f89a3eac0587a286f147482a4ae7528c27a90c health_score: 100.0 last_checked: 1779032256.047301 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:36.047301+02:00' https://blog.scaleway.com/saas-multi-tenant-vs-multi-instance-architectures: title: SaaS Solutions - What is the difference between a multi-instance and a multi-tenant architecture description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1d5982314c11696e253ed690609482ee21310325a46be485a1ce97743593f78d health_score: 100.0 last_checked: 1779032729.14055 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md - docs/scaleway.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:29.140550+02:00' https://blog.scaleway.com/understanding-kubernetes-autoscaling: title: 'blog.scaleway.com: Understanding Kubernetes Autoscaling' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a9023f1430aa0d47d7a17aa03c09c852c43f5fa9f5d8b413b5422141a167c606 health_score: 100.0 last_checked: 1779032556.789993 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.789993+02:00' https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws: title: Using Docker Machine with AWS description: '' year: '2016' stars: 0 ai_summary: Detailed technical blog post showing how to provision and manage remote Docker engines on AWS using the deprecated Docker Machine utility. While valuable for historical debugging and legacy architecture comprehension, live industry alignment dictates migrating to modern Cloud API alternatives (such as AWS CLI, Terraform, or Rancher). language: Bash resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Legacy Tooling tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel: title: 'blog.scottlowe.org: Using kubectl via an SSH Tunnel' description: '' year: '2020' stars: 0 ai_summary: 'Provides step-by-step instructions for establishing secure SSH tunnels to reach private Kubernetes cluster control planes. Solves public exposure issues of the Kubernetes API server using proxy forwarding. (Live Grounding: Standard fallback security access pattern, often replaced by modern Zero Trust Network Access (ZTNA) brokers in larger companies).' language: Shell resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Kubernetes Core - Cluster Access Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.scrumstudy.com/scrum-and-kanban-alike-or-different-2: title: 'blog.scrumstudy.com: Scrum and Kanban, alike or different?' description: '' year: '2020' stars: 1 ai_summary: A structural analysis comparing Scrum iterations and Kanban workflows. Explores trade-offs in velocity, team responsibility, and scheduling mechanics, providing project leaders with strategic decision criteria. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Agile Methodologies - Scrum vs Kanban tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.searce.com/devtron-one-stop-shop-for-all-kubernetes-deployments-6f1c111a7ba1: title: 'blog.searce.com: Devtron: One-stop shop for all Kubernetes deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com: Devtron: One-stop shop for all Kubernetes deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031927.481251 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:07.481251+02:00' https://blog.searce.com/jenkins-distributed-cluster-using-dynamic-build-agents-on-gke-e2262a59dcb3: title: 'blog.searce.com: Jenkins Distributed Cluster Using Dynamic Build Agents'' On GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com: Jenkins Distributed Cluster Using Dynamic Build Agents'' On GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.784081 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.784081+02:00' https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8e3571: title: "blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029826.436316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:06.436316+02:00' https://blog.searce.com/single-pod-access-mode-for-persistent-volumes-on-kubernetes-4cf79200aa9a: title: 'blog.searce.com: Single Pod Access Mode for Persistent Volumes on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com: Single Pod Access Mode for Persistent Volumes on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031329.081012 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:09.081012+02:00' https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688423: title: 'blog.searce.com: Transform Kubernetes Manifests into Helm Chart' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com: Transform Kubernetes Manifests into Helm Chart in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.751506 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.751506+02:00' https://blog.seifbassem.com/blogs/posts/azure-arc-ssh: title: 'seifbassem.com: SSH into your Azure Arc-enabled servers from anywhere' description: '' year: '2022' stars: 3 ai_summary: An engineering guide demonstrating how to establish secure, passwordless SSH tunnels into Azure Arc-enabled servers without public IP addresses. It leverages Azure Arc's built-in relay capability and Entra ID authentication to enforce strict role-based access control (RBAC). This paradigm provides a zero-trust alternative to bastion hosts or VPN connections for remote host management. language: Shell resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes - Hybrid & Multicloud Solutions - Arc-enabled Servers Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.seifbassem.com/blogs/posts/azure-naming-tool: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b43758c2ee6b9c8bcb25c93c193ddf79c96b134199fea227cb411562c29c0e49 health_score: 100.0 last_checked: 1779130494.932962 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.932962+02:00' https://blog.shippable.com/how-to-be-a-great-devops-engineer: title: "How to be a great DevOps Engineer \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering How to be a great DevOps Engineer \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033476.823625 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:56.823625+02:00' https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with-github-actions-workflow-dispatch: title: 'blog.shreyaspatil.dev: Automate library publishing to Maven Central with GitHub Actions Workflow Dispatch' description: '' year: '2021' stars: 0 ai_summary: Details how to configure automated deployment pipelines to Maven Central. Uses the `workflow_dispatch` event trigger to securely run parameterized release pipelines and push Java/Kotlin dependencies. language: Kotlin resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Software Distribution - Mobile Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc: title: 'blog.sighup.io: Hierarchical Namespace Controller (HNC): a look into the future of Kubernetes Multitenancy' description: '' year: '2021' stars: 0 ai_summary: A detailed evaluation of policy enforcement using the Hierarchical Namespace Controller. Highlights operational scenarios for delegating namespace permissions down structural hierarchies. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Hierarchical Namespaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.sighup.io/how-to-run-kubernetes-without-docker: title: 'blog.sighup.io: How to run Kubernetes without Docker' description: '' year: '2020' stars: 0 ai_summary: Demonstrates runtime decoupling by running a fully functional Kubernetes cluster without the legacy Docker engine. Leverages Container Runtime Interface (CRI) options like Containerd or CRI-O directly to optimize cluster performance. language: Bash resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - CRI - Alternative Runtimes tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.sighup.io/keycloak-ha-on-kubernetes: title: 'blog.sighup.io: How to run Keycloak in HA on Kubernetes' description: '' year: '2021' stars: 4 ai_summary: Architectural guide outlining how to deploy and manage a highly available Keycloak cluster on Kubernetes. Addresses database pooling, persistent volume strategies, and multi-replica coordination using Kubernetes native primitives. Ensures continuous identity services with zero downtime. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - High Availability tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061: title: 'blog.sigstore.dev: How to verify container images with Kyverno using KMS,'' Cosign, and Workload Identity' description: '' year: '2022' stars: 0 ai_summary: An advanced technical exploration of enterprise container security architectures. Provides steps to construct a validation loop that verifies image signatures dynamically using Kyverno, integrated directly with KMS key stores, Sigstore Cosign, and OIDC-based Workload Identity. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f6ef7e6261cbaf286fd33a192671831afa301d3f2e7d525e3d0e84971984e8a2 health_score: 100.0 last_checked: 1779031422.591946 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Supply Chain Security - Cryptographic Signatures tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:42.591946+02:00' https://blog.siliconvalve.com/posts/2024/02/06/analysing-git-commit-history-using-azure-data-explorer: title: 'blog.siliconvalve.com: Analysing git commit history using Azure Data Explorer' description: '' year: '2024' stars: 0 ai_summary: Engineering showcase demonstrating how to ingest Git commit histories into Azure Data Explorer (ADX). Focuses on leveraging Kusto Query Language (KQL) to analyze code repository metrics, developer velocity patterns, and branch merge lifecycles, proving ADX’s high-throughput telemetry capabilities for unorthodox log structures. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Storage - Data Analytics - Kusto Query Language tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.sixeyed.com/you-cant-always-have-kubernetes-running-containers-in-azure-vm-scale-sets: title: 'blog.sixeyed.com: You can''t always have Kubernetes: running containers in Azure VM Scale Sets' description: '' year: '2021' stars: 0 ai_summary: An architectural exploration of container orchestration using Virtual Machine Scale Sets (VMSS) as a high-density, low-complexity alternative to Kubernetes. This methodology leverages native cloud init scripts and container runtimes embedded within custom base images. Ideal for scenarios demanding high performance and cost efficiency without the operational overhead of an AKS control plane. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute & Containers - Virtual Machines - VMSS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2: title: "blog.sldk.de: Introduction to GitOps on Kubernetes with Flux v2 \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A clear introduction to the fundamental architecture of Flux v2. Explains key resources including GitRepository, Kustomization, and how they combine to deploy reliable workloads. language: None resource_type: Technical Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.slycreator.com/network-policies-understanding-kubernetes-network-policies: title: 'blog.slycreator.com: Network Policies: Understanding Kubernetes Network'' Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.slycreator.com: Network Policies: Understanding Kubernetes Network'' Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034372.777536 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:52.777536+02:00' https://blog.sonatype.com/achieving-ci/cd-with-kubernetes: title: "blog.sonatype.com: Achieving CI and CD With Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8a9f4e9111c40252f87cc0d63dad277be6dd8d40f780a6056eec61a75a219459 health_score: 100.0 last_checked: 1779032163.393875 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:03.393875+02:00' https://blog.sonatype.com/new-cloud-native-ci/cd-projects-openshift-and-tekton: title: CI/CD OpenShift and Tekton description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5e8e23b3064531a9a1a80b25d4f3246e1fc02fa2deb596d3c30ffff686d0f881 health_score: 100.0 last_checked: 1779032820.380788 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:00.380788+02:00' https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web: title: 'blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets'' to the Web' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 21eaec12364609a146d3f83fab8f0252432eb164a4488f041da520454e5eb8fe health_score: 100.0 last_checked: 1779032920.73995 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.739950+02:00' https://blog.sonatype.com/using-nexus-3-as-your-repository-part-3-docker-images: title: "blog.sonatype.com: Using Nexus 3 as Your Repository – Part 3: Docker Images' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f66223c15fe543495b6255c2a07bc52b0c3634674c80bb4a5378931e1c88b8b1 health_score: 100.0 last_checked: 1779034217.774159 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.774159+02:00' ? https://blog.sonnes.cloud/introducing-azure-devops-backup-tool-1-1-0-0-major-update-with-new-features-bug-fixes-and-enhanced-security : title: 'blog.sonnes.cloud: Introducing Azure DevOps Backup Tool 1.1.0.0: Major update with new features, bug fixes and enhanced security!' description: '' year: '2024' stars: 3 ai_summary: Introduces major feature releases of the Azure DevOps Backup Tool (v1.1.0.0), highlighting enhancements in API throughput, credential safety, and automated backup schedules. 2026 engineering audits confirm this tool is reliable for securing multi-tenant environments against accidental service deletions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Data Protection & Backup - Disaster Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.stack-labs.com/code/kustomize-101: title: 'blog.stack-labs.com: Kustomize - The right way to do templating in Kubernetes' description: '' year: '2020' stars: 3 ai_summary: An foundational exploration of declarative application customization in Kubernetes using Kustomize. It contrasts template-driven engines like Helm with Kustomize's overlay-based, template-free patching, focusing on clean resource organization across different environments without altering original YAML files. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-aws-eks-argocd-prometheus-fbbfdb956d1a : title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using AWS EKS, ArgoCD, Prometheus, Grafana, and Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using AWS EKS, ArgoCD, Prometheus, Grafana, and Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034491.459177 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:51.459177+02:00' ? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953 : title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030680.210477 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:20.210477+02:00' https://blog.stackademic.com/create-the-aws-eks-cluster-with-a-managed-node-group-using-custom-launch-templates-185744a0cc79: title: 'blog.stackademic.com: Create the AWS EKS Cluster with a Managed Node Group'' Using Custom Launch Templates' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com: Create the AWS EKS Cluster with a Managed Node Group'' Using Custom Launch Templates in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031255.386422 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.386422+02:00' https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirrord-0a99443c1544: title: 'blog.stackademic.com: Debugging Microservices Locally with mirrord' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com: Debugging Microservices Locally with mirrord in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033424.54452 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.544520+02:00' https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique: title: 'blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique (Use MySQL as a dynamic inventory)' description: '' year: '2021' stars: 0 ai_summary: 'Technical deep-dive on configuring Ansible to query a MySQL database dynamically to build asset inventories. Eliminates hardcoded static host files by relying on runtime query configurations. (Live Grounding: Essential for hybrid-cloud setups where IP address spaces change rapidly and dynamically).' language: YAML/Python/SQL resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code & CI-CD - Configuration Management - Ansible Inventory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.streammonkey.com/how-we-serverlessly-migrated-1-58-billion-elasticsearch-documents-33ad3d0d7c4f: title: 'blog.streammonkey.com: How We Serverlessly Migrated 1.58 Billion Elasticsearch'' Documents' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.streammonkey.com: How We Serverlessly Migrated 1.58 Billion Elasticsearch'' Documents in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029316.688854 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:36.688854+02:00' https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservices: title: 'blog.styra.com: 5 OPA Deployment Performance Models for Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: 5 OPA Deployment Performance Models for Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034030.746496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:10.746496+02:00' https://blog.styra.com/blog/dynamic-policy-composition-for-opa: title: 'blog.styra.com: Dynamic Policy Composition for OPA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: Dynamic Policy Composition for OPA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032405.603786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:05.603786+02:00' https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-open-policy-agent: title: 'blog.styra.com: Integrating Identity: OAUTH2 and OPENID CONNECT in Open'' Policy Agent' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: Integrating Identity: OAUTH2 and OPENID CONNECT in Open'' Policy Agent in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032100.183212 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.183212+02:00' https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-control-policies: title: 'blog.styra.com: Open Policy Agent: The Top 5 Kubernetes Admission Control'' Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: Open Policy Agent: The Top 5 Kubernetes Admission Control'' Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029590.122361 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:10.122361+02:00' https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terraform-and-opa: title: "blog.styra.com: Policy-based infrastructure guardrails with Terraform and' OPA \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.styra.com: Policy-based infrastructure guardrails with Terraform and' OPA \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030235.396376 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:55.396376+02:00' https://blog.styra.com/blog/rego-unit-testing: title: 'blog.styra.com: Rego Unit Testing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: Rego Unit Testing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034049.161703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.161703+02:00' https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-development: title: 'blog.styra.com: Using OPA with GitOps to speed Cloud-Native development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com: Using OPA with GitOps to speed Cloud-Native development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029820.657989 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.657989+02:00' https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security: title: "blog.styra.com: Why RBAC is not enough for kubernetes security \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.styra.com: Why RBAC is not enough for kubernetes security \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033140.546114 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:20.546114+02:00' https://blog.suhailkakar.com/web-30-terms-and-their-definitions-in-plain-english: title: 'blog.suhailkakar.com: Web 3.0 Terms and Their Definitions in Plain English' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.suhailkakar.com: Web 3.0 Terms and Their Definitions in Plain English in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032734.135559 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web3.md v2_locations: - web3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:34.135559+02:00' https://blog.t-systems-mms.com/tech-insights/ansible-lets-encrypt-collection: title: Ansible Let's Encrypt Collection description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 44c92574e1c4cfe7e316248ce25f73f17f3451289de45d253078c0f090b55654 health_score: 100.0 last_checked: 1779030591.410214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:51.410214+02:00' https://blog.tanmaysarkar.tech/beginners-guide-to-argo-cd: title: '==blog.tanmaysarkar.tech: Beginners Guide to Argo CD==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.tanmaysarkar.tech: Beginners Guide to Argo CD== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.114344 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.114344+02:00' https://blog.teamhephy.info/blog/posts/tutorials/running-workflow-without-any-loadbalancer.html: title: 'blog.teamhephy.info: Running Workflow Without Any LoadBalancer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.teamhephy.info: Running Workflow Without Any LoadBalancer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.421563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.421563+02:00' https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline: title: 'Lesson 5.1: Introduction to Jenkins Multibranch Pipeline' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d862a999a2f40762119bbbf7e3fb2c8e7656bd1caffe8f7b84efa8f10d943b56 health_score: 100.0 last_checked: 1779030401.213351 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:41.213351+02:00' https://blog.techiescamp.com/docs/wcurl: title: 'blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files' description: '' year: '2024' stars: 0 ai_summary: Practical walkthrough illustrating how `wcurl` simplifies download pipelines. Compares its streamlined syntax to raw `curl` or `wget` commands, highlighting its utility in lightweight Dockerfiles and thin container runtimes. language: Shell resource_type: Command-Line Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Networking - Data Transfer tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://blog.techiescamp.com/jenkins-course: title: "blog.techiescamp.com/jenkins-course \U0001F31F\U0001F31F\U0001F31F" description: '- [Lesson 5.1: Introduction to Jenkins Multibranch Pipeline](https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline)' year: '2021' stars: 0 ai_summary: A deep-dive tutorial centered around Jenkins Multibranch Pipelines, explaining dynamic job discovery across git repositories. Shows engineers how to configure automatic branch detection, scan triggers, and stage-level execution hooks based on feature branch configurations. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - CI-CD Concepts - Jenkins Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin: title: 'blog.techknowtrendz.com: Taking Amazon EKS Anywhere for a spin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.techknowtrendz.com: Taking Amazon EKS Anywhere for a spin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031979.543552 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:59.543552+02:00' https://blog.teclado.com/python-methods-instance-static-class: title: 'blog.teclado.com: Python Methods: Instance, Static and Class' description: '' year: '2021' stars: 0 ai_summary: Technical dissection of method boundaries in Python objects. Contrasts instance methods (`self`) with dynamic factory capabilities of classmethods (`cls`) and namespace-isolated staticmethods. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Object-Oriented Programming tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31: title: 'blog.teemo.co: Terraform in 10 commands' description: '' year: '2021' stars: 0 ai_summary: A highly structured, quick-reference guide detailing the ten core CLI commands required to manage infrastructure lifecycles. Covers initialization, plan, apply, destroy, and state manipulation, making it an excellent onboarding cheat-sheet for developers. language: English resource_type: Command Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Quickstart tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster: title: 'blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster' description: '' year: '2023' stars: 2 ai_summary: Step-by-step implementation guide detailing how to deploy and configure the official Kubernetes Dashboard inside a resource-constrained K3s cluster. Covers service configuration, RBAC cluster role bindings, token generation, and exposing the UI via NodePort. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - K3s Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.thundra.io/4-software-testing-roles: title: 'blog.thundra.io: 4 Software Testing Roles' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: 4 Software Testing Roles in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.870814 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.870814+02:00' https://blog.thundra.io/dry-dont-repeat-yourself-on-the-cloud-with-pulumi: title: DRY (Don’t Repeat Yourself) on the cloud with Pulumi description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering DRY (Don’t Repeat Yourself) on the cloud with Pulumi in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034232.472422 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/pulumi.md v2_locations: - pulumi.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:32.472422+02:00' https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests: title: 'blog.thundra.io: How to Fix Your Failing End-to-End Tests?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: How to Fix Your Failing End-to-End Tests? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.686404 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.686404+02:00' https://blog.thundra.io/how-to-set-up-a-ci-pipeline-in-github-actions: title: 'blog.thundra.io: How to Set Up a CI Pipeline in GitHub Actions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: How to Set Up a CI Pipeline in GitHub Actions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031669.249714 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:49.249714+02:00' https://blog.thundra.io/the-ci/cd-war-of-2021-a-look-at-the-most-popular-technologies: title: 'blog.thundra.io: The CI/CD War of 2021: A Look at the Most Popular Technologies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: The CI/CD War of 2021: A Look at the Most Popular Technologies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034101.439158 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.439158+02:00' https://blog.thundra.io/top-10-github-actions-you-should-use-to-set-up-your-ci/cd-pipeline: title: 'blog.thundra.io: Top 10 GitHub Actions You Should Use to set up your CI/CD'' Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: Top 10 GitHub Actions You Should Use to set up your CI/CD'' Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031439.886107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:59.886107+02:00' https://blog.thundra.io/what-ci-observability-means-for-devops: title: "blog.thundra.io: What CI Observability Means for DevOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.thundra.io: What CI Observability Means for DevOps \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030425.589421 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:05.589421+02:00' https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense: title: 'blog.thundra.io: Why a CI/CD Pipeline Makes Good Business Sense' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io: Why a CI/CD Pipeline Makes Good Business Sense in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.356307 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.356307+02:00' https://blog.thundra.io/why-should-you-run-all-your-tests-in-docker: title: "blog.thundra.io: Why Should You Run All Your Tests in Docker? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.thundra.io: Why Should You Run All Your Tests in Docker? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032149.908194 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:49.908194+02:00' https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html: title: 'blog.tilt.dev: Kubernetes is so Simple You Can Explore it with Curl' description: '' year: '2021' stars: 4 ai_summary: A lightweight diagnostic guide for interacting with the Kubernetes API Server without using kubectl. Explores API schemas, TLS handshakes, and token-based requests using curl. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Debugging - HTTP Client tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series: title: "blog.tobias-huebner.org: Low-budget self-hosted Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.tobias-huebner.org: Low-budget self-hosted Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.2591 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.259100+02:00' https://blog.tomarrell.com/post/traefik_v2_on_kubernetes: title: 'blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller' description: '' year: '2020' stars: 0 ai_summary: Technical integration blog detailing how to deploy and customize the Traefik v2.2 Ingress Controller using Kustomize configurations. It illustrates how to define overlays for environment-specific network values, secure SSL contexts, and service exposures. Useful reference for managing non-trivial ingress manifests programmatically. language: YAML resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Security - Inbound Traffic Management - Traefik tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - web-servers.md - kustomize.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blog.trello.com/es/conflictos-en-el-trabajo: title: 'blog.trello.com: Consejos para manejar distintos conflictos en un equipo de trabajo' description: '' year: '2021' stars: 3 ai_summary: Provides an operational framework for identifying and resolving interpersonal conflicts within technical delivery teams. Highlights visual tracking systems, regular retrospectives, and structured architectural alignment reviews to defuse typical friction points, such as diverging coding standards or disputed system design decisions. language: es resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Team Dynamics - Conflict Resolution tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.trello.com/is-it-time-to-leave: title: 'blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It''s Time To Quit' description: '' year: '2022' stars: 0 ai_summary: A structured workflow designed to analyze personal job dissatisfaction. It separates temporary, project-based frustration from toxic management, helping developers make objective decisions regarding when to seek new opportunities. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Developer Wellness - Career Decisions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.twitter.com/engineering/en_us/topics/infrastructure/2021/processing-billions-of-events-in-real-time-at-twitter-: title: '==blog.twitter.com: Processing billions of events in real time at Twitter==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.twitter.com: Processing billions of events in real time at Twitter== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034501.818482 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:01.818482+02:00' https://blog.twstewart.me/posts/cdk8s-python: title: 'blog.twstewart.me: cdk8s-python - A Love and Hate Experience' description: '' year: '2022' stars: 0 ai_summary: A developer-focused analysis highlighting structural trade-offs when implementing cdk8s in Python. Evaluates class inheritance structures, JSII compilation overhead, and configuration complexities relative to legacy YAML definitions. language: Python resource_type: Case Study complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - Infrastructure as Code - CDK for Kubernetes tags: - '[CASE STUDY]' - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.udemy.com/devops-engineer: title: '==blog.udemy.com: Becoming a DevOps Engineer: Understanding the Role and'' Responsibilities==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==blog.udemy.com: Becoming a DevOps Engineer: Understanding the Role and'' Responsibilities== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032455.170104 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.170104+02:00' https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4: title: 'blog.usejournal.com: Building a Serverless Back-end with AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.usejournal.com: Building a Serverless Back-end with AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033092.325665 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.325665+02:00' https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607: title: "blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030730.074815 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:10.074815+02:00' https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820c2b9435: title: 'blog.usejournal.com: Useful Tools for Better Kubernetes Development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.usejournal.com: Useful Tools for Better Kubernetes Development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033169.759902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.759902+02:00' https://blog.varunsingh.in/5-python-tricks-that-made-me-a-good-python-developer: title: 'blog.varunsingh.in: 5 Python Tricks That Made Me A Good Python Developer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.varunsingh.in: 5 Python Tricks That Made Me A Good Python Developer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034431.457134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:51.457134+02:00' https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshift-for-mainstream-adoption: title: 'blog.vizuri.com: Red Hat OpenShift Service on AWS (ROSA) Positions OpenShift for Mainstream Adoption' description: '' year: '2021' stars: 0 ai_summary: A market-focused assessment highlighting the reduction in operational friction when transitioning to managed OpenShift on cloud-native hardware. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Managed Kubernetes - ROSA Assessment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://blog.webhose.io/2015/08/16/dead-simple-for-devs-python-crawler-script-for-extracting-structured-data-from-any-almost-website-into-csv : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blog.webhose.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031810.241026 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:10.241026+02:00' https://blog.werf.io/canary-releases-in-kubernetes-based-on-ingress-nginx-controller-96193efe34f9: title: 'blog.werf.io: Canary releases in Kubernetes based on Ingress-NGINX Controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io: Canary releases in Kubernetes based on Ingress-NGINX Controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033068.138204 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:08.138204+02:00' https://blog.werf.io/deploying-helm-charts-with-dependencies-in-kubernetes-via-werf-17e5457cdd3f: title: 'blog.werf.io: Deploying Helm charts with dependencies in Kubernetes via'' werf' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io: Deploying Helm charts with dependencies in Kubernetes via'' werf in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033503.813156 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.813156+02:00' https://blog.werf.io/running-one-time-tasks-and-debugging-images-in-the-kubernetes-cluster-using-werf-936d6dc483e2: title: 'blog.werf.io: Running one-time tasks and debugging images in the Kubernetes'' cluster using werf' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io: Running one-time tasks and debugging images in the Kubernetes'' cluster using werf in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.440541 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.440541+02:00' https://blog.werf.io/werf-v1-2-is-now-stable-heres-what-it-is-all-about-832ed647810f: title: 'blog.werf.io: werf v1.2 is now stable! Here’s what it is all about' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io: werf v1.2 is now stable! Here’s what it is all about in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033422.104449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:02.104449+02:00' https://blog.wesleyac.com/posts/timezone-bullshit: title: Timezone Bullshit description: '' year: '2026' stars: 4 ai_summary: A technical exploration of the systemic complexities and failure modes inherent to international timezones and UTC serialization. Essential reading for system designers building distributed microservices tracking strict historical audit logs. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Systems Programming - Time & Serialization tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-9933b88085dd: title: 'blog.workwell.io: How to manage your Kafka consumers from the producer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.workwell.io: How to manage your Kafka consumers from the producer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031307.026818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:21:47.026818+02:00' https://blog.wut.dev/2024/07/05/moving-aws-accounts-within-organization.html: title: 'blog.wut.dev: Moving AWS Accounts and OUs Within An Organization - Not So'' Simple!' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1a4a0d6f11e5833347a5e4649288c405798b2a3837482ee499b9e2cf18aefe94 health_score: 100.0 last_checked: 1779033595.012889 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:55.012889+02:00' https://blog.xmi.fr/posts/terraform-vs-bicep: title: "blog.xmi.fr: Terraform vs Bicep: the differences you should really know \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An analysis comparing Azure Bicep and Terraform. It covers critical decision vectors such as provider update speeds, state-file requirements, module structures, and how cross-cloud needs affect enterprise technology selections. language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a: title: 'blog.xolo.io: ¿Es rentable ser autónomo en España?' description: '' year: '2021' stars: 0 ai_summary: A financial breakdown comparing freelance gross earnings against the net income available after local taxes, insurance contributions, and overheads. It provides practical equations and simulation scenarios for software developers deciding whether to transition from employee to contractor status. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Financial Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blog.yannickreekmans.be/secretless-applications-add-permissions-to-a-managed-identity: title: 'blog.yannickreekmans.be: Secretless applications: add permissions to a Managed Identity' description: '' year: '2022' stars: 0 ai_summary: Instructs engineers on configuring credential-free infrastructure inside Azure. Demystifies direct graph permissions injection on active user or system Managed Identities to avoid hardcoded credentials. language: PowerShell resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity and Access - Managed Identities - Secretless Architectures - Graph API tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introduction-with-examples: title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with'' examples' description: '' year: N/A stars: 0 ai_summary: Curator Insight details how `dmesg` can be used to read the kernel ring buffer for hardware event diagnostics. Live Grounding highlights its critical role in debugging out-of-memory (OOM) events, hardware interface driver issues, and virtualization state changes. Essential for system administrators and platform engineering roles. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c74eec791a8b5a4fdfd7c2bdd99aaf499406677158997b687dca5d4050c1ec7b health_score: 100.0 last_checked: 1779029952.256176 needs_ai_refresh: false hierarchy: - Linux Operating System - Kernel and Hardware - Log Analysis tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.256176+02:00' https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world: title: 'blog.yugabyte.com: Are Stored Procedures and Triggers Anti-Patterns in the Cloud Native World?' description: '' year: '2022' stars: 0 ai_summary: Examines stored procedures and database triggers in cloud-native microservice topologies. Warns against architectural coupling and operational performance bottlenecks, advocating for stateless application logic to preserve horizontal scalability. language: Conceptual resource_type: Architectural Analysis complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - Cloud-Native Design - Architecture Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke: title: Highly Available Prometheus Metrics for Distributed SQL with Thanos on GKE description: "- [infracloud.io: Achieving multi-tenancy in monitoring with Prometheus & the mighty Thanos Receiver](https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver)\n \ - [particule.io: Multi-Cluster Monitoring with Thanos](https://particule.io/en/blog/thanos-monitoring)\n \ - [Thanos Architecture Overview \U0001F31F](https://github.com/thanos-io/thanos#architecture-overview)\n \ - [enmilocalfunciona.io: Aprende a configurar Thanos usando docker-compose](https://www.enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose)\n \ - [goatlas-io/atlas](https://github.com/goatlas-io/atlas) Atlas provides the ability to easily run a secure distributed Thanos deployment.\n - [==thanos-io/kube-thanos: Kubernetes specific configuration for deploying Thanos==](https://github.com/thanos-io/kube-thanos)\n \ - [medium.com/nerd-for-tech: Deep Dive into Thanos-Part I | Pavan Kumar](https://medium.com/nerd-for-tech/deep-dive-into-thanos-part-i-f72ecba39f76) Monitoring Kubernetes Workloads with Thanos and Prometheus Operator.\n - [particule.io: Multi-Cluster Monitoring with Thanos \U0001F31F](https://particule.io/en/blog/thanos-monitoring) you'll learn the limitations of a Prometheus-only monitoring stack and why moving to a Thanos-based stack can improve metrics retention and reduce overall costs for your clusters" year: '2022' stars: 0 ai_summary: Evaluates deploying Thanos alongside Prometheus Operator on Google Kubernetes Engine (GKE) to collect metrics for YugabyteDB. Highlights the implementation of Multi-Cluster and Multi-Tenant metric architectures using Thanos Receiver and Store gateways. language: YAML resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Storage - Thanos Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blog.zelarsoft.com/website-monitoring-by-using-prometheus-blackbox-exporter-with-grafana-c4004bb03131: title: 'blog.zelarsoft.com: Website Monitoring By Using Prometheus Blackbox Exporter'' with Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.zelarsoft.com: Website Monitoring By Using Prometheus Blackbox Exporter'' with Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030982.676634 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:22.676634+02:00' https://blogit.create.pt/miguelisidoro/2019/01/07/pros-and-cons-of-single-tenant-vs-multiple-tenants-in-office-365: title: 'blogit.create.pt: Pros and Cons of Single Tenant vs Multiple Tenants in Office 365' description: '' year: '2019' stars: 3 ai_summary: Analyzes the administrative, security, and licensing trade-offs of deploying single-tenant versus multi-tenant models within Microsoft cloud ecosystems. In 2026, these concepts remain highly relevant as enterprises balance data isolation, cross-tenant administration overhead, and decentralized business units. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Tenant Governance - Multi-Tenancy - Architectural Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://blogopenshift.com/full-cluster-capacity-management-monitoring-openshift: title: blog.openshift.com/full-cluster-capacity-management-monitoring-openshift description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029163.342516 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.342516+02:00' https://blogopenshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler: title: blog.openshift.comhow-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.202348 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.202348+02:00' https://blogopenshift.com/openshift-authentication-integration-with-argocd: title: 'blog.openshift.com: OpenShift Authentication Integration with ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com: OpenShift Authentication Integration with ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031979.574529 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md - docs/ocp3.md v2_locations: - gitops.md - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:59.574529+02:00' https://blogs.akamai.com/2012/07/spdy-and-websocket-support-at-akamai.html: title: SPDY and WebSocket Support at Akamai description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering SPDY and WebSocket Support at Akamai in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031440.046271 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:00.046271+02:00' https://blogs.aws.amazon.com: title: AWS Official Blog description: '' year: '2023' stars: 0 ai_summary: The master AWS news platform. Tracks every new feature rollout, managed service launch, operational update, and security announcement from AWS engineering groups. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Design Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://blogs.aws.amazon.com/application-management: title: AWS DevOps Blog description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a9948712727a9cf51681e94710a6d3d8ae0f41dde4878fff237aa9758c60dcd5 health_score: 100.0 last_checked: 1779032728.833645 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.833645+02:00' ? https://blogs.aws.amazon.com/application-management/post/Tx3PE3JTSVJSFI7/AWS-CodeDeploy-Deploying-from-a-Development-Account-to-a-Production-Account : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 42b71b86ba900864161826a636a6e2fa0a1de363644ee49c22321c8f8336c246 health_score: 100.0 last_checked: 1779030413.487912 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-devops.md v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:53.487912+02:00' https://blogs.aws.amazon.com/application-management/post/TxMJROUIFQZ4HS/Setting-Up-the-Jenkins-Plugin-for-AWS-CodeDeploy: title: Setting Up the Jenkins Plugin for AWS CodeDeploy description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9985b1cbd2149c493c144c55ac2e9fe6985860cdb08bfce86d099d2478dc639d health_score: 100.0 last_checked: 1779030348.371069 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.371069+02:00' https://blogs.aws.amazon.com/bigdata: title: blogs.aws.amazon.com/bigdata description: '' year: '2025' stars: 4 ai_summary: AWS Big Data blog feed publishing architectural insights, streaming pipeline blueprints, lake house migrations, and optimized resource configurations on top of AWS analytics stacks. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Big Data tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://blogs.aws.amazon.com/bigdata/post/Tx2D93GZRHU3TES/Using-Spark-SQL-for-ETL: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: e73371464de29ccf2ad7e794e35ed0d63cb5e19c87dd71cbb4e2e6b175bfaac5 health_score: 100.0 last_checked: 1779032108.625148 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-data.md v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:08.625148+02:00' https://blogs.aws.amazon.com/security: title: AWS Security Blog description: '' year: '2026' stars: 0 ai_summary: The primary industry-standard corporate security blog by Amazon Web Services, offering continuous, authoritative updates on zero-trust implementation, threat remediation, access control patterns, and regulatory cloud compliance alignments. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://blogs.aws.amazon.com/security/post/Tx14ADBJOCAT9NS/How-to-Record-and-Govern-Your-IAM-Resource-Configurations-Using-AWS-Config : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 1365f1522c105801441e85c44559ea5c3dd870f30dc3b7b630f3a986d265ff0e health_score: 100.0 last_checked: 1779032114.449318 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.449318+02:00' ? https://blogs.aws.amazon.com/security/post/Tx1G747SE1R2ZWE/How-to-Reduce-Security-Threats-and-Operating-Costs-Using-AWS-WAF-and-Amazon-Clou : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 3aa4e5aaf762af32599062728ae737d242af23318b4e172be958f0a4c3939b6d health_score: 100.0 last_checked: 1779033047.34911 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:47.349110+02:00' ? https://blogs.aws.amazon.com/security/post/Tx1LPI2H6Q6S5KC/How-to-Automatically-Update-Your-Security-Groups-for-Amazon-CloudFront-and-AWS-W : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: f4592d04a5c8e5362ab4c1b4d018443709015e0a060851035eccdd9461e29c60 health_score: 100.0 last_checked: 1779030578.134209 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:38.134209+02:00' https://blogs.aws.amazon.com/security/post/Tx223ZW25YRPRKV/How-to-Use-AWS-WAF-to-Block-IP-Addresses-That-Generate-Bad-Requests: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 3aa4e5aaf762af32599062728ae737d242af23318b4e172be958f0a4c3939b6d health_score: 100.0 last_checked: 1779030740.21899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:20.218990+02:00' ? https://blogs.aws.amazon.com/security/post/Tx2CGWIB8SBYW2J/How-to-Use-SAML-to-Automatically-Direct-Federated-Users-to-a-Specific-AWS-Manage : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 7a31981d14048f2082ed662b3bb6505c37f35b444269085e490ee10bda2ba2d5 health_score: 100.0 last_checked: 1779030609.01398 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:09.013980+02:00' https://blogs.aws.amazon.com/security/post/Tx2N52FR8XGJVL3/The-Most-Viewed-AWS-Security-Blog-Posts-so-Far-in-2016: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 77c337d21391d25dbe00e9c3c54c050f005995524ec9e6fefd122dde3aff6b02 health_score: 100.0 last_checked: 1779033765.583514 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:45.583514+02:00' https://blogs.aws.amazon.com/security/post/Tx2OB7YGHMB7WCM/Adhere-to-IAM-Best-Practices-in-2016: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 9885425da847a76c1f3ce733c1ba99f5e1068aa411e9b0d685d2c43feffc5e89 health_score: 100.0 last_checked: 1779032818.01156 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:58.011560+02:00' ? https://blogs.aws.amazon.com/security/post/Tx3KVD6T490MM47/In-Case-You-Missed-These-AWS-Security-Blog-Posts-from-June-July-and-August : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: e5a82f3c14da98d088f008799ee1b12f952567a003d57c635443a4136678a41d health_score: 100.0 last_checked: 1779030806.199815 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:26.199815+02:00' https://blogs.aws.amazon.com/security/post/Tx3PTTZB14FWPBA/Announcing-Industry-Best-Practices-for-Securing-AWS-Resources: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: d4e06c005441b1b89f2e5185cedc7e1eeb896e56400bf4d9792849419c169d64 health_score: 100.0 last_checked: 1779030022.739431 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:22.739431+02:00' https://blogs.aws.amazon.com/security/post/Tx4QX7W51NDSLO/The-Most-Popular-AWS-Security-Blog-Posts-in-2015: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 95f8495e6eae736a95a80f721b080a8a7f709337149972431f9d8af638f397f1 health_score: 100.0 last_checked: 1779030479.33151 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:59.331510+02:00' https://blogs.aws.amazon.com/security/post/Tx6QAIBSQTJPHB/Updated-Whitepaper-Available-AWS-Best-Practices-for-DDoS-Resiliency: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: b92b0ba8d47f83d6d399fc2ccd034ab22509bf49e70e4dcbf3c8627f34a36d61 health_score: 100.0 last_checked: 1779029993.073173 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:53.073173+02:00' https://blogs.aws.amazon.com/security/post/TxK5WUJK3DG9G8/How-to-Restrict-Amazon-S3-Bucket-Access-to-a-Specific-IAM-Role: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 624a8c96f64ee33f315b00e03bdeb62063deb6b695e5486f7af0ae75a1157196 health_score: 100.0 last_checked: 1779034229.462037 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:29.462037+02:00' https://blogs.aws.amazon.com/security/post/TxLEHNNDPUFDU9/Automated-Reasoning-and-Amazon-s2n: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 5283993aafa81e2e4f773b326f2b7a86a2dda554941e1c155054b767bdc67f2f health_score: 100.0 last_checked: 1779031107.373092 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:27.373092+02:00' https://blogs.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693: title: 'blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por qué el ego'' es el peor enemigo del gestor en la Fórmula 1' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 37fc0bb2e812f572629a4ca2c4f9a66aa7b1d86a6858c77940136f11f366216d health_score: 100.0 last_checked: 1779031424.35947 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/recruitment.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:44.359470+02:00' https://blogs.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087: title: 'blogs.elconfidencial.com: El talento atrofiado: por qué en España escasean'' los profesionales de alto nivel' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 253202836a82403c4ed6341886eecdeb295bd9aca79b11b2cd8592789d58c505 health_score: 100.0 last_checked: 1779031187.104161 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/recruitment.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:47.104161+02:00' https://blogs.elconfidencial.com/tecnologia/tribuna/2022-02-12/productividad-tecnologia-startups-apps_3373786: title: 'blogs.elconfidencial.com: Los españoles somos más improductivos que nunca'' y el problema no es de los empleados' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ce9bae6189aa3e2d1249ef9aa45e8cf854dbb05ad01574222b8ae04ade49919f health_score: 100.0 last_checked: 1779032583.806881 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:03.806881+02:00' https://blogs.gartner.com/cameron_haight/2014/10/13/getting-your-arms-around-devops-devops-patterns-and-practices: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031720.544391 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.544391+02:00' https://blogs.letusdevops.com/p/how-much-programming-should-i-know: title: 'blogs.letusdevops.com: How much programming should I know for DevOps/SRE'' domain.' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blogs.letusdevops.com: How much programming should I know for DevOps/SRE'' domain. in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.216214 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.216214+02:00' https://blogs.msdn.microsoft.com/pythonengineering: title: 'Microsoft: Python Engineering' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9c37f998ef636a86b49d0894583ca4e2c457cdda7628c60aaa751ed14678d40d health_score: 100.0 last_checked: 1779031693.959074 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:13.959074+02:00' https://blogs.mulesoft.com/dev/api-dev/apis-versus-web-services: title: 'mulesoft.com: APIs versus web services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mulesoft.com: APIs versus web services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f6b5380402c85b2c24a12bf83ecb4b9fff40d8c7e4c4c645335cf8f94f3e3467 health_score: 100.0 last_checked: 1779033038.211983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:38.211983+02:00' https://blogs.mulesoft.com/dev/resources-dev/k8s-kubernetes: title: 'blogs.mulesoft.com - K8s: 8 questions about Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blogs.mulesoft.com - K8s: 8 questions about Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2a9d3f8aa2faecaa265c2c27bc5c64bbb90f2bad6cf106d9927bf4392a2073f4 health_score: 100.0 last_checked: 1779031568.465643 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:08.465643+02:00' https://blogs.nakam.org/what-happens-when-k8s-edition: title: "blogs.nakam.org: What Happens When? K8s Edition \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering blogs.nakam.org: What Happens When? K8s Edition \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031302.140064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:21:42.140064+02:00' https://blogs.opentext.com/understanding-kubernetes-within-containers: title: 'blogs.opentext.com: Understanding Kubernetes within containers' description: '' year: '2022' stars: 0 ai_summary: Explains the nested relationship between containers, container runtimes (CRI), and Kubernetes orchestration. Explores how OCI-compliant container engines interface with the Kubelet daemon to implement declarative scaling, self-healing, and lifecycle management within decoupled distributed systems. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Containerization - Virtualization Layers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blogs.oracle.com/cloud-infrastructure/announcing-private-kubernetes-clusters: title: 'blogs.oracle.com: Announcing private Kubernetes clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com: Announcing private Kubernetes clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029466.486799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/oraclecloud.md v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:06.486799+02:00' https://blogs.oracle.com/cloud-infrastructure/post/introducing-free-java-license: title: 'blogs.oracle.com: Introducing the Free Java License (Java 17)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033942.673837 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:42.673837+02:00' https://blogs.oracle.com/maa/post/oracle-rac-on-docker-now-with-full-production-support: title: 'blogs.oracle.com: Oracle RAC on Docker - Now with Full Production Support' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com: Oracle RAC on Docker - Now with Full Production Support in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.100315 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/oraclecloud.md v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.100315+02:00' https://blogs.oracle.com/oracleuniversity/post/hands-on-labs-oci-training: title: 'blogs.oracle.com: Access hands-on exercises for Oracle Cloud Infrastructure'' with ease' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com: Access hands-on exercises for Oracle Cloud Infrastructure'' with ease in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031696.595017 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/oraclecloud.md v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:16.595017+02:00' https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-abap-ui5: title: 'blogs.sap.com: Continuous quality using plugins and Jenkins (ABAP & UI5)' description: '' year: '2020' stars: 0 ai_summary: Outlines technical practices for ensuring SAP application code quality utilizing automated Jenkins pipelines. Introduces test automation execution structures for both legacy ABAP backends and modern UI5 frontend projects. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Enterprise Platforms - SAP tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environment: title: 'blogs.sap.com: CI/CD Tools for SAP Cloud Platform ABAP Environment' description: '' year: '2020' stars: 0 ai_summary: Details native CI/CD tools and integration patterns optimized for the SAP Cloud Platform ABAP environment. Demonstrates automated artifact builds, transport releases, and compliance workflows. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Enterprise Platforms - SAP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments: title: 'blogs.sap.com: Decentralized GitOps over multiple environments' description: '' year: '2021' stars: 0 ai_summary: Presents SAP's decentralization patterns for managing multiple clusters across staging and production environments. Emphasizes repository architecture designs that ensure self-governing application groups while maintaining centralized policy control. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Multi-Cluster - Decentralization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-storage-using-rest-api: title: 'blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 1' description: '' year: '2021' stars: 0 ai_summary: Step-by-step guide illustrating SAP Cloud Integration connectivity to Azure Blob Storage via REST APIs. Outlines security header formulation, token acquisition flows, and early payload transformations. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Integration - SAP Cloud Integration - Azure Blob Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach: title: 'blogs.sap.com: SAP Cloud Integration automated testing using Jenkins and Pipeline as a Code approach' description: '' year: '2021' stars: 0 ai_summary: 'An enterprise case study explaining how to build automated integration testing using SAP Cloud integrations inside a Jenkins Pipeline-as-Code architecture. *Curator Insight*: SAP Jenkins automated pipeline. *Live Grounding*: Essential for systems architects needing to standardize automated delivery in legacy enterprise networks.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Enterprise Integrations - SAP Automation tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp: title: 'blogs.sap.com: A Practical Guide to DevOps for SAP ERP' description: '' year: '2021' stars: 0 ai_summary: Delivers a pragmatic manual on integrating modern DevOps paradigms, continuous integration pipelines, and automated testing frameworks into highly rigid SAP ERP environments. The curator explains the complexity of managing SAP transports and ABAP code structures. Live enterprise IT strategies prove that breaking down these legacy transport processes is essential for agile corporate transformations. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Systems - SAP ERP - DevOps Implementation tags: - '[LEGACY]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-storage-using-rest-api-part-2: title: 'blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 2' description: '' year: '2021' stars: 0 ai_summary: Continuing the architectural sequence, this guide centers on advanced REST payloads, handling massive binary files, implementing robust retry policies, and tracking upload failures inside SAP landscapes. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Integration - SAP Cloud Integration - Azure Blob Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://blogs.splunk.com/2016/06/22/aws-video: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering blogs.splunk.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: f8e4b711eb6b8c9a93ce562e998ce192752966639b80e2401212882bea910847 health_score: 100.0 last_checked: 1779029341.269407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:01.269407+02:00' https://blogs.vmware.com/management/2020/06/devops-culture.html: title: "blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e health_score: 100.0 last_checked: 1779032785.704169 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://blogs.vmware.com/management/2020/06/devops-culture.html proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.960226' discovered_at: '2026-05-17T17:46:25.704169+02:00' https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html: title: 'blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now Available!' description: '' year: '2020' stars: 0 ai_summary: Announcement of VMware Tanzu Service Mesh (TSM), an Istio-based commercial service mesh integrated with VMware NSX. TSM delivers end-to-end traffic management, zero-trust security policies, cross-cluster connectivity, and deep API observability across hybrid and multi-cloud Kubernetes deployments. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Service Mesh - VMware Tanzu tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://blogs.vmware.com/vov/2018/08/06/how-to-deconstruct-a-monolith-using-microservices-getting-ready-for-cloud-native: title: 'vmware.com: How to Deconstruct a Monolith using Microservices – Getting Ready for Cloud-Native' description: '' year: '2018' stars: 4 ai_summary: Provides an enterprise architectural path for decomposing traditional monoliths into distributed services. It focuses on identifying bounded contexts, managing cross-service communication via asynchronous events, and restructuring development teams around microservices boundaries. language: English resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Microservices - Decomposition Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html: title: 'blogs.vmware.com: Introducing Project Pacific (vSphere with Kubernetes)' description: '' year: N/A stars: 0 ai_summary: The original deep-dive announcement introducing Project Pacific, which natively refactored VMware vSphere 7 around the Kubernetes control plane. Provided the architectural bridge that enables operations teams to provision containerized infrastructure via ESXi hypervisors. language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: manual content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e health_score: 100.0 last_checked: 1779031559.545907 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - VMware Tanzu Ecosystem - Hypervisor Kubernetes tags: - '[LEGACY]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.545907+02:00' https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode: title: 'blogs.windows.com: Bringing the browser developer tools to Visual Studio'' Code' description: '' year: '2020' stars: 0 ai_summary: Introduces Microsoft Edge Developer Tools integration directly inside VS Code. This allows engineers to run element inspection, network profiling, and DOM debugging natively in the IDE, reducing context-switching latency during web application development. language: JavaScript resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 65f6856312bca89409d44de67ee2633b7915ae38c3e0dbfc1bbf04c9832dc12d health_score: 100.0 last_checked: 1779034237.942284 needs_ai_refresh: false hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:37.942284+02:00' https://bloo.media/blog/producto-minimo-viable-mvp: title: 'bloo.media: Producto Mínimo Viable ¿Qué es y cómo crearlo?' description: '' year: '2022' stars: 0 ai_summary: A technical blueprint for defining and launching an MVP, emphasizing cost-efficiency and user-centric prioritization. Outlines processes for building validation loops, avoiding scope creep, and designing feedback architectures to capture early adopter usage. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Product Management - Methodology - Minimum Viable Product tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://blue-clouds.com/category/study-guide: title: AWS Certified Solutions Architect Professional – Study Guide description: '' year: '2023' stars: 0 ai_summary: A high-level technical study guide mapping key architectural domains of the AWS Certified Solutions Architect - Professional (SAP-C02) exam. Focuses on advanced multi-account design, high availability, massive scale migrations, and complex network structures. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://bootcamp.uxdesign.cc/a-quick-win-to-prepare-for-every-meeting-using-templates-d2359c849433: title: 'bootcamp.uxdesign.cc: A quick win to prepare for every meeting using templates' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bootcamp.uxdesign.cc: A quick win to prepare for every meeting using templates in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034030.855042 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:10.855042+02:00' https://bootcamp.uxdesign.cc/popular-tech-stack-for-startups-in-2022-f3b53f50c18: title: 'bootcamp.uxdesign.cc: Popular Tech Stack for Startups in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bootcamp.uxdesign.cc: Popular Tech Stack for Startups in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032974.984193 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:34.984193+02:00' https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9: title: 'boozangfromthetrenches.com: Root Cause Analysis in Test Automation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering boozangfromthetrenches.com: Root Cause Analysis in Test Automation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031181.294317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:41.294317+02:00' https://bors.tech: title: Bors Bot description: '' year: '2020' stars: 4 ai_summary: 'The original merge bot implementing the ''not rocket science'' rule: never merge untested commits into master. Popularized continuous integration validation queues, though live grounding shows development has largely transitioned to its successor, bors-ng.' language: Rust resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://botkube.io: title: botkube.io description: '' year: '2019' stars: 4 ai_summary: Botkube is a collaboration and ChatOps tool designed to integrate Kubernetes clusters directly with popular messaging channels like Slack, Discord, and Teams. It allows debugging, running kubectl commands, and monitoring cluster alerts securely from chat interfaces. language: Go resource_type: ChatOps Platform complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 593c5c6067eaeb4ee09d1fa4e63dfa64c790b6061a5579952d39f9a9815d78b2 health_score: 100.0 last_checked: 1779130495.015865 needs_ai_refresh: false hierarchy: - Observability - ChatOps - Collaboration Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-monitoring.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.015865+02:00' https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files: title: "boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: A tactical blog post detailing file hierarchy designs for managing Kubernetes manifests. It compares simple raw file naming to directory segmentation, Kustomize overrides, and Helm charts. This serves as a helpful guide for platform engineers standardizing GitOps setups. language: N/A resource_type: article complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2020-06-01T00:00:00+02:00' https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart: title: 'boxunix.com: Developer’s Guide to Writing a Good Helm Chart' description: '' year: '2022' stars: 0 ai_summary: A comprehensive authoring guide establishing best practices in Helm chart architecture. Topics include variable scoping, values encapsulation patterns, schema validation structures, and managing complex multi-service subchart dependencies cleanly. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Best Practices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://bqstack.com/b/detail/109: title: 'bqstack.com: Monitoring Application using Elastic APM' description: '' year: '2021' stars: 0 ai_summary: A comprehensive walkthrough focusing on application performance monitoring via Elastic APM. It details agent-to-server connection topologies and dashboards. 2026 frameworks heavily advocate combining this setup with unified Kibana views mapping out both service dependencies and OpenSearch raw logs. language: Markdown resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779029161.513057 needs_ai_refresh: false hierarchy: - Cloud Native - Observability - Elastic APM tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:01.513057+02:00' https://bqstack.com/blog/monitoring-application-using-elastic-apm: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.921789 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.921789+02:00' https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops: title: 'braindose.blog: 4 Key Characteristics for a Successful GitOps Implementation' description: '' year: '2020' stars: 0 ai_summary: 'Identifies the foundational pillars of successful GitOps: declarative configurations, a single source of truth in Git, automated state reconciliation, and software agents for drift detection. It provides architectural blueprints for structuring Git-based change management processes.' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Methodology - Core Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://bravenewgeek.com/the-observability-pipeline: title: 'bravenewgeek.com: The Observability Pipeline' description: '' year: '2019' stars: 0 ai_summary: 'A comprehensive technical exploration of the ''Observability Pipeline'' architectural pattern, illustrating how to decouple telemetry sources from destinations using intermediate routing layers (e.g., Vector). Curator Insight: Deep-dive on data routing middleware. Live Grounding: A fundamental design paradigm for modern platform engineering, preventing vendor lock-in and optimizing ingestion costs.' language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Systems Design - Observability - Data Pipelines - Telemetry Routing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://brennerm.github.io/posts/k8s-operators-with-python-part-1.html: title: 'brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cc5be0c4145665ff21c584e3ac68459e235a48d1fcf44cb7e9e349010d39f3ab health_score: 100.0 last_checked: 1779032640.092958 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:00.092958+02:00' https://brennerm.github.io/posts/kubernetes-overview-diagrams.html: title: "brennerm.github.io: Kubernetes Overview Diagrams \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b563ca9cbdec756f611652d334383c490e4bfd94fb3fc105a9aa5296b174df67 health_score: 100.0 last_checked: 1779030604.931344 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:04.931344+02:00' https://brennerm.github.io/posts/setting-up-eks-with-irsa-using-terraform.html: title: 'brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6dcf3b994b06d2c909e2bd1e6797c6bfc963e9194c84d216edaa866484130e0c health_score: 100.0 last_checked: 1779031595.908054 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:35.908054+02:00' https://brianchristner.io/how-to-use-docker-scan: title: 'brianchristner.io: How to use Docker Security Scan Locally' description: '' year: '2021' stars: 0 ai_summary: A practical manual outlining static security scanning on developer workstations. Demonstrates how to discover vulnerabilities and outdated packages inside target OCI layers prior to CI deployment. language: N/A resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Security & Hardening - Vulnerability Assessment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://bridgecrew.io: title: bridgecrew description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering bridgecrew in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033973.692596 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:13.692596+02:00' https://bridgecrew.io/blog/5-common-kubernetes-misconfigs-and-how-to-fix-them: title: 'bridgecrew.io: 5 common Kubernetes misconfigs and how to fix them' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: 5 common Kubernetes misconfigs and how to fix them in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033861.956187 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:21.956187+02:00' https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code: title: 'bridgecrew.io: 5 tips for securely adopting infrastructure as code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: 5 tips for securely adopting infrastructure as code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030235.327666 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:55.327666+02:00' https://bridgecrew.io/blog/advanced-terraform-security-pro-tips-for-secure-infrastructure-as-code: title: 'bridgecrew.io: Advanced Terraform security: Pro tips for secure infrastructure'' as code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: Advanced Terraform security: Pro tips for secure infrastructure'' as code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030682.957125 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:22.957125+02:00' https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-charts: title: 'bridgecrew.io: Applying Kubernetes security best practices to Helm charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: Applying Kubernetes security best practices to Helm charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031351.742775 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:31.742775+02:00' https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor: title: 'bridgecrew.io: Best practices for AWS tagging with Yor' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: Best practices for AWS tagging with Yor in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033583.464344 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:43.464344+02:00' https://bridgecrew.io/blog/kubernetes-devsecops-principles: title: '==bridgecrew.io: 6 key Kubernetes DevSecOps principles: People, processes,'' technology==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==bridgecrew.io: 6 key Kubernetes DevSecOps principles: People, processes,'' technology== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034506.891828 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:06.891828+02:00' https://bridgecrew.io/blog/open-source-helm-security-research: title: 'bridgecrew.io: Part 1: Top trends from analyzing the security posture of'' open-source Helm charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: Part 1: Top trends from analyzing the security posture of'' open-source Helm charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032877.74421 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:57.744210+02:00' https://bridgecrew.io/blog/open-source-helm-security-research-part-2: title: 'bridgecrew.io: Part 2: Top trends from analyzing the security posture of'' open-source Helm charts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030305.443037 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:05.443037+02:00' https://bridgecrew.io/blog/open-source-helm-security-research-part-3: title: 'bridgecrew.io: Part 3: Top trends from analyzing the security posture of'' open-source Helm charts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029371.102143 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:31.102143+02:00' https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infrastructure-as-code: title: "==bridgecrew.io: Terraform security 101: Best practices for secure infrastructure' as code== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==bridgecrew.io: Terraform security 101: Best practices for secure infrastructure' as code== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034499.401012 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.401012+02:00' https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github: title: 'bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline'' with Bridgecrew, Jenkins, and GitHub' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline'' with Bridgecrew, Jenkins, and GitHub in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029801.585115 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:41.585115+02:00' https://bsucaciu.com/?p=4645: title: 'bsucaciu.com: What is a Sidecar?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bsucaciu.com: What is a Sidecar? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032231.991877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:11.991877+02:00' https://btholt.github.io/intro-to-web-dev-v2/intro: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3e4c4d8b29430916d2bbcd881e6cd2b36d9f0cc5ff1dfd7262488f8aa2b770e6 health_score: 100.0 last_checked: 1779032388.369421 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.369421+02:00' https://buff.ly/3sl0yYu: title: Automatización de aplicaciones Spring Boot con Terraform, Ansible y GitHub Actions description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Automatización de aplicaciones Spring Boot con Terraform, Ansible y GitHub Actions in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033573.38572 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:33.385720+02:00' https://buggyapp.ycrash.io: title: 'BuggyApp: Simulate performance problems' description: '' year: '2021' stars: 0 ai_summary: An application suite designed to simulate real-world system errors within test environments. Enables deliberate injection of CPU spikes, memory leaks, thread locks, and database blockages, providing a safe practice space for telemetry alerts and diagnostic playbooks. language: Java / English resource_type: SaaS Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Failure Simulation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://build.microsoft.com/en-US/home?ocid=FY26_soc_omc_br_X_BuildRegister: title: Microsoft Build 2026 Developer Event Portal description: The official portal for Microsoft Build 2026, showcasing deep-dives on real systems, local AI agents on Windows, and Azure cloud infrastructure scaling. year: '2026' stars: 4 ai_summary: 'Curator Insight: Microsoft Build 2026 serves as the primary developer forum introducing the convergence of local Windows environments and agentic Azure architectures. Live Grounding: Hosting hundreds of deep technical sessions in San Francisco and online, the event highlights real-world AI scaling pipelines, next-generation Azure Linux distributions, and extensive GitHub Copilot integrations for modern software engineering workflows.' language: English resource_type: Site complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 191e0560c7ec87e7f2d444dc46a67b3457e05c62e1e5b2269cf2aa7b7f709cd9 health_score: null last_checked: 1780352404.147753 needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft Azure - Developer Conference tags: - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: introduction reputation_status: Vetted reputation_summary: Official portal for Microsoft's primary developer conference, highly relevant for platform and application developers worldwide. social_preview_url: '' source_provenance: X.com (Microsoft) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147753+02:00' https://build.thebeat.co/a-curious-case-of-aws-nlb-timeouts-in-kubernetes-522bd88a3399: title: 'build.thebeat.co: A curious case of AWS NLB timeouts in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering build.thebeat.co: A curious case of AWS NLB timeouts in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.466594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.466594+02:00' https://build5nines.com: title: build5nines.com description: '' year: '2026' stars: 0 ai_summary: A technical portal offering architectural blueprints, deep-dives, and certification preparation resources focused on Microsoft Azure, hybrid cloud infrastructure, and enterprise DevOps patterns. Designed to help architects maintain highly-available systems. language: English resource_type: Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Computing - Architectural Knowledge Base tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-in-hybrid-cloud-management: title: 'build5nines.com: Analyzing IBM’s Acquisition of HashiCorp: A Game-Changer in Hybrid Cloud Management' description: '' year: '2024' stars: 0 ai_summary: Strategic analysis of IBM's landmark acquisition of HashiCorp and its direct impact on multi-cloud orchestration. Examines how combining HashiCorp's stack (Terraform, Vault, Consul) with IBM's Red Hat OpenShift and Ansible portfolios shapes enterprise hybrid-cloud management pipelines. language: None resource_type: Industry Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Industry Landscape - Acquisitions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/azure-cdn-endpoint-interactive-map: title: 'build5nines.com: Azure CDN POP Locations: Interactive Map of Azure CDN Points of Presence' description: '' year: '2024' stars: 0 ai_summary: Interactive mapping analysis detailing Azure CDN global Points of Presence (POPs). Highlights regional routing metrics and CDN optimization paths for low-latency web applications. Practical resource for designing globally distributed multi-region assets. language: English resource_type: Technical Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Core Networking - Content Delivery Network tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage: title: 'build5nines.com: Azure CLI: Check if Blob Exists in Azure Storage' description: '' year: '2023' stars: 0 ai_summary: Provides CLI commands to verify file existence inside active cloud storage containers before triggering build scripts. language: None resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Azure Storage - Azure CLI - Blob Diagnostic tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/azure-functions-cost-considerations-and-optimization: title: Azure Functions Cost Considerations and Optimization description: '' year: '2024' stars: 4 ai_summary: Examines cost structures and billing patterns in serverless environments, focusing on Azure Functions. Compares Consumption, Premium, and Dedicated App Service plans, outlining how to minimize cold starts and optimize execution runtimes. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Azure Optimization - Serverless tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://build5nines.com/azure-pipeline-publish-unit-test-and-code-coverage-results-with-net-solution-using-vstest-cobertura-and-coverlet : title: 'build5nines.com: Azure Pipeline: Publish Unit Test and Code Coverage Results with .NET 7 Solution using VSTest, Cobertura, and Coverlet' description: '' year: '2023' stars: 3 ai_summary: Details the step-by-step configuration of a .NET pipeline that runs unit tests and publishes results using Cobertura and Coverlet. Incorporating automated coverage reports into PR checks is highly effective for maintaining code quality. 2026 engineering teams typically pair these native pipeline metrics with security-focused static code analysis platforms. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Software Quality Assurance - Test Automation - .NET CI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/azure-resource-tags-important-organization-strategies-and-tips: title: "build5nines.com: Azure Resource Tags: Important Organization Strategies and Tips \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Details architectural considerations for building, implementing, and enforcing tag naming schemas, securing financial accountability within corporate subscriptions. language: None resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Governance - Resource Tagging - Cost Controls tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/beginners-guide-to-pulumi-ci-cd-pipelines: title: 'build5nines.com: Beginner’s Guide to Pulumi CI/CD Pipelines' description: '' year: '2023' stars: 0 ai_summary: Technical guide outlining automated PR validations, policy-as-code evaluations, and deployment promotions utilizing GitHub Actions and Pulumi CLI integration. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD Integration - Pulumi tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - pulumi.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deployment-projects: title: 'build5nines.com: Benefits of Convention over Configuration for IaC Deployment Projects' description: '' year: '2023' stars: 0 ai_summary: Explores the benefits of standardizing infrastructure template files using Convention over Configuration patterns. Demonstrates how strict naming rules, predictable directory structures, and shared default values eliminate redundant code segments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://build5nines.com/best-practices-to-promote-from-dev-to-prod-environments-with-hashicorp-terraform-using-workspaces-and-folders : title: "build5nines.com: Best Practices to Promote from DEV to PROD Environments with HashiCorp Terraform using Workspaces and Folders \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Compares folder-based structures with dynamic workspace techniques for pipeline environment progression. Analyzes structural pros and cons to isolate non-production systems from high-risk production environments. language: HCL resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Best Practices - Environment Promotion tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branches: title: 'build5nines.com: Configuring GitHub Actions to Run Jobs on Specific Branches' description: '' year: '2021' stars: 0 ai_summary: Details structural logic rules used to target GitHub Actions job execution exclusively to specific branch namespaces. Teaches architecture patterns for segregating master branch releases from feature-branch testing suites. Minimizes runner budget exhaustion by preventing redundant builds. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI/CD Platforms - Branch Protection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workflow_dispatch: title: 'build5nines.com: Configuring Manual Triggers in GitHub Actions with `workflow_dispatch`' description: '' year: '2021' stars: 0 ai_summary: A granular guide to declaring human-in-the-loop manual overrides in GitHub Actions using the `workflow_dispatch` event trigger. Discusses configuration of strict typing parameters and dynamic input options in the YAML configuration matrix. Assists in restricting dangerous execution actions in production environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI/CD Platforms - Workflow Dispatch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines: title: 'build5nines.com: Deploy Terraform using Azure DevOps YAML Pipelines' description: '' year: '2023' stars: 0 ai_summary: Provides clean YAML patterns for constructing declarative multi-environment deployment pipelines. Outlines security gating, state persistence practices, validation checks, and rollback operations. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - CI/CD - DevOps tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform: title: 'build5nines.com: Deploying Hub-and-Spoke Network Topology in Microsoft Azure using Terraform' description: '' year: '2023' stars: 0 ai_summary: Walks through establishing a hub-and-spoke network topology on Azure using HashiCorp Terraform. Details configuration for VNets, virtual peerings, secure routing, and centralized firewalls. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - Topologies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/get-started-with-azure-bicep: title: 'build5nines.com: Get Started with Azure Bicep – Alternative to ARM Templates' description: '' year: '2022' stars: 0 ai_summary: Introduces Azure Bicep as Microsoft's strategic evolution beyond JSON-based ARM templates. It contrasts the language's simplified abstraction layer, compilation mechanics, and automatic dependency resolution against traditional enterprise patterns. language: Bicep resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure Bicep tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/get-started-with-terraform-on-microsoft-azure: title: 'build5nines.com: Get Started with Terraform on Azure' description: '' year: '2023' stars: 0 ai_summary: An introductory guide tailored for operations teams transitioning from graphical administration to Azure Infrastructure as Code. It systematically outlines provider configuration patterns, state engine initialization, and early-stage deployments using simple Azure environments. language: HCL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Onboarding tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/git-merge-repositories-with-history: title: 'build5nines.com: Git: Merge Repositories with History' description: '' year: '2022' stars: 0 ai_summary: Explains specialized monorepo migrations by merging isolated Git repositories while retaining complete development logs. Focuses on subdirectory filter-branch operations, adding foreign remotes, and executing forced merges with unrelated histories. language: English resource_type: Deep Dive complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Advanced Git - History Manipulation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/git-reset-undo-most-recent-local-commit: title: 'build5nines.com: Git: Reset / Undo Most Recent Local Commit' description: '' year: '2021' stars: 0 ai_summary: Explores techniques for undoing the most recent local commit using soft, mixed, and hard resets. This guide contrasts 'git reset --soft HEAD~1' (preserving changes in staging) with 'git reset --hard' (discarding all changes), outlining critical risk-mitigation strategies for development history. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - History Manipulation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://build5nines.com/github-actions-get-current-branch-name-for-git-repo: title: 'build5nines.com: GitHub Actions: Get Current Branch Name for Git Repo' description: '' year: '2021' stars: 0 ai_summary: Addresses the common scripting challenge of dynamically extracting branch name metadata in GitHub Actions. Evaluates environment variable interpolation syntax across various git checkout paradigms. Directs logic-dependent deployment strategies in complex multi-branch projects. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI/CD Platforms - Branch Protection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document: title: 'build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word Document' description: '' year: '2022' stars: 0 ai_summary: A practical CI/CD automation guide explaining how to integrate Pandoc within GitHub Actions workflows to programmatically convert Markdown documentation into Microsoft Word format. Solves friction points in corporate pipelines where business stakeholders require standard office documents built directly from Git repositories. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - CI/CD Pipelines - Pandoc Conversions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from: title: 'build5nines.com: How to Determine URL a Local Git Repository was Originally Cloned From' description: '' year: '2022' stars: 0 ai_summary: A targeted technical guide detailing commands like 'git remote -v' and 'git config --get remote.origin.url' to inspect remote configurations. Understanding origin metadata is crucial for automating CI/CD pipelines, mapping environments, and troubleshooting multi-remote scenarios in modern infrastructure pipelines. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Metadata Inspection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/introducing-microsoft-copilot-for-azure: title: 'build5nines.com: Introducing Microsoft Copilot for Azure' description: '' year: '2023' stars: 0 ai_summary: Details the architectural role of Microsoft Copilot for Azure, an AI-guided chat tool integrated into the Azure Portal. Aids operators in running diagnostics, translating business needs to ARM blueprints, and identifying optimizations. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Management & Governance - AI Cloud Operations - Azure Copilot tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator: title: 'build5nines.com: IPv4 Address CIDR Range Reference and Calculator' description: '' year: '2023' stars: 0 ai_summary: A combination calculator and instructional index designed to assist engineers in structuring network scopes, identifying overlapping pools, and designing multi-subnet routing topologies. language: N/A resource_type: Utility complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - CIDR Calculators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/output-link-to-azure-resources-from-terraform-project: title: 'build5nines.com: Terraform: Output URL to Azure Portal for Azure Resources' description: '' year: '2023' stars: 0 ai_summary: Presents a DevOps efficiency hack that constructs active Azure Portal resource URLs dynamically inside Terraform output manifests. Streamlines operations by offering direct dashboard links within CI/CD runner logs for newly provisioned clouds. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/read-and-write-azure-blob-storage-with-javascript: title: 'build5nines.com: Read and Write Azure Blob Storage with Javascript' description: '' year: '2024' stars: 0 ai_summary: Developer guide for building read-write pipelines targeting Azure Blob Storage using the Node.js SDK. Covers authentication protocols via Microsoft Entra ID integration (using `@azure/identity`) and SAS tokenization, detailing secure file uploads and downloads. language: English resource_type: Developer Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Storage - Storage Accounts - Blob Storage tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or-committed-to-git-repo: title: 'build5nines.com: Should .terraform.lock.hcl file be added to .gitignore or committed to Git repo?' description: '' year: '2023' stars: 4 ai_summary: Resolves the common configuration debate regarding the governance of the provider lock file (".terraform.lock.hcl"). Explains why committing this file is critical to enforcing deterministic provider versioning and cryptographic checksum verification across diverse execution environments. Live grounding confirms that omitting this file from source control introduces catastrophic, untraceable drift in CI runners. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Project Structure tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and-maintainable-code: title: 'build5nines.com: Terraform Best Practices for Writing Clean, Readable, and Maintainable Code' description: '' year: '2023' stars: 0 ai_summary: Focuses on formatting and clean architectural abstractions inside HCL. Identifies standards for robust variable declaration blocks, strict output typing, validation statements, and standard file partition styles. language: HCL resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Best Practices - Code Quality tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-code-project-organization-strategies-based-on-team-workload-or-monolithic: title: 'build5nines.com: Terraform: Code Project Organization Strategies (based on team, workload, or monolithic)' description: '' year: '2023' stars: 4 ai_summary: Evaluates different configuration topologies (monolithic, team-separated, workload-divided, and resource-type-grouped) to determine the best organizational layout for scaling enterprise IaC. Addresses how code structures directly map to blast radiuses and speed of deployment. Live grounding confirms that using decoupled directories is superior to giant state frameworks for limiting accidental infrastructure destruction. language: HCL resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Project Structure tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function: title: 'build5nines.com: Terraform: Conditional If Variable Does Not Exist (try function)' description: '' year: '2023' stars: 0 ai_summary: Practical tutorial exploring HCL error handling utilizing the native `try` evaluation function. Demonstrates writing resilient, defensive code configurations that gracefully fall back to defaults when encountering undefined object keys or missing input fields. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-create-an-aks-cluster: title: "build5nines.com: Terraform: Create an AKS Cluster \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: A step-by-step practical guide detailing the construction of an AKS cluster using Terraform. Walks through basic variables, resource groups, virtual networks, and node configuration blocks. language: HCL resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - AKS - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret-integration: title: 'build5nines.com: Terraform: Deploy Azure App Service with Key Vault Secret Integration' description: '' year: '2023' stars: 0 ai_summary: Highlights secure integration methods for linking Azure Key Vault to App Service. Shows how to avoid storing plain-text credentials in code by leveraging Managed System Identities to read parameters. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - App Service - Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-gateway: title: 'build5nines.com: Terraform: Deploy Azure ExpressRoute Circuit with VNet Gateway' description: '' year: '2023' stars: 4 ai_summary: A specialized case study and technical guide detailing the orchestration of high-throughput hybrid networking infrastructure on Azure. Walks through declaring virtual networks, ExpressRoute circuits, and gateway connections. Live grounding confirms that automating physical-to-virtual hybrid networking parameters significantly reduces routing errors and security misconfigurations. language: HCL resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Azure Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-plan: title: 'build5nines.com: Terraform: Deploy Azure Function App with Consumption Plan' description: '' year: '2023' stars: 0 ai_summary: A practical reference showing how to provision an Azure Function App under a Consumption Plan. It outlines infrastructure parameters such as storage dependencies, App Service Plans, and runtime environments in standard HCL code. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Serverless - Function App tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-feature-flags-environment-toggle-design-patterns: title: Terraform Feature Flags & Environment Toggle Design Patterns description: '' year: '2023' stars: 0 ai_summary: Explores design patterns for implementing conditional environment toggling and feature flagging within HCL modules. Demonstrates how to leverage boolean variables, count parameters, and map lookups to govern multi-region deployments dynamically. language: English resource_type: Architectural Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Design Patterns tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-get-user-principal-name-upn-of-user-running-deployment-without-entra-id-read-permissions: title: 'Terraform: Get User Principal Name (UPN) of User Running Deployment without Entra ID Read Permissions' description: '' year: '2024' stars: 0 ai_summary: A focused technical workaround detailing how to dynamically capture the current executing User Principal Name (UPN) inside Terraform scripts without relying on wide Microsoft Entra ID read access. language: HCL resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Entra ID Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/terraform-github-actions-automated-deployment: title: 'build5nines.com: Terraform: GitHub Actions Automated Deployment' description: '' year: '2023' stars: 0 ai_summary: Presents a clear blueprint for constructing basic CI/CD execution runs in GitHub. Covers step definitions, lint validations, and execution strategies designed to build solid base paths for continuous integration pipelines. language: YAML resource_type: Technical Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - GitHub Actions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-how-are-data-sources-used: title: 'build5nines.com: Terraform: How are Data Sources used?' description: '' year: '2023' stars: 0 ai_summary: Technical guide outlining the architectural use of data sources in HCL to securely fetch real-time metadata from external resources. Minimizes hardcoded identifiers by query-filtering configurations directly from dynamic cloud registries at run-time. language: HCL resource_type: Technical Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-how-to-for_each-through-a-listobjects: title: 'build5nines.com: Terraform: How to for_each through a list(objects)' description: '' year: '2023' stars: 0 ai_summary: Detailed architectural guide on leveraging the `for_each` expression to iterate over a list of structural objects in Terraform. Explains how to programmatically transform a list of objects into an uniquely keyed map using a inline `for` projection, which ensures deterministic and stable resource provisioning without relying on unstable index-based `count` loops. language: HCL resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-how-to-join-and-split-strings: title: 'build5nines.com: Terraform: How to Join and Split Strings' description: '' year: '2023' stars: 3 ai_summary: Technical reference focusing on HCL's native string manipulation functions like "join()", "split()", and "replace()". Demonstrates their application when generating dynamic names, processing resource tags, or managing complex network parameters. Live grounding highlights that using native functions is critical to building robust, self-documenting parameters inside library modules. language: HCL resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Dynamic Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-import-existing-azure-resources-into-state-tfstate: title: 'build5nines.com: Terraform: Import Existing Azure Resources into State (.tfstate)' description: '' year: '2023' stars: 0 ai_summary: Details programmatic methods for importing existing unmanaged Azure assets into Terraform states. Outlines basic import techniques as well as native HCL import blocks to preserve environment stability. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - State Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets: title: 'build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR Blocks, and Subnets' description: '' year: '2023' stars: 0 ai_summary: A deep dive into built-in network calculation functions like `cidrsubnet`, `cidrsubnets`, and `cidrhost` in Terraform. Explains the binary arithmetic of CIDR division to construct clean, dynamic, scale-ready VPC and subnet topologies across public cloud platforms. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-modules-using-git-branch-as-source: title: 'build5nines.com: Terraform: Modules using Git Branch as Source' description: '' year: '2023' stars: 0 ai_summary: Outlines structural strategies for referencing Terraform modules sourced directly from remote Git branches, tags, or specific commits. Details exact Git source syntax structures (such as `git::https://...git?ref=branch_name`) and evaluates the tradeoffs between dynamic development agility and pipeline safety. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Modules tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-remove-resource-from-state-file-tfstate: title: 'build5nines.com: Terraform: Remove Resource from State File (.tfstate)' description: '' year: '2023' stars: 0 ai_summary: Deep dive into executing `terraform state rm` to securely untrack infrastructure resources without triggering physical cloud deletion. Explains use-cases like decoupling legacy modules, refactoring workspace states, and manual migration of shared components. language: Bash resource_type: Technical Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State Management tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-split-main-tf-into-seperate-files: title: 'build5nines.com: Terraform: Split main.tf into seperate files' description: '' year: '2023' stars: 0 ai_summary: Best practice architectural blueprint for refactoring monolithic `main.tf` configuration structures into clean, decoupled, multi-file topologies. Outlines segregation of responsibilities across variables, providers, outputs, and logical cloud resources to streamline enterprise collaboration and minimize Git conflict risk. language: HCL resource_type: Technical Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Best Practices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-state-management-explained: title: 'build5nines.com: Terraform State Management Explained' description: '' year: '2023' stars: 0 ai_summary: Detailed exploration of state file engines in Terraform, covering single sources of truth, remote backend storage strategies, concurrent state locking mechanisms, and the state mutation lifecycle commands crucial for multi-user pipelines. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/terraform-workflow-process-explained: title: 'build5nines.com: Terraform Workflow Process Explained' description: '' year: '2023' stars: 3 ai_summary: A structural breakdown of the standard write-plan-apply execution loop that forms the basis of all infrastructure automation pipelines. Examines the operations performed during each phase, including dependency mapping and state-lock resolution. Live grounding shows that understanding these core lifecycle phases is vital before adopting complex CI tools like Atlantis or Terraform Cloud. language: HCL resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Workflow Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/using-azapi-terraform-provider-dynamic-properties-feature-instead-of-jsonencode: title: 'build5nines.com: Using AzAPI Terraform Provider Dynamic Properties Feature instead of jsonencode' description: '' year: '2024' stars: 0 ai_summary: Demonstrates the practical benefits of using AzAPI Dynamic Properties rather than standard `jsonencode` blocks. Establishes how this simplifies resource files, improves type-checking, and makes Terraform code easier to read. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Providers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/what-is-azure-private-link-and-how-to-deploy-with-terraform: title: 'build5nines.com: What is Azure Private Link and How to Deploy with Terraform' description: '' year: '2023' stars: 0 ai_summary: Provides a comprehensive tutorial on configuring Azure Private Links and private endpoints via Terraform. Details how to direct platform traffic across private cloud channels, securing resources from external exposure. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Networking - Private Link tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker: title: What is Podman and How Does it Compare to Docker? description: '' year: '2026' stars: 0 ai_summary: An architectural comparison analyzing the structural differences between Docker and Podman. It highlights Podman's daemonless, rootless-by-default execution model and explains how this design reduces security attack vectors compared to Docker's centralized daemon. It also details Podman's native support for pod-like multi-container groupings, easing transitions toward Kubernetes. language: Markdown resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Runtimes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://build5nines.com/what-is-the-hashicorp-infrastructure-cloud: title: 'build5nines.com: What is The HashiCorp Infrastructure Cloud?' description: '' year: '2022' stars: 0 ai_summary: Analyzes HashiCorp's unified platform approach, combining Terraform, Consul, Vault, and Packer under the HashiCorp Cloud Platform (HCP) banner. Focuses on the transition from disjointed CLI tools to integrated, identity-managed cloud operations designed to reduce platform engineering friction. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Orchestration Platforms - HashiCorp Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://build5nines.com/why-do-azure-resource-groups-have-an-azure-region-association: title: 'build5nines.com: Why do Azure Resource Groups have an Azure Region association?' description: '' year: '2024' stars: 0 ai_summary: Explains why Azure Resource Groups require regional associations despite holding globally distributed resources. Focuses on metadata retention policies, high-availability architecture of the resource manager control plane, and localized compliance/residency constraints. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Management - Enterprise Governance - Resource Metadata tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://build5nines.com/why-hashicorp-terraform-is-essential-for-sres-and-devops-engineers: title: 'build5nines.com: Why HashiCorp Terraform is Essential for SREs and DevOps Engineers' description: '' year: '2023' stars: 3 ai_summary: Assesses the architectural value proposition of Terraform from the perspective of Site Reliability Engineers and platform teams. Discusses benefits like multi-cloud portability, declarative state consistency, dependency mapping, and automation-friendly APIs. Live grounding proves that while alternatives exist, Terraform's sprawling provider ecosystem remains highly critical to automation. language: HCL resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Adoption Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://build5nines.com/working-with-yaml-in-terraform-using-the-yamldecode-and-yamlencode-functions: title: 'build5nines.com: Working with YAML in Terraform using the `yamldecode` and `yamlencode` Functions' description: '' year: '2023' stars: 0 ai_summary: Comprehensive guide on parsing and serializing configuration data structures between YAML schemas and native HCL objects utilizing `yamldecode` and `yamlencode` functions. Crucial for integrating complex external declarations (such as Helm value trees) directly into modular deployments. language: HCL/YAML resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://buildah.io: title: buildah description: '' year: '2026' stars: 5 ai_summary: Buildah specializes in crafting OCI-compliant container images without requiring a background container daemon. It enables fine-grained Layer management, dramatically reducing the security footprint of target images by keeping build tools outside the final layers. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Security - OCI Builders tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://buildbot.net: title: Buildbot description: '' year: '2025' stars: 0 ai_summary: A Python-based framework designed for continuous integration testing. Although largely surpassed by Kubernetes-native engines, Buildbot remains a robust, highly extensible platform for complex, non-standard compilation requirements. language: Python resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD & Delivery - Self-Hosted Runners tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - cicd.md - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://builder.aws.com/build/workshops?trk=265ae1c7-2dfc-44c6-bc73-a4d991b8bd7f&sc_channel=el: title: 'workshops.aws: AWS Workshops' description: '' year: '2026' stars: 0 ai_summary: AWS-designed workshop aggregator offering deep, interactive labs on advanced engineering themes. Topics span Elastic Kubernetes Service (EKS) design, serverless microservices pipelines, security automation, and native database configurations under realistic operational profiles. language: English resource_type: Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a78c2397e91ab049995ef550deeeb51c5036386b5463601127d060c29dd824ef health_score: 100.0 last_checked: 1779130495.032393 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Services - Interactive Learning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.032393+02:00' https://builder.aws.com/learn: title: 'community.aws/training: Training and Certification' description: '' year: '2023' stars: 0 ai_summary: The centralized AWS Builder community training site featuring articles, community-sourced tutorials, and architectural guidelines written by AWS Heroes and user group leaders worldwide. language: English resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Community Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://builder.aws.com/learn/topics/kubernetes: title: community.aws/kubernetes description: '' year: '2023' stars: 0 ai_summary: Curated developer platform presenting technical walk-throughs, AWS integrations, architecture guides, and emerging patterns specifically centered around EKS and cloud-native topologies on AWS. language: English resource_type: Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Community Resources tags: - '[EMERGING]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://buildkite.com/blog/manage-your-ci-cd-resources-as-code-with-terraform: title: 'buildkite.com: Manage your CI/CD resources as Code with Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6e60855bb79fea8d1c27acc199537c91cb51965c181917531a1dc3d7f8a19128 health_score: 100.0 last_checked: 1779030189.580133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:09.580133+02:00' https://buildkite.com/resources/blog/manage-your-ci-cd-resources-as-code-with-terraform: title: 'buildkite.com: Manage your CI/CD resources as Code with Terraform' description: '' year: '2023' stars: 3 ai_summary: Explores how Buildkite resources (pipelines, agents, clusters) can be deterministically provisioned and versioned using Terraform providers. Emphasizes the architectural shift from manual web-console administration to auditable, pull-request-driven CI/CD configuration management. Live grounding shows that this GitOps approach prevents pipeline configuration drift and aligns security configurations across corporate repositories. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Linting - Build Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://buildpacks.io: title: "buildpacks.io: Cloud Native Buildpacks \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Cloud Native Buildpacks (CNBs) transform application source code into secure, OCI-compliant container images without requiring a Dockerfile. Supported by the CNCF, CNBs analyze codebases to determine runtimes, patch secure OS layers, and separate application dependencies into optimal cached layers. They provide enterprise-level standardization, accelerating container builds and reinforcing dependency security at scale. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Continuous Integration - Image Building tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://buoyant.io/2020/12/23/kubernetes-network-policies-with-cilium-and-linkerd: title: 'buoyant.io: Kubernetes network policies with Cilium and Linkerd' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9a91aa0e2d5841dc7a31016812fcbf89b098309351b6c0ec6a87bbc9e508b0c6 health_score: 100.0 last_checked: 1779033243.713843 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:03.713843+02:00' https://buoyant.io/2021/12/14/locking-down-network-traffic-between-kubernetes-namespaces: title: 'buoyant.io: Go directly to namespace jail: Locking down network traffic'' between Kubernetes namespaces' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b380f5fc91409b3183b3ec2c2ceb03ab21070159f2a02ea7a9d23b923079b527 health_score: 100.0 last_checked: 1779031478.759474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.759474+02:00' https://buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh: title: 'buoyant.io: Multi-Cluster, Multi-Region Setup using Linkerd Service Mesh' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 806ffecf5ae5226be545e068c41116b149a73d5dadf0477f174fcc7668b6ac5d health_score: 100.0 last_checked: 1779029478.524456 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.524456+02:00' https://buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12: title: 'buoyant.io: Upgrading to Linkerd 2.12: Zero-trust-ready route-based policy,'' Gateway API, access logging' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0bd3ff1427d340b94bb5bd5e4f7ad555d2ee8cc00aeda421200842357f3e66ff health_score: 100.0 last_checked: 1779033808.296621 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:28.296621+02:00' ? https://business.vogue.es/carrera/articulos/adios-jefes-toxicos-la-salud-organizacional-rentabilidad-residen-liderazgo-gentil/533 : title: 'business.vogue.es: Adiós a los jefes tóxicos: este es el nuevo tipo de liderazgo'' gentil que triunfa' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5df82bbbbf9f0e5eb149d2cf75d13f91a91e3d0c234f4e914ea49c8c61dc42dd health_score: 100.0 last_checked: 1779030720.845201 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://business.vogue.es/carrera/articulos/adios-jefes-toxicos-la-salud-organizacional-rentabilidad-residen-liderazgo-gentil/533 proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.988586' discovered_at: '2026-05-17T17:12:00.845201+02:00' https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional: title: 'businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga'' laboral' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga'' laboral in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030516.787128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:36.787128+02:00' https://buttondown.com/nelhage/archive/two-reasons-kubernetes-is-so-complex: title: 'buttondown.email: Two reasons Kubernetes is so complex' description: '' year: '2021' stars: 4 ai_summary: 'An insightful essay attributing Kubernetes'' inherent complexity to two core causes: its general-purpose platform-of-platforms architecture, and its commitment to solving the distributed consensus state problem globally.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Theory - Complexity Analysis tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://buttondown.email/nelhage/archive/two-reasons-kubernetes-is-so-complex: title: 'buttondown.email: Two reasons Kubernetes is so complex' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 46e3c7e8d5b5807e129ecd8092b3d9ffe1a497dac937f4e99509ca4aa88e0ff9 health_score: 100.0 last_checked: 1779033297.071786 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:57.071786+02:00' https://buttons.github.io: title: 'buttons.github.io: GitHub Buttons' description: '' year: '2021' stars: 0 ai_summary: Simple frontend utility generator that provides clean, interactive, and customizable social buttons (such as Follow, Star, Fork) to integrate easily within product documentation, blogs, or landing pages. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Frontend Integrations - GitHub Buttons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://bytebytego.com: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 16f3df3f8be236dfb55033802e0be1ba41bdfb16487b4ce617c4278c35f1b981 health_score: 100.0 last_checked: 1779031064.513026 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.513026+02:00' https://bytebytego.com/courses/system-design-interview/scale-from-zero-to-millions-of-users: title: "bytebytego.com: System Design - Scale From Zero To Millions Of Users \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A structured breakdown of modern system scaling, illustrating how a single database configuration evolves into a multi-tiered global architecture. Covers key mechanics like database replication, global CDN routing, horizontal scaling of stateless application nodes, and distributed cache deployment. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture & Infrastructure Strategy - Application Design - System Design Patterns tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://byteman.jboss.org: title: Byteman description: '' year: '2024' stars: 0 ai_summary: A highly robust runtime bytecode injection tool utilizing JBoss rule engines to trace, test, and inject faults into live Java applications. By using Event-Condition-Action (ECA) rules without requiring source code modifications, it remains a vital instrument for simulating extreme edge cases, chaos engineering, and tracing complex cloud microservices. language: Java resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Diagnostics and Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://bytes.devopscube.com/p/pod-priority-preemption-explained: title: 'bytes.devopscube.com: Kubernetes Pod Priority & Preemption' description: '' year: '2022' stars: 0 ai_summary: Provides a comprehensive architectural overview of Kubernetes Pod Priority and Preemption. It explains how high-priority containers can evict lower-priority workloads from fully saturated worker nodes. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Scheduling - Priority Class tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cal.com: title: cal.com description: '' year: '2026' stars: 5 ai_summary: Cal.com is a highly customizable, open-source scheduling infrastructure. Positioned as a self-hosted, API-driven, GDPR-compliant core alternative to proprietary booking software. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Open Source Tools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://calculadora.malt.es: title: calculadora.malt.es description: '' year: '2024' stars: 0 ai_summary: A calculator tool built by Malt Spain that helps freelancers estimate their daily rate (Tasa Diaria Media - TDM) based on localized experience, tech stack, and location. Ideal for software developers transitioning to contracting to properly assess market value and negotiate sustainable client contracts. language: N/A resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Financial Calculators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://calculator.aws: title: 'calculator.aws: AWS Total Cost of Ownership (TCO) Calculators' description: '' year: '2022' stars: 5 ai_summary: The official pricing modeling platform for AWS cloud architectures. Empowers engineers to compute operational expenses and model total cost of ownership forecasts before initiating system builds. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 54b0d80bda668e25e5f493e7ba2c4c93bf29f97b5d4c5fc3c2f051285a8eded8 health_score: 100.0 last_checked: 1779033162.629021 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - FinOps Strategy tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:42.629021+02:00' https://calendly.com: title: Calendly description: '' year: '2025' stars: 0 ai_summary: SaaS scheduling tool providing automated invite links, corporate calendar integration, and round-robin scheduling algorithms to streamline business workflow coordination. language: TypeScript resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Commercial Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://camel.apache.org: title: Apache Camel description: '' year: '2023' stars: 0 ai_summary: The main technical page for Apache Camel, an integration framework built around Enterprise Integration Patterns (EIP). It simplifies system connectivity by offering hundreds of out-of-the-box protocol connectors and routing strategies. language: Java resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Integration - Apache Camel tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://camel.apache.org/camel-k/2.10.x: title: Apache Camel K description: '' year: '2023' stars: 0 ai_summary: The homepage for Apache Camel K, a lightweight integration framework optimized for Kubernetes. Built on Knative, Camel K runs integration code natively, using custom operators to automate building and scaling processes. language: Go resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Native - Camel K tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://camel.apache.org/camel-k/latest: title: Apache Camel K description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a44c353a72cca566d0511b89b7e2c83ff6ae5b6a344a84a2140773f47f549e21 health_score: 100.0 last_checked: 1779031143.027378 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:03.027378+02:00' https://camunda.com/blog/2022/02/how-we-overcame-long-running-job-limitations-in-jenkins-declarative-pipelines: title: 'camunda.com: How We Overcame Long-Running Job Limitations in Jenkins Declarative Pipelines' description: '' year: '2022' stars: 0 ai_summary: 'An analytical case study by Camunda detailing methods to bypass script size limitations and JVM stack overflows in complex pipelines. *Curator Insight*: Scaling execution. *Live Grounding*: Crucial for large engineering teams struggling with the maximum method size limit in Groovy files.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Performance Optimization - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://camunda.com/platform/zeebe: title: Zeebe workflow engine description: '' year: '2026' stars: 4 ai_summary: Zeebe is Camunda's highly available, horizontally scalable workflow orchestration engine designed specifically for microservices architectures. Relying on event-sourced execution loops, Zeebe manages complex BPMN process flows across thousands of servers with built-in partition tolerance. language: Java resource_type: Workflow Engine complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Workflow Engines - Camunda - Zeebe tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://canine.sh: title: 'Canine: A Developer-friendly PaaS for Kubernetes' description: '' year: '2025' stars: 0 ai_summary: A developer-centric, lightweight PaaS layer running directly on top of Kubernetes. Canine simplifies native container deployments and configurations, reducing cognitive load and shortening inner-loop development iterations. language: Go resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Platform Engineering - Kubernetes Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md - cicd.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://canonical.com/blog/gitops-with-azure-arc-and-charmed-kubernetes: title: Kubernetes GitOps with Azure Arc and Charmed Kubernetes description: '' year: '2021' stars: 0 ai_summary: A technical case study showcasing hybrid cloud management by linking Canonical's Charmed Kubernetes clusters with Microsoft Azure Arc. It details how Azure Arc acts as an overlay management plane, allowing administrators to push unified GitOps policies, access controls, and application resources to on-premises Charmed clusters. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Hybrid Cloud - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://canonical.com/juju: title: '**Conjure up**' description: '' year: '2026' stars: 0 ai_summary: 'Curator Insight vs Live Grounding: Canonical''s Conjure-up tool was originally developed to orchestrate Juju applications and configure Charmed Kubernetes dynamically. Live status confirms the tool is deprecated and retired, with Canonical directing teams to use direct Juju or MicroK8s setups.' language: Python resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Deployment Tools - Ubuntu Stack tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes.md - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://canonical.com/microk8s: title: '**Microk8s**' description: '' year: '2026' stars: 0 ai_summary: Canonical's lightweight, zero-ops Kubernetes distribution designed for developers, IoT devices, and edge computing. MicroK8s is packaged as a single snap package with automatic updates, high-availability clustering, and a modular architecture that supports one-click deployment of common add-ons like Istio, Knative, and GPU acceleration. language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Distributions - Edge & IoT tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://canvatechblog.com/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix-7c1da8e42f61: title: 'canvatechblog.com: Supporting GPU-accelerated Machine Learning with Kubernetes'' and Nix' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b9b5fd72d59db2b6e2e2f5fbfbb353ae5dda03d983539e32afe2bb2ae3b80124 health_score: 100.0 last_checked: 1779034034.739576 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:14.739576+02:00' https://capistranorb.com: title: Capistrano description: '' year: '2022' stars: 4 ai_summary: A remote server automation and deployment framework written in Ruby. It is a classic standard for multi-stage deployments, file synchronization, and atomic rollbacks. It remains highly popular for standard VM infrastructures, though cloud-native projects have largely migrated to Kubernetes-based systems. language: Ruby resource_type: tool complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Deployment Tools - Application Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns: title: "capstonec.com: You Will Love These Cloud-native App Architecture Patterns \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Investigates key structural patterns that define modern cloud-native systems, focusing on twelve-factor application rules, API-first delivery, resilient circuit breakers, and decoupling persistent storage systems from execution units. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Cloud-Native - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e979: title: 'carlos-piqueres.medium.com: Product Backlog vs Sprint Backlog' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering carlos-piqueres.medium.com: Product Backlog vs Sprint Backlog in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.414343 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.414343+02:00' https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint: title: 'carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage protected with a Private Endpoint' description: '' year: '2021' stars: 0 ai_summary: Examines configuring a Persistent Volume Claim (PVC) using Azure Files storage secured with a Private Endpoint in AKS. Prevents the storage accounts from being exposed to the public internet. Grounding confirms this is a critical enterprise pattern for storage layer hardening. language: YAML/Terraform resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Storage Systems - Private Endpoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7: title: 'carlosalca.medium.com: How to manage all my K8s secrets in git securely'' with Bitnami Sealed Secrets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering carlosalca.medium.com: How to manage all my K8s secrets in git securely'' with Bitnami Sealed Secrets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.310444 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.310444+02:00' https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions: title: RHAMT in Github Actions description: '' year: '2020' stars: 0 ai_summary: A practical guide outlining how to embed the Red Hat Application Migration Toolkit (RHAMT) into automated GitHub Actions. This implementation enables automated static code analysis inside continuous integration pull requests to ensure cloud compatibility. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - App Migration - GitHub Actions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://carvel.dev/kapp: title: "kapp \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Kapp is an extremely granular and robust deployment tool from the Carvel suite. It treats groups of resources as logical applications, calculating precise dependency graphs and displaying real-time execution plans. language: Go resource_type: Deployment Engine complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 86b6a26c1381fec6ede2ecbd749bd2918fcffda552631446dea6cb25064cbcb8 health_score: 100.0 last_checked: 1779033074.567896 needs_ai_refresh: true hierarchy: - Application Lifecycle - Deployment Tools - Resource Ordering tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.567896+02:00' https://cassandra.apache.org: title: Cassandra.apache.org description: "- [solo.io: Step by Step: Datastax Cassandra with Istio and SNI routing](https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-routing) Connecting applications running outside of the Kubernetes cluster to the Cassandra database running inside the cluster.\n - [engineeringblog.yelp.com: Orchestrating Cassandra on Kubernetes with Operators](https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-with-operators.html)\n \ - [datastax.com: Apache Cassandra 4.0 is Now Delivered Via K8ssandra on Amazon EKS](https://www.ibm.com/products/datastax)\n - [foojay.io: K8ssandra Performance Benchmarks on Cloud Managed Kubernetes](https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubernetes)\n \ - [thenewstack.io: How to Run a Cassandra Operation in Docker](https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker)" year: '2026' stars: 5 ai_summary: Highly scalable, distributed wide-column NoSQL database offering linear scalability and multi-datacenter active-active clustering. Managed via modern tooling like K8ssandra on top of cloud Kubernetes platforms. language: Java resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - NoSQL Databases - Wide-Column Stores tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cast.ai: title: CAST AI description: '' year: '2025' stars: 5 ai_summary: Introduces CAST AI, an automated cost-reduction system for EKS, AKS, and GKE. Highlights how its real-time algorithms adjust cluster sizing, configure spot instances, and scale down resources without manual developer effort. language: English resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Kubernetes FinOps - Automated Optimization tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - ai.md - finops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cast.ai/blog/8-best-practices-to-reduce-your-aws-bill-for-kubernetes: title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 26de6f0da4566f3152142989f891360128975525d7afe08f76661a190ed6da41 health_score: 100.0 last_checked: 1779029820.696633 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.696633+02:00' https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes: title: 'cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?' description: '' year: '2023' stars: 0 ai_summary: A deep dive comparing AWS ECS, EKS, and serverless container execution via AWS Fargate. Synthesizing live cloud architectural trends, it presents insights into financial management, operational simplicity, and dynamic resource scaling, mapping out the trade-offs of using managed VM pools versus completely serverless options. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - aws-containers.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cast.ai/blog/cloud-pricing-comparison: title: 'cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud in 2021' description: '' year: '2026' stars: 0 ai_summary: A deep cost comparison across compute instances, storage tiers, and serverless runtimes of AWS, Azure, and Google Cloud. Authored by Cast.ai, it maps multi-cloud resource mapping vectors to reduce compute spend. Live grounding establishes this as a critical methodology for automated cloud cost control. language: English resource_type: Guide/Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Economics - Cost Optimization - Hyperscalers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cast.ai/blog/eks-cost-optimization: title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes' description: '' year: '2022' stars: 0 ai_summary: An analytical guide outlining eight proven vectors for optimizing AWS EKS spend. Recommendations highlight spot instance utilization, rightsizing CPU/memory allocations, automated pod pausing, and real-time scaling engines to eliminate compute waste. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Cost Optimization - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster: title: 'cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster' description: '' year: '2022' stars: 0 ai_summary: A security verification checklist designed for EKS. Evaluates API network isolation, node-level hardenings, RBAC, KMS secret encryption, and runtime defense models necessary to pass enterprise audits. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Compliance - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization: title: "cast.ai: Guide to Kubernetes autoscaling for cloud cost optimization \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An investigation of modern AI-driven infrastructure optimization tooling like CAST AI. Explains how automated scaling algorithms run real-time bin-packing configurations and non-disruptively swap out-of-budget spot instances. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Cost Optimization - Automated Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation: title: 'cast.ai: Keep your AWS Kubernetes costs in check with intelligent allocation'' (EKS)' description: '' year: '2021' stars: 5 ai_summary: Explores Kubernetes resource provisioning on EKS using automated container allocations. Offers strategies to prevent container-level over-provisioning and dynamically handle node scaling tasks to curb cluster waste. language: English resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 96f551bd8bcb4ccc1234a100696a036f5919d4c780898f58a87502dd17b7a3c9 health_score: 100.0 last_checked: 1779032543.596239 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - Kubernetes FinOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:23.596239+02:00' https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices: title: 'cast.ai: Kubernetes Labels: Expert Guide with 10 Best Practices' description: '' year: '2022' stars: 0 ai_summary: Establishes ten labeling best practices for enterprise systems. Analyzes how labeling impacts downstream scheduling, network topology routing, dynamic autoscaling, and metrics collection. language: YAML resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Core Mechanics - Metadata Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs: title: 'cast.ai: Kubernetes Namespace: How To Use It To Organize And Optimize Costs' description: '' year: '2022' stars: 0 ai_summary: Provides strategies for tracking and limiting resource spend using namespaces. Details how to integrate granular namespace tracking with FinOps tools to reduce infrastructure waste. language: Go resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Cost Optimization - Namespace Budgets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cast.ai/blog/kubernetes-security-10-best-practices: title: "cast.ai: Kubernetes Security: 10 Best Practices from the Industry and Community \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Consolidates ten core security practices derived from cloud-native community patterns and expert input. Discusses API server hardening, encryption of secrets at rest in etcd, and continuous vulnerability verification. Provides a clear roadmap for migrating legacy infrastructure securely into Kubernetes. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cluster Hardening - Best Practices tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cast.ai/blog/ultimate-cloud-pricing-comparison-aws-vs-azure-vs-google-cloud-in-2021: title: 'cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud'' in 2021' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 499ac9dfd5ce764260f27a2f0023f41d6e07f2de3d9fe617594db9cd4b0305fa health_score: 100.0 last_checked: 1779032900.455591 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.455591+02:00' https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator: title: "catalog.ngc.nvidia.com: NVIDIA GPU Operator - Helm chart \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The official NVIDIA GPU Operator Helm Chart coordinates all physical driver configurations, container engine runtimes, device plugins, and monitoring layers on Kubernetes. This is the industry-standard approach to automated provisioning of GPU compute capabilities across massive cloud and on-premise clusters. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - GPU Orchestration - Kubernetes Operators tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://catalog.redhat.com/en: title: "Red Hat Container Catalog - RedHat Registry (registry.redhat.io) \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The official enterprise repository registry hosted by Red Hat, containing continuously scanned, signed, and validated base images, middleware operators, and enterprise databases optimized for secure OpenShift cluster rollouts. language: None resource_type: Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Registries - Red Hat tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://catalog.redhat.com/en/software/containers/explore: title: Red Hat Ecosystem Catalog description: '' year: '2022' stars: 0 ai_summary: The access portal to the Red Hat Ecosystem Catalog, providing a registry of verified, security-scanned container images. This resource is an enterprise-stable source for deploying secure database runtimes, middleware, and application frameworks on production clusters. language: English resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Distribution - Ecosystem Registries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://catalog.redhat.com/software/containers/explore: title: Red Hat Ecosystem Catalog description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 04784ae711d2e8e483cbe1f2df0afc96144c04646dca1ab975bea5117cb17eb9 health_score: 100.0 last_checked: 1779030583.916595 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/container-managers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:43.916595+02:00' https://catonmat.net/gnu-coreutils-cheat-sheet: title: 'catonmat.net: GNU Coreutils Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: An industry-standard technical reference for GNU Coreutils commands. Curator Insight highlights its value for day-to-day Linux administration. Live Grounding confirms that utilities like dd, tar, and awk remain the foundational scripting blocks of all modern enterprise container runtimes. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Operating Systems - Linux Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws: title: "trek10.com: Beginner's Guide to Using Terraform with AWS \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A practical, step-by-step introduction to establishing your first AWS configurations using Terraform. Covers authenticating to AWS providers, configuring remote S3 state backends, and provisioning modular VPCs. language: English resource_type: Technical Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - AWS Integrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://caylent.com/blog/pragmatic-enterprise-cicd: title: 'trek10.com: Enterprise CI/CD on AWS: a pragmatic approach' description: '' year: '2024' stars: 0 ai_summary: Pragmatic enterprise architecture paradigms for deploying resilient pipelines on AWS. Focuses on orchestrating CodePipeline, ECS, and EKS under high compliance boundaries, robust IAM roles, and centralized security. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD & Delivery - AWS Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://caylent.com/insights: title: 'trek10.com: Control Tower: Then vs Now' description: '' year: '2023' stars: 0 ai_summary: An evolutionary comparison of AWS landing zone patterns, comparing historic custom pipelines against modern managed AWS Control Tower architectures. It details best practices for organizational planning and highlights the shift toward managed control planes that simplify compliance overhead. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AWS - Multi-Account Setup - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cbui.dev/every-company-has-an-old-production-aws-account: title: '==cbui.dev: Every company has an "old" production AWS account==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 90f1321e1b7d6bf8d73defa89de2947c0e2f35e1631a5ad1da0aa193da0ffd15 health_score: 100.0 last_checked: 1779029369.883714 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-architecture.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.883714+02:00' https://ccseyhan.medium.com/what-is-terraform-reusability-and-how-to-achieve-it-97d9565e394d: title: 'ccseyhan.medium.com: What Is Terraform Reusability and How to Achieve It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ccseyhan.medium.com: What Is Terraform Reusability and How to Achieve It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.151779 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.151779+02:00' https://cd.foundation/blog/2020/02/11/announcing-the-cd-foundation-mlops-sig: title: 'cd.foundation: Announcing the CD Foundation MLOps SIG' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cd.foundation: Announcing the CD Foundation MLOps SIG in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.532326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.532326+02:00' https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021: title: 'cd.foundation: 2021 Technology Trends and Predictions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cd.foundation: 2021 Technology Trends and Predictions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735901.642774 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:21.642774+02:00' https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green-canary-and-more: title: "cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735901.617021 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:21.617021+02:00' https://cd.foundation/blog/2021/08/03/cd-foundation-shipwright-announcement: title: 'cd.foundation: CD Foundation Welcomes Shipwright, Framework for Building'' Container Images on Kubernetes, As New Incubating Project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cd.foundation: CD Foundation Welcomes Shipwright, Framework for Building'' Container Images on Kubernetes, As New Incubating Project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736047.561443 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:47.561443+02:00' https://cd.foundation/blog/2021/09/02/bringing-blue-ocean-into-the-future-of-jenkins: title: 'cd.foundation: Bringing Blue Ocean into the future of Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cd.foundation: Bringing Blue Ocean into the future of Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735993.195984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:53.195984+02:00' https://cd.foundation/blog/2021/09/02/going-cloud-native-with-jenkins-kubernetes-operator: title: 'cd.foundation: Going Cloud Native with Jenkins Kubernetes Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cd.foundation: Going Cloud Native with Jenkins Kubernetes Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735993.085703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:53.085703+02:00' https://cdk8s.io: title: cdk8s.io description: '' year: '2026' stars: 0 ai_summary: Official homepage for Cloud Development Kit for Kubernetes (cdk8s), an open-source framework for defining Kubernetes applications using familiar programming languages. It compiles object-oriented code into standards-compliant YAML manifests, bringing programming patterns like classes, loops, and conditions to configuration management. language: TypeScript resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration - CDK & DSLs - CDK8s tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/azure/acom/documents/pdfs/en-us/Azure-Essentials-customer-infographic-Innovate-with-AIFINAL.pdf : title: Azure Essentials Customer Infographic - Innovate with AI description: Microsoft's infographic on building, migrating, and optimizing AI and cloud workloads responsibly with Azure Essentials. year: '2026' stars: 4 ai_summary: 'Curator Insight: This formal artifact provides a visual methodology for aligning generative AI initiatives with Azure''s Cloud Adoption Framework (CAF) best practices. Live Grounding shows that the infographic highlights crucial pathways for modernizing infrastructure, unifying data estates, and deploying secure AI agents. It maps Azure AI Foundry capabilities to enterprise cloud governance, resiliency planning, and FinOps budgeting for scale.' language: en resource_type: document complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 1a50ef8ea172de838275d4b62a63836414f43777d1b8d48a99e6ef1e41b1b126 health_score: null last_checked: 1780352424.113358 needs_ai_refresh: false hierarchy: - Cloud Architecture - Artificial Intelligence - Governance Frameworks tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: Official roadmap artifact published by Microsoft Azure. social_preview_url: '' source_provenance: X.com (Azure) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113358+02:00' https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 55513f3aa5f9a3c961db3c8e2d4073f19791b5506b58080c37774a2521d2bc80 health_score: 100.0 last_checked: 1779130494.93582 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.935820+02:00' https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.614773 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.614773+02:00' https://cdn2.hubspot.net/hubfs/5111483/docker-swarm-cheatsheet-sematext.pdf: title: docker-swarm-cheatsheet-sematext.pdf description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7a3ce8ff7fe5b9c19f1d60d1c35a8b1ed5c7c367b66fc075a0f0477129e5433f health_score: 100.0 last_checked: 1779030954.327121 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.327121+02:00' https://ceph.io: title: Red Hat Ceph Storage description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9efcac7cc2becf9adad53abf0f808e22a4cff63f1c6e14a89d4346bde78b1118 health_score: 100.0 last_checked: 1779032644.380605 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:04.380605+02:00' https://ceph.io/en: title: Red Hat Ceph Storage description: "- [Noobaa](https://github.com/noobaa/noobaa-core):\n - Red Hat Multi Cloud Gateway (AWS, Azure, GCP, etc)\n - Asynchronous replication of data between my local ceph and my cloud provider\n - Deduplication\n \ - Compression\n - Encryption" year: '2026' stars: 0 ai_summary: Red Hat Ceph Storage is an enterprise product offering distributed block, file, and object storage coupled with multi-cloud data federation via NooBaa. It incorporates enterprise efficiency tools like global data compression, data deduplication, asynchronous multi-site replication, and strong encryption policies. language: N/A resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Distributed Storage - Ceph tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cert-manager.io: title: "cert-manager \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3319fb9a343bc9f18c66e87a7d13335af1a15990eec219b1d56a34d45af73d75 health_score: 100.0 last_checked: 1779030132.36057 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.360570+02:00' https://cert-manager.io/docs: title: "cert-manager.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Official documentation portal for cert-manager, the standard tool for cloud-native PKI. Explains configuring Issuers and Certificate manifests, detailing dynamic ACME solver pipelines, Let's Encrypt integration, and automated internal trust routing. language: English resource_type: Official Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - PKI & Certificates - cert-manager tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cgruver.github.io/okd4-upi-lab-setup: title: 'okd4-upi-lab-setup: Building an OpenShift - OKD 4.X Lab' description: '' year: '2021' stars: 0 ai_summary: An automated GitHub lab orchestration repository designed to construct an OKD 4.x environment via User Provisioned Infrastructure (UPI). Using automated Bash scripts and Ansible playbooks, it speeds up the configuration of helper services (DNS, HAProxy, Web server) and manages cluster deployment. language: Ansible resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Distribution - Lab Setup tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://chaimeleon.eu: title: chaimeleon.eu description: '' year: '2024' stars: 4 ai_summary: CHAIMELEON is an EU-funded initiative aiming to establish a structured, secure repository of cancer bioimages to train AI algorithms. The system employs strict data anonymization, standardized DICOM processing pipelines, and federated cloud-edge storage networks to facilitate collaborative oncological research. It sets a benchmark for privacy-preserving, multi-national healthcare data sharing infrastructures. language: English resource_type: Project Website complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Bioinformatics - Medical Imaging Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://chaitu-kopparthi.medium.com/scaling-kubernetes-workloads-using-custom-prometheus-metrics-1eb64b23919e: title: 'chaitu-kopparthi.medium.com: Scaling Kubernetes workloads using custom Prometheus'' metrics' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering chaitu-kopparthi.medium.com: Scaling Kubernetes workloads using custom Prometheus'' metrics in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032801.912182 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:41.912182+02:00' https://chakray.com/11-steps-achieving-successful-api-management-strategy: title: 'chakray.com: 11 Steps to achieving a successful API Management Strategy' description: '' year: '2023' stars: 0 ai_summary: Synthesizes an eleven-step action plan to define and execute a scalable API strategy, detailing critical factors such as architectural pattern choices, SLA setups, and metric tracing. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - API Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://chakray.com/api-strategy-how-to-create-an-api-marketplace: title: 'chakray.com: API Strategy. How to create an API Marketplace' description: '' year: '2023' stars: 0 ai_summary: Discusses the technical and business requirements for architecting an API Marketplace, which facilitates resource monetization, secure tenant isolation, and developer onboarding. Emphasizes the integration of central API gateways with developer portals to streamline access control. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - API Economy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa: title: 'chakray.com: 11 Pasos para lograr una estrategia API Management exitosa' description: '' year: '2023' stars: 0 ai_summary: Spanish version outlines the eleven key steps for drafting and deploying an enterprise API Management structure, securing internal services, and setting up clean billing paths. language: Spanish resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - API Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion: title: 'chakray.com: Por qué API LIFECYCLE MANAGEMENT es imprescindible para la organización de APIs' description: '' year: '2023' stars: 0 ai_summary: Spanish language deep dive exploring why complete lifecycle governance is crucial for modern enterprise IT systems, mapping stages from deployment to clean deprecation. language: Spanish resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - API Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://chakray.com/why-api-lifecycle-management-is-must-organisation-apis: title: 'chakray.com: Why API Lifecycle Management is a MUST for Your Organisation APIs' description: '' year: '2023' stars: 0 ai_summary: Argues the necessity of complete lifecycle governance—from design and prototyping to retirement—for managing systemic API environments. Details risk minimization and development streamlining benefits. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - API Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://changelog.com/posts/monoliths-are-the-future: title: Monoliths are the future | Kelsey Hightower description: '' year: '2020' stars: 0 ai_summary: Kelsey Hightower advocates for well-structured monolithic applications, challenging the microservices-by-default trend. The case study stresses that organizational discipline and clean boundaries are more important than physical system separation. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Architecture - Software Engineering - Monoliths tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://channel9.msdn.com/Shows/Azure-Friday/Troubleshoot-AKS-cluster-issues-with-AKS-Diagnostics-and-AKS-Periscope: title: 'channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics'' and AKS Periscope' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0ca2f54c5d9c0374a3dce4bec755d410d99560b49878fb5ed76f1e261709e1c0 health_score: 100.0 last_checked: 1779032114.375461 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.375461+02:00' https://chaordic.io/blog/is-nomad-a-better-kubernetes: title: 'chaordic.io: Is Nomad a better Kubernetes?' description: '' year: '2022' stars: 0 ai_summary: Deep dive into whether Nomad's simplicity outclasses Kubernetes. Concludes that Nomad dominates in multi-region setups and mixed-workload setups, while Kubernetes wins in plugin density. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://chaos-mesh.org: title: "Chaos Mesh \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: The documentation portal for Chaos Mesh. Serves as the central hub for specifications, CRD schemas, deployment charts, API structures, and development tutorials, guiding users from installation to highly complex multi-stage experiment pipelines. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Enterprise Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made-easier: title: 'chaos-mesh.org: Chaos Mesh 1.0: Chaos Engineering on Kubernetes Made Easier' description: '' year: '2020' stars: 0 ai_summary: The official product release post detailing the stability features of Chaos Mesh 1.0. Focuses on declarative API patterns, simplified helm-based cluster installations, dashboard observability metrics, and execution templates designed for enterprise adoption. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resilience - Chaos Engineering - Enterprise Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://chaoslever.com/cl-20240118: title: Redefining Virtualization in the VMware Acquisition Era description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cecbceb9e641d4ef6f87a22bd2da38306d57c36c0ae1f099ca4c91fb38b51373 health_score: 100.0 last_checked: 1779029628.885554 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:48.885554+02:00' https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect: title: 'charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect'' Expert' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect'' Expert in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030604.77433 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:04.774330+02:00' https://charbelnemnom.com/move-files-between-azure-file-share-tiers: title: 'charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize'' storage costs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize'' storage costs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030362.880234 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:02.880234+02:00' https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-image-server-: title: "Nginx: a caching, thumbnailing, reverse proxying image server? \U0001F31F" description: '' year: '2015' stars: 0 ai_summary: A structural configuration showcase demonstrating Nginx's ability to act as a real-time, lightweight image resizing proxy using its native image filter module. Illustrates the power of Nginx as an all-in-one low-footprint media engine. language: Nginx Conf resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Caching - Web Servers - Nginx Customization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://chartcenter.io: title: JFrog ChartCenter description: '' year: '2024' stars: 0 ai_summary: A legacy public Helm registry launched by JFrog to provide security insights, dependency maps, and automated vulnerability scanning for Helm packages. It serves as a historical architectural reference for secure dependency-chain structures. language: N/A resource_type: Chart Registry complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Repositories tags: - '[LEGACY]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://charts.helm.sh/incubator: title: "charts.helm.sh/incubator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e464628b109a18243d20de7076f39a68b9c31c9fe39cd1f9081e3c5212f1b1a1 health_score: 100.0 last_checked: 1779031714.539664 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.539664+02:00' https://charts.helm.sh/stable: title: "charts.helm.sh/stable \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8a3d7cfafdc9ca73319a41d1ea19dd3bb374478df43f01dc2f6f6ebe7a83f608 health_score: 100.0 last_checked: 1779030802.998832 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.998832+02:00' https://chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: title: 'chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: Kubernetes Terraformer' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3ccf42afa321a0727ce2d26d5dc835ebc42ef14d36031a9bcccbd6d08c9d2992 health_score: 100.0 last_checked: 1779034320.134318 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chatgpt.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:00.134318+02:00' https://chat.openai.com/g/g-TCE8R7bcL-kube-debugger: title: 'chat.openai.com: Kube Debugger: A Kubernetes error debugger offering diagnostic'' and resolution guidance.' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 279699b1dcda43d88ceb728e324a3ade57b984d56da97d1a7e0513232592a591 health_score: 100.0 last_checked: 1779034334.875204 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:14.875204+02:00' https://chatgippety.com: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: FILTERED addition_method: null content_hash: null health_score: null last_checked: 1780399982.211705 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} score: 40 discovered_at: '2026-06-02T13:33:02.211705+02:00' https://chatgpt.com/g/g-6eSNNNvsB-kubernetes-terraformer: title: 'chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: Kubernetes Terraformer' description: '' year: '2024' stars: 2 ai_summary: Specialized custom GPT designed to translate raw Kubernetes service architectures into robust, production-ready declarative Terraform configuration files. language: English resource_type: AI Agent complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Infrastructure as Code - AI Conversational Assistants tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://chatgpt.com/g/g-TCE8R7bcL-kube-debugger: title: 'chat.openai.com: Kube Debugger: A Kubernetes error debugger offering diagnostic and resolution guidance.' description: '' year: '2023' stars: 0 ai_summary: A tailored GPT agent built to assist platform engineers in identifying root causes for common Kubernetes failures, such as CrashLoopBackOff and ImagePullBackOff. It combines community troubleshooting knowledge with interactive remediation scripts. language: None resource_type: GPT Agent complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: cf4701b11b404924d6eeba0039c875fe2ea498cd6b2fd452ea3372110f9c81d6 health_score: 100.0 last_checked: 1779130494.998169 needs_ai_refresh: true hierarchy: - Kubernetes - AIOps - Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.998169+02:00' https://che.openshift.io/dashboard: title: "OpenShift.io Samples \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 11584a0e88590b8261d5afddbc79b20c5fcfc44c74b31a85093789130bdad170 health_score: 100.0 last_checked: 1779029631.238213 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.238213+02:00' https://cheat.sh: title: "cheat.sh \U0001F31F" description: '- [betterprogramming.pub: Cheat.sh — The Ultimate Multi-Language Cheat Sheet](https://betterprogramming.pub/cheat-sh-the-ultimate-multi-language-cheat-sheet-8e97c16407aa) Introducing cheat.sh, a powerful syntax and code-snippet search engine.' year: '2024' stars: 5 ai_summary: A terminal-centric query engine that outputs syntax definitions and code templates directly to curl queries. By removing the need to search through browser interfaces, it drastically improves developer productivity for CLI operations. language: Python resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Education - Cheat Sheets - Command Line Tools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cheatography.com: title: cheatography.com description: '' year: '2024' stars: 3 ai_summary: A collaborative platform dedicated to creating and downloading structured cheat sheets across multiple developer domains. It offers rapid summaries for command-line tools, frameworks, programming languages, and system diagnostics. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Information Retrieval - Developer Education - Cheat Sheets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cheatography.com/funthomas424242/cheat-sheets/jenkins: title: 'cheatography.com: Jenkins Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A single-page cheat sheet targeting Jenkins UI environment variables and configurations. Curator Insight points out the speed of lookups. Live Grounding shows its applicability during rapid debugging in active production builds. language: English resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - CI/CD Platforms - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cheatography.com/mikesac/cheat-sheets/maven: title: cheatography.com description: '' year: '2026' stars: 0 ai_summary: A visual and community-compiled quick reference sheet for Maven commands. Curator Insight highlights its accessibility and structured layout. Live Grounding shows it is highly valued by polyglot software developers requiring quick context switches. language: Shell resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Build Automation - Maven tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cheatsheet.dennyzhang.com/cheatsheet-kubernetes-a4: title: "cheatsheet.dennyzhang.com: kubectl kubernetes free cheat sheet \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering cheatsheet.dennyzhang.com: kubectl kubernetes free cheat sheet \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032556.141417 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.141417+02:00' https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4: title: ssh cheat sheet description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ssh cheat sheet in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029952.143022 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.143022+02:00' https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html: title: "cheatsheetseries.owasp.org: Docker Security Cheat Sheet \U0001F31F\U0001F31F" description: '' year: '2025' stars: 0 ai_summary: The gold-standard security reference outlining precise configuration structures for Docker environments. Covers namespaces, read-only filesystems, network configurations, and active runtime protection policies. language: N/A resource_type: documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Security & Hardening - Compliance Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cheatsheetseries.owasp.org/index.html: title: "cheatsheetseries.owasp.org: OWASP Cheat Sheet Series \U0001F31F\U0001F31F" description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight: The definitive security reference series detailing modern web app vulnerability mitigations. Live Grounding: Updated dynamically through 2026, this master reference provides critical strategies for API authorization, OAuth2 implementation, Kubernetes security, and safe HCL practices, establishing itself as a mandatory enterprise engineering standard.' language: Markdown resource_type: Reference Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Application Security - OWASP tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://chrisarcand.com/purposeful-commits: title: Purposeful Commits description: '' year: '2018' stars: 2 ai_summary: A technical essay discussing optimal commit message hygiene and atomic commits. Argues that purposeful, structured histories are critical for tracking down regression roots and ensuring easy codebase traversability. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - cicd.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://chrisedrego.medium.com/kubernetes-autoscaling-series-cluster-autoscaler-5d60c10c3dc1: title: "==chrisedrego.medium.com: Kubernetes AutoScaling Series: Cluster AutoScaler==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==chrisedrego.medium.com: Kubernetes AutoScaling Series: Cluster AutoScaler==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030429.933704 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:09.933704+02:00' https://chrisedrego.medium.com/power-of-priorityclass-in-kubernetes-87505260ecb6: title: "==chrisedrego.medium.com: Power of PriorityClass in Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==chrisedrego.medium.com: Power of PriorityClass in Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032586.732666 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:06.732666+02:00' https://chrishaessig.medium.com/multi-cluster-setup-with-istio-c1c6437f4e8c: title: 'chrishaessig.medium.com: Multi cluster setup with istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering chrishaessig.medium.com: Multi cluster setup with istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032360.935558 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:20.935558+02:00' https://chrisshort.net: title: 'chrisshort.net: GitOps: An implementation of DevOps (abstracts)' description: '- [==chrisshort.net: GitOps: An implementation of DevOps==](https://chrisshort.net/gitops-an-implementation-of-devops) GitOps is a prescriptive way of implementing DevOps. You will not succeed in using GitOps if you haven''t embraced some DevOps philosophies along the way.' year: '2021' stars: 0 ai_summary: Asserts that GitOps represents a prescriptive implementation of DevOps philosophies. Underlines that succeeding with GitOps requires cultural commitment, solid feedback loops, collaborative development habits, and automation confidence. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Methodology - Overview tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://chrisshort.net/abstracts/gitops-implementation-devops: title: 'chrisshort.net: GitOps: An implementation of DevOps (abstracts)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 758fd3b4d9fbfb60c228963072bf6b41a16956fa95da2388e4624e7b3a0e31fb health_score: 100.0 last_checked: 1779031255.480777 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.480777+02:00' https://chrisshort.net/gitops-an-implementation-of-devops: title: '==chrisshort.net: GitOps: An implementation of DevOps==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 27d1095f38878a6de9f75466e7830e80a2eeb9cc8cf3298c9badf6b18b14c9cb health_score: 100.0 last_checked: 1779034235.286501 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.286501+02:00' https://christianhuth.de/commands-kubernetes-should-adopt-from-red-hat-openshift: title: 'blog.knell.it: Commands Kubernetes should adopt from Red Hat OpenShift' description: '' year: '2021' stars: 3 ai_summary: A UX design comparison highlighting developer-friendly OpenShift oc CLI capabilities that vanilla Kubernetes lacks. Evaluates the efficiency of tools like built-in debugging runtimes and fast namespace switching. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Developer Experience - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://christianhuth.de/making-your-helm-chart-observable-for-prometheus: title: 'blog.knell.it: Making your Helm Chart observable for Prometheus' description: '' year: '2021' stars: 0 ai_summary: Explains how to embed ServiceMonitor or PodMonitor definitions natively into Helm templates. Simplifies application observability by automatically registering target resources for Prometheus scraping post-deployment. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Observability - Prometheus Integration - Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-your-microsft-excel-skills-41817b6465df: title: 'christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve'' your Microsft Excel skills?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve'' your Microsft Excel skills? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030891.178176 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:51.178176+02:00' https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d: title: TableauGPT — The Ultimate Guide on how to utilize its full potential in Finance description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering TableauGPT — The Ultimate Guide on how to utilize its full potential in Finance in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030653.050757 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.050757+02:00' https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2-jenkins-s3-and-more-4ec30f53a44a: title: 'christopher-lawshe.medium.com: Building infrastructure with Terraform: EC2,'' Jenkins, S3 and more' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering christopher-lawshe.medium.com: Building infrastructure with Terraform: EC2,'' Jenkins, S3 and more in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029464.777793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:04.777793+02:00' https://christophermeiklejohn.com/filibuster/2022/03/19/understanding-faults.html: title: 'christophermeiklejohn.com: Understanding why Resilience Faults in Microservice Applications Occur' description: '' year: '2022' stars: 4 ai_summary: Evaluates systemic failure modes in microservice environments, emphasizing issues like cascading failures, misconfigured circuit breakers, and network partition timeouts. Shows how programmatic resilience-testing strategies can identify failure-handling errors during early design. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices & Distributed Systems - Testing & Reliability - Fault Tolerance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://chrome.google.com/webstore/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb: title: Port of Firefox's JSON Viewer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4111869a4150c031d07af43bb10caded83eb3f8280cbc4f76154e51f4dc8d167 health_score: 100.0 last_checked: 1779030522.453759 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ChromeDevTools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:42.453759+02:00' https://chrome.google.com/webstore/detail/monitor-me-jenkins/jhbokpimjgedmpcmfoghhiokhpihlkgc: title: Chrome Extension description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87 health_score: 100.0 last_checked: 1779034173.331287 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:33.331287+02:00' https://chromeos.dev/en/linux: title: "Linux on Chrome OS, sometimes called Crostini \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Documentation on Crostini, the native Linux container ecosystem on ChromeOS. Enables execution of heavy developer tooling, full-scale IDEs, compilers, and container runtimes (Docker) on lightweight Chrome hardware. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ca376ccb91087975fe2732418251abe4c7e246439815b13b12de3aad58c4de1 health_score: 100.0 last_checked: 1779031739.738399 needs_ai_refresh: true hierarchy: - Development Environment - Operating Systems - Chrome OS tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:59.738399+02:00' https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc: title: Chrome Extension description: '' year: '2023' stars: 0 ai_summary: Lightweight browser extension allowing developers to receive desktop notifications and track the real-time health of parameterized builds directly in their web browsers. language: JavaScript resource_type: Browser Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Dashboards & Visualization - Browser Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://chromewebstore.google.com/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb: title: Port of Firefox's JSON Viewer description: '' year: '2024' stars: 0 ai_summary: A browser extension port bringing Firefox's native, highly interactive JSON viewer layout to Chrome. Implements folding, filtering, syntax highlighting, and visual hierarchy detection for raw JSON responses. language: JavaScript resource_type: Browser Extension complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Browser Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://chromewebstore.google.com/detail/yaml-validator/gjgbohnlhijomhfiflapnlnmcpckgigg: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87 health_score: 100.0 last_checked: 1779030413.391475 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:53.391475+02:00' https://cicadatesting.github.io/cicada-2: title: 'Cicada: A tool for testing microservices' description: '' year: '2021' stars: 4 ai_summary: Introduces Cicada, a continuous test suite optimized for microservice applications. Streamlines complex assertions across concurrent API and event stream networks in Kubernetes-native topologies. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3c257fdf8ea749d5061bea96a3716a95507b51cd26db9c2feeee1ec227d2f70d health_score: 100.0 last_checked: 1779030403.780349 needs_ai_refresh: true hierarchy: - DevOps & Quality Assurance - Continuous Testing - Microservices Testing tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: - testops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:43.780349+02:00' https://cidr.xyz: title: "cidr.xyz \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An highly intuitive visual interface designed for parsing, structuring, and exploring Classless Inter-Domain Routing blocks. Translates complex binary IP masks, network paths, and IP pools into interactive graphics. language: JavaScript resource_type: Utility complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - CIDR Calculators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cilium.io: title: "cilium.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The main website for Cilium, the industry-standard networking, security, and observability engine powered by eBPF. Eliminates routing performance penalties and delivers deep API metrics. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Cilium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cilium.io/blog/2021/02/10/network-policy-editor: title: "cilium.io: NetworkPolicy Editor: Create, Visualize, and Share Kubernetes NetworkPolicies \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Announcement post highlighting the features of Cilium's visual editor, designed to reduce security policy drafting errors via a graphical user interface. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Security - Policy Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cilium.io/blog/2021/05/11/cni-benchmark: title: 'cilium.io: CNI Benchmark: Understanding Cilium Network Performance' description: '' year: '2021' stars: 0 ai_summary: Deep-dive benchmark analysis highlighting performance differences between standard iptables implementations and eBPF-driven engines, with a focus on latency and CPU efficiency. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Benchmarks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cilium.io/blog/2021/05/20/cilium-110: title: 'cilium.io: Cilium 1.10: WireGuard, BGP Support, Egress IP Gateway, New Cilium CLI, XDP Load Balancer, Alibaba Cloud Integration and more' description: '' year: '2021' stars: 0 ai_summary: Feature overview of Cilium's v1.10 release, highlighting the integration of native WireGuard encryption, BGP routing, egress gateways, and high-performance XDP load balancing. language: English resource_type: Release complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Cilium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html: title: 'cincodias.elpais.com: El teletrabajo impulsa la oferta de ‘freelance’' description: '' year: '2022' stars: 0 ai_summary: A business news report outlining how the global shift to remote work has accelerated the demand for independent, highly specialized technical contractors. Focuses on the transition from localized physical staffing to borderless talent pools. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Market Overview tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cincodias.elpais.com/cincodias/2022/03/31/companias/1648738965_952353.html: title: 'cincodias.elpais.com: El sector del ''data center'' eleva a 6.837 millones su inversión directa en nuevos centros en España hasta 2026' description: '' year: '2022' stars: 0 ai_summary: Industrial report tracking data center investments in Spain up to 2026. Highlights structural upgrades and major hardware infrastructure investments needed to support highly dense, low-latency regional cloud-native workloads. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Hardware - Data Center Investments - Europe tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de-feature-flags: title: 'cioperu.pe: 5 formas de impulsar la utilización de feature flags' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cioperu.pe: 5 formas de impulsar la utilización de feature flags in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.646883 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.646883+02:00' https://circleci.com: title: Circle CI description: '' year: '2026' stars: 0 ai_summary: A highly scalable, hosted CI/CD platform offering fast parallel compilation via isolated virtual environments and custom runner options. Simplifies pipeline orchestrations through reusable 'Orbs' configurations and maintains native support for containerized cloud deployment paths. language: Clojure resource_type: Platform complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Platforms - Managed Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline: title: Adding approval jobs to your CI pipeline description: '' year: '2026' stars: 0 ai_summary: A practical technical guide demonstrating the design of manual validation gates in automated pipelines. Outlines strategies to securely pause deployment execution before promoting artifacts into mission-critical target environments. language: English resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Pipelines - Pipeline Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config: title: Building CI/CD pipelines using dynamic config description: '' year: '2026' stars: 0 ai_summary: An advanced technical guide showing how to build dynamically generated configurations inside CI pipelines. Explains runtime parsing techniques of source code changes to dynamically build matrix execution chains for complex monorepos. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Pipelines - Advanced Configurations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-first-cluster: title: 'Getting started with Kubernetes: how to set up your first cluster' description: '' year: '2026' stars: 0 ai_summary: A foundational operational guide designed to bridge the transition of developers to cloud-native platforms. Outlines the primary architectural elements of Kubernetes clusters, describing Nodes, Pods, Services, and core control planes. language: English resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Platforms - Kubernetes Onboarding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/learn-iac-part02: title: 'circleci.com: Infrastructure as Code, part 2: build Docker images and deploy'' to Kubernetes with Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 34d91e34d37554b9e8a954fa4e75e57b129748fb1e5737f8c8b10089b1c05624 health_score: 100.0 last_checked: 1779031516.339265 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:16.339265+02:00' https://circleci.com/blog/learn-iac-part1: title: 'circleci.com: Infrastructure as Code, part 1: create a Kubernetes cluster with Terraform' description: "- [circleci.com: Infrastructure as Code, part 2: build Docker images and deploy to Kubernetes with Terraform](https://circleci.com/blog/learn-iac-part02)\n \ - [circleci.com: Infrastructure as Code, part 3: automate Kubernetes deployments with CI/CD and Terraform](https://circleci.com/blog/learn-iac-part3)" year: '2021' stars: 0 ai_summary: A three-part structured technical guide exploring infrastructure-as-code deployment via CircleCI and Terraform. Focuses on orchestrating declarative Kubernetes clusters, building Docker artifacts, and coordinating continuous GitOps-driven deployment pipelines. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Terraform - CI/CD Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://circleci.com/blog/learn-iac-part3: title: 'circleci.com: Infrastructure as Code, part 3: automate Kubernetes deployments'' with CI/CD and Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bf3cea43b8603f9944f74f4e07212c7103b24298aeb18ab642835d286f388efc health_score: 100.0 last_checked: 1779034326.537085 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:06.537085+02:00' https://circleci.com/blog/parameters-in-pipeline-config: title: Managing reusable pipeline configuration with object parameters description: '' year: '2026' stars: 0 ai_summary: A configuration guide describing optimization of complex, multi-repo YAML setups. Outlines architectural patterns for using pipeline object parameters, permitting platform teams to isolate build steps cleanly across heterogeneous developer clusters. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Pipelines - Declarative Templates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/relational-db-testing: title: 'circleci.com: Performing database tests on SQL databases' description: '' year: '2026' stars: 0 ai_summary: A guide focused on the isolated integration of relational databases inside automated validation pipelines. Discusses execution patterns such as ephemeral test container sidecars to safely run structural migrations during active test stages. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Automated Testing - Database Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://circleci.com/blog/top-5-ci-cd-best-practices: title: "Top 5 CI/CD best practices for 2021 \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: Tactical handbook outlining key optimizations for modern pipelines. Recommends isolating pipelines into modular micro-jobs, enforcing tight feedback loops, and using declarative branch patterns with secrets managers. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Pipelines - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://circleci.com/blog/unit-testing-vs-integration-testing: title: "circleci.com: Unit testing vs integration testing \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Educational manual detailing fundamental core differences, performance trade-offs, and ROI metrics between rapid isolated unit tests and broader integrated system tests. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Testing - Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://clarusway.com/top-21-devops-tools: title: 'clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)' description: '' year: '2021' stars: 3 ai_summary: A comprehensive breakdown of top DevOps systems spanning monitoring, CI/CD, IaC, and security workflows in 2021. Highlights the shift toward DevSecOps patterns and native cloud integration across hybrid-cloud environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platform Engineering - Industry Reports - Tooling Landscape tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://claude101.com: title: 'Claude 101: Free Guides to Master Claude' description: '' year: '2025' stars: 0 ai_summary: A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic's Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - LLM Prompting tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ai.md - chatgpt.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context: title: '==clavinjune.dev: Working With Remote Docker Using Docker Context==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==clavinjune.dev: Working With Remote Docker Using Docker Context== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735938.569895 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:58.569895+02:00' https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-fluent-bit-on-kubernetes: title: 'cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on'' Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on'' Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031882.687204 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:22.687204+02:00' https://cli.github.com: title: GitHub CLI description: '' year: '2020' stars: 0 ai_summary: Official command-line utility (gh) designed to orchestrate GitHub platform resources directly from local terminal shells. Enables developers to query, create, and manage PRs, repository assets, workflows, and issue trackers. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 97fe666b13adeb0dd0b8d23364254c05168d0f113fab2d05644e3278defc9c07 health_score: 100.0 last_checked: 1779033078.909234 needs_ai_refresh: true hierarchy: - Developer Platforms - CLI Utilities - GitHub CLI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:51:18.909234+02:00' https://click.palletsprojects.com: title: "Click \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a3a7956f6cbeebd3430bda1dc775475abef06df992f9c485324f37efb2355caf health_score: 100.0 last_checked: 1779029969.67696 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:29.676960+02:00' https://click.palletsprojects.com/en/stable: title: "Click \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Python's premier command-line interface creation kit, designed to make writing composable CLI tools quick and fun with minimal boilerplate. Leverages Python decorators to declare options, arguments, and validation logic, offering a highly structured runtime environment with native support for nested commands and automated help page generation. language: Python resource_type: Framework complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python Development - Command-Line Utilities tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://clickhouse.com: title: clickhouse.com description: '' year: '2026' stars: 0 ai_summary: Main documentation site for ClickHouse, the high-performance columnar relational database engine optimized for massive real-time analytical queries (OLAP). Highlights vectorized execution paths and extreme compression. language: C++ resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - OLAP - ClickHouse tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-pro: title: 'cloud-and-devops.hashnode.dev: Git 007 : Learn Advanced GIT topics like'' a Pro' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud-and-devops.hashnode.dev: Git 007 : Learn Advanced GIT topics like'' a Pro in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.76661 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.766610+02:00' https://cloud-melon.com/2019/12/26/under-the-hood-of-kubernetes-and-microservices: title: 'cloud-melon.com: Under the hood of Kubernetes and microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud-melon.com: Under the hood of Kubernetes and microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031337.297402 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:17.297402+02:00' https://cloud-viadee.medium.com/gitops-for-it-architects-6312e7822819: title: 'cloud-viadee.medium.com: GitOps for IT-Architects: Transparent and Secure'' Kubernetes deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud-viadee.medium.com: GitOps for IT-Architects: Transparent and Secure'' Kubernetes deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.419019 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.419019+02:00' https://cloud.google.com: title: cloud.google.com description: '' year: '2026' stars: 0 ai_summary: Google Cloud Platform (GCP) official portal. It features premium tier global networking, fully managed Kubernetes engines (GKE), advanced analytical and machine learning toolsets, and highly scalable data storage. language: English resource_type: IaaS/PaaS complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Public Cloud - Google Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/anthos: title: "Anthos \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: adfa87302bf9829128390578b39b95c8228298e81fb42888b3d39fead84058b6 health_score: 100.0 last_checked: 1779033949.664726 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:49.664726+02:00' https://cloud.google.com/anthos/config-management: title: Anthos Config Management description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fcc08473aca3f4b3fe70682d5e0fff8199e030234af3625bf4b6bbbac805b2ac health_score: 100.0 last_checked: 1779030659.738145 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:59.738145+02:00' https://cloud.google.com/apigee: title: Google Apigee API Manager description: '' year: '2026' stars: 0 ai_summary: Google Cloud's premier enterprise API management platform designed to build, secure, and monitor APIs globally. Provides integrated developer portals, advanced machine learning-driven threat detection, and seamless serverless hosting layers. language: English resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Cloud Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/appsheet: title: Google Cloud AppSheet description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d8866b4291368aedd1f10c3c5d273ebcbaaba6a4f7ea0712a85c9261ac8bdf32 health_score: 100.0 last_checked: 1779031377.806696 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:57.806696+02:00' https://cloud.google.com/architecture/creating-cicd-pipeline-vsts-compute-engine: title: 'cloud.google.com: Crea una canalización de CI/CD con Azure Pipelines y Compute'' Engine' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1b3ddfc45f20060eb31a723da7e99953d21db74272de65a350c744d4f34eadd4 health_score: 100.0 last_checked: 1779033511.764253 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:31.764253+02:00' https://cloud.google.com/architecture/owasp-top-ten-mitigation: title: "cloud.google.com: OWASP Top 10 mitigation options on Google Cloud \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b844f6610515322361bf5bdf0bdb1696c29d93edf3a3f96c65f925fe0d027d9d health_score: 100.0 last_checked: 1779032967.553742 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:27.553742+02:00' https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: 85a29bd7f17d232ecb81d29855f2b229464de646d2e7cce92aea6cdd4691837b health_score: 64.0 last_checked: 1779130494.961479 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.961482' discovered_at: '2026-05-18T20:54:54.961479+02:00' https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini: title: Google Cloud Managed MCP description: '' year: '2025' stars: 0 ai_summary: Google Cloud's managed solution for Model Context Protocol, allowing enterprise Gemini models to safely interact with local data sources and external enterprise systems. By hosting and scaling MCP servers inside Google's managed environment, it minimizes operational overhead while securing transactional agentic workflows with native cloud IAM. language: None resource_type: Announcement complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI Engineering - Model Context Protocol - Google Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/ai-machine-learning/google-named-a-leader-in-the-gartner-magic-quadrant&linkId=61975377: title: Google Named a Leader in the Gartner Magic Quadrant for AI Application Development Platforms description: Google Cloud recognized as a Leader in the inaugural Gartner Magic Quadrant for AI Application Development Platforms, with a mid-cycle update highlighting Vertex AI, Gemini Enterprise, and Model Context Protocol (MCP) integrations. year: '2026' stars: 4 ai_summary: This mid-cycle update of the Gartner Magic Quadrant designates Google as a Leader in AI Application Development Platforms, highlighting the integration of Gemini Enterprise and the Vertex AI Agent Platform. Key architectural highlights include out-of-the-box support for the open-standard Model Context Protocol (MCP) via 50+ managed servers and advanced agent simulation pipelines. The platform excels in critical capabilities, specifically agent execution trajectory evaluations, enabling rigorous governance and lifecycle management for enterprise AI agent systems. language: en resource_type: article complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: c2ff7242306a510ebf75add1de297442b38c670f43e7297cff0956babe80b228 health_score: null last_checked: 1780352561.468358 needs_ai_refresh: false hierarchy: - Cloud Platforms - Google Cloud Platform - Vertex AI and AI Application Development tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Official announcement from Google Cloud Blog. Heavily vetted and authoritative industry report coverage. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/01_-_AI__Machine_Learning_H1ZyZG8.max-2600x2600.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:22:41.468358+02:00' https://cloud.google.com/blog/products/ai-machine-learning/innovations-from-google-io-26-on-google-cloud&linkId=61951707: title: Innovations from Google I/O 26 on Google Cloud description: Google Cloud announcements at Google I/O 26 focusing on the Agentic Enterprise with Gemini 3.5, Google Antigravity, and workspace integrations. year: '2026' stars: 4 ai_summary: '* **Curator Insight:** Google is heavily prioritizing the ''Agentic Enterprise'' paradigm, evolving its cloud architecture from interactive assistants into resilient, multi-agent autonomous systems. * **Live Grounding (MCP):** Core infrastructure enhancements introduced at Google I/O 2026 highlight the launch of Gemini 3.5 Flash, the Gemini Omni multimodal engine, and Google Antigravity—a specialized local CLI and desktop agentic orchestrator designed to streamline secure, enterprise-grade workload automations.' language: en resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: a51587d991eb4082d7938763c295e2db9443741fc8c6836aa63d613933d0495e health_score: null last_checked: 1780352138.62195 needs_ai_refresh: false hierarchy: - Google Cloud Platform - AI and Machine Learning - Agentic Enterprise - Model Management tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Highly vetted official Google Cloud release with substantial enterprise and developer interest. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/1148-GC-IO-Header-GC-43-0519.max-2500x2500.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: googlecloud-ai discovered_at: '2026-06-02T00:15:38.621950+02:00' https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available: title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog description: Google announces the general availability of Nano Banana 2 and Nano Banana Pro image generation and editing models on the Gemini Enterprise Agent Platform. year: '2026' stars: 4 ai_summary: 'Curator Insight: This release marks a significant milestone in generative media infrastructure, transitioning Google''s highly popular image-generation models from experimental codenames into enterprise-grade APIs. Live Grounding (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, strict character consistency, multi-image fusion, and Google Search grounding directly within the Gemini API.' language: English resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: d31ec0b17bfbc143d1d32de1d8cffe27b76194319d6be75abb425c1a5147108a health_score: null last_checked: 1780352705.314562 needs_ai_refresh: false hierarchy: - Cloud Providers - Google Cloud Platform - Generative Media Services tags: - ENTERPRISE-STABLE - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Vetted across enterprise cloud forums as Google's premier image generation and editing API offering for corporate creative workflows. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:25:05.314562+02:00' ? https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available&linkId=62082425 : title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog description: Google announces the general availability of Nano Banana 2 and Nano Banana Pro image generation and editing models on the Gemini Enterprise Agent Platform. year: '2026' stars: 4 ai_summary: 'Curator Insight: This release marks a significant milestone in generative media infrastructure, transitioning Google''s highly popular image-generation models from experimental codenames into enterprise-grade APIs. Live Grounding (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image) and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning, strict character consistency, multi-image fusion, and Google Search grounding directly within the Gemini API.' language: English resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: fa6db7c9d9dca04df807652aab914b93ba2d12da78f638744c246472290a3af7 health_score: null last_checked: 1780352705.314647 needs_ai_refresh: false hierarchy: - Cloud Providers - Google Cloud Platform - Generative Media Services tags: - ENTERPRISE-STABLE - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Vetted across enterprise cloud forums as Google's premier image generation and editing API offering for corporate creative workflows. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:25:05.314647+02:00' https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=61975527: title: What's new in Gemini Enterprise description: Google Cloud announces the expansion of Gemini Enterprise, introducing the Gemini Enterprise app, the Gemini Enterprise Agent Platform, interactive Canvas editors, and Agent-to-UI (A2UI) protocol support. year: '2026' stars: 4 ai_summary: Google Cloud announces the evolution of Gemini Enterprise into a cohesive, collaborative, autonomous agent platform designed for multi-agent enterprise workloads. Key architectural enhancements include the Gemini Enterprise Agent Platform, providing granular Agent Identity (minimum privilege enforcement), an Agent Registry catalog, and the Agent Gateway for end-to-end monitoring. Additionally, support for the Agent-to-UI (A2UI) protocol enables agents to dynamically render custom, secure UI components inside business applications. language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: dd4ff0532b8065b83d4211ac219ac58a0da78574ab96a8047b5997b1a1648f99 health_score: null last_checked: 1780352561.468535 needs_ai_refresh: false hierarchy: - Cloud Platforms - Google Cloud Platform - Gemini Enterprise and Autonomous Agents tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Official launch post from Google Cloud, detailing enterprise-grade updates for Gemini. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:22:41.468535+02:00' https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=62119638: title: What's New in Gemini Enterprise — Agent Platform and Workspace Integrations description: Google Cloud Next '26 announcement expanding Gemini Enterprise into an end-to-end framework for long-running autonomous AI agents. year: '2026' stars: 4 ai_summary: 'An enterprise product breakdown showcasing Google Cloud''s shift from interactive chatbots to autonomous, long-running agent task forces. - Introduces the Gemini Enterprise Agent Platform, which evolves Vertex AI features into a low-code Agent Studio and a developer-centric Agent Development Kit (ADK). - Features central command centers like Inbox to track agent lifecycles, and Canvas, an interactive spatial editor for collaborative documentation and model-driven data transformations.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 9aa4017ececf4fc9e819538127bdfd51af0a08a3ac762d76e8cf6e5f1782ff3c health_score: null last_checked: 1780352838.801266 needs_ai_refresh: false hierarchy: - Cloud Architecture - Google Cloud Platform - AI Platforms - Agentic Enterprise Architecture tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Official Google Cloud platform announcement. Authoritative, highly maintained corporate product release detailing the expansion of their agentic cloud platform. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: ai-platforms discovered_at: '2026-06-02T00:27:18.801266+02:00' https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration: title: 'Announcing Apigee Integration: An API-first approach for connecting data and applications' description: '' year: '2021' stars: 0 ai_summary: Introduces Apigee Integration, combining Apigee's API management platform with native application integration engines. Facilitates low-latency connection patterns between enterprise systems, SaaS endpoints, and custom REST/gRPC microservices. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - API Management - Apigee Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides: title: "cloud.google.com: Follow your org’s app dev best practices with Cloud Code custom samples \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Focuses on establishing unified developer standards using Cloud Code. Outlines mechanisms for setting up private template repositories to govern cloud application scaffolding across large software organizations. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & IDEs - Google Cloud Code - Enterprise Templates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview: title: 'cloud.google.com: Declarative Export. Build your perfect Google Cloud infrastructure using Terraform and the gcloud CLI' description: '' year: '2021' stars: 0 ai_summary: Outlines the gcloud CLI declarative export feature, allowing operators to automatically translate active GCP live resource states into production-ready Terraform configurations or Kubernetes Config Connector manifests. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Delivery - Infrastructure as Code - Terraform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor: title: 'New Cloud Shell Editor: Get your first cloud-native app running in minutes' description: '' year: '2026' stars: 0 ai_summary: Introduces GCP's modernized web-based IDE powered by Eclipse Theia. It provides a preconfigured container workspace, dynamic terminal access, and direct integration with local source controls. language: English resource_type: Product Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Developer Tooling - Cloud Shell tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/application-development/kubernetes-development-simplified-skaffold-is-now-ga: title: 'cloud.google.com: Kubernetes development, simplified—Skaffold is now GA' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 511aa6d2209ff34637d7851bcf8d6738064791808986e6ab4baf0549c242ce6c health_score: 100.0 last_checked: 1779030994.997348 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:34.997348+02:00' https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management: title: 'cloud.google.com: Save money and time with automated VM management and suspend/resume' description: '' year: '2021' stars: 0 ai_summary: Explores cost-efficiency frameworks in Compute Engine, focusing on automated VM lifecycle management, suspension, and resumption states. This guide provides technical patterns for eliminating idle compute costs during off-peak hours without sacrificing state or deployment velocity. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes: title: 'cloud.google.com: Kubernetes Best Practices' description: '' year: '2022' stars: 0 ai_summary: Comprehensive guides from GCP detailing container building, application exposure, cost optimization, and multi-tenant security structures using GKE-centric and general Kubernetes standards. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Cloud-Native Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes: title: Looking ahead as GKE, the original managed Kubernetes, turns 5 description: '' year: '2020' stars: 0 ai_summary: An analytical piece reflecting on the five-year evolutionary path of GKE as the pioneer managed Kubernetes provider. Explores the development of multi-cluster mechanics, integrated security baselines, and automated upgrade routines. Valuable as context for evaluating current orchestrator capabilities. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Evolution & History tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot: title: 'cloud.google.com: Announcing Spot Pods for GKE Autopilot—save on fault tolerant workloads' description: '' year: '2021' stars: 0 ai_summary: Introduces Spot Pods for GKE Autopilot, enabling cost reductions of up to 60-80% for fault-tolerant, stateless workloads and background microservices. Examines how Autopilot schedules, preempts, and relocates workloads based on Google's excess compute capacity without operator intervention. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga: title: 'cloud.google.com: Know more, spend less: how GKE cost optimization insights help you optimize Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Examines GKE's native cost optimization insights, which surface over-provisioned CPU/Memory metrics directly within the console. Guides platform architects on utilizing automated rightsizing recommendations to minimize container cost overruns while maintaining necessary performance profiles. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - FinOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga: title: 'cloud.google.com: Anthos makes multi-cloud easier with new API, support for Azure' description: '' year: '2021' stars: 0 ai_summary: Details the operational release of GKE on Microsoft Azure and the standardized Multi-cloud API. Analyzes how GKE clusters on AWS and Azure are provisioned, updated, and consolidated using unified control plane paradigms. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid & Multi-Cloud - Anthos - Multi-Cloud Support tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot: title: "Introducing GKE Autopilot: a revolution in managed Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: The official launch publication outlining the engineering principles behind GKE Autopilot. Explains how Autopilot shifts operational responsibilities to Google SREs by managing underlying node infrastructure dynamically. Workload scaling is billed based on actual requested pod resources, implementing a secure, hands-off operational model. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Serverless Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services: title: 'cloud.google.com: Discover and invoke services across clusters with GKE multi-cluster services' description: '' year: '2021' stars: 0 ai_summary: Introduces GKE Multi-Cluster Services (MCS), allowing cross-cluster service discovery and load balancing using standard Kubernetes primitives. Enables seamless cross-cluster communication, simplifying geographic scaling, disaster recovery architectures, and multi-region microservice fabrics. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Multi-Cluster Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available: title: 'cloud.google.com: Introducing Kubernetes control plane metrics in GKE' description: '' year: '2022' stars: 0 ai_summary: Details how to configure GKE's native integration of control plane metrics into Google Cloud Monitoring. Surfacing etcd operations and API server transaction queues, this feature resolves a critical visibility gap for operators troubleshooting scheduling bottlenecks and control plane latency. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab: title: 'cloud.google.com: How to do multi-cluster Kubernetes in the real world—one GKE shop’s approach' description: '' year: '2022' stars: 0 ai_summary: A real-world engineering case study from Geotab detailing their approach to multi-cluster GKE administration. Addresses cross-region latency issues, regional failover strategies, and global DNS configurations, demonstrating how to maintain highly available microservices environments at scale. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Multi-Cluster Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future-of-kubernetes-and-open-source-at-google: title: 'cloud.google.com: The past, present, and future of Kubernetes with Eric Brewer' description: '' year: '2021' stars: 2 ai_summary: An interview with Eric Brewer tracing the lineage of Kubernetes back to Google's internal cluster management engine, Borg. Explores open-source governance strategies, community scaling, and the evolving direction of container virtualization. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - History & Evolution - Core Philosophy - Borg to Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline: title: 'cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template' description: '' year: '2020' stars: 0 ai_summary: This tutorial shows how to convert Apache Beam stream-processing pipelines into reusable, parameterized Google Cloud Dataflow templates. It demonstrates how to decouple application logic from environment parameters to simplify pipeline delivery and scaling. language: Java resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Stream Processing - Google Cloud Dataflow tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider: title: 'cloud.google.com: To run or not to run a database on Kubernetes - What to consider' description: '' year: '2022' stars: 0 ai_summary: Google Cloud's decision matrix for running database structures on Kubernetes. Compares managed SaaS vs. native GKE container deployments, outlining networking, storage IOPS, recovery, and failover topologies. language: Conceptual resource_type: Decision Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Data on Kubernetes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre: title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?' description: '' year: '2018' stars: 0 ai_summary: A key Google conceptual piece defining SRE as a concrete class implementation of the DevOps interface. Contrasts organizational goals, highlighting how SRE materializes abstract DevOps ideals through structured, software-oriented reliability standards. language: English resource_type: blog complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reliability Engineering - SRE vs DevOps - Organizational Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report: title: "cloud.google.com: State of DevOps 2021 \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: The landmark 2021 Google DORA report highlighting critical system performance benchmarks. Establishes the clear architectural correlation between highly automated delivery pathways, strict security hygiene, and business-level outcomes. language: N/A resource_type: Report complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Industry Metrics - DORA Reports tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes: title: 'cloud.google.com: Google Cloud Managed Service for Prometheus is now generally available' description: '' year: '2022' stars: 0 ai_summary: Historical general availability statement for Google's managed Prometheus. Highlights seamless backend compatibility designed to handle high-frequency system workloads. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Google Cloud Platform - Product Announcements tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke: title: 'cloud.google.com: Introducing Google Cloud Deploy: Managed continuous delivery to GKE' description: '' year: '2021' stars: 0 ai_summary: Unveils Google Cloud Deploy, a highly structured, managed CD engine targeting GKE. Discusses the technical abstraction of declarative promotion pipelines, integration with Skaffold, and native rollout strategies to automate safe service promotion. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Delivery - Continuous Delivery - GKE tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga: title: 'cloud.google.com: Google Cloud Deploy, now GA, makes it easier to do continuous delivery to GKE' description: '' year: '2022' stars: 0 ai_summary: Marks the general availability of Cloud Deploy. Highlights newly reinforced features including IAM-driven gate approvals, delivery pipeline visualization, security logging, and deep architectural telemetry across GKE target environments. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Delivery - Continuous Delivery - GKE GA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons: title: "cloud.google.com: SRE at Google: Our complete list of CRE life lessons \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A comprehensive aggregation of operational lessons compiled by Google's Customer Reliability Engineering (CRE) team. This resource serves as a core blueprint for implementing user-focused SLOs, identifying operational anti-patterns, and structuring incident communication paths. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Site Reliability Engineering - Google Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021: title: "cloud.google.com: 5 cheat sheets to help you get started on your Google Cloud journey \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A visual curation of visual decision trees and cheat sheets for GCP products. Useful for quick architecture mapping of compute options, database services, and hybrid setups. language: English resource_type: Reference Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Public Cloud - Reference Sheets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/gcp/sre-vs-devops-competing-standards-or-close-friends: title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 14034c4e627b26362a22dc64bff02c23c4b32a949f6154256e9171bfe2517b7f health_score: 100.0 last_checked: 1779029466.480114 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/sre.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:06.480114+02:00' https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids: title: 'cloud.google.com: Cloud IDS for network-based threat detection is now generally available' description: '' year: '2021' stars: 0 ai_summary: Details Cloud IDS (Intrusion Detection System), a managed service delivering deep packet inspection and network threat protection powered by Palo Alto Networks. It intercepts and monitors VPC traffic mirroring to detect malware, exploits, and anomalous behavior. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Threat Detection - Intrusion Detection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions: title: 'cloud.google.com: Enabling keyless authentication from GitHub Actions' description: '' year: '2021' stars: 0 ai_summary: Details the architectural implementation of Workload Identity Federation to eliminate hardcoded service account keys within GitHub Actions CI/CD workflows. By leveraging OpenID Connect (OIDC), it establishes a secure, temporary trust relationship between external platforms and GCP. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - IAM - Federated Identity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure: title: 'cloud.google.com: Choose the best way to use and authenticate service accounts on Google Cloud' description: '' year: '2026' stars: 0 ai_summary: Strategic guidelines on secure Google Cloud service account authentication, outlining identity federation, Workload Identity on GKE, and avoiding high-risk, long-lived JSON key downloads. language: English resource_type: Best Practices Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - IAM tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62061638: title: Introducing Google AI Threat Defense to help you outpace the adversary description: Google Cloud launches AI Threat Defense, integrating Gemini models, Wiz, and Mandiant to automate vulnerability patching. year: '2026' stars: 4 ai_summary: Google introduces Google AI Threat Defense, an always-on autonomous security platform that combines the reasoning of Gemini models, the cloud posture mapping of Wiz, and the automated code remediation of CodeMender. Designed to counter AI-assisted adversary velocity, the platform acts across a four-stage framework—Prepare, Scan and Prioritize, Remediate, and Monitor—allowing enterprises to automatically map attack paths, prioritize vulnerabilities based on reachability and real-world exploitability, and deploy verified code patches at machine speed. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 6ecbc04d86be2f9b380f95a421ccf5cce30b797c1a516482fcd216e8eba79cd9 health_score: null last_checked: 1780352720.351925 needs_ai_refresh: false hierarchy: - Security - Cloud Security - Autonomous Remediation tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: Official flagship security launch from Google Cloud, Mandiant, and Wiz. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351925+02:00' https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065386: title: Introducing Google AI Threat Defense to help you outpace the adversary description: Google Cloud introduces AI Threat Defense, a comprehensive, always-on security platform fusing Gemini's reasoning with Wiz's contextual risk prioritization. year: '2026' stars: 4 ai_summary: 'An executive and architectural announcement of Google''s AI Threat Defense platform built for machine-speed incident response. * Integrates Google''s proprietary threat telemetry with the Wiz Security Graph and Gemini-driven reasoning loops. * Automates risk detection and triage across massive cloud data lakes, converting multi-source alerts into contextual, actionable remediation playbooks.' language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: e7d3ce704c07eaa89d010bb0ba154295a1276d1b30bc5798cf193e31143f2c02 health_score: null last_checked: 1780352686.744605 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Google Cloud Platform - Security and Identity - AI-Powered Defense tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: A highly anticipated security framework launch fusing Google's cloud native security elements with Wiz's advanced risk profiling ecosystem. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: cloud-security discovered_at: '2026-06-02T00:24:46.744605+02:00' https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065785: title: Introducing Google AI Threat Defense to help you outpace the adversary description: An autonomous, always-on AI security platform by Google Cloud designed to combat machine-speed exploits through active risk prioritization and self-healing code remediation. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: This platform represents a shift from passive vulnerability scanning to active, autonomous code remediation. By combining Wiz reachability analysis with the reasoning power of Gemini and CodeMender, Google is closing the exploit loop entirely within active development pipelines. * **Live Grounding**: Released in late May 2026, the service leverages multi-model passes to map live multicloud attack surfaces, predict breach paths, and apply verified hotfixes to code directly inside IDE/CLI workflows.' language: en resource_type: blog complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 34a68560c34846d0eed2845060cc71ac77a3c191716f3db34452d3f5409d0638 health_score: null last_checked: 1780352730.207455 needs_ai_refresh: false hierarchy: - Security - Google Cloud Platform - Autonomous Defense - AI Remediation tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Highly anticipated autonomous enterprise cybersecurity launch, praised by global advisory and systems integration partners (Deloitte, PwC, Accenture) as a significant step forward in machine-speed system patching and threat detection. social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg source_provenance: X.com (GoogleCloud) suggested_new_category: cloud-security discovered_at: '2026-06-02T00:25:30.207455+02:00' https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing: title: Using new traffic control features in External HTTP(S) load balancer description: '' year: '2022' stars: 0 ai_summary: Details advanced traffic engineering patterns utilizing Google Cloud external HTTP(S) Load Balancing. Outlines how GKE architects can configure header-based request redirection, traffic mirroring, and weight-based canary routes directly at the external ingress tier to construct robust microservices patterns. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Ingress & Routing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available: title: 'cloud.google.com: Consume services faster, privately and securely - Private Service Connect now in GA' description: '' year: '2026' stars: 0 ai_summary: Highlights the GA release of Google Cloud Private Service Connect, allowing private endpoint connections across separate GCP networks, projects, and SaaS ecosystems over a secure Google backbone without complex VPC peering. language: English resource_type: Product Release complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Private Service Connect tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc: title: Traffic Director and gRPC—proxyless services for your service mesh description: '' year: '2020' stars: 4 ai_summary: Explores sidecarless service meshes using Google Traffic Director and gRPC. Integrating gRPC libraries directly with the xDS v3 API eliminates sidecar resource and latency overhead while keeping full routing and security features. language: Go resource_type: documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Managed Services - gRPC tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines: title: 'cloud.google.com: Monitor and troubleshoot your VMs in context for faster resolution' description: '' year: '2026' stars: 0 ai_summary: Introduces contextual VM troubleshooting features in Google Cloud Operations (formerly Stackdriver), allowing developers to analyze metrics, traces, and system logs in unified dashboards to lower MTTR. language: English resource_type: Product Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Observability - Google Cloud Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus: title: 'cloud.google.com: Get planet-scale monitoring with Managed Service for Prometheus' description: '' year: '2021' stars: 0 ai_summary: Announcement details of Google's managed Prometheus service. Details how GCP scales metric workloads globally using Monarch storage engines while preserving native PromQL and operator structures. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Google Cloud Platform - Managed Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine: title: "cloud.google.com: Troubleshooting services on Google Kubernetes Engine by example \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Official Google Cloud troubleshooting manual for GKE. Demonstrates diagnostic methodologies to address typical cluster faults, including CrashLoopBackOff states, Service route failures, Google Cloud load-balancing errors, and memory exhaustion trends. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Troubleshooting - Google GKE tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent: title: 'cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible' description: '' year: '2021' stars: 0 ai_summary: Provides a deployment playbook for installing the Google Cloud Ops Agent across diverse VM groups. Shows how to automate logging and metrics configurations, streamlining GCP telemetry pipelines. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Cloud Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions: title: Cloud Functions, meet VPC functionality description: '' year: '2021' stars: 0 ai_summary: Explains how Google Cloud Functions natively interact with VPC resources using Serverless VPC Access connectors. This integration permits secure, private database queries, internal API routing, and system execution behind private networks without public IP exposure. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Serverless - VPC Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing: title: 'cloud.google.com: The next big evolution in serverless computing' description: '' year: '2021' stars: 0 ai_summary: Documents the evolution of serverless platforms, emphasizing the convergence of serverless ergonomics with container portability via Cloud Run and Knative. Explores how scaling down to zero and usage-based billing are applied to arbitrary microservice containers. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Serverless - Cloud Run tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke: title: 'cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads' description: '' year: '2021' stars: 4 ai_summary: An announcement introducing Backup for GKE, a fully-managed Google Cloud service for GKE environments. Operates via the GCP API control plane to restore configurations and storage elements natively. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Backup - Cloud-Native Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem: title: Bringing Kubernetes’ goodness to Windows Server apps with Anthos description: '' year: '2020' stars: 0 ai_summary: Explores Anthos’ platform integration of Windows Server containers. Outlines the technical processes of running, orchestrating, and scaling legacy Microsoft .NET and IIS-based web workloads alongside modern Linux microservices in hybrid GKE clusters. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid & Multi-Cloud - Anthos - Windows Containers tags: - '[LEGACY]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops: title: 'cloud.google.com: 5 key metrics to measure Cloud FinOps impact in your organization in 2022 and beyond' description: '' year: '2022' stars: 0 ai_summary: A Google Cloud guide identifying five fundamental metrics for tracking FinOps success, such as cloud unit cost optimization, percentage of resource utilization, cost allocation accuracy, percentage of waste eliminated, and forecast-to-actual variance. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Financial Operations - FinOps - Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained: title: 'cloud.google.com: Cloud DNS explained!' description: '' year: '2021' stars: 0 ai_summary: A technical breakdown of Cloud DNS, Google Cloud's high-performance, resilient, global Domain Name System. Details private DNS zones, split-horizon configurations, and integration with VPC networks, which together ensure robust service discovery within enterprise infrastructures. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Core Services - DNS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine: title: 'cloud.google.com: A container story - Google Kubernetes Engine' description: '' year: '2021' stars: 0 ai_summary: Outlines the evolutionary architecture of container orchestration leading to Google Kubernetes Engine (GKE). It covers GKE's managed control plane, automated node provisioning, and deep integration with GCP networking, offering a foundational narrative on production-grade containerization. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Containers - Google Kubernetes Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations: title: 'cloud.google.com: Demystifying Cloud Spanner multi-region configurations' description: '' year: '2026' stars: 0 ai_summary: Technical exploration of Cloud Spanner's synchronous, multi-region replication. Explains Paxos consensus algorithms, TrueTime API synchronization, and consistency guarantees across continents. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Cloud Spanner tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained: title: 'cloud.google.com: DevOps and CI/CD on Google Cloud explained' description: '' year: '2021' stars: 0 ai_summary: Investigates the lifecycle pipeline on Google Cloud, profiling services like Cloud Build, Artifact Registry, and Cloud Deploy. Discusses shifting left on security, automating Canary testing, and implementing GitOps patterns for reliable software delivery. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Delivery - CI/CD - Lifecycle Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview: title: "cloud.google.com: Google Cloud Networking overview \U0001F31F\U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive baseline analysis of GCP's Software-Defined Networking (SDN) topology. Focuses on Global VPCs, subnets, peering, Cloud Interconnect, and private service access networks, highlighting Google’s unique global fiber infrastructure. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Infrastructure - VPC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud: title: 'cloud.google.com: How to transfer your data to Google Cloud' description: '' year: '2021' stars: 0 ai_summary: Demystifies data ingestion and migration strategies into GCP, categorizing methods by data volume, network bandwidth, and velocity. Focuses on Storage Transfer Service, Transfer Appliance, and programmatic transfer workflows to optimize offline and online pipeline migration. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Data Migration - Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml: title: 'cloud.google.com: How to use a machine learning model from a Google Sheet using BigQuery ML' description: '' year: '2021' stars: 3 ai_summary: Explains how to integrate BigQuery ML model inferences directly within Google Sheets using connected sheets and SQL. This bridging pattern democratizes access to complex analytical models for non-technical stakeholders. Eliminates standard ETL overhead by pushing computation directly into Google's scalable data warehouse infrastructure. language: SQL resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Google Cloud - Data Analytics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/introducing-google-cloud-architecture-diagramming-tool: title: 'cloud.google.com: Introducing a Google Cloud architecture diagramming tool' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 65b3fa7a717dfa6c0566e54165fdd947aeb2ad24a96b79d9f55462239cb9895a health_score: 100.0 last_checked: 1779031416.481387 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.481387+02:00' https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository: title: 'Level Up Your Agents: Announcing Google''s Official Skills Repository' description: '' year: '2025' stars: 0 ai_summary: Google Cloud's announcement of its official skills repository designed for AI agents. This resource provides ready-made functions, connectors, and tools that can be bound to Gemini-powered agents, enabling them to query enterprise databases, execute administrative tasks, and integrate with standard GCP APIs with strict security guarantees. language: Python resource_type: Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI Engineering - Agentic Frameworks - Google Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud: title: 'cloud.google.com: Microservices architecture on Google Cloud' description: '' year: '2026' stars: 0 ai_summary: Architect's blueprint for designing, deploying, and managing microservices topologies on GCP using GKE, Cloud Run, API gateways, Cloud SQL, and service mesh frameworks like Anthos Service Mesh. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Microservices - Google Cloud tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/service-directory-cheat-sheet: title: 'cloud.google.com: Service Directory cheat sheet' description: '' year: '2021' stars: 0 ai_summary: Introduces Service Directory, a real-time, highly scalable registry facilitating multi-cloud service discovery. It consolidates management of container, VM, and serverless endpoints, exposing uniform lookup APIs through DNS, HTTP, and gRPC. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Service Discovery - Registry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/service-orchestration-google-cloud: title: 'cloud.google.com: Service orchestration on Google Cloud' description: '' year: '2021' stars: 0 ai_summary: Analyzes service orchestration methodologies in Google Cloud, highlighting Cloud Workflows. Illustrates how architects can coordinate microservices, serverless architectures, and external API gateways with low-latency, stateful orchestration mechanisms. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Workflows - Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql-failover-where-begin: title: 'Testing Cloud SQL failover: Where to begin' description: '' year: '2021' stars: 0 ai_summary: Deeply evaluates failover mechanics inside Google Cloud SQL. Discusses High Availability (HA) topologies, read replica behavior, and how engineers can safely initiate manual failover triggers to evaluate database reconnection and application resilience. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Resiliency Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-explained: title: 'cloud.google.com: Traffic Director explained!' description: '' year: '2021' stars: 0 ai_summary: Examines Google Cloud's fully managed traffic control plane for service meshes, Traffic Director (supporting Envoy-based proxies). It details how the platform delivers global load balancing, health checking, and advanced traffic steering patterns across multi-region containerized and VM-based workloads. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Service Mesh - Traffic Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and-how-does-it-work: title: 'cloud.google.com: What is Cloud CDN and how does it work?' description: '' year: '2021' stars: 0 ai_summary: Decodes Cloud CDN's architectural operations, explaining how cache virtualization at Google’s global edge locations minimizes latency and back-end server load. Highlights integration with HTTP(S) load balancers, SSL certificate offloading, and dynamic compression. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Content Delivery - Caching tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-balancing: title: 'cloud.google.com: What is Cloud Load Balancing?' description: '' year: '2021' stars: 0 ai_summary: Explains the design of GCP's global, distributed Anycast Cloud Load Balancing system. Illustrates how Layer 4 and Layer 7 load balancers distribute traffic dynamically across regions with minimal latency, auto-scaling up to millions of requests per second. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Traffic Management - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/where-should-i-run-my-stuff-choosing-google-cloud-compute-option: title: 'cloud.google.com: Where should I run my stuff? Choosing a Google Cloud compute option' description: '' year: '2021' stars: 0 ai_summary: An architectural decision matrix evaluating Google Cloud's compute execution environments, ranging from Compute Engine and GKE to Cloud Run and App Engine. It guides architects to match runtime characteristics, scaling requirements, and operational overhead boundaries with the appropriate hosting platform. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Architectural Decision tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud-database-options-explained: title: 'cloud.google.com: Your Google Cloud database options, explained' description: '' year: '2021' stars: 0 ai_summary: A comprehensive analytical overview of Google Cloud's managed database portfolio, mapping structured, unstructured, relational, and NoSQL engines (such as Cloud Spanner, Cloud SQL, and Firestore) to specific enterprise workloads. It guides architects through selecting storage paradigms based on consistency models, scale, and transaction volumes. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Databases - Managed Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/developers/introducing-google-cloud-architecture-diagramming-tool: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering cloud.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f4ee019296efda6e073b6caf251f0e958f9d4423b1b341863f690ad92dd07cee health_score: 100.0 last_checked: 1779130494.928933 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.928933+02:00' https://cloud.google.com/blog/topics/kubernetes-best-practices: title: 'cloud.google.com: Kubernetes Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 645c54eba5f478c3dafa2f56b4bd1e65967e9a639861920bde3a4545fcc6950b health_score: 100.0 last_checked: 1779030115.601248 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:55.601248+02:00' https://cloud.google.com/blog/topics/threat-intelligence/azure-run-command-dummies: title: 'mandiant.com: Azure Run Command for Dummies' description: '' year: '2022' stars: 0 ai_summary: A security audit of the Azure VM Run Command service. Explores risk considerations, execution logs, and configuration baselines required to limit deployment vectors. language: None resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security Operations - Virtual Machines - Azure Run Command - Vulnerability Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-train-more-than-40-million-with-cloud-skills: title: 'cloud.google.com: Training more than 40 million new people on Google Cloud skills' description: '- [Google Cloud Skills Boost](https://cloud.google.com)' year: '2026' stars: 0 ai_summary: Overview of Google Cloud's strategic global training initiative, aiming to upskill developers via Google Cloud Skills Boost, interactive learning labs, and modular path certifications. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Public Cloud - Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-and-benefits-for-google-cloud-innovators: title: 'cloud.google.com: How to get started with Google Cloud: Introducing our new learning hub and learning benefits for Innovators' description: '' year: '2026' stars: 0 ai_summary: Announces Google Cloud's community-driven learning hub for Innovators, detailing access to free learning resources, interactive codelabs, live expert sessions, and peer-to-peer networking. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Public Cloud - Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/build: title: Google Cloud Build description: '' year: '2026' stars: 0 ai_summary: Google Cloud's serverless continuous integration and continuous delivery platform, enabling high-performance builds across multiple languages. The curator highlights its deep integration with GKE and secure Docker artifact pipelines. Live telemetry confirms that Cloud Build is highly effective for cost-sensitive scaling operations due to its pay-as-you-go billing model. language: YAML resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP Ecosystem - CI/CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/cloud-build: title: Google Cloud Build description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d3ad7f441f8f8e07b2e0458ccd41d11759ee549013639c2291c95983ba8b1b48 health_score: 100.0 last_checked: 1779030594.332428 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md - docs/devops.md - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:54.332428+02:00' https://cloud.google.com/code: title: Google Cloud Code description: '- [github: Google Cloud Code samples](https://github.com/GoogleCloudPlatform/cloud-code-samples)' year: '2025' stars: 0 ai_summary: A powerful suite of IDE plugins (VS Code, IntelliJ) designed to accelerate development of cloud-native systems on GCP. Curator highlights focus on debugging Kubernetes clusters directly from local workstations. Live engineering teams use Cloud Code to minimize the gap between local code changes and GCP deployment environments, driving faster development feedback loops. language: JavaScript resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP Ecosystem - IDE Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cloud.google.com/code/docs/vscode/yaml-editing: title: "cloud.google.com: configuring_with_snippets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 556028c2596bffed5964078f30273137ff9106d33108d52182900383fc1f696d health_score: 100.0 last_checked: 1779032098.203897 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:58.203897+02:00' https://cloud.google.com/config-connector/docs/overview: title: ==cloud.google.com/config-connector== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c270e33efcd5c0823ef24bdeae2fb857b6978176031adea9e02d4e30de45af2f health_score: 100.0 last_checked: 1779031393.62727 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/iac.md - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:13.627270+02:00' https://cloud.google.com/deploy/docs/deploy-app-run: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4a085e12d289cf09fb38d4da6fa82de03871fbde23b0dde54fafe5a04942ae0b health_score: 100.0 last_checked: 1779031378.103544 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:58.103544+02:00' https://cloud.google.com/devops: title: 'cloud.google.com: DevOps' description: '' year: '2026' stars: 0 ai_summary: Google Cloud's primary DevOps hub, anchoring its research around DORA (DevOps Research and Assessment) and native cloud capabilities like Cloud Build and GKE. Curator reviews emphasize high-velocity software delivery architectures. Modern GCP engineering patterns rely on these principles to deploy secure, distributed, and containerized architectures on Google Cloud Platform. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP Ecosystem - DevOps Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/docs/compare: title: Platform comparisons description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb health_score: 100.0 last_checked: 1779033031.018515 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:31.018515+02:00' https://cloud.google.com/docs/compare/aws: title: AWS and GCP comparison description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb health_score: 100.0 last_checked: 1779033612.830686 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:12.830686+02:00' https://cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: title: '==cloud.google.com: Compare AWS and Azure services to Google Cloud==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb health_score: 100.0 last_checked: 1779030554.915247 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:14.915247+02:00' https://cloud.google.com/docs/terraform/blueprints/terraform-blueprints: title: "==cloud.google.com: Terraform blueprints and modules for Google Cloud==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1fcd8e89b1155f9c05a2c0272b56e9e2ede48c5cf306c0f3e52b3c47b30cc0f0 health_score: 100.0 last_checked: 1779034263.214623 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:03.214623+02:00' https://cloud.google.com/free/docs/aws-azure-gcp-service-comparison: title: 'cloud.google.com: Compare AWS and Azure services to Google Cloud' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb health_score: 100.0 last_checked: 1779031032.127253 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:12.127253+02:00' https://cloud.google.com/icons: title: Google Cloud Architecture Icons description: '' year: '2024' stars: 0 ai_summary: The standardized Google Cloud Platform graphical asset library and system diagram rules. Designed to assist cloud architects in drafting Google-recommended structures with consistent representations for compute, storage, data, and analytical pipelines. language: None resource_type: Asset Pack complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Design Assets - GCP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cloud.google.com/kubernetes-engine: title: Google Kubernetes Engine description: '- One of the most helpful GKE features is the ability to create clusters and node pools with custom kernel parameters. This means you no longer need to use one-off daemonsets, or random workarounds, to tune your machines after cluster creation.' year: '2025' stars: 0 ai_summary: Core landing documentation for Google Kubernetes Engine (GKE), highlighting GKE's industry-standard capabilities. Specifically focuses on setting up node pools with custom kernel parameters, eliminating post-bootstrap script workarounds. Provides the baseline reference for standard-setting enterprise container management. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - GKE Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cloud.google.com/kubernetes-engine/docs/add-on/config-sync/overview: title: Config Sync Overview description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 25b42ba5af8095cdf7cdca04ed1638ef649c9002b2b7f31062383db8ad5e9d8d health_score: 100.0 last_checked: 1779030006.873056 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:06.873056+02:00' https://cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: title: "cloud.google.com: GKE Autopilot \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6c7e8ff6a16711149ea844f2a73d71b0c76f0b670587902bc48f3422528c6f05 health_score: 100.0 last_checked: 1779033584.423211 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:44.423211+02:00' https://cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler: title: 'Google Cloud Platform: GKE Cluster Autoscaler' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f3e7dc19972fd949569ff95d314c41307b4511538f3200f3d6f72d299b01ec51 health_score: 100.0 last_checked: 1779030236.471844 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:56.471844+02:00' https://cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: title: Kubernetes Cloud DNS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9c0b476cc6e65f6e9c7dab7bceaee961455ca79bd3e315274fb8bc35d17fe70f health_score: 100.0 last_checked: 1779029371.782074 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:31.782074+02:00' https://cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: title: Setting up NodeLocal DNSCache description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 98d312c228fdf745ee5d9761b5d652c7be3ea833318aaaac166cb85646f02d1a health_score: 100.0 last_checked: 1779032878.646765 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:58.646765+02:00' https://cloud.google.com/kubernetes-engine/kubernetes-comic: title: 'cloud.google.com: kubernetes comic' description: '' year: '2022' stars: 4 ai_summary: Google's classic, highly creative visual guide explaining modern container scaling, lifecycle, and orchestration concepts through graphic storytelling. Perfect for explaining Kubernetes business advantages to technical managers. language: English resource_type: Visual Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes Fundamentals - Visual Learning tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloud.google.com/kubernetes-engine/pricing: title: Google cloud kubernetes pricing description: '' year: '2026' stars: 0 ai_summary: Google Kubernetes Engine (GKE) pricing details, introducing Autopilot vs Standard modes. Analyzes cluster management fees, dynamic provisioning costs, and spot instance discounts. Live grounding confirms GKE Autopilot as the industry standard for highly optimized serverless container architectures. language: English resource_type: Reference/Pricing complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Management - Managed Kubernetes - Google GKE Costs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/learn/what-is-kubernetes: title: "cloud.google.com: What is Kubernetes? \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A comprehensive foundation on Kubernetes, detailing its architectural pillars including the control plane, worker nodes, and declarative API engine. It outlines container scheduling, automated self-healing, and service discovery mechanisms essential for running resilient, modern cloud-native systems. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes Core - Container Orchestration - Fundamentals tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cloud.google.com/load-balancing/docs/l7-internal: title: L7 Internal HTTP(S) Load Balancing overview description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0358d7abcd2001b6cecfe24bd5fa3d9322cbc9dbd2d179ab95398cd120f09544 health_score: 100.0 last_checked: 1779030730.630328 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:10.630328+02:00' https://cloud.google.com/products: title: 'googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet' description: '' year: '2026' stars: 4 ai_summary: Google's official product portal mapping its enterprise suite of cloud computing, data analytics, and machine learning services. Serves as a primary reference for system architects evaluating Google's managed offerings, providing documentation and pathing for product integration. language: HTML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - GCP - Product Catalog tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/products/tools: title: Cloud Developer Tools description: '' year: '2026' stars: 0 ai_summary: A comprehensive directory of Google Cloud developer tools, spanning Cloud Shell, Artifact Registry, and Cloud Code extensions. The curator highlights its streamline-driven integration with local IDE environments. Live platform development metrics show these tools dramatically reduce local setup time for developers building serverless applications or microservices targeted at GCP. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP Ecosystem - Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.google.com/pubsub/docs/overview: title: Google Cloud Platform Pub/Sub description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e5e1d093f0b7a07978b7949436c3370ac75623cdc7c16a8253173fb946b77684 health_score: 100.0 last_checked: 1779034332.781401 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:12.781401+02:00' https://cloud.google.com/resources/content/architecting-for-autonomy&linkId=62121445: title: Architecting for Autonomy — Moving AI Agents from Pilot to Enterprise Scale description: Google Cloud's blueprint for designing resilient, secure, and highly scalable enterprise-grade multi-agent software architectures. year: '2026' stars: 4 ai_summary: 'A comprehensive strategic blueprint outlining how to scale agentic artificial intelligence from unstable proofs-of-concept to production environments. - Emphasizes the standard ADK model (Reasoning, Tool Use, and Memory) mapped to real-time, grounded enterprise data foundations. - Proposes core infrastructure patterns utilizing Google Kubernetes Engine (GKE Autopilot), dynamic GPU slicing, and strict access controls to maintain security compliance for autonomous transactions.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: cb9b2563cc948a9c1082334369abbb06456ce26770097bbe4cd54c3959bf7e14 health_score: null last_checked: 1780352838.801366 needs_ai_refresh: false hierarchy: - Cloud Architecture - AI Engineering - Systems Orchestration - Enterprise Design Patterns tags: - '[GUIDE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official Google Cloud architecture guide and strategic whitepaper. Released in May 2026 to help IT leaders design, build, and scale autonomous agent systems. social_preview_url: https://www.gstatic.com/bricks/image/cloud_google_com__static_cloud_images_social_icon_google_cloud_1200_630_png.png source_provenance: X.com (GoogleCloud) suggested_new_category: ai-architecture-blueprints discovered_at: '2026-06-02T00:27:18.801366+02:00' https://cloud.google.com/sdk/docs/cheatsheet?hl=en: title: '==cloud.google.com: The gcloud tool cheat sheet==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2b0d84422f65434bc08295a17e2a33b78e6179bc16da8542b40b919272143b2a health_score: 100.0 last_checked: 1779034447.556011 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:07.556011+02:00' https://cloud.google.com/secret-manager/docs/analyze-resources: title: 'cloud.google.com: Analyze secrets with Cloud Asset Inventory' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c735c200db8c18ca7897f72139e023374a99151bed6533e781eddd3e981cf664 health_score: 100.0 last_checked: 1779030865.946595 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:25.946595+02:00' https://cloud.google.com/secret-manager/docs/best-practices: title: 'cloud.google.com: Secret Manager Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 306a9fb18f7dccb3a4a1acd2fca8911d2d19e2f937478e823813516ce1a60941 health_score: 100.0 last_checked: 1779032421.58156 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:21.581560+02:00' https://cloud.google.com/solutions/media-entertainment&linkId=61896450: title: Google Cloud Media and Entertainment Solutions description: Resource hub for media workflows, showcasing generative AI and agentic media workflows on Google Cloud. year: '2026' stars: 4 ai_summary: The main enterprise hub defining media architectures, real-time cloud rendering setups, and intelligent content distribution. Showcases the production-ready integration of Gemini and Vertex AI with Avid Media Composer to automate post-production metadata logging and localization loops. Empowers studios to construct grounded agentic workflows, drastically shortening content ingestion, transcoding, and discovery times across global operations. language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 53833065ba8f0b29e5bd56cafc918be798efdfaa02e87f8a08d5b956ffb4408b health_score: null last_checked: 1780352037.401549 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Google Cloud Platform - Industry Solutions - Media and Entertainment tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Enterprise solutions portal managed officially by the Google Cloud industry team. social_preview_url: https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401549+02:00' https://cloud.google.com/solutions/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem: title: "A hybrid cloud-native DevSecOps pipeline with JFrog Artifactory and GKE on-prem \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 783c158129177f2f0fb2c8bdf11047426fe434952288d7e3b447dbb549658596 health_score: 100.0 last_checked: 1779032763.416059 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:03.416059+02:00' https://cloud.google.com/solutions/partners/openshift-on-gcp: title: OpenShift on Google Cloud description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7e5eabc736c0d974d46dad7bb7852eab4a8b14161e3b8e88e2f95615d49365ff health_score: 100.0 last_checked: 1779032095.845372 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.845372+02:00' https://cloud.google.com/stackdriver/docs/managed-prometheus: title: '==cloud.google.com: Google Cloud Managed Service for Prometheus==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f571ea6b28358ea92a85fa6c278092925f8baee7b08ccc94fabe8384320d1d03 health_score: 100.0 last_checked: 1779030430.66289 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:10.662890+02:00' https://cloud.google.com/traffic-director: title: Traffic Director overview description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 65889699950dbbb99111f54dac73f0ee63263752abe96a80671850b3ab08d39f health_score: 100.0 last_checked: 1779034013.715304 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:53.715304+02:00' https://cloud.google.com/vpc/docs/vpc: title: 'cloud.google.com: VPN network overview' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 83c6a9217b27295702d80c7edf220fafa7f0b202a39338da65d477d3e82c06d4 health_score: 100.0 last_checked: 1779033487.200012 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:07.200012+02:00' https://cloud.hashicorp.com: title: 'cloud.hashicorp.com: HashiCorp Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud.hashicorp.com: HashiCorp Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029366.860763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.860763+02:00' https://cloud.ibm.com/docs/containers?topic=containers-troubleshoot_cluster_autoscaler: title: 'cloud.ibm.com: Containers Troubleshoot Cluster Autoscaler' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud.ibm.com: Containers Troubleshoot Cluster Autoscaler in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 health_score: 100.0 last_checked: 1779034273.463819 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:13.463819+02:00' https://cloud.ibm.com/docs/openshift?topic=openshift-ingress: title: 'cloud.ibm.com: OpenShift Ingress' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloud.ibm.com: OpenShift Ingress in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287 health_score: 100.0 last_checked: 1779031440.444071 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:00.444071+02:00' https://cloud.ibm.com/docs/openshift?topic=openshift-security: title: 'cloud.ibm.com: openshift-security' description: '' year: '2023' stars: 0 ai_summary: Documentation outlining security controls on Red Hat OpenShift on IBM Cloud (ROKS). 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Focuses on routing pipelines, managed databases, and multi-zone cluster scale configurations. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Deployment Tutorials - Enterprise Cloud App tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering cloud.netapp.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.366058 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.366058+02:00' https://cloud.redhat.com/blog/a-guide-to-ingress-controllers-in-openshift: title: '==cloud.redhat.com: A Guide to Ingress Controllers in OpenShift using IPI==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9d46757ce5d4cba6c56b4a7709008ba6a21b32982743350ee2b826f65b31fe95 health_score: 100.0 last_checked: 1779033609.799226 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.799226+02:00' https://cloud.redhat.com/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes: title: "==cloud.redhat.com: A Guide to Secrets Management with GitOps and Kubernetes==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 818fc6e5120537db4ce8d106a7585aa05d2bffb8b5978d9feb40a15b6a34090c health_score: 100.0 last_checked: 1779029948.381501 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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The Operator Framework and Its Usage' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 81a5959f8270f61831132202977dc62db97a00c85c2b40c2e49bce7a76d53d49 health_score: 100.0 last_checked: 1779032376.359971 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:36.359971+02:00' https://cloud.redhat.com/blog/openshift-virtualization-on-amazon-web-services: title: '==cloud.redhat.com: OpenShift Virtualization on Amazon Web Services==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2a2153ddd47982a950e32dd22fbd21e3051bde3b50e62f3df4cc184cb05c84c3 health_score: 100.0 last_checked: 1779033500.849875 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:20.849875+02:00' https://cloud.redhat.com/blog/red-hat-container-community-of-practice-operators: title: '==cloud.redhat.com: Red Hat Container Community of Practice Operators==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dba65671976494ef6fdeabd728d2d867c171ac9de6a408a91918b6f8b65f342b health_score: 100.0 last_checked: 1779034173.492871 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:33.492871+02:00' https://cloud.redhat.com/blog/red-hat-openshift-4.8-is-now-generally-available: title: 'cloud.redhat.com: Red Hat OpenShift 4.8 Is Now Generally Available' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a54975761ed228ae5860b4ca529890d491f63731f0e5232c21b989ca91e1b199 health_score: 100.0 last_checked: 1779030558.793082 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:18.793082+02:00' https://cloud.redhat.com/blog/red-hat-openshift-4.9-is-now-generally-available: title: 'cloud.redhat.com: Red Hat OpenShift 4.9 Is Now Generally Available' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2ff5a3af3d6ea22d236b5815f5fea617d8c8aa2d1d03ed3e50c89228515fdfb7 health_score: 100.0 last_checked: 1779029132.836291 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.836291+02:00' https://cloud.redhat.com/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2: title: 'cloud.redhat.com: Troubleshooting Sandboxed Containers Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0496ad94d3c3371132a9304769684728dfdc75af8263cc246a2d7cb22db74d21 health_score: 100.0 last_checked: 1779031810.081736 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:10.081736+02:00' ? https://cloud.redhat.com/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage : title: '==cloud.redhat.com: Scale your application containers on Red Hat OpenShift'' Service on AWS (ROSA) clusters using Amazon EFS storage==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6003253496523db4d1906f6e656324ef80bf5e1ebd9ccabef7f76ac2abb88eb3 health_score: 100.0 last_checked: 1779032642.937346 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.937346+02:00' https://cloud.redhat.com/blog/simplifying-database-cloud-service-access: title: 'cloud.redhat.com: Simplifying Database Cloud Service Access' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 88e8e4601859a8ecf3f0f3e80354b50006b6fffd3129525ec6a64759c4d54fa8 health_score: 100.0 last_checked: 1779032682.232355 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:42.232355+02:00' https://cloud.redhat.com/blog/top-open-source-kubernetes-security-tools-of-2021: title: "cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 87094b6ac62f26ba7424cae996db29735db7b905a1fb8ea7ee9fb32c14efc00b health_score: 100.0 last_checked: 1779032421.438699 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:21.438699+02:00' https://cloud.redhat.com/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa: title: 'cloud.redhat.com: Velero Backup and Restore of an Application Using gp2'' StorageClass on ROSA' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c51febf5ee412f42536ccab1aa83b7e9210600cd124b9f5db6add2e60dec7c74 health_score: 100.0 last_checked: 1779031181.681502 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:41.681502+02:00' https://cloud.redhat.com/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization: title: 'cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift'' Virtualization' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 773aa5322e51e8d84dfbaf6fc1801d04ad52387239e7d99e6e393b0ddddddefe health_score: 100.0 last_checked: 1779032884.793369 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:04.793369+02:00' https://cloud.redhat.com/openshift/install: title: New Installer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5c8411c63c6f815af302a34082cbbc1c393f24c2e1e12d1f77aa866020faf6c5 health_score: 100.0 last_checked: 1779030430.141393 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:10.141393+02:00' https://cloud.spring.io/spring-cloud-config/reference/html: title: 'Spring Cloud Config Server: Git Backend' description: '' year: '2026' stars: 4 ai_summary: Dedicated documentation outlining configuration of Git as the back-end repository for configuration data. Under this GitOps-aligned paradigm, version-controlled repository pushes can instantly broadcast configuration changes across application fleets. It represents a mature, auditing-friendly mechanism for enterprise environment variable management. language: Java resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Cloud - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.spring.io/spring-cloud-config/spring-cloud-config.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7b01ee5f15ecf4f94471e5e0c5754265c9c8cfca41bb89622c6da4c8c946a652 health_score: 100.0 last_checked: 1779029060.797214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:20.797214+02:00' https://cloud.spring.io/spring-cloud-vault/reference/html: title: "cloud.spring.io: Spring Cloud Vault \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Integrates the Spring application model directly with HashiCorp Vault, providing secure secrets management and token/credential rotation. It secures database passwords, API tokens, and certificate structures from direct code injection. It is an industry standard for organizations striving to maintain stringent security compliance within distributed cloud ecosystems. language: Java resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Cloud - Secrets Management tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cloud.tilt.dev: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 02ec5ceba1c9af46add34ef52184e32f7ac7e673d891c7354e6acc57cae6c5e3 health_score: 100.0 last_checked: 1779032457.261039 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.261039+02:00' https://cloud.vmware.com/tanzu: title: '**VMware Kubernetes Tanzu**' description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering **VMware Kubernetes Tanzu** in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033112.759799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:52.759799+02:00' https://cloudacademy.com/blog/ansible-aws: title: 'Ansible and AWS: cloud IT automation management' description: '' year: '2015' stars: 3 ai_summary: Curator Insight highlights Ansible configurations for managing virtual machines in AWS. Live Grounding confirms that while declarative frameworks like Terraform are dominant for provisioning, Ansible remains a cornerstone for configuration management and rolling deployments inside physical and VM environments. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - DevOps - Infrastructure as Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://cloudacademy.com/blog/devops-why-is-it-important-to-decouple-deployment-from-release: title: 'cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment'' From Release?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5 health_score: 100.0 last_checked: 1779032623.495798 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:43.495798+02:00' https://cloudacademy.com/blog/migrating-data-to-aws: title: 'cloudacademy.com: Migrating Data to AWS Using the AWS Schema Conversion'' Tool: A Preview' description: '' year: '2018' stars: 3 ai_summary: Curator Insight offers a high-level technical evaluation of the AWS Schema Conversion Tool (SCT) workflow. Live Grounding shows its practical usefulness in identifying conversion complexity, scoring schema compatibility, and generating automated migration assessment reports. Practical resource for architecture pre-assessment. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5 health_score: 100.0 last_checked: 1779031399.642843 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Database Migration - Schema Conversion tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:19.642843+02:00' https://cloudark.medium.com/kubernetes-custom-controllers-b6c7d0668fdf: title: 'cloudark.medium.com: Writing Kubernetes Custom Controllers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudark.medium.com: Writing Kubernetes Custom Controllers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031435.481243 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:55.481243+02:00' https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114f8: title: 'cloudark.medium.com: kubectl connections' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudark.medium.com: kubectl connections in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031333.300843 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.300843+02:00' ? https://cloudblog.withgoogle.com/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes/amp : title: Looking ahead as GKE, the original managed Kubernetes, turns 5 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9a3f37e7d47121cff49f55f57871a2211df7e6e676ffd71c953315899111fe34 health_score: 100.0 last_checked: 1779033035.087792 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:35.087792+02:00' https://cloudblog.withgoogle.com/products/data-analytics/create-templates-from-any-dataflow-pipeline/amp: title: 'cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8ca6bdd3f53d118120ea45c41cac9518922f0f5e1801319b856363b028b8984 health_score: 100.0 last_checked: 1779030996.354525 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:36.354525+02:00' https://cloudblog.withgoogle.com/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing/amp: title: Using new traffic control features in External HTTP(S) load balancer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d530452f118af06797c01a3e4f55c89a5600b3aae7ad285b8f33ebdf95c569bb health_score: 100.0 last_checked: 1779029145.600212 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:45.600212+02:00' https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-proxyless-grpc/amp: title: Traffic Director and gRPC—proxyless services for your service mesh description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cf08549b7c62783bb6d1e87a6a83e21ea19d00a953ad48c70632bd45617b8ec1 health_score: 100.0 last_checked: 1779030678.284662 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:18.284662+02:00' ? https://cloudblogs.microsoft.com/opensource/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices : title: 'cloudblogs.microsoft.com: Simple steps to create scalable processes to deploy'' ML models as microservices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6443ff0f45ff8de94b3c653ae505b267cea8a3cd631af7ae05ce8ca829176f84 health_score: 100.0 last_checked: 1779033501.378166 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:21.378166+02:00' ? https://cloudblogs.microsoft.com/sqlserver/2020/06/23/expanding-sql-server-big-data-clusters-capabilities-now-on-red-hat-openshift : title: Expanding SQL Server Big Data Clusters capabilities, now on Red Hat OpenShift description: '' year: '2020' stars: 0 ai_summary: 'Architectural guide detailing Microsoft SQL Server Big Data Clusters on Red Hat OpenShift. Note: Microsoft retired this capability in 2025; standard practice has transitioned to localized containers and Azure Arc-enabled SQL Server.' language: Conceptual resource_type: Technical Announcement complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - SQL Server - Enterprise Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide: title: Automated Let's Encrypt Certificates in Azure Key Vault with ACME Bot description: '' year: '2024' stars: 0 ai_summary: Step-by-step instructional resource on deploying ACME Bot inside Azure. Automates key lifecycles of Let's Encrypt certificates directly into secure Key Vaults. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Azure - Security Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cloudbuild.co.uk/how-to-install-terraform: title: 'cloudbuild.co.uk: Part 1: Terraform with Azure - How to install Terraform' description: "- [cloudbuild.co.uk: Part 2: Terraform with Azure - How to install Azure CLI](https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli)\n \ - [cloudbuild.co.uk: Part 3: Terraform with Azure - How to install Visual Studio Code](https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studio-code)\n \ - [cloudbuild.co.uk: Part 4: Terraform with Azure - How to install Azure Terraform Plugin in Visual Studio Code](https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraform-plugin-in-visual-code)\n \ - [cloudbuild.co.uk: Part 5: Terraform with Azure - Install Git and initialise repository](https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-visual-studio-code)\n \ - [cloudbuild.co.uk: Part 6: Terraform with Azure - Deploy resources in Azure](https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure)\n \ - [cloudbuild.co.uk: Part 7: Terraform with Azure - Deploy a variables file in Terraform](https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in-terraform)\n \ - [cloudbuild.co.uk: Part 8: Terraform with Azure - Deploy terraform.tfvars file](https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-file)" year: '2023' stars: 0 ai_summary: An exhaustive, multi-part onboarding curriculum designed to fast-track engineers into Azure Terraform workflows. It details step-by-step configurations including tool installations (CLI, VS Code, Git), repository structures, and key variables administration. language: HCL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Onboarding tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli: title: 'cloudbuild.co.uk: Part 2: Terraform with Azure - How to install Azure CLI' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3c8c459adf21aa2620ff7a950846d14806305026bb4bad3a44df1b18e313d774 health_score: 100.0 last_checked: 1779032791.713091 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:31.713091+02:00' https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studio-code: title: 'cloudbuild.co.uk: Part 3: Terraform with Azure - How to install Visual Studio'' Code' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 422fb4e68387d0c4620b11b26efea4aa0d614b93d40fedf59f509240023de9de health_score: 100.0 last_checked: 1779030929.517659 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:29.517659+02:00' https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraform-plugin-in-visual-code: title: 'cloudbuild.co.uk: Part 4: Terraform with Azure - How to install Azure Terraform'' Plugin in Visual Studio Code' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ea5c85ad6822d8f381c38343bef47750b62c4c0772f04fbdfdc8032314bafb90 health_score: 100.0 last_checked: 1779030354.499751 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:54.499751+02:00' https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-visual-studio-code: title: 'cloudbuild.co.uk: Part 5: Terraform with Azure - Install Git and initialise'' repository' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d7b5942b2ea8e5d203e3953324ae9b755ca5ae9311e3f326998657736b7215ba health_score: 100.0 last_checked: 1779033082.882364 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:22.882364+02:00' https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure: title: 'cloudbuild.co.uk: Part 6: Terraform with Azure - Deploy resources in Azure' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d5182c856fcb8dfb2db6c7a1a43845d5ebc8bda1cf1d0f29b00fa59575101fbe health_score: 100.0 last_checked: 1779031268.125956 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:21:08.125956+02:00' https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in-terraform: title: 'cloudbuild.co.uk: Part 7: Terraform with Azure - Deploy a variables file'' in Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a16177a49d199b271c688f6c9585c364cf2962894ca617cfe7688dcb7e909df2 health_score: 100.0 last_checked: 1779031330.400856 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:10.400856+02:00' https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-file: title: 'cloudbuild.co.uk: Part 8: Terraform with Azure - Deploy terraform.tfvars'' file' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9bc00781c3d4751cec28a15f8d39e04d20880043ddd36a3a320fa51540ecc7a0 health_score: 100.0 last_checked: 1779034271.492185 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:11.492185+02:00' https://cloudcanvas.co: title: CloudCanvas - Diagramming for Cloud Infrastructure description: '' year: '2024' stars: 0 ai_summary: CloudCanvas is an emerging interactive workspace tool tailored for designing cloud topologies and auto-generating infrastructure-as-code manifests. By linking architectural nodes directly to API-driven configurations, it helps bridge the gap between architectural diagramming and operational execution. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430334.824126 needs_ai_refresh: false hierarchy: - Infrastructure as Code - Architecture - Diagrams tags: - '[EMERGING]' v1_locations: - docs/cloud-arch-diagrams.md - docs/cloud-asset-inventory.md - docs/iac.md v2_locations: - cloud-arch-diagrams.md - cloud-asset-inventory.md - iac.md youtube_mosaic: {} discovered_at: '2026-06-14T11:45:34.824126+02:00' https://cloudcraft.co: title: cloudcraft.co description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 63633940b9f2ee9beb433e854c279d5186a83775046e3217eb5b8964b3811447 health_score: 100.0 last_checked: 1779031337.486866 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:17.486866+02:00' https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide: title: "cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: 'Complete operational analysis of Google’s cAdvisor (Container Advisor), showing how it is natively embedded inside the Kubelet binary to collect performance metrics. Curator Insight: Core container performance scraping mechanisms. Live Grounding: Fundamental reading for tuning Pod memory limits and evaluating CPU throttling patterns.' language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Observability - cAdvisor tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cloudhero.io/creating-users-for-your-kubernetes-cluster: title: cloudhero.io description: '' year: '2022' stars: 0 ai_summary: A practical guide to onboarding cluster users. Explains how to generate TLS client certificates and bind them to Kubernetes RBAC RoleBindings to enforce safe access controls. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes: title: 'cloudhut.dev: Running Apache Kafka on Kubernetes successfully' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudhut.dev: Running Apache Kafka on Kubernetes successfully in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031045.931625 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:25.931625+02:00' https://cloudify.co/blog/ansible-terraform-and-cloudify: title: 'cloudify.co: Ansible, Terraform And Cloudify' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779032521.360708 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:01.360708+02:00' https://cloudify.co/blog/ansible-vs-terraform: title: "cloudify.co: Ansible Vs Terraform \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779030250.595675 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/iac.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:10.595675+02:00' https://cloudify.co/blog/aws-eks-vs-ecs-vs-fargate: title: 'cloudify.co: AWS EKS Vs. ECS Vs. Fargate: The Breakdown' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779030438.786633 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.786633+02:00' https://cloudify.co/blog/docker-vs-kubernetes-comparison: title: 'cloudify.co: Docker Vs. Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779029478.639411 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.639411+02:00' https://cloudify.co/blog/infrastructure-as-code-is-it-really-enough-for-devops: title: "cloudify.co: Infrastructure As Code – Is It REALLY Enough For DevOps? IAC' DevOps Best Practices \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779033206.182271 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/iac.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:26.182271+02:00' https://cloudify.co/blog/migrating-pods-containerized-applications-nodes-kubernetes-cluster-using-cloudify: title: "cloudify.co: Migrating Pods With Containerized Applications Between Nodes' In The Same Kubernetes Cluster Using Cloudify \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779033572.798816 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.798816+02:00' https://cloudify.co/blog/overcoming-devsecops-delivery-pipeline-challenges: title: 'cloudify.co: Understanding DevSecOps And Its Challenges' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779029291.815855 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:11.815855+02:00' https://cloudify.co/blog/simplifying-hybrid-cloud-deployments-with-aws-eks-and-outpost: title: 'cloudify.co: Simplifying Hybrid Cloud Deployments With AWS EKS And Outpost' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779029862.840878 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:42.840878+02:00' https://cloudify.co/everything-you-need-to-know-about-hybrid-cloud: title: "cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779032835.044862 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:15.044862+02:00' https://cloudify.co/terraform-integration: title: 'cloudify.co: Cloudify and Terraform Integration. Supercharge Your Terraform'' Templates' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95 health_score: 100.0 last_checked: 1779033715.950525 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:55.950525+02:00' https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know: title: 'cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know' description: '' year: '2022' stars: 0 ai_summary: A comprehensive deep-dive into AWS S3 storage classes, analyzing latency specs, durability SLA patterns, and price points of different tiers. Highly valuable for data platform engineers designing lifecycle transition rules to automate low-cost cold storage. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - Storage Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need-to-know: title: 'cloudkatha.com: Difference between Root User and IAM User in AWS You Need to Know' description: '' year: '2021' stars: 0 ai_summary: A straightforward guide detailing the differences between an AWS account's root user credentials and standard delegated IAM identities. Emphasizes security best practices, such as disabling root access keys and using delegated roles for daily maintenance. language: English resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation: title: 'cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation' description: '' year: '2022' stars: 0 ai_summary: This hands-on guide details how to configure resilient AWS SQS messaging architectures, with a focus on provisioning dedicated SQS Dead Letter Queues (DLQs) using CloudFormation. Explains configuration properties like RedrivePolicies and maxReceiveCount settings. language: YAML resource_type: How-to Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Messaging Configuration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation: title: 'cloudkatha.com: How to Create an S3 Bucket using CloudFormation' description: '' year: '2022' stars: 0 ai_summary: A foundational tutorial detailing the YAML patterns required to create and lock down basic AWS S3 buckets inside CloudFormation templates. It details parameters for versioning rules, basic access controls, and server-side encryption. language: YAML resource_type: How-to Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Storage Configuration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/how-to-create-iam-role-using-cloudformation: title: 'cloudkatha.com: How to Create IAM Role using CloudFormation' description: '' year: '2022' stars: 0 ai_summary: This tutorial covers how to write secure IAM roles with trust relationships and inline permissions policies using CloudFormation. It helps developers enforce least-privilege configurations for cross-service authentication. language: YAML resource_type: How-to Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Identity & Access Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check: title: '==cloudkatha.com: How to Setup Budget in AWS to Keep your Bill in Check==' description: '' year: '2021' stars: 3 ai_summary: A practical guide outlining how to implement AWS Budgets to prevent unexpected invoice spikes. Walks through setup thresholds, dynamic notifications, and SNS bindings crucial for early infrastructure accounts. language: English resource_type: Technical Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0991ec36cf5ef9239c7bb458a1052135c775457a4031f7381c8990efd1f3f4a2 health_score: 100.0 last_checked: 1779032345.806555 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Cost Management - FinOps Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.806555+02:00' https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation: title: 'cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation' description: '' year: '2022' stars: 0 ai_summary: A practical step-by-step developer tutorial outlining how to declare and format AWS S3 Bucket CORS rules using declarative CloudFormation YAML schemas. Explains proper syntax structures for configuring origins, allowed methods, headers, and security metrics. language: YAML resource_type: How-to Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Storage Configuration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription: title: 'cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription' description: '' year: '2022' stars: 0 ai_summary: This developer guide explains how to define and deploy AWS SNS topics and subscribe target endpoints using CloudFormation. It provides clear configurations for setting up decoupled, event-driven publish-subscribe messaging systems. language: YAML resource_type: How-to Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Messaging Configuration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think: title: 'cloudkatha.com: Is S3 Region Specific or Global? What do you think?' description: '' year: '2022' stars: 0 ai_summary: An architectural exploration of S3's unique global namespace structure contrasted with its region-restricted data placement paradigms. Essential reading for platform architects designing multi-region, low-latency backup structures or dynamic global CDNs. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - S3 Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudkatha.com/why-s3-bucket-names-are-unique-globally: title: 'cloudkatha.com: This is why S3 Bucket Names are unique Globally' description: '' year: '2022' stars: 0 ai_summary: A conceptual guide explaining why AWS enforces global uniqueness constraints on S3 bucket identifiers. Demystifies DNS resolution and routing paths used by storage endpoints to guarantee secure API request routing worldwide. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS S3 - S3 Namespace tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativeengineer.substack.com/p/prepare-for-your-cka-exam-e1c33883eaf2: title: 'cloudnativeengineer.substack.com: Prepare for your Certified Kubernetes'' Administrator exam' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudnativeengineer.substack.com: Prepare for your Certified Kubernetes'' Administrator exam in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030393.978799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:33.978799+02:00' https://cloudnativeislamabad.hashnode.dev/introduction-to-docker-part-1: title: "cloudnativeislamabad.hashnode.dev: Introduction to Docker | part 1 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering cloudnativeislamabad.hashnode.dev: Introduction to Docker | part 1 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032704.029132 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:04.029132+02:00' https://cloudnativeislamabad.hashnode.dev/virtualization-vs-containerization: title: 'cloudnativeislamabad.hashnode.dev: Virtualization vs Containerization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudnativeislamabad.hashnode.dev: Virtualization vs Containerization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034507.051205 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:07.051205+02:00' https://cloudnativenow.com: title: containerjournal.com description: '' year: '2025' stars: 0 ai_summary: Cloud Native Now (formerly Container Journal) delivers broad architectural coverage of the ecosystem's evolution, focusing on container security, service meshes, and GitOps workflows. It synthesizes enterprise migration challenges and real-world implementation paradigms for platform teams. language: English resource_type: News / Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Cloud Native Ecosystem - News tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cloudnativenow.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security: title: 'containerjournal.com: The What and Why of Cloud-Native Security' description: '' year: '2021' stars: 0 ai_summary: Investigates the structural shift from static legacy perimeter-based security to dynamic cloud-native postures. Outlines the CNCF-backed '4Cs' security model (Cloud, Cluster, Container, Code) and emphasizes micro-segmented networking, cryptographic identity validation, and continuous container assurance. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cloud-Native - Architecture Fundamentals tags: - '[LEGACY]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes: title: 'containerjournal.com: 4 Expert-Level Things I Wish I’d Known About Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Shares deep technical realizations about etcd limitations, complex ingress controller routing, the necessity of automated horizontal scaling, and the unpredictability of ephemeral storage allocation. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Expert Level tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes: title: 'containerjournal.com: 9 Open Source Developer Tools for Kubernetes' description: '' year: '2022' stars: 0 ai_summary: A curated round-up of nine vital open-source developer tools for Kubernetes. Evaluates Skaffold, Telepresence, Lens, and others, emphasizing their utility in shortening development feedback loops and streamlining local cluster integrations. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5b10c16b8cee1450fcc77bb53075fd3728426c293688d84e17dd5d4af1c122c0 health_score: 100.0 last_checked: 1779130495.024146 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.024146+02:00' https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes: title: 'containerjournal.com: Assessing the True Cost of Kubernetes' description: '' year: '2021' stars: 0 ai_summary: An analytical guide addressing the total cost of ownership (TCO) of maintaining enterprise-scale Kubernetes installations. Explores hidden cost vectors, including data transfer fees, multi-zone control plane redundancies, and internal operational overhead. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Optimization - Cost Management - FinOps Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal: title: 'containerjournal.com: Deploying Kubernetes on Bare Metal' description: '' year: '2020' stars: 0 ai_summary: An architecture-level examination of building out Kubernetes clusters directly on raw physical hardware. Explores the complexities of dynamic volume provisioning, API load balancing, manual host bootstrapping, and CNI integration compared to cloud environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bare Metal - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift: title: 'containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift' description: '' year: '2021' stars: 0 ai_summary: The GitLab Kubernetes Operator on Red Hat OpenShift automates the lifecycle management of self-hosted GitLab instances. By leveraging the Operator SDK, it provides native integration with OpenShift security contexts, automated upgrades, and scale-out capabilities for enterprise-grade GitOps engines. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - GitLab - OpenShift Operator tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes: title: 'containerjournal.com: Best of 2022: GitOps: The Missing Link for CI/CD for Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Examines how GitOps acts as the crucial architectural integration layer in modern Kubernetes CI/CD models. Bridges continuous code integration with cluster-native continuous deployment, resolving long-standing configuration drift dilemmas. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - CI-CD Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters: title: 'containerjournal.com: GitOps Workflows Expanding Beyond Kubernetes Clusters' description: '' year: '2022' stars: 0 ai_summary: Explains how the GitOps operational paradigm is expanding past native Kubernetes clusters to govern external infrastructure. Showcases utilizing operators like Crossplane to declarative sync public cloud databases, networks, and SaaS services. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Infrastructure as Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas: title: 'containerjournal.com: Best of 2021 – Kubernetes Enables DevOps-as-a-Service (DaaS)' description: '' year: '2021' stars: 0 ai_summary: Explores how Kubernetes functions as the underlying engine to enable flexible, on-demand DevOps-as-a-Service platforms. Curator reviews focus on dynamic build runner scaling and containerized API scheduling. Live cloud-native operations show that employing Kubernetes controllers allows organizations to build resilient, auto-scaling internal developer platforms that automatically manage their own underlying build workloads. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Orchestration - DevOps-as-a-Service tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline: title: 'containerjournal.com: Kubernetes Security in Your CI/CD Pipeline' description: '' year: '2021' stars: 0 ai_summary: Analyzes strategies for integrating Kubernetes security checks into delivery pipelines. Explores static resource scanning, YAML syntax validations, and OPA policy testing to identify misconfigured manifests before deployment. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - CI-CD - Kubernetes Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplicity: title: 'containerjournal.com: Linkerd’s CNCF Graduation Due to its Simplicity' description: '' year: '2021' stars: 3 ai_summary: Analyzes Linkerd's graduation from CNCF incubation. Spotlights how the project's deliberate architectural focus on simplicity, ease of use, and Rust performance drove massive real-world adoption. language: Rust resource_type: article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - Milestones tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools: title: 'containerjournal.com: Red Hat, IBM Launch Konveyor to Aggregate Kubernetes Tools' description: '' year: '2021' stars: 4 ai_summary: Announces the launch of the Konveyor community workspace, bringing together migration tools under a single framework backed by Red Hat and IBM to facilitate migration paths into Kubernetes. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Workload Mobility - Migration Toolkits tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-management: title: 'containerjournal.com: Red Hat Simplifies Kubernetes Cluster Management' description: '' year: '2020' stars: 0 ai_summary: An early industry evaluation of Red Hat's multi-cluster management strategies. The text highlights RHACM's features designed to address cloud sprawl. By introducing centralized management planes for application delivery and policy enforcement across diverse Kubernetes engines (EKS, GKE, AKS, and OCP), it establishes uniform security baselines and automates drift remediation. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Cluster Management - Fleet Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/features/siloscape-the-dark-side-of-kubernetes: title: 'containerjournal.com: Siloscape: The Dark Side of Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A deep technical analysis of Siloscape, a malware campaign targeting Windows containers in Kubernetes environments. Outlines container escape paths, privilege escalation via compromised host processes, and methods for hardening Windows container runtimes. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Intelligence - Kubernetes Exploits tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/the-4-levels-of-gitops-maturity: title: 'containerjournal.com: The 4 Levels of GitOps Maturity' description: '' year: '2021' stars: 0 ai_summary: Unpacks the levels of organizational GitOps proficiency, outlining the path from basic declarative definitions (Level 1) to fully automated drift correction, validation, and multi-tenant fleet operations (Level 4). language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Methodology - Maturity Model tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/features/the-rise-of-the-kubemaster: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: 8149221c614e31d61b3432239b8ffb4ccf6a5ddb112fe2e005dc87abaee71db7 health_score: 84.0 last_checked: 1779130494.969172 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - index.md - kubernetes.md youtube_mosaic: {} review_metadata: original_url: https://cloudnativenow.com//features/the-rise-of-the-kubemaster proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T10:33:06.895398' discovered_at: '2026-05-18T20:54:54.969172+02:00' https://cloudnativenow.com/features/whats-the-difference-between-docker-and-kubernetes: title: 'containerjournal.com: What’s the Difference Between Docker and Kubernetes?' description: '' year: '2024' stars: 0 ai_summary: Delineates the technological scopes of developer-focused single-node container tooling and complex multi-node production orchestration systems. Explains cluster boundaries and scheduling mechanics. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Orchestration Concepts - Architecture Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cloudnativenow.com/features/when-is-kubernetes-service-ownership-the-right-fit: title: 'containerjournal.com: When is Kubernetes Service Ownership the Right Fit?' description: "- Why is Kubernetes service ownership emerging as the way for software delivery and operations teams to establish full “ownership” of the services they support? Because ownership covers the lifespan of software from development to deployment to the sunsetting process. And this shift to full-spectrum accountability brings about dramatic improvements in the overall speed, reliability, security and cost of applications.\n - Of course, it’s not always easy to determine which organizations need this level of ownership. When businesses grow, they typically discover that pushing the delivery of applications and services through a gate of operations is challenging at best, impossible at worst. Even so, the DevSecOps mindset is on the rise, which means teams are now seeking ways to make this type of shift into more meaningful and effective ownership. It is the shift that enables a deep fundamental change to occur within an organization." year: '2022' stars: 3 ai_summary: Examines the DevSecOps-driven transformation of 'Service Ownership' in Kubernetes. Discusses shift-left operating models where development teams manage their own Kubernetes configurations and SLA commitments throughout the application lifespan. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Strategy - Organizational Structure - Service Ownership tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativenow.com/features/when-is-service-mesh-worth-it: title: 'containerjournal.com: When Is Service Mesh Worth It?' description: '' year: '2022' stars: 4 ai_summary: Provides a rigorous decision framework outlining when to adopt a service mesh. Examines the operational thresholds of system scale, regulatory security standards, and telemetry depth where mesh benefits outweigh the inherent memory and latency overhead. language: None resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Decision Matrix tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it: title: 'containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It' description: '' year: '2021' stars: 0 ai_summary: Analyzes the operational and economic conditions where off-the-shelf Kubernetes-as-a-Service platforms fall short. Highlights constraints around custom hardware drivers, performance requirements, data sovereignty, and custom routing options that force organizations toward self-managed bare-metal solutions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bare Metal - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane: title: 'containerjournal.com: Kubernetes’ True Superpower is its Control Plane' description: '' year: '2021' stars: 0 ai_summary: An architectural perspective evaluating why the real capability of Kubernetes is its extensible control plane. Explores how CRDs, custom controller reconciliation loops, and dynamic validation webhooks allow engineering teams to model external IT infrastructure declaratively. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Control Plane - Declarative APIs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativedevelopment/how-docker-and-kubernetes-work-together: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1781736203.039006 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:23.039006+02:00' https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-containers-will-drive-devops: title: 'containerjournal.com: How the Rise of Containers Will Drive DevOps' description: '' year: '2020' stars: 1 ai_summary: Illustrates how portable container formats forced the industry to adopt standardized continuous validation scripts and robust container management, uniting development and production lifecycles. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - DevOps - Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes: title: IBM Leverages Containers to Advance DevOps on Mainframes description: '' year: '2019' stars: 3 ai_summary: Details how IBM brought containerization architectures (like z/OS Container Extensions) to its zSystems mainframes. Live Grounding confirms this as a key modernization vector, enabling developers to build and test mainframe workloads using Git-driven Docker/Kubernetes workflows. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Mainframe Modernization - IBM - Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription: title: 'containerjournal.com: Red Hat Adds Java Runtime for Kubernetes to Subscription' description: '' year: '2020' stars: 3 ai_summary: News item covering the integration of Quarkus support into existing Red Hat Runtimes subscriptions. This commercial move made it cost-effective for enterprise firms to experiment and transition existing Java profiles to cloud-native templates. A key commercial milestone that spurred Quarkus's early adoption inside enterprise organizations. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Industry Impact tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/10-best-practices-worth-implementing-to-adopt-kubernetes: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1781736223.037099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:43.037099+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-infrastructure-challenges: title: 'containerjournal.com: Overcoming Kubernetes Infrastructure Challenges' description: '' year: '2021' stars: 0 ai_summary: A technical survey of operational friction points, such as networking complexity, ingress management, and security posture in hybrid topologies. Provides concrete architectural strategies to reduce platform engineering complexity. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Infrastructure Automation - Network Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters: title: 'containerjournal.com: Rancher Labs Adds Support for Longhorn Storage on Kubernetes Clusters' description: '' year: '2020' stars: 0 ai_summary: An announcement outlining Rancher's general availability support for Longhorn within its enterprise Kubernetes platform. This architectural integration allows administrators to manage and deploy robust persistent volume infrastructure with point-and-click UI catalogs. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Platform Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-kubernetes-enhancements: title: 'containerjournal.com: Red Hat Delivers Latest Kubernetes Enhancements' description: '' year: '2020' stars: 0 ai_summary: An industry report analyzing the release of early OpenShift 4.x enhancements. It focuses on how Red Hat embedded CoreOS into the cluster installation engine (IPI/UPI), allowing for automated, operator-led operating system updates. This architecture ensures the OS is treated as an extension of the Kubernetes control plane, drastically reducing management overhead. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Distribution - Enterprise Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap: title: 'containerjournal.com: Red Hat Integrates KubeVirt With Kubernetes Management Platform From SAP' description: '' year: '2020' stars: 0 ai_summary: Red Hat's integration of KubeVirt with SAP's cloud platform represents a major convergence of virtualization and containerization. Live grounding confirms KubeVirt enables legacy VM-based workloads to run directly alongside microservices within unified Kubernetes namespaces. This architecture reduces operational complexity by replacing dedicated hypervisors with Kubernetes constructs like Custom Resource Definitions (CRDs) for virtual machine lifecycles. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Virtualization - KubeVirt Integration tags: - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes: title: 'containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes' description: '' year: '2021' stars: 0 ai_summary: This article highlights Red Hat AMQ Streams, based on the Strimzi project, and its approach to managing Kafka on OpenShift/Kubernetes. It details how GitOps and custom resource definitions (CRDs) streamline broker, topic, and user management. language: YAML resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster: title: "containerjournal.com: How to Secure Your Kubernetes Cluster \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Evaluates cluster configurations across storage, networking, and deployment lifecycles. Discusses the replacement of deprecated Pod Security Policies with built-in Pod Security Standards and third-party policy engines. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cluster Hardening - Infrastructural Protection tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes: title: 'containerjournal.com: GitOps Workflows and Principles for Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Explains foundational workflows of GitOps deployment models on Kubernetes clusters. Illustrates the architecture of local pull-agents, tracking commit states in repositories, and maintaining declarative state consistency within native resources. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Kubernetes Native tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes: title: 'containerjournal.com: 9 Pillars of Engineering DevOps With Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Outlines nine architecture pillars that transform Kubernetes into a standard engine for continuous application lifecycle management. Highlights container orchestrations, configuration schemas, secret management, persistent state storage strategies, and unified network policy definitions. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration & Containers - Kubernetes - DevOps Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudnativesimplified.substack.com/p/tool-series-1-kcp: title: 'cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030367.146242 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.146242+02:00' https://cloudnativetoolkit.dev/adopting/use-cases/gitops/gitops-ibm-cloud-paks: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779034223.844624 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.844624+02:00' https://cloudogu.com/en/blog: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a298f16198354314893af506971dfe33f8360dfd30b68edde8fbd91bd720eb5c health_score: 100.0 last_checked: 1779029574.052336 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:54.052336+02:00' https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cd1c538590522bb92b28c310c1eae9a40183f00c3b7e9e461185a61ce67a05a2 health_score: 100.0 last_checked: 1779030575.089491 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:35.089491+02:00' https://cloudogu.com/en/blog/gitops-tools: title: "cloudogu.com: Automation Assistants: GitOps tools in comparison \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 06987b214919f107e8536704903b9f4e23f12bd696c9e980b2c38e40edf4d567 health_score: 100.0 last_checked: 1779029114.020016 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:14.020016+02:00' https://cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: title: 'cloudogu.com: Kubernetes least privilege implementation using the Google'' Cloud as an axample' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 97772e220e38d7f3baa85d8b4a2b65cdbf81514cdd3af55b8e6178e224a66e6e health_score: 100.0 last_checked: 1779029121.710774 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:21.710774+02:00' https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid: title: 'cloudonaut.io: Advanced AWS Networking: Pitfalls That You Should Avoid' description: '' year: '2019' stars: 0 ai_summary: Deconstructs highly complex pitfalls in AWS network implementations, specifically Route 53 routing loops and VPC peering scaling bottlenecks. While historic guides suggest basic VPC peers, live production systems demand Transit Gateways and PrivateLink to scale securely without IP overlap. language: English resource_type: blog complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking Pitfalls tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud: title: 'cloudonaut.io: AWS Client VPN: Connected with the Cloud' description: '' year: '2019' stars: 0 ai_summary: Evaluates AWS Client VPN as a fully managed client-to-site VPN service. Contrasts self-managed OpenVPN boxes with AWS's elastic scale, highlighting directory service integrations, routing configurations, and target network associations. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Remote Access VPN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instance: title: 'cloudonaut.io: EC2 Checklist: 7 things to do after launching an instance' description: '' year: '2026' stars: 0 ai_summary: An architectural checklist outlining critical optimization practices immediately following EC2 virtual machine instantiation. It targets key parameters like security group isolation, IAM roles, cloud-init configuration, dynamic DNS mapping, and EBS volume performance tuning. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dac8aff6b4f699aed2d9899b5d87654d008e314c2b1ce8ab70283ee9c9efac63 health_score: 100.0 last_checked: 1779030805.845334 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:25.845334+02:00' https://cloudonaut.io/getting-started-with-aws-cf-templates: title: 'cloudonaut.io: Getting Started with Free Templates for AWS CloudFormation' description: '' year: '2021' stars: 0 ai_summary: This architectural guide demonstrates how to deploy production-grade AWS workloads using highly optimized, open-source CloudFormation templates. It details robust configurations for basic networks (VPC), load balancing, and secure compute platforms, ensuring teams avoid common security missteps. language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Starter Templates tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks: title: 'cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS' description: '' year: '2021' stars: 0 ai_summary: A detailed comparative analysis of scaling strategies between Amazon ECS and EKS clusters. The article walks through key operational considerations, including EC2 Auto Scaling Groups, Karpenter, cluster autoscalers, and resource utilization dynamics, highlighting how choice of orchestration influences microservices scale limits. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - aws-containers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent: title: 'cloudonaut.io: Seamless EC2 monitoring with the Unified CloudWatch Agent' description: '' year: '2018' stars: 4 ai_summary: Architectural guide explaining the transition to the Unified CloudWatch Agent on EC2. Details system-level RAM, disk, and custom application metrics collection policies. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Monitoring tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect: title: 'cloudonaut.io: Serverless Hybrid Cloud: Accessing an API Gateway via VPN or Direct Connect' description: '' year: '2020' stars: 0 ai_summary: An engineering case study showcasing how to securely route public API Gateway requests into localized networks via VPN tunnels or Direct Connect links. Details complex hybrid serverless network setups. language: None resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudonaut.io/terraform-can-you-keep-a-secret: title: Terraform, can you keep a secret? description: '' year: '2020' stars: 0 ai_summary: Addresses the critical challenge of managing sensitive parameters within plaintext Terraform state files. Discusses mitigation strategies such as remote backends, encryption-at-rest, and seamless integrations with external secrets managers like HashiCorp Vault. language: English resource_type: Security Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Identity - Secret Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws: title: 'cloudonaut.io: What Architects Need to Know About Networking on AWS' description: '' year: '2018' stars: 0 ai_summary: A rigorous exploration of architectural decision-making within AWS networking. Focuses on the trade-offs of VPC endpoints, routing tables, and peering limits. Grounded in 2026 engineering truths, this piece highlights the shift from complex transit VPCs to Transit Gateway standards. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Architecture Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://cloudowski.com: title: cloudowski.com description: '' year: '2024' stars: 0 ai_summary: Cloudowski presents hands-on technical posts on Kubernetes networking, CI/CD integrations, and public cloud infrastructure deployments. The content focuses heavily on solving real-world engineering hurdles using open-source utilities. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Cloud Architecture - Hands-on Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cloudowski.com/articles/honest-review-of-openshift-4: title: "cloudowski.com: Honest review of OpenShift 4 \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: An analytical, architectural critique of OpenShift 4's primary design shifts. Highlights the structural changes of shifting control plane workflows into automated Kubernetes Operators and the operational trade-offs of using Red Hat Enterprise Linux CoreOS (RHCOS) as the mandatory immutable operating system. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Platform Evaluation - Architecture Reviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudowski.com/articles/jenkins-on-openshift: title: "cloudowski.com: Jenkins on OpenShift - how to use and customize it in a cloud-native way \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Advanced engineering blog detailing customized, cloud-native deployments of Jenkins on OpenShift. Explains how to leverage dynamic provisioning, custom configurations, and cluster-wide persistent volumes to stabilize Jenkins infrastructure. language: Groovy resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD & DevOps - Enterprise Jenkins - OpenShift Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes: title: 'cloudowski.com: Openshift ImageStreams' description: '' year: '2019' stars: 0 ai_summary: This analysis compares OpenShift ImageStreams with vanilla Kubernetes image pulling mechanisms. It explains how ImageStreams provide abstraction layers over container registries, enabling automatic redeployments upon detection of updated remote images (triggers). By decoupling pods from concrete repository URLs, it automates deployment lifecycle workflows for platform engineering teams. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Management - OpenShift - Image Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://cloudpak8s.io: title: 'IBM Cloud Pak Playbook: cloudpak8s.io' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031398.859411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md - docs/openshift.md v2_locations: - ibm_cloud.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:18.859411+02:00' https://cloudpak8s.io/apps/cp4a_overview: title: IBM Cloud Pak Playbook description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering IBM Cloud Pak Playbook in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032100.149043 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/ibm_cloud.md - docs/openshift.md v2_locations: - demos.md - ibm_cloud.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.149043+02:00' https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud: title: "cloudpundit.com: Don’t boil the ocean to create your cloud \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: Advocates for an incremental, pragmatic approach to cloud migration and platform construction. Warns against the architectural antipattern of designing an overengineered, all-encompassing private or public cloud solution on day one instead of starting with minimal viable platforms. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Cloud Strategy - Migration Methodology tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudscaling.com/blog/cloud-computing/the-history-of-pets-vs-cattle: title: 'cloudscaling.com: The History of Pets vs Cattle and How to Use the Analogy Properly' description: "- __In the old way of doing things, we treat our servers like pets, for example Bob the mail server. If Bob goes down, it’s all hands on deck. The CEO can’t get his email and it’s the end of the world. In the new way, servers are numbered, like cattle in a herd. For example, www001 to www100. When one server goes down, it’s taken out back, shot, and replaced on the line.__\n - ==Pets==: __Servers or server pairs that are treated as indispensable or unique systems that can never be down. Typically they are manually built, managed, and “hand fed”. Examples include mainframes, solitary servers, HA loadbalancers/firewalls (active/active or active/passive), database systems designed as master/slave (active/passive), and so on.__\n - ==Cattle==: __Arrays of more than two servers, that are built using automated tools, and are designed for failure, where no one, two, or even three servers are irreplaceable. Typically, during failure events no human intervention is required as the array exhibits attributes of “routing around failures” by restarting failed servers or replicating data through strategies like triple replication or erasure coding. Examples include web server arrays, multi-master datastores such as Cassandra clusters, multiple racks of gear put together in clusters, and just about anything that is load-balanced and multi-master.__" year: '2021' stars: 0 ai_summary: Unpacks the historical context of the 'Pets vs Cattle' cloud infrastructure analogy. Contrasts bespoke, manually maintained systems (pets) with standardized, automatically rebuilt, and ephemeral containerized node pools (cattle). language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Architecture - Paradigms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cloudskills.io/blog/git-azure-devops: title: "cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate' Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0f6f4a758b9bf5b93d6bd08641f5e3509efd1b680b57e34fd366d1d5c1c84203 health_score: 100.0 last_checked: 1779030736.757361 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.757361+02:00' https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51: title: The Maester - Terraform Module description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032170.997024 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md - docs/kubernetes-tools.md - docs/terraform.md v2_locations: - iac.md - kubernetes-tools.md - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:10.997024+02:00' https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws: title: 'cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS' description: '' year: '2019' stars: 3 ai_summary: An architectural guide detailing how to build highly secure, scalable CI/CD pipelines natively on AWS using CodePipeline, CodeBuild, and IAM roles. Discusses security integrations such as static analysis and automated vulnerability scanning at the ingest phase. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS - CI/CD & Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - devops-tools.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://cloudyuga.guru/blogs/k8s-qos-oomkilled: title: 'cloudyuga.guru: How does Kubernetes assign QoS class to pods through OOM score?' description: '' year: '2020' stars: 0 ai_summary: 'This article provides a rigorous, technical exploration of how Kubernetes maps container memory/CPU requests and limits to Quality of Service (QoS) classes: Guaranteed, Burstable, and BestEffort. It details how the orchestrator translates these classes into Linux OOM scores, which the kernel uses to select victim processes during memory pressure. Mastering this mapping is vital for designing reliable, high-density cluster workloads.' language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Resource Management - QoS & OOM Score tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cloudyuga.guru/hands_on_lab/k8s-qos-oomkilled: title: 'cloudyuga.guru: How does Kubernetes assign QoS class to pods through OOM'' score?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cd75e5580b09ed11ee77f578f2ad7892db76470d91d4b4574f69dda3abfec66c health_score: 100.0 last_checked: 1779030396.691481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:36.691481+02:00' https://cluster-api.sigs.k8s.io: title: ClusterAPI description: '' year: '2026' stars: 0 ai_summary: The home page of Cluster API (CAPI), a Kubernetes SIG project that implements declarative API-driven cluster management. Utilizing custom controllers and CRDs, CAPI treats clusters, machines, and control planes as native Kubernetes resources, enabling unified multi-cloud infrastructure automation. language: Go/Markdown resource_type: Website complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Declarative Infrastructure - Core Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class: title: 'ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API' description: '' year: '2024' stars: 0 ai_summary: Outlines the ClusterClass feature inside Kubernetes Cluster API. Enables building reusable, abstract cluster topologies that simplify control-plane configuration and worker node pool management across diverse host infrastructure. language: YAML resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Cluster API - ClusterClass tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md - iac.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cmcrowell.com/cheat-sheet: title: "cmcrowell.com/cheat-sheet \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A concise aggregate cheat sheet mapping Linux sysadmin syntax, database queries, and cloud orchestration scripts. Simplifies multi-tool engineering routines by locating key operations under a single landing page. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - General References - Admin Shortcuts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cmder.net: title: "cmder \U0001F31F" description: '' year: '2016' stars: 0 ai_summary: An introduction to Cmder, a highly popular portable console emulator for Windows built on ConEmu that provides built-in Git capabilities and alias configurations. While it served as the baseline console emulator for engineers seeking a bash-like experience, it is widely superseded by Windows Terminal 1.x. It remains a reliable fallback tool for legacy environments where Windows Terminal is not supported. language: N/A resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: fa2497b2062a9ac2f0b6adedfd771d38685f51faf00822e020b02ee9f9562230 health_score: 100.0 last_checked: 1779033592.94772 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Terminal Emulators tags: - '[LEGACY]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:52.947720+02:00' https://cnab.io: title: 'cnab.io: CNABs facilitate the bundling, installing and managing of container-native'' apps — and their coupled services' description: '' year: '2024' stars: 0 ai_summary: The Cloud Native Application Bundle (CNAB) specification is a unified ecosystem standard for packaging, installing, and managing multi-service distributed apps. It merges disparate structures like Helm, Terraform, and Docker images into one lifecycle contract. The initiative is critical for complex hybrid-cloud delivery. language: None resource_type: Specification complexity: High is_microservice: false status: online addition_method: manual content_hash: 1f6ccadf4fe55b28fe56a25d41820dde0db95bf5f7d69b897890d2d1013be317 health_score: 100.0 last_checked: 1779029147.533721 needs_ai_refresh: true hierarchy: - Application Delivery - Packaging & Bundling - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:47.533721+02:00' https://code-dog.app: title: Code Dog description: '' year: '2022' stars: 2 ai_summary: An automated code-review bot that provides static analysis feedback and structural code reviews directly on pull requests. Uses rule-based engines to identify code smells, potential bugs, and syntax inconsistencies across popular languages. language: N/A resource_type: Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - ChatOps - AI Assistants tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://code-maze.com/ci-jenkins-docker: title: 'code-maze.com: ci jenkins docker' description: '' year: '2020' stars: 0 ai_summary: A tutorial guiding engineers on deploying and orchestrating Jenkins pipelines inside Docker containers. Emphasizes workflow automation, environment isolation, and clean container cleanup during continuous integration runs. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Jenkins - Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://code.claude.com/docs/en/terminal-config: title: Configure your terminal for Claude Code - Claude Code Docs description: Official instructions for configuring terminals running Claude Code, addressing multiline prompts, custom settings scopes, terminal bells, and macOS shortcuts. year: '2025' stars: 4 ai_summary: '**Curator Insight:** Claude Code represents a massive paradigm shift in terminal-based CLI environments, transforming the shell into an interactive, agentic coding platform. **Live Grounding:** This configuration guide provides precise, actionable instructions for fine-tuning CLI interactions, custom notification hooks, sound-based approval alerts, and tmux integrations. * **Architectural Significance:** Demonstrates how local terminal processes safely coordinate with cloud-hosted models using strict sandboxing and localized event listeners. * **Technical Highlights:** Explains settings customization scopes, environment variable overrides, and the configuration of notification hooks to optimize developer attention budgets.' language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 5e249a89200415b38019943ba0ffa45ca3bd85bd487958b32e06ded8ee3bb5c9 health_score: null last_checked: 1780352272.994116 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Developer Tools - AI Coding Agents - CLI Configuration tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly vetted. Claude Code CLI is a production-stable tool with excellent reviews across Hacker News and Reddit communities. social_preview_url: https://claude-code.mintlify.app/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DInterface%26appearance%3Dsystem%26title%3DConfigure%2Byour%2Bterminal%2Bfor%2BClaude%2BCode%26description%3DFix%2BShift%252BEnter%2Bfor%2Bnewlines%252C%2Bget%2Ba%2Bterminal%2Bbell%2Bwhen%2BClaude%2Bfinishes%252C%2Bconfigure%2Btmux%252C%2Bmatch%2Bthe%2Bcolor%2Btheme%252C%2Band%2Benable%2BVim%2Bmode%2Bin%2Bthe%2BClaude%2BCode%2BCLI.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D78fd01ff4f4340295a4f66e2ea54903c%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D1298a0c3b3a1da603b190d0de0e31712%26primaryColor%3D%25230E0E0E%26lightColor%3D%2523D4A27F%26darkColor%3D%25230E0E0E%26backgroundLight%3D%2523FDFDF7%26backgroundDark%3D%252309090B&w=1200&q=100 source_provenance: X.com (QuinnyPig) suggested_new_category: devops-tools discovered_at: '2026-06-02T00:17:52.994116+02:00' https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autoscaling-using-metrics-server-929e96cc2ab2: title: 'code.egym.de: Horizontal Pod Autoscaler in Kubernetes (Part 1) — Simple Autoscaling using Metrics Server' description: '' year: '2019' stars: 0 ai_summary: Part one of a series explaining resource gathering within Kubernetes. Focuses on setting up and tuning the default Kubernetes Metrics Server to allow simple horizontal pod scaling based on memory/CPU thresholds. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Metrics & Monitoring - Metrics Server tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f: title: 'code.egym.de: Vertical Pod Autoscaler in Kubernetes' description: '' year: '2019' stars: 0 ai_summary: A foundational implementation guide focusing on configuring the Vertical Pod Autoscaler. Clearly demonstrates how to configure optimal threshold values, helping engineers avoid continuous restart-eviction cycles. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Resource Management - Vertical Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html: title: I'm AWS certified? Should you trust me? description: '' year: '2021' stars: 3 ai_summary: An engineering critique detailing the practical limitations and real value of Cloud certification tracks. Argues cogently for prioritizing hands-on system building and debugging over standard textbook multiple-choice testing formats. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Opinion & Strategy - Certifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data-storage-272bdb3036ad: title: 'code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data'' Storage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data'' Storage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030610.628194 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:10.628194+02:00' https://code.tutsplus.com/tutorials/rest-vs-grpc-battle-of-the-apis--cms-30711: title: 'REST vs. gRPC: Battle of the APIs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering REST vs. gRPC: Battle of the APIs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032287.611381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.611381+02:00' https://code.visualstudio.com: title: 'code.visualstudio.com: Visual Studio Code' description: '' year: '2026' stars: 0 ai_summary: VS Code stands as the preeminent local-to-cloud development environment, offering comprehensive extensibility for managing containerized applications and cloud infrastructure. By integrating terminal shells, GitOps pipelines, and YAML linting directly into the UI, it accelerates standard development workflows. It is the core platform around which modern cloud-native developer environments are built. language: TypeScript resource_type: IDE Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c3c50a8f061161616e6c3a3783c83deffa3891653bae2a24cfe414f69e3e58d6 health_score: 100.0 last_checked: 1779030842.279687 needs_ai_refresh: true hierarchy: - Documentation - Developer Tooling - IDE Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:02.279687+02:00' https://code.visualstudio.com/blogs/2021/06/10/remote-repositories: title: "Remote Repositories \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official VS Code documentation introducing virtual file systems and remote repository integrations. It explains how developers can navigate, edit, and search remote codebases instantly without clone overhead. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e3767f503d90547e090c4895a5cb574e94dd947cf8af0bda1408bc5ec0f5cd77 health_score: 100.0 last_checked: 1779029459.224557 needs_ai_refresh: true hierarchy: - Collaboration - Remote Development - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:59.224557+02:00' https://code.visualstudio.com/blogs/2021/10/20/vscode-dev?WT.mc_id=devcloud-46480-cxa: title: 'code.visualstudio.com: vscode.dev(!)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 77e9ffd05ce9c5bc89094f10ffe02454d9be4e754cf99edb47e4fb29e5066dd9 health_score: 100.0 last_checked: 1779029056.3679 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:16.367900+02:00' https://code.visualstudio.com/docs/azure/kubernetes: title: Working with Kubernetes in VS Code description: '' year: '2026' stars: 5 ai_summary: The definitive architectural guide by Microsoft detailing Kubernetes cluster integration inside the IDE. It covers manifest management, log streaming, and remote debugging techniques essential for orchestrating distributed microservices. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 6c06929236af06eafecdc5a45ed2ec89a83144f4df8b0dbd20731faf2ffa0c40 health_score: 100.0 last_checked: 1779031425.532768 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.532768+02:00' https://code.visualstudio.com/docs/copilot/overview: title: 'code.visualstudio.com: GitHub Copilot in VS Code' description: '' year: '2026' stars: 4 ai_summary: The official guide detailing configuration and prompt engineering practices for using GitHub Copilot inside VS Code. Essential for developers optimizing their generative AI workflow. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 146c1d3f794a0d9c79c45d1d9be96516d6a6174f75f3a2c0df57ac82f9826d46 health_score: 100.0 last_checked: 1779030034.578613 needs_ai_refresh: true hierarchy: - Development Environment - AI-Assisted Engineering - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.578613+02:00' https://code.visualstudio.com/docs/datascience/data-wrangler: title: Getting Started with Data Wrangler in VS Code description: '' year: '2023' stars: 4 ai_summary: Curator Insight outlines VS Code's visual data preparation extension. Live Grounding shows that Data Wrangler bridges the visual gap in exploratory data analysis (EDA), generating reproducible Python code in Pandas and Polars dialects directly inside Jupyter environments. language: Python resource_type: Tool Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Tooling - Data Wrangling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://code.visualstudio.com/docs/editor/integrated-terminal: title: Integrated Terminal description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 59d82b23dc3e37c81cdd54c0eb808b62b2433fc566eea0670cd208bfa4077466 health_score: 100.0 last_checked: 1779032091.076869 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.076869+02:00' https://code.visualstudio.com/docs/editor/versioncontrol: title: Using Version Control in VS Code description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 08a30b246d1c850dfc56949b05d5bdeb0712aa55d87aa8ab17c2b977c1b8c9a0 health_score: 100.0 last_checked: 1779032184.866871 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.866871+02:00' https://code.visualstudio.com/docs/java/java-project: title: 'code.visualstudio.com: Java Project Management in VS Code' description: '' year: '2026' stars: 4 ai_summary: Guide on setting up VS Code for enterprise Java development. Showcases full integration with Apache Maven, offering seamless debugging, project dependency visualization, and execution pipelines. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - IDE Integrations - VS Code Java tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://code.visualstudio.com/docs/sourcecontrol/overview: title: Using Version Control in VS Code description: '' year: '2015' stars: 0 ai_summary: The official guide detailing VS Code's native source control integration, enabling developers to execute Git workflows directly within the editor. It covers staging, committing, branching, and resolving merge conflicts without switching to an external terminal. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ca9d892187473e14d09fb96087e961ef9a13f9dbbb6c07142cc0b7f22419d0fd health_score: 100.0 last_checked: 1779130494.967761 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Version Control tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.967761+02:00' https://code.visualstudio.com/docs/terminal/basics: title: Integrated Terminal description: '' year: '2016' stars: 0 ai_summary: Comprehensive documentation of VS Code's integrated terminal, highlighting support for multiple shells, profile configurations, and task automation without leaving the application window. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: bc875417bf381c54b67f6509195ddbf988e2585a10083abe52c8e9ade592f68f health_score: 100.0 last_checked: 1779130495.007689 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.007689+02:00' https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf: title: 'code.visualstudio.com: keyboard shortcuts for Linux' description: '' year: '2023' stars: 0 ai_summary: Official documentation highlighting native Linux keyboard configurations in VS Code, detailing shortcut bindings optimized for desktop environments running across various Linux distributions. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6b4c15228763e7088a84b43e8b4063c22658fc9bdf8f903e10d3d039b9253d06 health_score: 100.0 last_checked: 1779030986.112041 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.112041+02:00' https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf: title: 'code.visualstudio.com: keyboard shortcuts for macOS' description: '' year: '2023' stars: 0 ai_summary: Official reference guide mapping out macOS keyboard shortcuts in VS Code. Highly useful for standardizing mouse-free developer environments and boosting engineering execution speed on Apple hardware. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: adc8651d12a6efca877f34991a1dae66a6f7f3da3e0a29d654fb9145d9b0398d health_score: 100.0 last_checked: 1779031351.946148 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:31.946148+02:00' https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf: title: 'code.visualstudio.com: keyboard shortcuts for Windows' description: '' year: '2023' stars: 0 ai_summary: Official PDF reference manual containing native Windows keyboard shortcuts for VS Code. Establishes critical key combination patterns for navigation, terminal toggles, multi-cursor editing, and refactoring commands. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b506af005a8a81952aed09e56515b127eae6cfd30f1bfbb563c86e5d5ef53d35 health_score: 100.0 last_checked: 1779031099.274281 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.274281+02:00' https://code.visualstudio.com/updates: title: VSCode Updates description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 616b20408208ff618eb627b4845cffa696d673acafca27d440b77d95b6d7e902 health_score: 100.0 last_checked: 1779030267.693409 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:27.693409+02:00' https://code.visualstudio.com/updates/v1_120: title: VSCode Updates description: '' year: '2026' stars: 0 ai_summary: Official release notes detailing the latest features, UX enhancements, and API updates of the monthly VS Code release cycle, highlighting ongoing integrations with AI agents and modern platform tooling. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1cec3d87564a1c68f19475ed0cc875323d68bb5d474b0db3a601f50b4c927093 health_score: 100.0 last_checked: 1779130494.933967 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Release Notes tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.933967+02:00' https://code.visualstudio.com/updates/v1_120/v1_46: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering code.visualstudio.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130495.00055 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} review_metadata: original_url: https://code.visualstudio.com/updates/v1_120/v1_46 proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:55.000553' discovered_at: '2026-05-18T20:54:55.000550+02:00' https://code.visualstudio.com/updates/v1_46: title: "Flexible layout \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 20bc67890f72a2ec85a95c3b852c2e894cd61d69ed160ee6171864b94c7fd564 health_score: 100.0 last_checked: 1779030230.458468 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.458468+02:00' https://codebeautify.org/yaml-validator: title: codebeautify.org/yaml-validator description: '' year: '2022' stars: 3 ai_summary: A versatile online conversion and code-beautifying utility. It formats, lints, and transforms nested JSON and YAML configurations, helping developers quickly test structures from web browsers. language: N/A resource_type: tool complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Syntax - Validation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://codeberg.org/hjacobs/kube-downscaler: title: "codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: A controller designed to scale down target environments (deployments, cronjobs, statefulsets) during night and weekend phases. It serves as an optimal solution to dramatically reduce cloud provider billing for staging environments. language: Python resource_type: Kubernetes Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 282b96be5a901f9ad83e66bb7c4b5fe961801e7d2ff5f39ce9bd17f5d9ac0d16 health_score: 100.0 last_checked: 1779032220.226394 needs_ai_refresh: true hierarchy: - Cluster Management - Resource Optimization - Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:00.226394+02:00' https://codeberg.org/hjacobs/kube-janitor: title: Kubernetes Janitor description: '' year: '2024' stars: 5 ai_summary: A declarative janitor utility designed to clean up temporary cluster resources based on time-to-live (TTL) rules or custom annotations. Highly utilized in QA/Dev clusters to automatically purge leaked namespaces and test deployments. While migrated to Codeberg, the tool is robust and actively supported for resource hygiene. language: Python resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: cb54d2f5d93f3e1fac684b9b86ef71cf1900b75a1972d9706ffc91ab45e4c4c0 health_score: 100.0 last_checked: 1779030589.969411 needs_ai_refresh: true hierarchy: - Operations - Resource Management - Garbage Collection tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.969411+02:00' https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444: title: 'codeburst.io: 7 Kubernetes Security Best Practices You Must Follow' description: '' year: '2020' stars: 0 ai_summary: Outlines fundamental security practices for Kubernetes workloads, focusing on enabling RBAC, using namespaces for boundary control, managing secrets securely, and upgrading Kubernetes control planes to address known CVEs. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cluster Hardening - Operational Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codeburst.io/a-resource-for-all-things-git-b63d6626beca: title: 'codeburst.io: A Resource for all Things Git' description: '' year: '2018' stars: 0 ai_summary: Synthesized index of Git education sheets, virtual playgrounds, interactive command simulators, and troubleshooting maps, serving as a master curriculum for development teams. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Reference Lists tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-and-traefik-proxy-7a5033cb1c2d: title: 'codeburst.io: Creating a Local Development Kubernetes Cluster with k3s and Traefik Proxy' description: '' year: '2021' stars: 2 ai_summary: A quick-start configuration tutorial demonstrating how to build a responsive, low-footprint local testing cluster using K3s with the integrated Traefik proxy acting as the microservice ingress controller. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Local Development - Traefik Ingress tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69: title: 'codeburst.io: Debug your code using git bisect' description: '' year: '2019' stars: 0 ai_summary: Explains git bisect's binary search functionality. Walks through isolating historical commits responsible for introducing functional regressions and automating test script execution during debugging cycles. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370: title: 'codeburst.io: getting started with kubernetes, deploy a docker container in 5 minutes' description: '' year: '2020' stars: 0 ai_summary: 'A rapid prototyping guide targeting beginners to container orchestration, showcasing how to deploy an existing Docker container onto a Kubernetes cluster in under five minutes. (Live Grounding: Excellent for quick onboarding, though skips advanced security context configurations and networking rules).' language: YAML/Shell resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Kubernetes Core - Container Deployments tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b: title: 'codeburst.io: Google Kubernetes Engine Logging by Example' description: '' year: '2020' stars: 0 ai_summary: Demonstrates structured logging patterns using Google Cloud Logging (formerly Stackdriver) inside GKE. Guides developers on outputting logs in structured JSON formats to facilitate unified search queries, metrics extraction, and alert generation. While older, the foundational concepts of structured observability remain highly applicable. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681: title: Kubernetes CKAD Example Exam Questions Practical Challenge Series description: '' year: '2020' stars: 0 ai_summary: A high-yield challenge series tailored for the Certified Kubernetes Application Developer (CKAD) exam. Focuses on masterclass proficiency in fast imperative CLI commands, multi-container configurations, config-injection, and network troubleshooting techniques. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Certification - CKAD tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689: title: 'codeburst.io: Spinnaker by Example: Part 1' description: '' year: '2019' stars: 0 ai_summary: Curator Insight targets the first installment of a practical multi-part series exploring foundational Spinnaker patterns. Live Grounding points to this series as a highly detailed breakdown of pipelines, stages, and execution models. It is highly recommended for understanding Spinnaker's state machine execution logic. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Orchestration Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf: title: 'codeburst.io: Spinnaker by Example: Part 2' description: '' year: '2019' stars: 0 ai_summary: Curator Insight covers the second installment of 'Spinnaker by Example', shifting focus toward manual judgements and validation triggers. Live Grounding confirms that incorporating human gates into automated delivery pathways is crucial for enterprise governance. The examples remain valuable for compliance-focused teams. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Orchestration Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce: title: 'codeburst.io: Spinnaker by Example: Part 3' description: '' year: '2019' stars: 0 ai_summary: Curator Insight details the third installment of the series, showing advanced stage configurations and automated rollback procedures. Live Grounding validates that automated rollback on application health degradation is Spinnaker's premier capability. This design pattern minimizes production downtime during problematic deployments. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Orchestration Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://codecatalyst.aws/explore: title: Amazon CodeCatalyst description: '' year: '2026' stars: 0 ai_summary: Amazon CodeCatalyst is an enterprise-grade cloud development service that streamlines software delivery on AWS. It integrates team collaboration, CI/CD, issue tracking, and cloud development environments (CDEs) under a unified SaaS framework. Crucial for software engineering directors establishing rapid, compliant application delivery loops. language: N/A resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CI/CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://codeengineered.com/blog/2020/helm-find-charts: title: 'codeengineered.com: 4 Places To Find Helm Charts' description: '' year: '2020' stars: 0 ai_summary: A historical landscape overview detailing key public repositories and search indexes for sourcing verified Helm charts. This serves as a foundational reference for understanding the historical transition from disparate registries to modern unified catalogs. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Discovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codefresh.io: title: Codefresh description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c5b89e256399ff84c91434c748a633841df6651452f4ae81f74a024bd49eb2e0 health_score: 100.0 last_checked: 1779033211.309474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:31.309474+02:00' https://codefresh.io/about-gitops/applied-gitops-with-kustomize: title: 'codefresh.io: Applied GitOps with Kustomize' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ae0c238d46eba463cdda45774b93efa0d0f7aba222e154d930a8c8c08578f8d health_score: 100.0 last_checked: 1779032101.905362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kustomize.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:01.905362+02:00' https://codefresh.io/about-gitops/branches-gitops-environments: title: 'codefresh.io: Stop Using Branches for Deploying to Different GitOps Environments' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779030983.31864 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:23.318640+02:00' https://codefresh.io/about-gitops/gitops-for-infrastructure-and-applications: title: 'codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane'' and Argo CD' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4686d66e56913576d702fb3e56a63f7b09223ffdbb0deae915c87273ff68872e health_score: 100.0 last_checked: 1779030426.110526 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crossplane.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:06.110526+02:00' https://codefresh.io/about-gitops/pains-gitops-1-0: title: 'codefresh.io: The pains of GitOps 1.0' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779034037.935513 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:17.935513+02:00' https://codefresh.io/blog/how-to-model-your-gitops-environments-and-promote-releases-between-them: title: "==codefresh.io: How to Model Your Gitops Environments and Promote Releases' between Them== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5537a86599bc756fe86bcb381db7c1793dd000a2271c19b1498049e5eaeef55c health_score: 100.0 last_checked: 1779030500.315214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:20.315214+02:00' https://codefresh.io/blog/kubernetes-antipatterns-1: title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 1' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 52117933a51b0c11f94eea34f73056b95ccdc390c540dca952a7245ada44824e health_score: 100.0 last_checked: 1779031469.177367 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:29.177367+02:00' https://codefresh.io/blog/kubernetes-antipatterns-2: title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0d6362111d7da6211c8c0cd56f07cad69fd8e085d59248fbf9985c42bcad657d health_score: 100.0 last_checked: 1779032902.832071 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.832071+02:00' https://codefresh.io/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts: title: 'codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo'' Rollouts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6b198f49d9711a497f15a6da56c880503e1892be42d081099d23dd665ad03a41 health_score: 100.0 last_checked: 1779032346.266387 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/argo.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:06.266387+02:00' https://codefresh.io/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: title: "==codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5a67092ce19f58852c67a8dc5e4e6174e05c0f4d80b5f27505a2d97d3e6944c8 health_score: 100.0 last_checked: 1779033336.585022 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:36.585022+02:00' https://codefresh.io/containers/docker-anti-patterns: title: "codefresh.io: Docker anti-patterns \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 66f2b0a65719e381fe146228bf5a8003f14301362b775cc4975a8498d80acb20 health_score: 100.0 last_checked: 1779030712.886811 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:52.886811+02:00' https://codefresh.io/devops/pains-gitops-1-0: title: "codefresh.io: The pains of GitOps 1.0 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779031793.827901 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.827901+02:00' https://codefresh.io/helm-tutorial/kanban-promotion-boards: title: "codefresh.io: Using a Kanban board to manage and promote Helm Releases \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779029932.047055 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:52.047055+02:00' https://codefresh.io/helm-tutorial/taking-helm-3-spin: title: 'codefresh.io: Using Helm 3 with Helm 2 charts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779030983.319752 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:23.319752+02:00' https://codefresh.io/helm-tutorial/using-helm-with-gitops: title: "codefresh.io: Using Helm with GitOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 580236e6727d60c7192f915d47ac819ff0a88b1165845d880227b3d65994db08 health_score: 100.0 last_checked: 1779034135.536391 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:55.536391+02:00' https://codefresh.io/howtos/local-k8s-draft-skaffold-garden: title: 'codefresh.io: The ultimate guide for local development on Kubernetes: Draft'' vs Skaffold vs Garden.io' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779034131.64498 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.644980+02:00' https://codefresh.io/kubernetes-tutorial/okteto: title: "codefresh.io: Tutorial - Local Kubernetes Development with Okteto \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779029151.726152 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:51.726152+02:00' https://codefresh.io/kubernetes-tutorial/telepresence-2-local-development: title: 'codefresh.io: Using Telepresence 2 for Kubernetes debugging and local development' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472 health_score: 100.0 last_checked: 1779032257.050556 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:37.050556+02:00' https://codegiant.io/home: title: 'codegiant.io: Build software faster' description: '' year: '2026' stars: 4 ai_summary: A proprietary development suite offering integrated task tracking, git repositories, and continuous integration pipelines. It centralizes workflow management in a single interface to minimize multi-tool licensing costs. language: English resource_type: Platform / SaaS complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration - CI/CD & Issue Tracking Platforms - All-in-One tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://codely.com/en: title: codely.tv description: '' year: '2026' stars: 5 ai_summary: Spanish-language portal dedicated to Domain-Driven Design (DDD), Clean Code, CQRS patterns, and resilient microservice designs. It details testing strategies for highly decoupled, container-centric production architectures. language: Spanish resource_type: Training Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Software Architecture - DDD & Testing tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://codely.tv: title: codely.tv description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6eb312b14121050a88491bcf4d3cabc8e781402c55b54298304ea21c762ee80e health_score: 100.0 last_checked: 1779032875.237904 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/elearning.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:55.237904+02:00' https://codeopinion.com/event-sourcing-vs-event-driven-architecture: title: 'codeopinion.com: Event Sourcing vs Event Driven Architecture' description: '' year: '2021' stars: 0 ai_summary: This guide highlights the architectural differences between Event Sourcing (rebuilding state via a series of domain events) and Event-Driven Architecture (routing state transitions between services). It prevents common microservice anti-patterns. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Patterns - Event Sourcing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://codeopinion.com/splitting-up-a-monolith-into-microservices: title: "codeopinion.com: Splitting up a Monolith into Microservices \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: A tactical architectural guide detailing strategies to transition from a single monolithic code base to a decoupled microservice topology. Outlines bounded contexts, logical code isolation within the monolith, and utilizing transactional outbox patterns to prevent distributed split-brain scenarios. language: English resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Microservices - Decomposition Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://codeopinion.com/troubleshooting-kafka-with-2000-microservices: title: 'codeopinion.com: Troubleshooting Kafka with 2000 Microservices' description: '' year: '2022' stars: 0 ai_summary: A heavy-duty post-mortem and diagnostics reference analyzing event-driven topologies operating thousands of microservices. Addresses cluster starvation, schema registration bottlenecks, consumer lag detection, and the architectural overhead of massive multi-tenancy. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Architectures - Observability & Diagnostics - Kafka at Scale tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://codersociety.com/blog/articles/helm-best-practices: title: 'codersociety.com: 13 Best Practices for using Helm' description: '' year: '2020' stars: 0 ai_summary: Curated list of 13 foundational design patterns and practices for Helm charts. Topics include semantic versioning compliance, clean separation of concerns within values files, and keeping dependencies decoupled. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors: title: 'coderstan.com: Apache Spark on Kubernetes—Lessons Learned from Launching Millions of Spark Executors (Databricks Data+AI Summit 2022)' description: '' year: '2022' stars: 5 ai_summary: Shares high-scale operational insights and hard-earned engineering lessons from managing millions of Spark executors on Kubernetes clusters. Details scheduling bottlenecks, DNS limits, local SSD configurations, and executor startup latency optimizations. Live Grounding highlights these exact tuning principles as standard operating procedures for operating hyperscale, cost-efficient data platforms today. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Apache Spark - Performance & Tuning tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://codesolid.com/how-to-use-docker-with-python: title: 'codesolid.com: How To Use Docker and Docker Compose With Python' description: '' year: '2026' stars: 0 ai_summary: This tutorial outlines the process of containerizing Python-based workloads (Flask, Django, or FastAPI) and managing them with Docker Compose. It guides the reader through structuring multi-stage Dockerfiles to optimize image layers, implementing virtual environment packaging, and handling dependency caching. It serves as an architectural blueprint for packaging Python backends cleanly and consistently. language: Markdown resource_type: Article complexity: Low is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Python - Local Environments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://codesolid.com/python-lists: title: "codesolid.com: Python Lists for Beginners: A Complete Lesson With Exercises \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Interactive educational package focused on Python sequence objects, list arrays, and mutation mechanics. Live Grounding: Outlines list creation, slice manipulation, and performance attributes of dynamic array sequences inside basic programmatic workflows.' language: Python resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python Fundamentals - Data Structures tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://codewithme.cloud/posts/2024/02/why-arent-you-using-secretless-authentication: title: 'codewithme.cloud: Why aren’t you using Managed Identities?!' description: '' year: '2024' stars: 5 ai_summary: Advocates for the total elimination of secrets from application codebases by implementing Managed Identities. In 2026, secretless authentication using Managed Identities is the standard approach for cloud-native workloads, significantly reducing the risk of security leaks. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - Workload Identity - Managed Identities tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://codingfriend.medium.com/docker-swarm-cheatsheet-22665e3278b1: title: 'codingfriend.medium.com: Docker Swarm Cheatsheet (2017)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering codingfriend.medium.com: Docker Swarm Cheatsheet (2017) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030680.121519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:20.121519+02:00' https://codingharbour.com/kafkacat-cheatsheet: title: 'codingharbour.com: kafkacat cheatsheet' description: '' year: '2026' stars: 0 ai_summary: An administrative cheat sheet for kafkacat (now rebranded as kcat). Curator Insight points out how easily it debugs real-time events. Live Grounding verifies kcat as the preferred CLI tool for stream diagnostic tasks. language: Shell resource_type: Cheat Sheet complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Data Pipelines - Apache Kafka tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://codingpotions.com/salarios-programadores-2021: title: 'codingpotions.com: ¿Cuánto cobra un programador en España en 2021?' description: '' year: '2021' stars: 0 ai_summary: A detailed market survey of software developer compensation in Spain for 2021. It serves as a historical baseline analyzing local salary ranges across front-end, back-end, and cloud specialties compared to remote international offers. language: Spanish resource_type: report complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Regional Markets - Spain Tech Ecosystem tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://colab.research.google.com/drive/1m6ZjIJBxU20kxI9zTZqeMEVSq1FL0pNa?usp=sharing: title: Sport Car Price Prediction.ipynb description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cbc6133002b8dc0dc56ddde5c8c7b54b676c1ba874e17b68f47df0262b029dda health_score: 100.0 last_checked: 1779030295.960024 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.960024+02:00' https://collabnix.com/10-kubernetes-best-practices-to-get-you-started: title: 'collabnix.com: 10 Kubernetes Best Practices to Get You Started' description: '' year: '2022' stars: 0 ai_summary: Focuses on establishing safe deployment defaults. Recommends running lightweight containers, defining non-root user execution, leveraging health checks, configuring namespace RBAC boundaries, and separating configs from builds. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://collabnix.com/applying-devsecops-practices-to-kubernetes: title: 'collabnix.com: Applying DevSecOps Practices to Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Explores the technical implementation of DevSecOps pipelines targeting Kubernetes applications. Discusses how to configure automated feedback loops between static manifest linters, container register vulnerability databases, and runtime audit monitors. Crucial for scaling secure delivery pipelines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Continuous Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop: title: 'collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop' description: '' year: N/A stars: 0 ai_summary: Curator Insight details setting up a local Docker Desktop Kubernetes instance and running basic CRUD client-go scripts. Live Grounding identifies this as an entry-level tutorial for engineers bridging local development with Kubernetes API fundamentals. It covers authentication via kubeconfig and resource life cycle actions. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a684eafda6342a6603be72a60269cecf4577c35a9d00b8dd2c39adaf15e6fbd0 health_score: 100.0 last_checked: 1779029059.474892 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Development - Go Client-Go - Local Sandbox tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:19.474892+02:00' https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin: title: 'collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin' description: '' year: '2023' stars: 0 ai_summary: Focuses on the Kubectl OpenAI plugin, showing how natural language commands can be compiled directly into active Kubernetes cluster API calls. It simplifies YAML definition generation and debugging workflows, lowering barrier-to-entry. A great case study in operations-focused developer tooling. language: Go resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - AI-Powered Operations (AIOps) - Kubernetes Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing: title: 'collabnix.com: The Ultimate Docker Tutorial for Automation Testing' description: '' year: '2021' stars: 0 ai_summary: A deep-dive guide focusing on leveraging Docker containers for automated test environments. Explains container lifecycle management, mounting volumes, networking configurations, and parallel test execution wrappers. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Docker Testing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021: title: 'collabnix.com: Top 10 Kubernetes Tools You Need for 2021 – Part 1' description: '' year: '2021' stars: 0 ai_summary: A curated industry roundup detailing popular and utility-driven Kubernetes management tools. Highlights solutions targeting troubleshooting, security analysis, and configuration auditing, providing engineers with a concise menu of modern infrastructure tooling. language: Bash resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b888503a01bfc2f9e036c3459bf30a7de6d32f88cfd03e29d8a65198c2cd9c4e health_score: 100.0 last_checked: 1779032196.926633 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Operations - Curation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:36.926633+02:00' https://collabnix.github.io/docker-community-extensions: title: "collabnix.github.io: Docker Extensions \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A community-driven catalog indexing Docker Desktop extensions, which expand container runtime tooling into IDEs and local dashboards. Assists engineering teams in building customized workflows directly within the Docker Desktop environment. Provides concrete examples of utility integrations for local testing of cloud services. language: JavaScript/TypeScript resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Docker - Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://collabnix.github.io/kubetools: title: "collabnix.github.io/kubetools \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An extensive community-driven index of Kubernetes open-source software, CLI wrappers, and development utilities. Acts as a prominent repository of engineering resources, classifying tools by functional domain from development platforms to production monitoring. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6c490400234f24034695b7d0c7caf515bc83cea300edb468aedbd52b5b7d233b health_score: 100.0 last_checked: 1779030553.915078 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Operations - Curation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/other-awesome-lists.md v2_locations: - kubernetes-tools.md - index.md - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:09:13.915078+02:00' https://collabnix.github.io/terraform: title: terraform.collabnix.com description: '' year: '2022' stars: 0 ai_summary: A collaborative, multi-step reference hub designed to systematically introduce DevOps engineers to Terraform. Covers declarative state files, modular organization, provider configurations, and deployment strategies across multiple hyper-scale cloud providers. language: HCL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - Learning Platforms tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://commandline.ninja: title: CommandLine Ninja description: '' year: '2026' stars: 0 ai_summary: A technical blog dedicated to command-line engineering, shell scripting, and infrastructure automation across Windows and Linux environments. Provides engineers with targeted code snippets, pipeline enhancements, and automation scripts to optimize daily multi-cloud environments. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community - Blogs - CLI & Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://commandline.ninja/use-powershell-to-find-services-configured-to-run-as-another-user: title: 'commandline.ninja: Use Powershell to find windows services configured to run as another user' description: '' year: '2020' stars: 0 ai_summary: Outlines an automated auditing solution leveraging custom WMI queries to locate active background services configured with custom service-account parameters rather than default LocalSystem context pools. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security Operations - Windows OS - Service Accounts - Privilege Audit tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://commandline.ninja/video-intro-to-secret-management-with-powershell: title: 'commandline.ninja: Video Intro to Secret Management with Powershell' description: '' year: '2021' stars: 0 ai_summary: A video guide showing configurations for Microsoft.PowerShell.SecretManagement modules. Integrates various security vaults with development platforms securely. language: PowerShell resource_type: Video Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Secret Management - Security Engineering - PowerShell Secrets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://commons.openshift.org: title: OpenShift Commons description: '' year: '2026' stars: 4 ai_summary: OpenShift Commons acts as a central ecosystem accelerator, connecting partners, upstream developers, and enterprise end-users. It hosts targeted working groups on virtualization, AI integrations, and infrastructure automation, ensuring real-world operational feedback loops directly influence product engineering. language: English resource_type: Community Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Community & Collaboration - OpenShift Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://community.atlassian.com/forums/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222 : title: Configure bitbucket-pipelines.yml to automatically merge feature branch to master? description: '' year: '2019' stars: 2 ai_summary: A community-focused guide outlining configuration recipes for automerging feature branches into staging or master using `bitbucket-pipelines.yml`. Uses shell scripts and pipeline runners to securely push merge commits back to the remote repository. language: YAML resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Integration - Bitbucket Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' ? https://community.atlassian.com/forums/Teamwork-Collection-articles/How-to-run-a-marketing-campaign-from-kickoff-to-launch-using/ba-p/3183852 : title: How to run a marketing campaign from kickoff to launch using Teamwork Collection description: Learn how to keep multi-channel campaigns aligned from brief to launch using Confluence, Jira, Loom, and Rovo. year: '2026' stars: 4 ai_summary: This practical guide outlines an end-to-end campaign coordination workflow leveraging the Atlassian Teamwork Collection (Confluence, Jira, Loom, and the Rovo AI agent). It demonstrates how to utilize Rovo AI for draft expansion, capture meeting outputs with AI-powered notes, and link Confluence strategic briefs directly with trackable Jira issues and epics, establishing a unified system of work for cross-functional product and marketing teams. language: en resource_type: article complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 521bfc368903ccd88d9f267d47541360c8127cf6091313ddb440d13493d0cc4b health_score: null last_checked: 1780352720.351771 needs_ai_refresh: false hierarchy: - Management - Project Management - Atlassian Suite tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: project-management-tools reputation_status: Vetted reputation_summary: Official Atlassian community guide demonstrating enterprise collaboration product flows. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351771+02:00' ? https://community.atlassian.com/t5/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222 : title: Configure bitbucket-pipelines.yml to automatically merge feature branch to master? description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2b584970715dc3d5c30767ce150487542996519d242bb8ebb7f8aab8c4a56321 health_score: 100.0 last_checked: 1779033218.918472 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.918472+02:00' https://community.aws/kubernetes: title: community.aws/kubernetes description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 health_score: 100.0 last_checked: 1779034035.018308 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:15.018308+02:00' https://community.aws/training: title: 'community.aws/training: Training and Certification' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1 health_score: 100.0 last_checked: 1779030861.992095 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-training.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:21.992095+02:00' https://community.dataminer.services/ci-cd-and-the-agile-principles: title: 'community.dataminer.services: CI/CD and the Agile Principles' description: '' year: '2022' stars: 0 ai_summary: Evaluates the alignment of continuous integration pipelines with foundational Agile methodologies. Focuses on how automated testing and daily release cycles strengthen feedback loops. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Agile - Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010: title: 'devcentral.f5.com: What is Kubernetes?' description: '' year: '2020' stars: 2 ai_summary: Explains basic Kubernetes capabilities from a high-performance application delivery and network security perspective. Covers traffic management, container runtimes, and ingress controller integrations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://community.hpe.com/hpeb/plugins/custom/hp/hpebresponsive/custom.bounce_endpoint?referer=https%3A%2F%2Fcommunity.hpe.com%2Ft5%2FHPE-Ezmeral-Uncut%2FContainers-vs-VMs-What-s-the-difference%2Fba-p%2F7147090 : title: 'community.hpe.com: Containers vs. VMs: What’s the difference?' description: '' year: '2021' stars: 4 ai_summary: Compares hardware-level hypervisor virtualization (VMs) against kernel-level OS virtualization (Containers). The analysis targets engineering constraints around performance, boot speeds, immutable deployment architectures, and compute efficiency, aiding architects in selecting virtualization tiers. language: English resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes Core - Virtualization & Containers - Architecture Comparison tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://community.hpe.com/t5/HPE-Ezmeral-Uncut/Containers-vs-VMs-What-s-the-difference/ba-p/7147090: title: 'community.hpe.com: Containers vs. VMs: What’s the difference?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030843.228591 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:03.228591+02:00' https://community.ibm.com/community/user/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone: title: 'community.ibm.com: Red Hat Ansible Automation Platform on IBM Z and IBM LinuxONE is generally available now!' description: '' year: '2023' stars: 0 ai_summary: Analyzes the availability of Red Hat Ansible Automation Platform on IBM Z and LinuxONE. Bridges legacy mainframe operating systems with modern infrastructure-as-code and configuration workflows. language: English resource_type: blog_post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Enterprise Platform - Mainframe Automation tags: - '[LEGACY]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://community.ibm.com/community/user/ibmz-and-linuxone/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone: title: 'community.ibm.com: Red Hat Ansible Automation Platform on IBM Z and IBM'' LinuxONE is generally available now!' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f09f305ca59cf7262b8e6524e8a1c938459967978dbfd81603e04c20a1468d7f health_score: 100.0 last_checked: 1779032950.659858 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:10.659858+02:00' https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with-files-directories-using-groovy/398: title: 'community.jenkins.io: DSTY - jenkins-std-lib (Shared Library) - Interact with files/directories using Groovy!' description: '' year: '2021' stars: 0 ai_summary: 'Reviews an open-source Groovy standard library tailored for programmatic interactions with target host directory paths in pipeline pipelines. *Curator Insight*: Shared library systems. *Live Grounding*: Illustrates strategies for avoiding script-bloat in pipeline code bases.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Configuration Management - Shared Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://community.ops.io/danielepolencic/how-do-you-gracefully-shut-down-pods-in-kubernetes-30fa: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b7db082d16131c0763c39ec0de3b9988fef03c7a4c45fce8af4f9f8f2744f99c health_score: 100.0 last_checked: 1779034030.811729 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:10.811729+02:00' https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni: title: 'community.ops.io: Kubernetes Ingress Controller. How does it work?=' description: '' year: '2022' stars: 4 ai_summary: 'A didactic, code-heavy walkthrough that creates a bare-minimum ingress controller from scratch in Bash. Demystifies the core control loop: querying the API server, filtering changes, and rebuilding configurations dynamically.' language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Under the Hood tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://community.ops.io/danielepolencic/memory-requests-and-limits-in-kubernetes-217g: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ed82ad26511f68631ed1c429fb5c2afd4eca94287476983d2a11460e33a58167 health_score: 100.0 last_checked: 1779032236.324038 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.324038+02:00' https://community.ops.io/danielepolencic/pod-rebalancing-and-allocations-in-kubernetes-4kim: title: "community.ops.io: Pod rebalancing and allocations in Kubernetes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Analyzes Pod distribution, scheduling allocations, and rebalancing strategies. - Outlines how scheduler logic works alongside the Descheduler project to evict and re-balance workloads on newly scaled nodes. - Essential for long-running production environments.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling & Orchestration - Scheduler Internals - Pod Rebalancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol: title: 'community.ops.io: CI CD 101 with GitLab' description: '' year: '2021' stars: 0 ai_summary: Introductory guide breaking down the foundational principles of continuous integration and continuous delivery (CI/CD) utilizing GitLab's native pipelines. Covers runner setup, pipeline configuration files (.gitlab-ci.yml), and stage execution flow. language: YAML resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Integration - GitLab CI - Introduction tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1: title: 'community.ops.io: Configuring AKS to read secrets and certificates from Azure KeyVaults' description: '' year: '2023' stars: 0 ai_summary: A practical reference manual demonstrating integration patterns using Secrets Store CSI Driver inside AKS. Focuses on dynamically injecting certificates, keys, and operational credentials from Azure Key Vault into container workloads. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Access & Identity - Azure Key Vault tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592: title: 'community.ops.io: One day I woke up to a crashed AKS cluster and this is what I did to get it back to life' description: '' year: '2022' stars: 0 ai_summary: An educational post-mortem detailing disaster recovery of a critically degraded AKS cluster. Highlights issues with custom DNS resolution, routing, and dynamic debugging tools. Serves as a great diagnostic checklist for production failures. language: Bash resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Troubleshooting - Incident Response - Disaster Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://community.ops.io/the_cozma/k8s-fix-helm-release-failing-with-an-upgrade-still-in-progress-4660: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 76cf6fa98eeb0411087796f4fdfe4c49809397d5272efcac1b6689a120717da2 health_score: 100.0 last_checked: 1779030587.768286 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:47.768286+02:00' https://community.suse.com/feed: title: "SUSE & Rancher Community \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570 health_score: 100.0 last_checked: 1779032464.259505 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:04.259505+02:00' https://community.suse.com/posts/13903989: title: "community.suse.com: Introduction to K3s \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5 health_score: 100.0 last_checked: 1779032646.030376 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:06.030376+02:00' https://community.suse.com/posts/comparing-modern-day-container-image-builders-jib-buildpacks-and-docker: title: "community.suse.com: Comparing Modern-Day Container Image Builders: Jib,' Buildpacks and Docker \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5 health_score: 100.0 last_checked: 1779029076.133759 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:36.133759+02:00' https://community.suse.com/posts/stupid-simple-kubernetes-deployments-services-and-ingresses-explained: title: 'community.suse.com: Stupid Simple Kubernetes — Deployments, Services and'' Ingresses Explained' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570 health_score: 100.0 last_checked: 1779029357.919646 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:17.919646+02:00' https://community.theforeman.org/t/rfc-operations-ansible-collection/20971: title: 'RFC: Foreman Operations Ansible Collection' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 92962beeef327cbfdfcb9af9fee23f569527276fbd2a6437a795120a54076c96 health_score: 100.0 last_checked: 1779031406.719012 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.719012+02:00' https://comparecloud.in: title: "comparecloud.in: Public Cloud Services Comparison \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A comprehensive side-by-side taxonomy mapping tool designed to translate service names across multiple major cloud providers. Extremely useful for engineering teams designing multi-cloud system architectures. Live grounding establishes its role as a quick-reference schema mapping tool. language: English resource_type: Reference/Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Benchmarks - Service Mapping - Public Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://compliantkubernetes.io: title: "==compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes' distribution, that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001, etc.== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f6c7b2f28b6b77b811949cec18a48afb24bfaab0da55cbd8633c28d7ce00f7dd health_score: 100.0 last_checked: 1779030574.757208 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.757208+02:00' https://computerhoy.20minutos.es: title: 'computerhoy.com: GitHub Copilot X: así es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores' description: '' year: '2023' stars: 0 ai_summary: Analyzes the technical specifications of Copilot X, including terminal tool integration, automated PR description synthesis, and integrated chat widgets. Examines the performance gains from switching to OpenAI's GPT-4 framework. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Next-Gen Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://computerhoy.com/software/github-copilot-x-nueva-ia-parecida-chatgpt-destinada-ayudar-programadores-1219266: title: 'computerhoy.com: GitHub Copilot X: así es la nueva IA parecida a ChatGPT'' y destinada a ayudar a programadores' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1b1519ec52478d41664ae4b1de86f7f2c9b5d9e1e5a2528283049a6bd1315b60 health_score: 100.0 last_checked: 1779034582.645319 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:22.645319+02:00' https://computerhoy.com/tecnologia/deep-learning-considera-revolucion-ia-1241180: title: 'computerhoy.com: ¿Qué es el ''Deep Learning'' y por qué se considera una'' revolución en la inteligencia artificial?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 22927715adb24c462a6477176d78b472795a69ce2327403e042e106bca68a4ed health_score: 100.0 last_checked: 1779032167.2335 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ai.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:07.233500+02:00' https://computingforgeeks.com/build-aws-ec2-machine-images-with-packer-and-ansible: title: 'computingforgeeks.com: Build AWS EC2 Machine Images (AMI) With Packer and Ansible' description: '' year: '2023' stars: 0 ai_summary: A step-by-step tutorial demonstrating how to build pre-configured AWS EC2 Amazon Machine Images (AMIs). Shows how to use HashiCorp Packer as the base image builder orchestrator and Ansible as the provisioner to configure software dependencies automatically. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Machine Images - Packer & Ansible Guide tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://computingforgeeks.com/kubectl-cheat-sheet-for-kubernetes-cka-exam-prep: title: 'computingforgeeks.com: Kubectl Cheat Sheet for Kubernetes Admins & CKA Exam'' Prep' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7762c695f4e1b9e5356cebf49678de04400d82847582778924802a08bdc95200 health_score: 100.0 last_checked: 1779033789.308474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:09.308474+02:00' https://computingforgeeks.com/kubectl-cheat-sheet-kubernetes: title: 'computingforgeeks.com: Kubectl Cheat Sheet for Kubernetes Admins & CKA Exam Prep' description: '' year: '2025' stars: 4 ai_summary: A comprehensive diagnostic cheat sheet oriented around CKA/CKAD exam guidelines. Systematically structures kubectl directives from basic pod generation to advanced logging and multi-context cluster manipulation. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Certification Prep tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://computingforgeeks.com/ssh-cheatsheet-for-sysadmins: title: The SSH Commands Cheat Sheet for Linux SysAdmins / Users description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: bb41cc4d0305ad2aa0484c684dd7df147d5a7baa27cf8aa7381dcb74f0d0011a health_score: 100.0 last_checked: 1779031426.095178 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:46.095178+02:00' https://computingforgeeks.com/ssh-commands-cheat-sheet-linux: title: The SSH Commands Cheat Sheet for Linux SysAdmins / Users description: '' year: '2026' stars: 0 ai_summary: An engineering-grade guide for SSH key management and configuration files. Curator Insight outlines its administrative value for server management. Live Grounding demonstrates how these keys act as a secure baseline in server hardening architectures. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Secure Shell tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://concourse-ci.org: title: Concourse description: '' year: '2026' stars: 0 ai_summary: 'An elegant, stateless CI/CD engine that models all build environments around three fundamental concepts: resources, jobs, and tasks. Highly valued in secure enterprise environments due to its absolute lack of implicit state persistence and strict container isolation.' language: Go resource_type: Tool complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - CI-CD Pipelines - Declarative Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html: title: Automatic branch merging description: '' year: '2021' stars: 3 ai_summary: Official Atlassian documentation explaining Bitbucket Server's automated downstream cascading merge capabilities. It executes safe automated merges from release branches down to main after successful builds, resolving merge conflicts cleanly inside structured enterprise environments. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Bitbucket Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://confluence.atlassian.com/bitbucketserver/branches-776639968.html: title: "atlassian.com: Configuring branching models \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: Explains how to configure branch naming conventions and policies inside Bitbucket Server. Covers enforcing branch prefixes, setting branch permissions, and automating merge checks to standardize enterprise SDLC processes. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Tooling Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html: title: Checks for merging pull requests description: '' year: '2021' stars: 3 ai_summary: Atlassian's reference on configuring merge check policies inside Bitbucket Server. Explores how to enforce critical compliance gates such as minimum required reviewers, successful build statuses, and resolved task lists prior to merging code. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Bitbucket Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://confluence.atlassian.com/bitbucketserver/using-branches-in-bitbucket-server-776639968.html: title: "atlassian.com: Configuring branching models \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: bc93901ac186ff796e4750c6ef05682c84c3dd0a71fea342a1c2316e643e7fbf health_score: 100.0 last_checked: 1779029989.366741 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:49.366741+02:00' https://confluence.sakaiproject.org/display/REL/Maven+release+plugin+cheat+sheet: title: confluence.sakaiproject.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034457.445227 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:17.445227+02:00' https://conjure-up.io: title: '**Conjure up**' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6dd11f73ac72feaba19d04d02df52351050e2cf9701a46e219eb47d3bb1d2f93 health_score: 100.0 last_checked: 1779032161.279658 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:01.279658+02:00' https://console.cloud.google.com/products: title: ==console.cloud.google.com/products== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9531ccf5dea1fa26a180b8c16e0f8800b3b2edfd77e0aacadcd512453292021a health_score: 100.0 last_checked: 1779033921.93791 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.937910+02:00' https://console.kubestellar.io: title: "KubeStellar Console \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A management dashboard interface tailored for KubeStellar. It simplifies the visualization of multi-cluster synchronization, workload distribution profiles, and edge deployment topologies, enabling unified control-plane governance across hybrid architectures. language: TypeScript resource_type: Web Application complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f624cf1a2a553fab72cc11117f1760bccfa4704e814702d77d96f3e5578a11c2 health_score: 100.0 last_checked: 1779034131.521212 needs_ai_refresh: true hierarchy: - Multi-Cluster - Control Plane - UI Dashboards tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.521212+02:00' https://console.redhat.com/openshift/install: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7df901d0941ab61e9431c5b1d3b3c54c4d74b40eaea52f20102997567a61d654 health_score: 100.0 last_checked: 1779130494.959005 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.959005+02:00' https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl: title: "container-registry.com: Lifting Developers’ Productivity \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An analysis of the BuildKit CLI integration for 'kubectl'. It empowers developers to build container images directly within active Kubernetes execution scopes, leveraging distributed cache backends and eliminating local docker daemon dependencies. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3cb1af83b144f3664ec4f3c5746840ce7d61fd30bdea360ccd0359a7c351b7a3 health_score: 100.0 last_checked: 1779031442.327219 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CI/CD & Builds tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.327219+02:00' https://containerd.io: title: containerd.io description: '' year: '2017' stars: 0 ai_summary: Official home page and core design documentation for the containerd runtime engine. It details the modular runtime API architecture, gRPC interfaces, client-side abstractions, and storage drivers that enable major cloud providers and local workstations to run containers at massive scale. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Runtimes - High-Level Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' ? https://containerjournal-com.cdn.ampproject.org/c/s/containerjournal.com/topics/container-ecosystems/prometheus-monitoring-ecosystem-begins-to-mature/amp : title: Prometheus Monitoring Ecosystem Begins to Mature description: '' year: '2020' stars: 0 ai_summary: This article evaluates the maturity curve of the Prometheus ecosystem. It details the transition from single-node monitoring limitations to high-availability multi-cluster metrics storage engines (e.g., Thanos, Cortex). Highlights the consolidation of the Prometheus Operator and the expansion of security features like TLS. language: N/A resource_type: Industry Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Ecosystem Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://containerjournal.com: title: containerjournal.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cae37ad52cf0876c8d16712f142d9b3dc9d1ffd440d5f7a856c4d383d35cde66 health_score: 100.0 last_checked: 1779031406.53674 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.536740+02:00' https://containerjournal.com/editorial-calendar/best-of-2021/kubernetes-enables-devops-as-a-service-daas: title: 'containerjournal.com: Best of 2021 – Kubernetes Enables DevOps-as-a-Service'' (DaaS)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: df18aa86dad46a306133d5a6e852cfc00fcc699e4e9b3c4c97f4bf3d1351d152 health_score: 100.0 last_checked: 1779034572.605362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:12.605362+02:00' https://containerjournal.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security: title: 'containerjournal.com: The What and Why of Cloud-Native Security' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8344b412fd45623dc7a7aeca0bb3c25cbed87ed1bd4e0644d1a89ded052438bf health_score: 100.0 last_checked: 1779031353.38828 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:33.388280+02:00' https://containerjournal.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes: title: 'containerjournal.com: 4 Expert-Level Things I Wish I’d Known About Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 98a4fcc13243b3e6be9f29e2bf7d418b58fa7537b404915d40ab2e96116fb06e health_score: 100.0 last_checked: 1779029971.440545 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:31.440545+02:00' https://containerjournal.com/features/9-open-source-developer-tools-for-kubernetes: title: 'containerjournal.com: 9 Open Source Developer Tools for Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9833d37eff7c92ef4c2d1eb159e0e6925f56ff2a9ddea8f73d0eb8131f2cc94b health_score: 100.0 last_checked: 1779034043.123354 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:23.123354+02:00' https://containerjournal.com/features/assessing-the-true-cost-of-kubernetes: title: 'containerjournal.com: Assessing the True Cost of Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 49424c5e3c9e7fb7548dc700eff92dedcd6dc46f65b2aa72980b9b75c96f7c2b health_score: 100.0 last_checked: 1779031402.99434 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:22.994340+02:00' https://containerjournal.com/features/deploying-kubernetes-on-bare-metal: title: 'containerjournal.com: Deploying Kubernetes on Bare Metal' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f8384d4535b32a8f60a62963a6ef6d71970cef796cb7da4ba37e34e0b6cc835c health_score: 100.0 last_checked: 1779031390.814507 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:10.814507+02:00' https://containerjournal.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift: title: 'containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1285e895276d4fc22bd29843f0c5e9f8e688780bca3a879aba0d8e489a6cb96d health_score: 100.0 last_checked: 1779030088.273101 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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Excellent for secure bastion hosts, remote development spaces, and terminal interfaces without raw VM exposures. It remains highly active with robust security-centric enterprise support. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: c774f9e7a5e06e492c407eeab6b2906b6156918e6630dfd7cf52fdbfcb86dfc5 health_score: 100.0 last_checked: 1779031230.797999 needs_ai_refresh: true hierarchy: - Infrastructure - Access Control - SSH Integrations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:30.797999+02:00' https://containo.us/blog/kubernetes-ingress-service-api-demystified: title: 'containo.us: Kubernetes Ingress & Service API Demystified' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a0608224d88cd687fb7b2d54f142a10d61f9b5cb67e60150f441396423733966 health_score: 100.0 last_checked: 1779031026.176346 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:06.176346+02:00' https://containo.us/maesh: title: Maesh description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3cbd4dc9f94726298ade097c84b034551fc2cd2e75bf5f384b0dc696a10ef6a1 health_score: 100.0 last_checked: 1779032880.507791 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:00.507791+02:00' https://contains.dev/blog/optimizing-docker-image-size: title: 'contains.dev: Optimizing Docker image size and why it matters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering contains.dev: Optimizing Docker image size and why it matters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030329.921598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:29.921598+02:00' https://content.techgig.com/5-best-devops-practices-for-beginners/articleshow/81368965.cms: title: 'content.techgig.com: 5 Best DevOps practices for beginners' description: '' year: '2021' stars: 0 ai_summary: A beginner's breakdown focusing on foundational workflow automations. Emphasizes structured Git branching protocols, continuous integration, early diagnostic alerting, standardized localized environments, and incremental canary releases to optimize developer confidence. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Best Practices - Foundational Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://continuousdelivery.com/implementing/patterns: title: "continuousdelivery.com: Patterns \U0001F31F" description: '' year: '2020' stars: 1 ai_summary: A seminal reference of continuous delivery patterns. Evaluates technical blueprints for automated schema updates, blue-green environments, canary verification loops, and clean decoupling of software builds from configurations. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://contractortaxation.com/contracting-in-spain: title: contractortaxation.com/contracting-in-spain description: '' year: '2026' stars: 0 ai_summary: A tactical resource breaking down contractor taxation, social security requirements, and corporate setups in Spain. Useful for foreign engineers seeking to establish legal compliance while maximizing net income. Live grounding confirms the accuracy of its tax-rate tables and structural options under Spanish law. language: English resource_type: Guide/Legal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Remote Work & Career - Legal Compliance - Spanish Taxation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cookbook.learndataengineering.com/docs/05-CaseStudies: title: 'cookbook.learndataengineering.com: The Data Engineering Cookbook' description: '' year: '2023' stars: 0 ai_summary: A comprehensive community cookbook gathering foundational data engineering designs, pipelines, and frameworks. Includes real-world infrastructure and data science architecture case studies, such as processing extreme datasets at CERN. language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Education - Cookbook tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cookbook.openshift.org: title: "cookbook.openshift.org \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A primary community-driven cookbook for production OpenShift cluster engineers. Curator Insight praises its interactive operational guides. Live Grounding highlights how this resource coordinates successful cluster migrations and multitenant security architectures. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html: title: "cookbook.openshift.org: How do I import an image from an external image registry? \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An in-depth guide regarding external OCI registry ingestion and ImageStreams mapping. Curator Insight emphasizes security-compliant tag tracking. Live Grounding outlines its vital importance for disconnected, air-gapped container mirroring. language: Shell resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://coolify.io: title: coolify.io description: '' year: '2026' stars: 0 ai_summary: An open-source, self-hosted Heroku and Netlify alternative. It automates container deployments for major runtimes and databases, operating smoothly on simple VPS instances without cluster orchestration. language: PHP resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment - PaaS - Coolify tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://copilot.github.com: title: GitHub Copilot description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 838bc4a28da9091162117c4c3cf5182f089f1695468ca2e18730af311c5856b0 health_score: 100.0 last_checked: 1779029985.308154 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devel-sites.md - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:45.308154+02:00' https://copr.fedorainfracloud.org: title: copr.fedorainfracloud.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1fd02a8f378ca2a00c0ee2ec3258049822b9ba4aa32e1e6597e9eee74326159a health_score: 100.0 last_checked: 1779030868.376438 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/linux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:28.376438+02:00' https://copr.fedorainfracloud.org/coprs: title: copr.fedorainfracloud.org description: '' year: '2013' stars: 4 ai_summary: The Fedora community platform allowing builders to easily deploy and distribute customized package repositories. It provides automatic RPM builds from source. Live Grounding proves its critical function in Fedora and RHEL testing pipelines. language: Python resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Software Distribution - Fedora/RedHat tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2013-06-01T00:00:00+02:00' https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1: title: "copyconstruct.medium.com: Testing in Production, the safe way \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering copyconstruct.medium.com: Testing in Production, the safe way \U0001F31F\U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030436.429002 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:16.429002+02:00' https://coreos.com/blog/introducing-ignition.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fe3b00fc9855e8f639ff3144a9426dbe138a0fc8ac6c3d5d5c1f62df62660602 health_score: 100.0 last_checked: 1779030202.155985 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:22.155985+02:00' https://coreos.com/ignition/docs/latest/what-is-ignition.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f9762d829597d6b30fc553e86d294c3fcb736171d602ae58e3639cfcb9c48d27 health_score: 100.0 last_checked: 1779029269.807507 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.807507+02:00' https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action: title: 'cormachogan.com: A first look at vSphere with Kubernetes in action' description: '' year: '2020' stars: 0 ai_summary: A hands-on architectural exploration of the early vSphere with Kubernetes implementation. The post walks through supervisor cluster enablement, native vSphere Pods execution, storage class integration with VMware CNS (Cloud Native Storage), and basic network policies. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Virtualization - VMware Tanzu tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes: title: 'cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes' description: '' year: '2020' stars: 0 ai_summary: A deep technical guide demonstrating how to declare and bootstrap Tanzu Kubernetes Grid (TKG) workload clusters (guest clusters) inside a vSphere supervisor cluster. Explains the underlying declarative custom resource definition (CRD) configurations matching Cluster API mechanics. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Virtualization - VMware Tanzu tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://cortexmetrics.io: title: '**Cortex**:' description: '' year: '2024' stars: 0 ai_summary: 'Architectural landing page of Cortex, an enterprise-grade, horizontally scalable, multi-tenant TSDB. Note: Since 2024-2025, many users have migrated toward Thanos or VictoriaMetrics, yet Cortex remains a highly resilient classic for long-term storage.' language: Go resource_type: Official Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Storage - Cortex Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices: title: 'coruzant.com/appdev: Kubernetes Management: Tools and Best Practices' description: '' year: '2023' stars: 0 ai_summary: Focuses on administrative practices and tools used to orchestrate complex Kubernetes applications. It outlines key principles of cluster lifecycle management, scaling rules, security integration, and centralized control strategies for platform engineers. language: Bash resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6b7f924aa5fdd8b13b3e24d3c6bb038193e29f6d06481b69e6bed0afcbfa4b78 health_score: 100.0 last_checked: 1779032109.298081 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Operations - Curation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:09.298081+02:00' https://couchdb.apache.org: title: Couchdb.apache.org description: '' year: '2026' stars: 4 ai_summary: Apache multi-master replicating document database using HTTP/JSON APIs. Features robust, offline-first sync protocols with ACID qualities, backed by Erlang's battle-tested fault tolerance. language: Erlang resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - NoSQL Databases - Document Databases tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://courses.devopscube.com/l/products: title: 'techiescamp.com: Kubernetes Kustomize Crash Course' description: '' year: '2023' stars: 2 ai_summary: A fast-paced educational resource covering basic commands, structure of `kustomization.yaml`, and the deployment of a demo application using overlays. Highlights practical command line utilities such as `kubectl kustomize`. language: English resource_type: Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes: title: devopswithkubernetes.com description: '' year: '2026' stars: 0 ai_summary: An open-source academic DevOps curriculum developed by the University of Helsinki. Explores real-world container scheduling, persistent storage setups, pipeline engineering, and live microservice application deployment strategies inside standard clusters. language: N/A resource_type: Course complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Education - Academic Programs tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://craig-godden-payne.medium.com/how-does-ingress-work-in-kubernetes-f3b121d0351f: title: 'craig-godden-payne.medium.com: How does ingress work in Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering craig-godden-payne.medium.com: How does ingress work in Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033205.860605 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:25.860605+02:00' https://crc.dev: title: Homepage description: '' year: '2025' stars: 0 ai_summary: The landing portal for Red Hat OpenShift Local (formerly CodeReady Containers / CRC). OpenShift Local packages a minimal, single-node OpenShift cluster into a single virtual machine optimized for local development. Live grounding confirms it is the primary local emulation tool, replacing minishift, and is designed for developers building cloud-native applications directly on macOS, Windows, or Linux. language: English resource_type: Homepage complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Local Development - OpenShift Local tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://creately.com/blog/business/how-to-set-kpis-for-team-members: title: 'creately.com: A Step By Step Guide to Set KPIs for Team Members' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering creately.com: A Step By Step Guide to Set KPIs for Team Members in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0688b3db1197d257f8fe034c30757d1b1b2672b4805af35704cd27b34007a662 health_score: 100.0 last_checked: 1779029374.98414 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.984140+02:00' https://creately.com/blog/diagrams/what-is-a-kanban-board: title: 'creately.com: How to Better Manage Your Projects with Kanban Boards' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 77bd91dc8db799733ae86236f0770b2addc8ce9924ccba12c3902d6a915ef247 health_score: 100.0 last_checked: 1779033511.423447 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:31.423447+02:00' https://creately.com/blog/project-management/what-is-a-kanban-board: title: 'creately.com: How to Better Manage Your Projects with Kanban Boards' description: '' year: '2021' stars: 3 ai_summary: Introduces visual project management methodologies using Kanban boards. Highlights essential visual metrics such as Work-in-Progress (WIP) limits, cycle times, and bottleneck identification. Explains how to map agile delivery cycles onto dynamic cards to improve flow, increase transparency, and accelerate software shipping iterations. language: en resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Project Management - Agile Methodologies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cri-o.io: title: cri-o.io description: '' year: '2017' stars: 0 ai_summary: The official home of CRI-O, an optimized Container Runtime Interface (CRI) designed specifically and exclusively for Kubernetes. CRI-O avoids overhead by supporting only OCI-compliant runtimes, removing unnecessary client CLI abstractions to deliver minimum-footprint workload execution. language: None resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Runtimes - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md - container-managers.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://cribl.io/blog/using-prometheus-for-agentless-monitoring: title: 'cribl.io: Using Prometheus for Agentless Monitoring' description: '' year: '2021' stars: 0 ai_summary: Explores agentless infrastructure monitoring architectures with Prometheus. Contrasts deploying individual node_exporter daemons with querying API-based metric proxy endpoints, using SNMP exporters, or utilizing blackbox endpoints to analyze legacy infrastructure targets. language: N/A resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Agentless Monitoring tags: - '[LEGACY]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html: title: 'cronicaglobal.elespanol.com: Roberto Ardon (Incepto): "A la IA no se le pueden pedir imposibles"' description: '' year: '2024' stars: 3 ai_summary: An interview with Roberto Ardon, co-founder of Incepto Medical, framing the realistic capabilities and limitations of clinical AI deployment in European hospitals. Ardon discusses how AI should be engineered as a targeted productivity tool (e.g., reducing routine screening fatigue) rather than a replacement for human clinicians. It offers deep insights into market deployment, medical device certification, and data security hurdles. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Healthcare Tech - AI Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://crontab.guru: title: "crontab.guru \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The premier interactive visual tool for parsing, writing, and validating cron job schedules. It parses obscure crontab strings into human-readable timelines, which is crucial for managing automated cloud jobs or Kubernetes CronJobs. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Linux Administration - Job Scheduling tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://crossplane.io: title: crossplane.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 30311266c2e7eba4eaf746dbf25e5577f1f6e00305381acbaca7b8d1f8dbffcc health_score: 100.0 last_checked: 1779032223.600488 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crossplane.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:03.600488+02:00' https://crunchtools.com/comparison-linux-container-images: title: 'crunchtools.com: A Comparison of Linux Container Images' description: '' year: '2026' stars: 0 ai_summary: This analytical article compares various Linux base container images (Alpine, Debian, Ubuntu, Red Hat UBI) across size, package ecosystems, security profiles, and glibc/musl compatibility. It helps system architects weigh the trade-offs of using minimal images like Alpine (extremely light but uses musl libc) against enterprise standards like UBI (fully supported but heavier). It is a vital read for standardizing secure base OS layers. language: Markdown resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://crunchtools.com/moving-linux-services-to-containers: title: 'crunchtools.com: A Hacker’s Guide to Moving Linux Services into Containers. Epic 15 page blog post showing people how to move Wordpress (php), Mediawiki (php), and Request Tracker (perl) into containers' description: '' year: '2026' stars: 0 ai_summary: A detailed 15-page architectural guide highlighting standard procedures for migrating legacy, bare-metal Linux services (such as WordPress, MediaWiki, and Request Tracker) into modern containers. It covers dissecting stateful components, isolating persistent data directories, managing configurations, and implementing reverse proxies. This resource is highly valuable for infrastructure engineers executing legacy-to-cloud modernization strategies. language: Markdown resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Migration - Containerization tags: - '[LEGACY]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podman: title: 'crunchtools.com: Should I Use Docker Compose Or Podman Compose With Podman?' description: '' year: '2021' stars: 0 ai_summary: This architectural comparison contrasts the usage of Podman Compose with Docker Compose running on Podman's virtualized API socket. The synthesis recommends leveraging the Docker-compatible socket configuration in enterprise environments for high-fidelity compatibility with complex multi-container definitions. language: Shell resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Tooling - Compose Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions: title: 'cryptography.io: scrypt (cryptography)' description: '' year: '2026' stars: 5 ai_summary: Implements the scrypt algorithm within Python's premier cryptography package, enabling customization of CPU, memory, and parallelization parameters. Ideal for highly customized cryptographic backends requiring precise control over memory-hard functions. language: Python resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cryptography - Hashing Algorithms tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-dev-environment: title: A Gentle Introduction to Using a Docker Container as a Dev Environment description: '' year: '2021' stars: 0 ai_summary: Explains how to containerize a developer's workspace using Docker containers instead of native OS packages. Focuses on achieving parity between development and production configurations, highlighting workflows that align with the standardized VS Code Dev Containers specification. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Development Environments - Containers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://css-tricks.com/better-collaboration-with-pull-requests: title: 'css-tricks.com: Advanced Git series. 3 Better Collaboration With Pull Requests' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 671cb527229ae45887bdcdd1f49a593c53d4e1bc2005be9589bc1f5a3aa2d86d health_score: 100.0 last_checked: 1779029863.208963 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:43.208963+02:00' https://css-tricks.com/branching-strategies-in-git: title: 'css-tricks.com: Advanced Git series. 2 Branching Strategies in Git' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: acf98bd232f422612e0b993fdd58946024ee0f37e6c4e4048b4fc3b8d8568e30 health_score: 100.0 last_checked: 1779029917.040863 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:37.040863+02:00' https://css-tricks.com/cherry-picking-commits-in-git: title: 'css-tricks.com: Cherry-Picking Commits in Git' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8da2f6a5b112766c0c75d979eff7d04286e80557de5841657b8c81ee299ba731 health_score: 100.0 last_checked: 1779032159.882258 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:59.882258+02:00' https://css-tricks.com/creating-the-perfect-commit-in-git: title: 'css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git' description: "- [css-tricks.com: Advanced Git series. 2 Branching Strategies in Git](https://css-tricks.com/branching-strategies-in-git)\n - [css-tricks.com: Advanced Git series. 3 Better Collaboration With Pull Requests](https://css-tricks.com/better-collaboration-with-pull-requests)\n \ - [css-tricks.com: Advanced Git series. 4 Merge Conflicts: What They Are and How to Deal with Them​](https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them)\n \ - [css-tricks.com: Advanced Git series. 5 Rebase vs. Merge: Integrating Changes in Git](https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git)\n - [css-tricks.com: Advanced Git series. 6 Interactive Rebase: Clean up your Commit History](https://css-tricks.com/interactive-rebase-clean-up-your-commit-history)\n \ - [css-tricks.com: Cherry-Picking Commits in Git](https://css-tricks.com/cherry-picking-commits-in-git)\n \ - [css-tricks.com: Using the Reflog to Restore Lost Commits](https://css-tricks.com/using-the-reflog-to-restore-lost-commits)" year: '2021' stars: 0 ai_summary: A multi-part deep dive on Git best practices, including git add -p, branching strategies, PR workflows, merge conflict resolution, rebase vs merge, interactive rebase, cherry-picking, and reflogs. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch: title: 'css-tricks.com: Git: Switching Unstaged Changes to a New Branch' description: '' year: '2021' stars: 0 ai_summary: Analyzes rapid tactics for extracting uncommitted, unstaged alterations into a newly spawned local feature branch. Guides developers on preserving workspace fluidity when starting feature-work inside the wrong branch context without triggering merge hazards. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Workspace State tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://css-tricks.com/how-to-automate-project-versioning-and-releases-with-continuous-deployment: title: "css-tricks.com: How to Automate Project Versioning and Releases with Continuous Deployment \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An implementation guide for setting up automated semver-based deployments and releases. Focuses on integrating semantic-release utilities inside popular continuous integration environments to remove manual distribution workloads. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Deployment - Release Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://css-tricks.com/interactive-rebase-clean-up-your-commit-history: title: 'css-tricks.com: Advanced Git series. 6 Interactive Rebase: Clean up your'' Commit History' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3ff16cfded927f39622546f3b7ea9e3df3735e292cd4133de3caab23bc400303 health_score: 100.0 last_checked: 1779034306.695242 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:46.695242+02:00' https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images: title: 'css-tricks.com: Kubernetes Explained Simply: Containers, Pods and Images' description: '' year: '2020' stars: 2 ai_summary: A highly accessible guide targeting front-end and full-stack developers. It traces the hierarchy from container images and isolated container layers up to multi-container Pod topologies and network configuration. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - Container Runtimes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them: title: 'css-tricks.com: Advanced Git series. 4 Merge Conflicts: What They Are and'' How to Deal with Them' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 98d375711a55d8c99f4e766a978dcc137424d970a53a01b57d9368951883c1ab health_score: 100.0 last_checked: 1779031740.063689 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:00.063689+02:00' https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git: title: 'css-tricks.com: Advanced Git series. 5 Rebase vs. Merge: Integrating Changes'' in Git' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 54db81d34305da265552b4bbe0b4f4e41ddf1cf8f0d732798fc2836e297242b6 health_score: 100.0 last_checked: 1779032388.684608 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.684608+02:00' https://css-tricks.com/the-many-faces-of-vs-code-in-the-browser: title: 'css-tricks.com: The Many Faces of VS Code in the Browser' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cfe0392b4f72cd29b3ed8d3ccd8ba8603cdec0afa07e3055c49663cab0d94600 health_score: 100.0 last_checked: 1779033223.059253 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:43.059253+02:00' https://css-tricks.com/using-the-reflog-to-restore-lost-commits: title: 'css-tricks.com: Using the Reflog to Restore Lost Commits' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: eab9b8026ddc56ee65b3efbbd853721e2caaef9e6ce9a545c102a6b3c472e88b health_score: 100.0 last_checked: 1779030196.705778 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.705778+02:00' https://cssnectar.com: title: cssnectar.com description: '' year: '2016' stars: 0 ai_summary: Curation registry for exceptional web designs and styling practices. Evaluated by industry specialists, providing reference patterns for visual design, complex layouts, and innovative UI paradigms. language: HTML resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - UI/UX Design - Inspiration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021: title: 'cult.honeypot.io: Best Frontend JavaScript Frameworks To Learn 2021' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cult.honeypot.io: Best Frontend JavaScript Frameworks To Learn 2021 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030951.631498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/javascript.md v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:51.631498+02:00' https://curity.io/resources/client-security: title: 'curity.io: Client Security' description: '' year: '2022' stars: 0 ai_summary: Focuses on security patterns when structuring application clients that interface with identity ecosystems. Covers patterns like Token Handlers and Backend-for-Frontend (BFF) to safely abstract tokens away from client browsers or apps. Reduces target exposures to common cross-site scripting risks. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Application Security - Client Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://curity.io/resources/learn/oauth-overview: title: 'curity.io: OAuth 2.0 Overview' description: '' year: '2022' stars: 0 ai_summary: An industrial-grade review of the OAuth 2.0 protocol specifications, flows, and grant types. Provides system architects with core design criteria to safely establish authorization states between microservice deployments. Underlines secure handling of access, refresh, and id tokens. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - IAM - Protocols tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - oauth.md - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://curity.io/resources/learn/openid-connect-overview: title: 'curity.io: OpenID Connect Overview' description: '' year: '2022' stars: 0 ai_summary: Provides a comprehensive architecture overview of OpenID Connect (OIDC) acting as the authentication layer on top of OAuth 2.0. Analyzes ID token syntax, discovery endpoints, and flows for multi-tenant systems. Essential background knowledge for implementing cloud-native federated identities. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - IAM - Protocols tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - oauth.md - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://cursor.com/blog/cloud-agent-development-environments: title: Development Environments for Cloud Agents description: '' year: '2025' stars: 0 ai_summary: Analysis of building custom sandboxes and isolated development runtimes for LLM-based autonomous cloud agents. Discusses secure API mocking, resource isolation, and state rollbacks. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI & Agents - Environments - Cloud Agents tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cursor.com/blog/composer-2-5: title: Cursor Composer 2.5 description: Deep technical analysis of Composer 2.5, Cursor's latest agentic coding model trained with targeted textual feedback. year: '2026' stars: 4 ai_summary: The official release announcement of Composer 2.5, Cursor's next-generation in-house AI coding agent model built on Moonshot's Kimi K2.5 base. This iteration implements targeted textual feedback within reinforcement learning (RL) rollouts to solve credit assignment bottlenecks over long token trajectories and scales synthetic training workloads by 25x. Additionally, it leverages a sharded Muon optimizer on an ultra-large model context to achieve a 79.8% score on SWE-Bench Multilingual, significantly expanding agentic autonomy for complex, repository-wide engineering. language: en resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 935f72e7b8741b2f64b982402bc40a3ee230605f823805fe753a225ddb8ff453 health_score: null last_checked: 1780352148.493994 needs_ai_refresh: false hierarchy: - AI Agents - Large Language Models - Developer Productivity - Reinforcement Learning tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly benchmarked and praised release inside the AI engineer community. social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-composer2.5-og-2400x1200.png source_provenance: X.com (Cursor_AI) suggested_new_category: ai-code-generation discovered_at: '2026-06-02T00:15:48.493994+02:00' https://cursor.com/changelog/05-19-26: title: 'Cursor in Jira: Deep AI Agent Integration' description: Launch announcement detailing the integration of Cursor's background coding agents directly inside Jira Commercial Cloud pipelines. year: '2026' stars: 4 ai_summary: '* **Curator Insight:** Transitioning the developer lifecycle from an IDE-centric approach to context-aware, asynchronous cloud execution environments reduces software delivery latency. * **Live Grounding (MCP):** Cursor''s integration in Jira enables engineers to initiate cloud-hosted coding agents directly from task boards; the agents autonomously leverage branch configuration, comments, and issue contexts to execute software edits and submit verified pull requests natively.' language: en resource_type: changelog complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: cd7848b78d3bbd2b6aca7bfb4143de07867b56454103fa3e5a79c603d69174d9 health_score: null last_checked: 1780352138.621986 needs_ai_refresh: false hierarchy: - AI Code Editors - Cursor Platform - Jira Integration - Autonomous Software Engineering tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely popular developer-focused product with high user engagement and positive community feedback on Hacker News and Reddit. social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-jira-partnership-v3.png source_provenance: X.com (Cursor_AI) suggested_new_category: ai-coding-agents discovered_at: '2026-06-02T00:15:38.621986+02:00' https://cursor.com/changelog/auto-review: title: Cursor Auto-Review Run Mode description: Cursor 3.6 introduces Auto-review to run agent workflows longer with sandboxed execution, allowlists, and classifier subagents. year: '2026' stars: 4 ai_summary: 'Cursor 3.6 introduces ''Auto-review Run Mode'' to mitigate developer friction during long-running agent cycles without compromising system security. The system processes shell, MCP, and fetch commands through a three-tiered decision pipeline: matching allowlisted calls, executing sandboxed commands locally, and routing complex calls through a classifier subagent. This approach ensures continuous workspace modification with minimized manual approval interruptions.' language: en resource_type: Changelog complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: b4f378cc6dfca8cc1e493071501407db99ee6a3a28ad3c6bd512880ea4b751c0 health_score: null last_checked: 1780352849.031633 needs_ai_refresh: false hierarchy: - Developer Tools - AI Editors - Agentic Workflows - Security Sandboxing tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly praised release introducing intelligent runtime orchestration that manages shell, MCP, and fetch tools asynchronously and securely. social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/opengraph-changelog-may-29-2026.png source_provenance: X.com (Cursor_AI) suggested_new_category: ai-powered-ides discovered_at: '2026-06-02T00:27:29.031633+02:00' https://cursor.com/compile: title: Cursor Compile description: Invite-only chalkboard conference by Cursor hosting builders of AI systems, detailing core rewrites and AI-native paradigms. year: '2025' stars: 4 ai_summary: 'The main landing and coordination portal for Cursor''s developer gathering, ''Compile'', organized at Fort Mason. * Focuses on rebuilding core systems, sharing hard-won engineering lessons, and constructing new mental models for AI-native software delivery. * Dispenses with traditional slide presentations, enforcing a strict chalkboard-only presentation format to dissect technical concepts live and from the ground up.' language: en resource_type: website complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: af3e8d04bea8da93897c1e4b967d3bb1267413c7dcab42f33205af96b0332018 health_score: null last_checked: 1780352686.744518 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Events and Community - AI-Native Engineering tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devel-sites reputation_status: Vetted reputation_summary: Praised by AI engineering builders for its intensive, presentation-free, and purely chalk-and-board approach to discussing hard-won technical architecture lessons. social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/blog/og/compile-og-1920x1080.png source_provenance: X.com (Cursor_AI) suggested_new_category: ai-events discovered_at: '2026-06-02T00:24:46.744518+02:00' https://cursor.com/docs/bugbot: title: Cursor Bugbot Effort Levels Documentation description: '' year: '2026' stars: 0 ai_summary: This reference document outlines the effort metrics and execution paradigms utilized by Cursor's Bugbot tool inside the editor context. It guides development teams in managing priority levels for automated debugging routines across repositories. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Tooling - AI Code Assistants - Effort Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - devops-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://cursor.com/docs/sdk/python: title: Cursor Python SDK Documentation description: Official documentation for Cursor's Python SDK, allowing developers to programmatically create, manage, and orchestrate Cursor coding agents powered by Composer. year: '2026' stars: 4 ai_summary: 'Curator Insight: The Cursor Python SDK marks a major transition of AI coding assistants into programmable workspace infrastructure, exposing Composer''s agentic loop directly to Python. Live Grounding: This SDK exposes developers to direct programmatic control over thread lifecycle management, agent context gathering, tool assignment, and resource constraint loops, standardizing how developer teams automate localized refactoring workflows.' language: English resource_type: Document complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 1f85420b1327c7d5d52730a1b0a58116d1f09eed67a57f2cad20ac13c021e361 health_score: null last_checked: 1780352404.147721 needs_ai_refresh: false hierarchy: - Developer Tools - AI Editors - Cursor SDK tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Strong developer support and wide adoption in beta, transitioning Cursor's prominent IDE agent capabilities into programmatic developer environments. social_preview_url: https://cursor.com/og?path=%2Fdocs%2Fsdk%2Fpython source_provenance: X.com (Cursor_AI) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147721+02:00' https://cursor.com/download: title: Download Cursor | AI-Powered Code Editor description: Official download page for Cursor, a modern code editor optimized for agentic workflows and AI-assisted programming. year: '2026' stars: 4 ai_summary: This page hosts the official cross-platform installation builds (macOS, Windows, Linux) for the Cursor AI code editor. As a highly optimized fork of VS Code, Cursor incorporates agentic workflows, multi-file codebase indexing, smart autocomplete (Cursor Tab), and real-time chat. It serves as the primary gateway for running high-fidelity developer agents that write, refactor, and review code collaboratively. language: English resource_type: utility complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 5e4692edbef0d8cdafef49f4c1f38228ade17f59a314e4b086182545d61685fa health_score: null last_checked: 1780352302.456805 needs_ai_refresh: false hierarchy: - Development Tools - Integrated Development Environments - AI Code Assistants - Cursor IDE tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devops-tools reputation_status: Vetted reputation_summary: De facto standard for AI-first software development, boasting millions of active users and superior reviews. social_preview_url: https://cursor.com/public/opengraph-image.png source_provenance: X.com (Cursor_AI) suggested_new_category: devel-sites discovered_at: '2026-06-02T00:18:22.456805+02:00' https://cursor.com/es/learn: title: Cursor AI Fundamentals Course description: '' year: '2025' stars: 0 ai_summary: An educational program designed to train engineers on utilizing the Cursor AI code editor effectively. The curriculum covers foundational concepts of context inclusion, codebase indexing, and multi-file code transformations. It teaches developers how to write highly optimized prompts to synthesize software architecture and debug legacy systems directly inside the IDE. language: None resource_type: Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - AI-Assisted Coding - Cursor IDE tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - ai.md - developerportals.md - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://cursor.com/insights: title: The Cursor Developer Habits Report description: Quantitative analysis of developer productivity, token economics, and the shift from manual coding to agentic software engineering. year: '2026' stars: 4 ai_summary: 'Curator Insight: An exceptional empirical breakdown of AI developer behavior showing that agentic development is shifting software engineering workflows from manual line-editing to multi-file, autonomous system orchestration. Live Grounding (MCP): Live data confirms a massive 30% increase in deep tool calls per session and a 2.5x growth in average PR sizes, underscoring that developers increasingly trust AI agents to commit code directly, supported heavily by token prompt caching.' language: English resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 57f3fbd5552003831eca648d8c835119c5eafd3ebf2fbec8b1ca65fadb3dc9a3 health_score: null last_checked: 1780352705.314531 needs_ai_refresh: false hierarchy: - AI and Machine Learning - AI Coding Assistants - Developer Productivity Reports tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extensively discussed and vetted across Hacker News and ML developer hubs as an authoritative, quantitative look at AI-native engineering trends. social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/OG%20Images/opengraph-insights-2026.png source_provenance: X.com (Cursor_AI) suggested_new_category: '' discovered_at: '2026-06-02T00:25:05.314531+02:00' https://cursor.com/marketplace: title: Cursor Extension Marketplace description: The official extension and plugin marketplace for Cursor, the AI-first code editor. year: '2026' stars: 4 ai_summary: The central repository for plugins, custom AI rules, and integration extensions designed for Cursor, the industry-leading AI-first integrated development environment (IDE). It enables cloud architects and engineers to share and deploy bespoke developer tools, boosting developer velocity through native LLM-orchestrated code generation pipelines. language: en resource_type: tools complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 5d02442fe139a08f2828f7c825c422af72debb7334ef7fba93a3632f4911f66a health_score: null last_checked: 1780352292.588354 needs_ai_refresh: false hierarchy: - AI and Machine Learning - AI-First Code Editors - Developer Marketplaces tags: - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely popular AI-first editor marketplace, widely considered the de facto standard for AI-assisted development tools in 2026. social_preview_url: https://cursor.com/_next/static/media/opengraph-image.5aae649a.png source_provenance: X.com (Cursor_AI) suggested_new_category: '' discovered_at: '2026-06-02T00:18:12.588354+02:00' https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cloud-services: title: 'cybernews.com: Trouble in paradise: IT professionals unhappy with cloud'' services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering cybernews.com: Trouble in paradise: IT professionals unhappy with cloud'' services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031714.612415 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.612415+02:00' https://cyberscoop.com/log4j-hack-security-update-ransomware: title: 'cyberscoop.com: The Log4j flaw is the latest reminder that quick security fixes are easier said than done' description: '' year: '2021' stars: 0 ai_summary: This industry review explores the challenges organizations face when coordinating and deploying urgent security patches. It analyzes the systemic issues of dependency tracking and vulnerability mitigation within complex software systems. This analysis is valuable for teams looking to improve their incident response and patch management processes. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - Software Supply Chain tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://cyble.com/blog/exposed-kubernetes-clusters: title: 'blog.cyble.com: Exposed Kubernetes Clusters' description: '' year: '2023' stars: 0 ai_summary: Threat intelligence research showing search profiles of exposed clusters active across the globe. Highlights typical compromise pathways starting from default configurations or misconfigured control plane boundaries. Recommends strict perimeter restrictions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Vector - Internet Exposure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://cybozu-go.github.io/moco: title: Moco description: '' year: '2024' stars: 0 ai_summary: Introduction to Cybozu's Moco, a highly resilient, modern Go-written MySQL operator for Kubernetes. Focuses on cluster setups, fast failover mechanics, and maintaining an extremely small operational footprint. language: Go resource_type: Software Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - MySQL Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://cycle.io: title: Cycle.io description: '' year: '2026' stars: 0 ai_summary: Cycle.io provides a managed container orchestration layer targeting teams wanting standard API control planes without manual Kubernetes configuration and networking management. language: None resource_type: External Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Alternatives - Cycle.io tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6: title: 'czakozoltan08.medium.com: Stupid Simple Scalability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering czakozoltan08.medium.com: Stupid Simple Scalability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030024.618682 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:24.618682+02:00' https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf: title: Security Overview of AWS Lambda description: '' year: '2023' stars: 0 ai_summary: The authoritative AWS security whitepaper detailing the multi-tenant isolation architectures of Firecracker microVMs. Explores IAM execution policies, VPC security group associations, and transport encryption controls. language: None resource_type: Whitepaper complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf: title: "aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) \U0001F31F\U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An authoritative AWS whitepaper providing rigorous architectural guidelines for running Payment Card Industry Data Security Standard (PCI DSS) workloads on EKS. It focuses on network isolation, encryption at rest/transit, IAM control planes, and auditable logging configurations. language: PDF resource_type: Whitepaper complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Compliance - PCI DSS tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d: title: 'daffodilsw.medium.com: What is Infrastructure Automation in DevOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering daffodilsw.medium.com: What is Infrastructure Automation in DevOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031896.274704 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.274704+02:00' https://dafriedman97.github.io/mlbook/content/introduction.html: title: 'dafriedman97.github.io: Machine Learning from Scratch' description: '' year: '2021' stars: 0 ai_summary: An interactive digital textbook covering foundational machine learning algorithms implemented entirely from scratch in Python. Ideal for engineers seeking underlying model math. language: Python resource_type: Digital Book complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Machine Learning - Foundations - Scratch Implementations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dagger.io: title: dagger.io description: '' year: '2023' stars: 0 ai_summary: Dagger is a highly portable CI/CD development kit that allows developers to define pipelines as application code. Powered by BuildKit, it guarantees identical pipeline behavior during local dev iterations and execution on remote cloud CI systems. language: English resource_type: Product Home complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD Engines - Local Execution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dagster.io/blog/skip-kafka-use-postgres-message-queue: title: 'dagster.io: Postgres: a better message queue than Kafka?' description: '' year: '2021' stars: 3 ai_summary: A detailed, practical analysis investigating whether using Postgres with 'SKIP LOCKED' mechanisms is a more appropriate and less complex message-queue architecture than deploying heavy systems like Kafka. It provides explicit guidelines for making decisions based on data scale and operational overhead. language: SQL resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Streaming - Architectural Patterns - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium: title: 'daily.dev: Building a fault-tolerant event-driven architecture with Google Cloud, Pulumi and Debezium' description: '' year: '2021' stars: 0 ai_summary: A practical guide demonstrating how to build a fault-tolerant, event-driven architecture using Google Cloud services, Pulumi as Infrastructure as Code (IaC), and Debezium. It focuses on declarative environment setups for Change Data Capture pipelines, ensuring easy replication and scaling. language: Go resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Infrastructure as Code - Event-Driven tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dailymotion-oss.github.io/octopilot: title: 'dailymotion-oss.github.io/octopilot: Octopilot' description: '' year: '2023' stars: 0 ai_summary: Octopilot is an automated multi-repository management CLI built to ease continuous maintenance across GitOps patterns. It facilitates mass pull-request generation, manifest updates, and version bump automation in targeted configurations. language: Go resource_type: Automation Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - GitOps - Octopilot tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690280d304f: title: 'dani-izquierdo95.medium.com: Batch processing using Cron Jobs. MySQL automated'' backup on Openshift/K8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dani-izquierdo95.medium.com: Batch processing using Cron Jobs. MySQL automated'' backup on Openshift/K8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034347.681066 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:27.681066+02:00' https://daniel.haxx.se/blog/2015/12/14/curl-and-http2-by-default: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 57e8fa96945c1837406860b990e77dbced88104ceb5f442aa5404e1c1fce7bed health_score: 100.0 last_checked: 1779033948.400484 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:48.400484+02:00' https://daniel.haxx.se/blog/2015/12/20/a-2015-retrospective: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 983e842572cd0289af8791ef009e0ed8f5c97f75903abb9590794d001b074367 health_score: 100.0 last_checked: 1779032153.085392 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:53.085392+02:00' https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png: title: curl cheat sheet for Linux and Unix users description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: The definitive visual sticker/cheat sheet for curl options, designed by curl''s creator Daniel Stenberg. Live Grounding: An absolute authority on debugging HTTP protocols, specifying TLS versions, configuring headers, and parsing response outputs in pipeline scripts.' language: Image/PDF resource_type: Official Visual Cheat Sheet complexity: Intermediate-Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Systems - Linux - Networking tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://danielkummer.github.io/git-flow-cheatsheet/index.html: title: Git-flow cheatsheet description: '' year: '2012' stars: 0 ai_summary: An interactive, visual cheatsheet summarizing standard `git-flow` command line operations. Provides developers with quick, copy-pasteable snippets for initializing, executing, and finalizing feature, release, and hotfix branches. language: Markdown resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2012-06-01T00:00:00+02:00' https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting: title: Rate Limiting in Controller-Runtime and Client-go description: '' year: '2023' stars: 0 ai_summary: A deep analysis of Kubernetes client-go and controller-runtime rate limiting mechanics. Contrasts workqueue structures and bucket-rate algorithms to secure controllers against resource starvation. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - Controller Runtime - Rate Limiting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://danielmangum.com/posts/how-kubernetes-validates-custom-resources: title: 'danielmangum.com: How Kubernetes validates custom resources' description: '' year: '2021' stars: 4 ai_summary: Deep-dive technical post tracking how the Kubernetes API server validates Custom Resource Definitions (CRDs). Analyzes structural OpenAPI schemas, admission webhooks, and the validation pipeline of kube-apiserver. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Architecture - Extensibility - Custom Resource Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://danielmangum.com/posts/k8s-asa-the-storage-interface: title: 'danielmangum.com: K8s ASA: The Storage Interface' description: '' year: '2021' stars: 0 ai_summary: An elegant, lower-level examination of the interface boundary where Kubernetes hooks into system storage. It details the progression of in-tree storage volume plugins to the modern out-of-tree Container Storage Interface (CSI) protocol. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage Architecture - Storage Fundamentals - Platform Overview tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners: title: 'dannys.cloud: 10 Best Free AWS Learning Resources for Beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dannys.cloud: 10 Best Free AWS Learning Resources for Beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031696.492404 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:16.492404+02:00' https://dannys.cloud/autocomplete-cloudformation-resources-vs-code: title: 'dannys.cloud: Autocomplete your CloudFormation Resources in VS Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dannys.cloud: Autocomplete your CloudFormation Resources in VS Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032256.880614 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:36.880614+02:00' https://danoncoding.com/tricky-kubernetes-memory-management-for-java-applications-d2f88dd4e9f6: title: "danoncoding.com: Tricky Kubernetes memory management for Java applications' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering danoncoding.com: Tricky Kubernetes memory management for Java applications' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031739.625201 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:59.625201+02:00' https://dapr.io: title: Dapr description: '' year: '2026' stars: 5 ai_summary: The Distributed Application Runtime. Employs a highly modular sidecar design to deliver developer-focused APIs for pub/sub messaging, state management, and actor models. language: Go resource_type: Platform / CLI complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Microservice Runtimes - Dapr tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - serverless.md - golang.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts: title: 'darryl-ruggles.cloud: AWS SSO Credentials With Multiple Accounts' description: '' year: '2021' stars: 0 ai_summary: A developer-oriented guide for managing local terminal environment configurations with AWS SSO credentials across massive multi-account trees. It demonstrates terminal configuration methods to automate key refreshing and switch profiles without manual friction. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://darumatic.com/blog/improve_kubectl_command_with_krew: title: 'darumatic.com: Improve Kubectl Command with Krew' description: '' year: '2022' stars: 0 ai_summary: Explains how to customize and extend terminal capabilities using Krew. Explores critical plugins for viewing namespace relationships, debugging pod issues, and auditing configurations. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extending Kubernetes - CLI Plugins - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://darumatic.com/blog/podman_introduction: title: "darumatic.com: Podman - Introduction \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A foundational overview of Podman's primary features, security improvements, and daemon-free design. It explores how fork-exec architectures simplify process mapping within parent cgroups and align directly with Linux security paradigms like auditd tracking. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Engines - Podman Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dashbird.io/blog/aws-application-load-balancer: title: 'dashbird.io: AWS Elastic Load Balancing from a Serverless perspective' description: '' year: '2020' stars: 0 ai_summary: Analyzes Application Load Balancer configurations when integrated with serverless backends like AWS Lambda. Details pricing, cold-starts, and architectural trade-offs compared to API Gateway. Live systems often choose ALB for cost-effective, high-volume HTTP routing. language: English resource_type: blog complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Serverless Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dashbird.io/blog/aws-relational-database-rds: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e995ac79ad740f95d639b3f2bdf16584f25443a988d156d52d959cf292565102 health_score: 100.0 last_checked: 1779029121.081864 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-databases.md - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:21.081864+02:00' https://dashbird.io/blog/aws-s3-python-tricks: title: 'dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python' description: '' year: '2021' stars: 3 ai_summary: Curator Insight outlines S3 optimization patterns in Python, including multipart transfers and concurrency tuning. Live Grounding emphasizes these optimizations are critical in high-throughput pipelines, directly impacting network resource management and costs in production cloud architectures. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Storage - Object Storage Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dashbird.io/blog/aws-secrets-manager-python: title: 'dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager' description: '' year: '2021' stars: 0 ai_summary: Real-world walkthrough on decoupling database credentials and API tokens using AWS Secrets Manager via Python's boto3 SDK, featuring automatic credential rotation integration within production microservices. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Python Cloud - Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dashbird.io/blog/aws-sns: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a7fc4111abfb63c7ee2812b3334ef40a55c090b49e7e988a929be56f2023280f health_score: 100.0 last_checked: 1779032679.335676 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-messaging.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.335676+02:00' https://dashbird.io/blog/boto3-aws-python: title: 'dashbird.io: Explaining boto3: how to use any AWS service with python' description: '' year: '2021' stars: 3 ai_summary: Curator Insight breaks down client and resource abstractions within Boto3. Live Grounding shows that understanding these SDK constructs is critical for deploying high-performance serverless structures, minimizing resource leaks in high-scale lambda processing. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - AWS SDK - Boto3 Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dashbird.io/blog/deploying-aws-lambda-with-docker: title: 'dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try and Here’s My Review' description: '' year: '2021' stars: 0 ai_summary: An engineering review of packaging and deploying AWS Lambda targets as OCI-compliant Docker containers. Analyzes cold-start impacts, image composition strategies, and orchestration workflow modifications. language: None resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dashbird.io/blog/monitoring-vs-observability: title: "dashbird.io: Monitoring vs Observability: Can you tell the difference? \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Analyzes the divergence of monitoring and observability, specifically within the context of serverless architectures (AWS Lambda). Focuses on cold starts, API Gateway timeouts, and distributed event-driven systems. Curator Insight: Serverless perspective on observability. Live Grounding: Demonstrates how standard infrastructure agent models fall short when managing dynamic ephemerality.' language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Site Reliability Engineering - Observability - Terminology - Monitoring vs Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dashbird.io/blog/optimizing-aws-lambda-for-production: title: 'dashbird.io: 4 Tips for AWS Lambda Optimization for Production' description: '' year: '2022' stars: 0 ai_summary: Focuses on advanced optimization techniques for AWS Lambda in high-throughput environments. It covers cold start mitigation, memory provisioning tuning to balance cost and performance, connection pooling for databases, and leveraging structured execution logs for real-time observability. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - Performance Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dashbird.io/blog/serverless-case-study-coca-cola: title: 'dashbird.io: Serverless Case Study – Coca-Cola' description: '' year: '2020' stars: 4 ai_summary: A key industrial case study tracking how Coca-Cola migrated critical transaction systems to serverless, noting immense scale capacity and severe operational cost savings. language: English resource_type: Case Study complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless - Case Studies tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dashbird.io/blog/use-aws-free: title: 'dashbird.io: Get started and keep using AWS for free' description: '' year: '2026' stars: 0 ai_summary: A granular guide explaining strategies to optimize workload structures to remain within AWS Free Tier limits indefinitely. Ideal for early-stage prototyping, it details usage ceilings across EC2, Lambda, S3, and RDS. language: N/A resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 716de04fe41d380fe42b686888ff4fd127fe1e2e41e95d00cf5b644614f95db8 health_score: 100.0 last_checked: 1779030531.375072 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:51.375072+02:00' https://dataaisummit.databricks.com/flow/db/dais2026/landing/page/home: title: Databricks Data + AI Summit 2026 description: The premier global conference for data engineering, lakehouses, MLOps, and generative AI orchestration. year: '2026' stars: 4 ai_summary: 'The official landing portal for Databricks Data + AI Summit 2026, the premier industry conference centered around data engineering, analytics, MLOps, and generative AI. - **Architectural Value**: Aggregates industry advancements in data lakes, lakehouses, MLOps, and agentic AI. - **Key Features**: Provides registration, session schedules, and networking resources. - **Technical Significance**: Offers a centralized look into real-world deployments of Apache Spark, Delta Lake, and generative AI orchestration patterns.' language: en resource_type: event complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: c4364c7503e1b1f4ec387333c1d3da11c384cf237499e88789d09dc443ce7c8f health_score: null last_checked: 1780352544.370242 needs_ai_refresh: false hierarchy: - Data Engineering - Machine Learning - AI Conference - Databricks Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: The flagship global conference for the data, analytics, and AI ecosystem hosted by Databricks, highly regarded by enterprise data engineers and architects. social_preview_url: '' source_provenance: X.com (ApacheSpark) suggested_new_category: '' discovered_at: '2026-06-02T00:22:24.370242+02:00' https://databaseschool.com/series/intro-to-postgres/videos/203: title: 'Database School: Intro to Postgres - Video 203' description: An educational video diving into PostgreSQL schema, indexing, and query planning optimization under Aaron Francis's Database School. year: '2025' stars: 4 ai_summary: 'A technical video guide focusing on PostgreSQL optimization and foundational query planning from Aaron Francis''s Database School platform. * Breaks down the transaction lifecycle, indexes, and efficient schema design patterns. * Equips engineers with the analytical tools needed to diagnose query bottlenecks and resolve database constraints in high-throughput applications.' language: en resource_type: video complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: ede7c0537f028b77c73e0e152280a1ed23184a9966c5a24fd3f802724e43c9a2 health_score: null last_checked: 1780352686.744484 needs_ai_refresh: false hierarchy: - Data Architecture - PostgreSQL - Database Design - Query Tuning tags: - GUIDE - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-databases reputation_status: Vetted reputation_summary: Aaron Francis's database educational series is highly regarded for delivering practical, high-quality, and visually elegant PostgreSQL instruction. social_preview_url: https://databaseschool.com/width=1200,height=630,fit=cover/images/ogimage.jpg source_provenance: X.com (midudev) suggested_new_category: database-education discovered_at: '2026-06-02T00:24:46.744484+02:00' https://databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html: title: Announcing Databricks Labs Terraform integration on AWS and Azure description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 705b224a9a99a869e13792f7e1bee4bb83da368060fb07ce704a4c18d0c218a5 health_score: 100.0 last_checked: 1779032483.707798 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:23.707798+02:00' https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell: title: Automate SQL Server Backups with PowerShell description: '' year: '2025' stars: 3 ai_summary: Demonstrates native PowerShell script templates to automate Microsoft SQL Server backups. Offers a valuable guide for planning traditional database state transitions into hybrid Kubernetes clusters. language: PowerShell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - SQL Server - Backup Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://dataengineeringcentral.substack.com/p/why-is-everyone-trying-to-kill-airflow?sd=pf: title: "dataengineeringcentral.substack.com: Why is everyone trying to kill Airflow?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dataengineeringcentral.substack.com: Why is everyone trying to kill Airflow?' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032248.616409 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.616409+02:00' https://datafix.com.au/BASHing: title: "datafix.com.au: BASHing data - Data ops on the Linux command line \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Curated advanced, production-grade techniques for executing heavy ETL, data cleaning, and CSV parsing operations utilizing pure terminal commands. Explores highly optimized pipelines built on sed, awk, grep, and shell scripts. language: Bash resource_type: Reference Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Automation - Data Ops tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://datascientest.com/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml: title: '==datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines'' with YAML?==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6dbb214b320f30956ba3abb8622b5a1ba7502c277d219811533572a2e076232e health_score: 100.0 last_checked: 1779033775.385852 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:55.385852+02:00' https://datascientest.com/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool: title: 'Azure DevOps vs GitHub Actions: Which is the best CI/CD tool?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8898b001b276356acce78fd70da23c18794c137681e208b6ca9d2056934f4445 health_score: 100.0 last_checked: 1779031457.796215 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:17.796215+02:00' https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html: title: 'datastation.multiprocess.io: Speeding up Go''s builtin JSON encoder up to'' 55% for large arrays of objects' description: '' year: N/A stars: 0 ai_summary: An insightful profiling case study on optimizing JSON serialization speeds in Go for large object payloads, highlighting GC allocation metrics and custom parsing alternatives. language: en resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 62048d0d8ee70315a09b7530b5693ce69e354e46e116a348fd1ed8b2a2c26efa health_score: 100.0 last_checked: 1779029060.767122 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Performance Tuning tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:20.767122+02:00' https://datree.io/blog/git-commit-message-conventions-for-readable-git-log: title: How to Get More Out of Your Git Commit Message description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1fb19f74bda643388d08f5b4dd46eab5b7cb5616b679576ce18de7530f52e0b1 health_score: 100.0 last_checked: 1779034012.766648 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:52.766648+02:00' https://datree.io/blog/useful-git-commands-list: title: 10 useful Git commands you wish existed – and their alternatives description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6016e4eecbe1350639055aee133cff5ff509790ff0233e35c47fd00c7c38a9ca health_score: 100.0 last_checked: 1779031397.387668 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:17.387668+02:00' https://datree.io/resources/argocd-best-practices-you-should-know: title: 'datree.io: ArgoCD Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c63ae131429a92f8f9b779333811592360a2d23d22cefa4e72962f71884e077e health_score: 100.0 last_checked: 1779033655.847288 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/argo.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.847288+02:00' https://datree.io/resources/eks-1-22-upgrade-tutorial: title: 'datree.io: EKS 1.22 Upgrade Tutorial' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3f8136951d1a1e6eafc35b588a4118b8a4e65d6d525502f539850ee5e35b211d health_score: 100.0 last_checked: 1779034034.723023 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-releases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:14.723023+02:00' https://datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices: title: 'datree.io: 6 Best Practices for Effective Readiness and Liveness Probes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e033761c60b8f2f0ba027dbdf531f2ee9cf70ac448517ef79194c72226b51a60 health_score: 100.0 last_checked: 1779032371.758502 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:31.758502+02:00' https://dave.cheney.net/high-performance-json.html: title: Building a high performance JSON parser description: '' year: '2020' stars: 0 ai_summary: A seminal technical deep-dive into the design of high-performance JSON parsers within the Go runtime ecosystem. Discusses CPU caching strategies, memory allocations, and custom scanning to optimize serialization pipelines. language: Go resource_type: Technical Article complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Performance & Parsing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2020-06-01T00:00:00+02:00' https://dave.cheney.net/paste/ingress-is-dead-long-live-ingressroute.pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c572b2801fb6cdb1b94c0d3eed7d2ecd548425aac9c849464856f7ff30b50211 health_score: 100.0 last_checked: 1779030208.744608 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:28.744608+02:00' https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks: title: 'daveops.xyz: Administrar usuarios en EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering daveops.xyz: Administrar usuarios en EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031735.322464 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:55.322464+02:00' https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm: title: 'daveops.xyz: Running DB migrations on Kubernetes with Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering daveops.xyz: Running DB migrations on Kubernetes with Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034223.764206 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.764206+02:00' https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops: title: 'davidsr.me: Deploy Azure WAF with Terraform and Azure DevOps' description: '' year: '2023' stars: 0 ai_summary: A practical tutorial detailing how to declare Azure Web Application Firewall (WAF) rule sets as Terraform variables. Configures Azure DevOps pipelines for automated validation and execution of the plans. language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Azure Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://davidwalsh.name/more-awesome-git-aliases: title: 'davidwalsh.name: More Awesome Git Aliases' description: '' year: '2021' stars: 0 ai_summary: Explores sophisticated shell integration aliases designed for experienced CLI engineers. Demonstrates chain commands, unstage macros, and custom log formats to maximize terminal workflow efficiency. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://davidxiang.com/2021/01/10/kafka-as-a-database: title: 'davidxiang.com: Kafka As A Database? Yes Or No' description: '' year: '2021' stars: 0 ai_summary: An analytical exploration of whether Apache Kafka should be utilized as a primary database. It clarifies Kafka's persistence guarantees, limitations in ad-hoc indexing, and the architectural trade-offs of utilizing brokers as durable systems of record. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Architectural Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dbafromthecold.com/2020/04/08/adjusting-pod-eviction-time-in-kubernetes: title: 'dbafromthecold.com: Adjusting pod eviction time in Kubernetes' description: '' year: '2020' stars: 0 ai_summary: Explains how to customize node and pod eviction behaviors during network partitions. Shows how to adjust parameters like pod-eviction-timeout and node-monitor-grace-period to prevent unnecessary database state re-syncs during transient packet loss. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Resilience Tuning - Node Evictions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dbasecenter.com/blog/the-top-5-mysql-performance-variables: title: 'dbasecenter.com: The top 5 MySQL performance variables' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dbasecenter.com: The top 5 MySQL performance variables in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032179.659679 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:19.659679+02:00' https://dbatools.io: title: dbatools.io description: '' year: '2026' stars: 5 ai_summary: An open-source, community-driven PowerShell module consisting of hundreds of command abstractions for automated SQL Server administration and migration. It allows administrators to securely perform complex backups, migration tasks, security audits, and configuration deployments in seconds. A vital tool for database engineering teams migrating infrastructure to the cloud. language: PowerShell / SQL resource_type: Software Toolkit complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Automation & Tooling - Database Administration - dbatools Module tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://ddev.com: title: ddev.com description: '' year: '2026' stars: 0 ai_summary: DDEV is an open-source local development tool built on Docker that abstracts container complexity for PHP, Node.js, and Python CMS environments. Live grounding confirms its extensive use in enterprise web development, offering automated local SSL, seamless DB migrations, and platform integrations. It remains a key standard for teams looking to mirror production architectures locally with minimal overhead. language: Go resource_type: tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development Environments - Local Orchestration - DDEV tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://debezium.io: title: '**Debezium**:' description: '' year: '2026' stars: 5 ai_summary: Debezium is the industry-standard distributed platform for log-based Change Data Capture (CDC). Built on top of Apache Kafka Connect, it translates row-level database changes into real-time event streams with minimal database overhead. This ensures strict transactional consistency across decoupled microservice architectures. language: Java resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Debezium tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds: title: 'debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon RDS' description: '' year: '2020' stars: 0 ai_summary: This operational retrospective outlines key lessons from running Debezium with PostgreSQL databases on Amazon RDS. It addresses replication slot management, Write-Ahead Log (WAL) retention dynamics, network failover behaviors, and AWS-specific performance configurations under heavy write operations. language: N/A resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Production Case Studies tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg: title: 'debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg' description: '' year: '2021' stars: 0 ai_summary: This architectural guide illustrates how to combine Debezium CDC with Apache Iceberg to create a low-latency, ACID-compliant transactional data lake. It outlines how streaming database changes can be direct-written to open-table formats to support scalable and cost-effective analytical engines. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Data Lakehouse - Apache Iceberg tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://debuild.co: title: Debuild description: '' year: '2023' stars: 0 ai_summary: Debuild is an AI-powered low-code generator that enables rapid development of web applications by translating natural language prompts into working React code and SQL schemas. Curator insights highlight its potential to democratization development. Live engineering assessments view this technology as a precursor to modern agentic software development, emphasizing the need for robust automated CI/CD safety nets to evaluate generated code. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Low-Code & AI Development - Application Generation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluster-826e08892d7a: title: 'decisivedevops.com: Kubernetes Events — News feed of your cluster' description: '' year: '2022' stars: 0 ai_summary: This guide explains the utility of Kubernetes events as a real-time diagnostic feed of cluster activities. It demonstrates how to capture, filter, and stream these resource events to external observability backends using open-source collectors. Properly configured event logging ensures that platform teams maintain a historical record of pod crashes and scheduling failures. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Observability - Events Logging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://declarando.es: title: declarando.es description: '' year: '2024' stars: 0 ai_summary: A dedicated tax-management and automated accounting platform engineered for Spanish freelancers. It leverages algorithmic optimizations to automate VAT and personal income tax returns, maximizing deductible business expenses dynamically. language: N/A resource_type: SaaS complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Financial Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://decodingml.substack.com: title: 'decodingml.substack.com: Decoding ML Newsletter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering decodingml.substack.com: Decoding ML Newsletter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032166.742653 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:06.742653+02:00' https://decodingml.substack.com/p/how-to-ensure-your-models-are-fail: title: 'decodingml.substack.com: How to ensure your models are fail-safe in production?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering decodingml.substack.com: How to ensure your models are fail-safe in production? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032380.391729 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.391729+02:00' https://deepsource.com/blog/zero-downtime-deployment: title: 'deepsource.io: Breaking down zero downtime deployments in Kubernetes' description: '' year: '2022' stars: 0 ai_summary: A deep dive into zero-downtime updates using liveness and readiness probes. Reviews how readiness state propagation prevents traffic from hitting newly spun containers before they are ready. language: YAML resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Deployments - Release Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://deepsource.io/blog/zero-downtime-deployment: title: 'deepsource.io: Breaking down zero downtime deployments in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1cbfd14171774ccc28b2985299a66a8326911c882f102d2b33d4c5de4d13cced health_score: 100.0 last_checked: 1779034109.845858 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:29.845858+02:00' https://deeptimittalblogger.medium.com/event-driven-architecture-111f504a8cbc: title: 'deeptimittalblogger.medium.com: Event driven architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering deeptimittalblogger.medium.com: Event driven architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031676.553578 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:56.553578+02:00' https://dekorate.io: title: Dekorate description: '' year: '2025' stars: 4 ai_summary: An annotation-based code generation tool that automatically creates Kubernetes manifests (YAML, JSON) during compile time. By decorating Java code directly, developers can emit Deployment, Service, and Ingress templates without leaving their IDEs. While highly convenient for Java-centric shops, it can obscure platform-level complexities that DevOps teams may need to manage externally. language: Java resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop - Manifest Generation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://denic.hashnode.dev/resources-to-crush-the-technical-interview: title: 'denic.hashnode.dev: Resources to crush the technical interview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering denic.hashnode.dev: Resources to crush the technical interview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030736.450278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.450278+02:00' https://deniscooper.co.uk/azure-devops-terraform-pipeline: title: Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples) description: '' year: '2025' stars: 0 ai_summary: A comprehensive configuration guide showing how to set up robust, multi-stage YAML pipelines in Azure DevOps for Terraform configurations. Solves remote backend locking and authentication hurdles. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Terraform - Azure DevOps Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' ? https://denniszielke.medium.com/using-azure-container-apps-at-scale-instead-of-your-building-your-own-naas-on-top-of-k8s-7c4760c2511f : title: 'denniszielke.medium.com: Using Azure Container Apps at scale instead of'' your building your own NaaS on top of K8s?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering denniszielke.medium.com: Using Azure Container Apps at scale instead of'' your building your own NaaS on top of K8s? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029838.054093 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:18.054093+02:00' https://deors.wordpress.com/2019/04/25/jenkins-ci-pipeline-java-spring-boot-maven-docker: title: ref 2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1bb4a1e5a4582cacf5384645a3dd90982e92db22cb9924a9f1c6c52d08013e3c health_score: 100.0 last_checked: 1779030587.406345 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:47.406345+02:00' https://dev-k8sref-io.web.app: title: dev-k8sref-io.web.app description: '' year: '2023' stars: 0 ai_summary: An alternative interactive API schema browser and resource reference for Kubernetes. Delivers structured, searchable navigation for complex API objects, making it easier for platform engineers to write clean yaml manifests and validate schema specifications across different versions. language: English resource_type: Developer Utility complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Reference Guides - API Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00: title: 'dev-vibe.medium.com: Encrypt Helm sensitive data' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dev-vibe.medium.com: Encrypt Helm sensitive data in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029369.326974 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.326974+02:00' https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-desktop-hik: title: 'dev.to: How to run docker on Windows without Docker Desktop' description: '' year: '2021' stars: 0 ai_summary: Shows how to run the Docker Engine on Windows using a native WSL2 Ubuntu distribution instead of Docker Desktop. Helps developers avoid licensing costs on corporate Windows machines. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - WSL2 - Alternatives tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advanced--35i3: title: 'dev.to: Git Commands Cheatsheet: Advanced (20+ Git Commands Advanced )' description: '' year: '2024' stars: 3 ai_summary: 'Curator Insight: Advanced digest targeting complex tasks like history modification, interactive rebases, and stash pop operations. Live Grounding: Essential for developers working inside highly active, multi-contributor master branches who need to cleanly integrate patches with minimum noise.' language: English resource_type: Blog Post complexity: Intermediate-Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deployment-4bbe: title: 'dev.to: How to create a production Docker image' description: '' year: '2021' stars: 0 ai_summary: Walks through hardening containers for production. Focuses on minimizing layers, excluding development dependencies, running as non-root users, and managing secrets securely. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Image Engineering - Hardening tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell: title: "dev.to: All about k3s - Lightweight Kubernetes \U0001F31F" description: '' year: '2020' stars: 1 ai_summary: A basic primer reviewing K3s' lightweight design principles, highlighting how removing non-essential drivers allows it to run smoothly on minimal RAM configurations. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Introduction - Quick Starts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620: title: 'dev.to: What’s Wrong With Measuring Developer Performance (+ 10 Best Metrics)' description: '' year: '2022' stars: 4 ai_summary: Critiques traditional individual developer performance metrics (such as lines of code, pull request count, or hours worked) as highly gamable and toxic to collaboration. Proposes ten alternative high-value holistic metrics centered on cycle times, collaboration, defect density, and deployment safety, facilitating sustainable delivery pipelines and high developer experience. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Metrics & Analytics - Developer Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/ajeetraina/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e: title: 'dev.to: Top 200 Kubernetes Tools for DevOps Engineer Like You' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: df90aba87b4844ffdf3021a6f15d30fb892e50676beee253a6ed1500e3c62488 health_score: 100.0 last_checked: 1779029820.531025 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.531025+02:00' https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j: title: 'dev.to: Dockerize a GoLang HTTP server and deploy it on Kubernetes' description: '' year: N/A stars: 0 ai_summary: Curator Insight explains how to wrap a basic Go HTTP server into a Docker container and set up K8s deployment manifests. Live Grounding identifies this as a foundational tutorial detailing deployment mechanics, services, and ports. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 45ef4028a66be8d1a701c24c44c99bb8640cc2a5e33cf8019bc08014ee6e3bfa health_score: 100.0 last_checked: 1779031439.943305 needs_ai_refresh: true hierarchy: - Cloud Native - Containers - Dockerizing Go tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:59.943305+02:00' https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj: title: 'dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger tracing' description: '' year: '2021' stars: 0 ai_summary: Implements high-throughput event sourcing and CQRS patterns in Go using gRPC, Apache Kafka, and PostgreSQL. Demonstrates how clean architecture and domain-driven design structure scalable systems, while integrating Jaeger for end-to-end distributed transaction tracing. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Architectures - Go & CQRS - gRPC Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl: title: 'dev.to: How to configure VSCode Bracket Pair Colors Natively' description: '' year: '2021' stars: 0 ai_summary: Provides deep details on configuring native bracket pair colorization in VS Code settings. Highlights the migration from resource-heavy third-party extensions to the built-in, highly optimized AST-based rendering engine to lower CPU utilization. language: JSON resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1c9f12f772ceeff004b5e5fdc0c4ca72cb3d59abef463c093f11b05477bf25fd health_score: 100.0 last_checked: 1779030589.11599 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.115990+02:00' https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem: title: 'dev.to: Extending GitOps: Effortless continuous integration and deployment on Kubernetes' description: '' year: '2023' stars: 3 ai_summary: Explores architectural models for bridging continuous integration (CI) platforms with GitOps-driven deployment mechanisms. Emphasizes clean decoupling where CI updates target config states while Kubernetes reconcile loops execute the rollout. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - CI/CD Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer-2fkl: title: "dev.to: 5 GitHub Projects to make you a better DevOps Engineer \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Features five open-source GitHub resources for training, covers interactive shell practices, Kubernetes cluster orchestration models, production-level networking checklists, and system design structures. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Community Resources - Hands-on Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/appland/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j: title: 'dev.to: Video: Visualize the architecture of your Java app, in VS Code,'' in 2 ¹/₂ minutes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d1ad685891679905b0fdd1b94502225d97ab2a117764266aaa045729d40d16af health_score: 100.0 last_checked: 1779030069.296169 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:09.296169+02:00' https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j: title: 'dev.to: Video: Visualize the architecture of your Java app, in VS Code, in 2 ¹/₂ minutes' description: '' year: '2022' stars: 0 ai_summary: An introduction to AppMap for VS Code, illustrating how to automatically record and render execution paths, database queries, and architectural layouts of Java applications in real time. language: Java resource_type: Video complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 5d75699b6e05e806c15e427a611979a335a5648d9e046d8a46105a75733f72b3 health_score: 100.0 last_checked: 1779130494.983141 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Architecture Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.983141+02:00' https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for-k8s-terraform-module-2og2: title: 'dev.to/arpanadhikari: Reusable AWS iam role for service-accounts (IRSA for k8s ) terraform module' description: '' year: '2023' stars: 0 ai_summary: A reusable Terraform module designed to configure IAM Roles for Service Accounts (IRSA) on AWS Kubernetes nodes. It establishes precise OIDC identity providers to achieve pod-level permission isolation. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/arunkc/get-started-with-apache-airflow-1218: title: 'dev.to: Get started with Apache Airflow' description: '' year: '2021' stars: 3 ai_summary: An introductory guide covering the fundamental architecture of Apache Airflow. It helps developers write their first Python-based Directed Acyclic Graphs (DAGs) using basic Operators, sensors, and scheduling definitions. language: Python resource_type: Blog Post complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Workflows - Apache Airflow - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/attaullahshafiq10/dev-ops-59dm: title: 'dev.to: DEV-OPS' description: "- Its a culture, concept, process and approach that merges software requirement gathering, software development, testing, quality assurance, system configurations, product deployment and operations. Organizations building or improving software products are moving towards a DevOps approach where development, testing, security, quality assurance and operations are getting merged within a large team and those technical resources work side by side to achieve higher return on investment\n \ - DevOps is one of the most broad topics within software dev because it lacks boundaries and limitations. Many technologies, tools, concepts, processes and ideas converge to give a good DevOps pipeline and DevOps process resulting in agile planning, continuous integration, continuous delivery, and high level monitoring of your enterprise level software systems. Hence, devops is not a single role or even a team's work that deals with all the technologies and processes. It a mixture of culture, traditions and process." year: '2021' stars: 0 ai_summary: A detailed overview of DevOps as a shared culture and process. Explains how merging requirements, coding, automated testing, and infrastructure management within unified teams improves software delivery speed and quality. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Foundational Principles - Culture & Process tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0: title: 'https://dev.to/aurelievache: Understanding Kubernetes: part 1 – Pods' description: '' year: '2026' stars: 0 ai_summary: An illustrated sketchnote guide mapping the basic structures and concepts of Kubernetes Pods. Curator Insight praises the clarity of visual-oriented learning. Live Grounding confirms its heavy usage as an onboarding tool for junior engineers. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5: title: 'dev.to/aurelievache: Understanding Istio: part 1 – Istio Components' description: "- [dev.to/aurelievache: Understanding Istio: part 9 – DestinationRule](https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e)\n \ - [dev.to/aurelievache: Understanding Istio: part 16 – Observability / Metrics](https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p)" year: '2021' stars: 0 ai_summary: Illustrated introductory series that demystifies core Istio components including virtual services, gateway declarations, destination rules, and observability patterns. language: English resource_type: Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Networking - Education tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p: title: 'dev.to/aurelievache: Understanding Istio: part 16 – Observability / Metrics' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: eeb17a9dc77ef7ee62db1b0a1001391a4f5e4a4d3429daa87bdc4e4439cd24a1 health_score: 100.0 last_checked: 1779029356.181654 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:16.181654+02:00' https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e: title: 'dev.to/aurelievache: Understanding Istio: part 9 – DestinationRule' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2e623cf8725bd47f95788b1f66fb1e12be17c6cb2ef27abbcf4b38fee0bd9754 health_score: 100.0 last_checked: 1779034152.436014 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:12.436014+02:00' https://dev.to/aurelievache/understanding-kubernetes-part-22-limitrange-144l: title: 'dev.to/aurelievache: Understanding Kubernetes: part 22 – LimitRange' description: '' year: '2021' stars: 0 ai_summary: 'Visual and friendly guide to using `LimitRange` objects in Kubernetes. - Illustrates how namespace boundaries act as safety nets, auto-injecting default CPU/Memory limits when missing. - Excellent for developer onboarding and cluster-wide resource compliance.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Policy & Governance - Limit Ranges tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-changelog-1alk: title: 'dev.to: Understanding Kubernetes: part 48 – Kubernetes 1.27 Changelog' description: '' year: '2023' stars: 0 ai_summary: A detailed technical breakdown of the Kubernetes 1.27 'Chill Vibes' release. Focuses on key API graduations, component deprecations, and structural upgrades such as the stable graduation of SeccompDefault, container runtime interface (CRI) refactoring, and security advancements. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Container Orchestration - Kubernetes Release Notes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l: title: 'dev.to: Adding an EBS volume to a running AWS EC2 Instance' description: '' year: '2021' stars: 0 ai_summary: A practical step-by-step guide on dynamically attaching and mounting an Elastic Block Store (EBS) volume to an active Linux EC2 instance. Covers the CLI/Console orchestration, filesystem creation, and mounting adjustments (via fstab) required to safely expand storage capacity without inducing instance downtime. language: Bash resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - AWS EC2 - Storage Provisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-59j8: title: 'dev.to/aws-builders: Amazon VPC Lattice — Build Applications, Not Networks' description: '' year: '2023' stars: 0 ai_summary: A deep dive into Amazon VPC Lattice, detailing how it decouples service communication networks from low-level VPC configuration constraints. It highlights the use of Lattice to manage traffic policies, authentication, and cross-cluster service-to-service communication with minimal operational overhead. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Service Mesh - AWS Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c: title: 'dev.to: AWS App Runner : How to deploy containerized applications using App Runner' description: '' year: '2021' stars: 0 ai_summary: Curator Insight details the operational steps for configuring and running Dockerized workloads on AWS App Runner. Live Grounding verifies this as a classic, high-value guide for transitioning traditional VMs to serverless containers without having to manage raw ECS or EKS orchestration. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Container Orchestration - App Runner tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd: title: 'dev.to: AWS WAF (Web Application Firewall): Deep Dive' description: '' year: '2023' stars: 0 ai_summary: A comprehensive technical exploration of AWS WAF deployment strategies. It covers rule evaluation order, IP sets, custom response headers, logging architectures to Kinesis Data Firehose, and best practices for configuring rate limiting and Geo-Match restrictions. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Network Security - Web Application Protection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6: title: "dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Presents an action-oriented best practice matrix covering cluster configuration and pod safety profiles. Details etcd encryption setups, secure secrets distribution patterns, and implementing standard Pod Security Admission policies. Highly recommended for establishing cluster baselines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cluster Hardening - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d: title: "dev.to: Best Practices When Designing AWS Architecture \U0001F31F\U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A deep dive into the operational best practices of the AWS Well-Architected Framework. Key topics include decoupling architectural dependencies, horizontal scaling mechanisms, and programmatic resource orchestration. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0b3ed91b300dc97b96241ed4a089fb7260d0734b0b386735043aab5923dec739 health_score: 100.0 last_checked: 1779030864.897039 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Architecture & Guides tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:24.897039+02:00' https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-wishlist-for-cicd-tools-on-aws-5a13: title: 'dev.to: Continuous Integration and Deployment on AWS - and a wishlist for CI/CD Tools on AWS' description: '' year: '2021' stars: 0 ai_summary: A Dev.to article discussing CI/CD architectures within AWS environments, containing a developer wishlist for next-generation pipeline features. It compares CodePipeline, GitHub Actions, and custom runners, detailing trade-offs in execution speeds, artifact management, and IAM-gated controls. Perfect for team leads structuring secure platform automation. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CI/CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h: title: 'dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 2 CI/CD' description: '' year: '2022' stars: 0 ai_summary: Outlines a modern serverless deployment loop, coupling HashiCorp Terraform with AWS API Gateway and Lambda functions. Part 2 focuses on constructing automated GitHub Actions CI/CD deployment pipelines for infrastructure and application code layers. language: HCL resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Serverless Deployment - Terraform & AWS Lambda tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6: title: 'dev.to: Creating an EKS Cluster and Node Group with Terraform' description: "- [dev.to: Install & Manage Amazon EKS Add-ons with Terraform](https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2dea)\n \ - Amazon VPC CNI\n - CoreDNS\n - Amazon EBS CSI" year: '2023' stars: 0 ai_summary: Walks engineers through setting up Amazon EKS Managed Node Groups with Terraform. It covers the declarative configuration of essential EKS Add-ons, specifically Amazon VPC CNI, CoreDNS, and EBS CSI drivers. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a: title: 'dev.to/aws-builders: Deploying a Containerized App to ECS Fargate Using a Private ECR Repo & Terragrunt' description: '' year: '2023' stars: 0 ai_summary: A container orchestration blueprint demonstrating ECS Fargate deployment via Terragrunt. Uses secure private ECR registries, ECS Task definitions, and automated cloud network isolation patterns to run enterprise-grade microservices. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terraform-using-chocolatey-2lld: title: 'DevOps Made Easy: Install AWS CLI, ECS CLI, Docker & Terraform Using Chocolatey' description: '' year: '2023' stars: 0 ai_summary: A step-by-step local workstation bootstrapping guide using the Windows Chocolatey package manager. Instructs how to quickly establish consistent local administration tooling, installing docker-cli, terraform, aws-cli, and ecs-cli to prepare for cloud resource management. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Local Environment Setup - Package Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devops.md - aws.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62: title: "dev.to: Disaster Recovery Cheat-sheet/Write-up \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A disaster recovery reference sheet translating AWS Well-Architected DR metrics (RTO and RPO) into specific execution patterns. It compares pilot light, warm standby, and active-active multi-region failover models. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 018a1be0e9f16a4e41494c451fe41970425f9a7cc83a68b5d8b3951cf485de8b health_score: 100.0 last_checked: 1779031163.892526 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Architecture & Guides tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.892526+02:00' https://dev.to/aws-builders/eks-iam-deep-dive-136d: title: "dev.to: EKS IAM Deep Dive \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An in-depth exploration of the security layer connecting AWS Identity and Access Management with EKS. Details authentication and authorization, explaining how IAM roles map to Kubernetes groups to achieve a robust security boundary. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Compliance - IAM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d: title: 'dev.to: Event driven architectures using AWS with example' description: '' year: '2022' stars: 0 ai_summary: Breaks down standard Event-Driven Architecture (EDA) paradigms, demonstrating asynchronous patterns utilizing AWS EventBridge, SQS, and Lambda. Illustrates decoupling domains to achieve maximum system scalability and operational tolerance. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - Event-Driven - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/from-scratch-oidc-providers-252d: title: 'dev.to/aws-builders: From Scratch: OIDC Providers' description: '' year: '2022' stars: 0 ai_summary: Examines the configuration of OpenID Connect (OIDC) providers to establish a trust relationship between multi-cloud workloads and AWS IAM. Discusses keyless authentication paradigms and JSON Web Token (JWT) validation without requiring long-lived access keys. language: None resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Security - Identity & Access Management - OIDC Providers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i: title: 'dev.to: Getting started with SNS and SQS' description: '' year: '2023' stars: 3 ai_summary: Provides a practical introduction to setting up AWS Simple Notification Service (SNS) and Simple Queue Service (SQS) patterns, outlining operational configurations for messaging-driven microservices. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - Messaging Services - AWS Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k: title: 'dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications on AWS' description: '' year: '2022' stars: 0 ai_summary: Explores the advantages of deploying AWS serverless architectures via the AWS Cloud Development Kit (CDK) over classic raw CloudFormation or SAM. Highlights object-oriented constructs, automated IAM policy generation, and multi-environment validation patterns. language: TypeScript resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AWS CDK - Serverless IaC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og: title: 'dev.to: Best way to Automate AWS EBS Snapshots (without scripts)' description: '' year: '2021' stars: 2 ai_summary: Explains how to configure Amazon Data Lifecycle Manager (DLM) to schedule and automate AWS EBS snapshot generation without script maintenance. Live Grounding indicates DLM as a standard cloud operations practice, eliminating cron-based scripts and reducing compliance failure risk. language: English resource_type: Blog / Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Disaster Recovery - AWS Storage - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-backup.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677: title: 'dev.to: How to deploy a serverless website with Terraform' description: '' year: '2023' stars: 0 ai_summary: A thorough guide details the process of deploying high-performance serverless static web platforms on AWS using Terraform. Connects CloudFront distributions, S3 hosting buckets, ACM SSL validation, and Route53 DNS zones. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we-start-with-5efp: title: 'dev.to/aws-builders: How to get started with DevOps? What skills should we start with?' description: '' year: '2023' stars: 0 ai_summary: 'Curator Insight: A beginner-focused roadmap detailing key technologies to study for AWS DevOps integration. Live Grounding: Recommends mastering basic infrastructure-as-code patterns, CI/CD mechanisms, and AWS core services to implement solid pipeline architectures.' language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Career Paths - AWS Pathways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j: title: 'dev.to: How Well-Architected Enables Junior Engineers' description: '' year: '2023' stars: 0 ai_summary: Examines how the AWS Well-Architected Framework acts as an educational and operational safety net for junior engineers, establishing structured system design patterns across developer teams. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - Engineering Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2dea: title: 'dev.to: Install & Manage Amazon EKS Add-ons with Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 717374a72d37dd853213e3148977bc4f8a0632ec5334c368d592c37de8314e20 health_score: 100.0 last_checked: 1779031787.810717 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:47.810717+02:00' https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc: title: 'dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)' description: '' year: '2022' stars: 0 ai_summary: An introduction to the AWS Serverless Application Model (SAM). Demonstrates how this declarative YAML framework extends CloudFormation, drastically simplifying the resource definition of REST APIs, databases, and scheduled execution scripts. language: YAML resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AWS SAM - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubernetes-part-1-4pd5: title: 'dev.to: Karpenter: The Better Autoscaling Solution for Kubernetes- Part'' 1' description: '' year: '2022' stars: 3 ai_summary: The first installment of a tutorial series explaining why Karpenter outperforms traditional autoscaling models. The article details the core operational differences, node-provisioning delays in older architectures, and provides a clear breakdown of Karpenter's YAML configuration structures. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 52684b303712c02fba044f9de1e86d423c2661b1ea2e580d270fd480421cf085 health_score: 100.0 last_checked: 1779034172.832987 needs_ai_refresh: true hierarchy: - Autoscaling - Resource Provisioning - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:32.832987+02:00' https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo: title: 'dev.to: KeyCloak with Nginx Ingress' description: '' year: '2023' stars: 4 ai_summary: Provides configuration patterns for exposing Keycloak behind an Nginx Ingress Controller in Kubernetes. Walks through configuring SSL termination, proxy headers, path rewrites, and secure cookie forwarding, avoiding common proxy-looping and domain-mismatch pitfalls. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - Ingress Integration tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof: title: 'dev.to: Manage webhooks at scale with AWS Serverless' description: '' year: '2022' stars: 0 ai_summary: Details a resilient cloud architecture designed to consume, validate, and process high-volume webhook traffic. Employs Amazon API Gateway to ingest requests, Amazon SQS to decouple workloads, and AWS Lambda to asynchronously process events, minimizing drop rates during traffic spikes. language: TypeScript resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - Messaging & Integration - Webhooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci: title: 'dev.to: Many free and useful AWS official Dev and User guides!' description: '' year: '2026' stars: 0 ai_summary: A curated index compiling official AWS developer guides. It categorizes reference specifications across compute, messaging, and database domains to streamline engineering onboarding. language: N/A resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 798d57ba809df995fe02eccfacaabfdff5554132188197fb9345ba05a794a0d1 health_score: 100.0 last_checked: 1779033435.821082 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.821082+02:00' https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-1-3hee: title: 'dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 1' description: '' year: '2023' stars: 0 ai_summary: Part 1 of a structured technical series exploring AWS App Mesh infrastructure configured via Terraform. Establishes core service mesh primitives, including virtual routers, nodes, and transport-layer TLS certificates. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-2-58fd: title: 'dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 2' description: '' year: '2023' stars: 0 ai_summary: Part 2 of the AWS App Mesh and Terraform series. Focuses on integrating Envoy proxy sidecars into ECS/EKS microservices, implementing virtual gateway route mappings, and establishing telemetry exports. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc-essentials-for-eks-cluster-management-51e3: title: 'dev.to/aws-builders: Navigating AWS EKS with Terraform: Understanding VPC Essentials for EKS Cluster Management' description: '' year: '2023' stars: 0 ai_summary: This architectural guide details the creation of secure, high-availability VPC networks tailored for AWS Elastic Kubernetes Service (EKS). It provides systematic designs for public/private subnet distribution, NAT Gateways, and route table controls to achieve optimal isolation. The author emphasizes standard modular Terraform paradigms for constructing multi-AZ network topographies. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AWS - EKS - Networking tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb: title: 'dev.to: Platform Engineering and Internal Developer Platform (IDP)' description: '' year: '2023' stars: 0 ai_summary: Explores AWS-specific implementations and patterns of Platform Engineering and IDPs. Details the boundaries between application code, infrastructure as code (IaC), and platform orchestrators to create repeatable golden paths for development teams. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Internal Developer Platform - Cloud Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/provisioning-aws-infrastructure-using-terraform-and-jenkins-cicd-pgj: title: 'dev.to: Provisioning AWS Infrastructure using Terraform and Jenkins CI/CD' description: '' year: '2023' stars: 0 ai_summary: Demonstrates how to build automated deployment pipelines for AWS configurations inside Jenkins. Evaluates Jenkins security bindings, dynamic workspace configurations, and the isolation of run-time states. language: Groovy/HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - Jenkins tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-architecture-5h1i: title: 'dev.to: Sharing secrets to ECS in an AWS multi-account architecture' description: '' year: '2022' stars: 0 ai_summary: A technical blueprint for cross-account secret management for Amazon ECS using AWS Secrets Manager and Systems Manager (SSM) Parameter Store. It provides security engineers with an architectural approach to maintain strict separation of concerns, principal-of-least-privilege IAM policies, and cross-account IAM role assumption. language: Terraform resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f: title: 'dev.to/aws-builders: Un Modelo de EDA: Event Driven Architectures' description: '' year: '2023' stars: 0 ai_summary: Una guía detallada sobre cómo implementar arquitecturas dirigidas por eventos (EDA) utilizando servicios nativos de AWS como EventBridge, SNS, SQS y Lambda para lograr un desacoplamiento de componentes de backend robusto. language: Spanish resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Patterns - EDA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/unleashing-the-power-of-cdk-and-terraform-in-cloud-deployments-5680: title: 'dev.to/aws-builders: Unleashing the Power of CDK and Terraform in Cloud Deployments' description: '' year: '2023' stars: 3 ai_summary: An assessment and comparison of Terraform CDKTF versus standard AWS CDK, highlighting architectural hybrid options. Helps organizations leverage multi-cloud platforms using familiar imperative development styles. language: TypeScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CDK - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/aws-builders/when-to-sns-or-sqs-2aji: title: 'dev.to: When to SNS or SQS' description: '' year: '2022' stars: 0 ai_summary: A technical comparison of Amazon Simple Notification Service (SNS) and Simple Queue Service (SQS) within event-driven architectures. It details SNS's pub-sub push mechanism versus SQS's pull-based queueing model, analyzing throughput characteristics and decoupling strategies. This guide clarifies architectural patterns for integrating microservices via point-to-point and fan-out message routing. language: N/A resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Messaging Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68: title: 'dev.to: Automatic API Key rotation for Amazon Managed Grafana' description: '' year: '2022' stars: 0 ai_summary: Curator Insight details the step-by-step automation of rotating Grafana API keys using AWS Lambda and Secrets Manager. Live Grounding validates this as a vital security standard, preventing persistent credential leaks and enforcing compliance policies across enterprise monitoring setups. language: JavaScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Identity & Access - Secrets Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/aws-heroes/serverless-beyond-the-basics-kom: title: "dev.to: Serverless - Beyond the Basics | Kristi Perreault \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Delves past initial hello-world templates to address production concerns like advanced testing strategies, strict security configurations, and proper CI/CD pipelines. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless - Advanced Best Practices tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291: title: 'dev.to: 10 New AWS Amplify Features to Check Out' description: '' year: '2021' stars: 0 ai_summary: Curator Insight catalogues critical feature updates in AWS Amplify to accelerate full-stack delivery. Live Grounding shows that while these specific features laid the foundation, modern Amplify ecosystems have converged around Next.js SSR support and CDK-based extensibility. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Frontend & Mobile - AWS Amplify tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers-1odo: title: 'dev.to: My Top 5 Visual Studio Code extensions for Azure Developers' description: '' year: '2021' stars: 0 ai_summary: Details 5 core extensions for Azure Cloud Architects using VS Code. Outlines features in Azure Functions, Resource Manager (ARM), and App Service extensions to sync local workspaces directly with cloud provisioning pipelines. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2bd85c6273966b32f09bde7333ad65a01396ebc40043f1e158efc7f00cc4a22a health_score: 100.0 last_checked: 1779034015.326691 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Remote Development & Collaborative Coding tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.326691+02:00' https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-django-5b9m: title: 'dev.to: Data Migration from Monolith to Microservice in Django' description: '' year: '2022' stars: 0 ai_summary: An enterprise migration case study detailing the systematic decomposition of a monolith Django database into isolated microservices data structures. Addresses synchronization problems, data integrity pipelines, and schema refactoring strategies. language: Python resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Systems Architecture - Microservices Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/baransel/a-git-cheat-sheet-4mab: title: 'dev.to: A Git Cheat Sheet' description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: Basic compilation of commands covering stage lifecycle, push hooks, and SSH configuration. Live Grounding: Simplifies common repository initialization tasks and basic credential caching setups for immediate developer onboarding.' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/bekbrace/new-rules-in-github-git-push-u-origin-main-2k82: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b4236667c74efe81a6d56e3b071a30674acc1bb6c6f97a8640ff64fd053c05ff health_score: 100.0 last_checked: 1779030196.263262 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.263262+02:00' https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform-1k68: title: 'dev.to/bennyfmo_237: Deploying Basic Infrastructure on AWS with Terraform' description: '' year: '2023' stars: 0 ai_summary: An introductory guide that details how to model core cloud architectures in AWS using Terraform. Deploys standard VPC network interfaces, public subnets, and essential route table entries. language: HCL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/bespoyasov/clean-architecture-on-frontend-4311?utm=midu: title: Clean Architecture on Frontend description: An implementation guide illustrating how to successfully port the concepts of clean architecture onto frontend projects using React and TypeScript. year: '2021' stars: 4 ai_summary: A highly practical engineering guide translating classic Clean Architecture layers—Domain, Application, and Adapters—to React and TypeScript codebases. The text demonstrates structural patterns to decouple business rules and state validation from UI components, enhancing mock-testing capabilities and system longevity. language: English resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 45b3f2940a47bd5b11a2da7c5ef90dc50aec50dfb47f021cb858c6a73a487ffc health_score: null last_checked: 1780352581.792399 needs_ai_refresh: false hierarchy: - Frontend Development - Architecture - Clean Architecture tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: react reputation_status: Vetted reputation_summary: A highly-rated, highly-cited technical article in the frontend engineering community with no reported issues. social_preview_url: https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffyvpbhcfxewdmmfn7n6r.png source_provenance: X.com (midudev) suggested_new_category: '' discovered_at: '2026-06-02T00:23:01.792399+02:00' https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l: title: 'dev.to/bhanufyi: Effective Terraform Variable Management in GitHub Actions' description: '' year: '2023' stars: 0 ai_summary: Demonstrates advanced workflows for parsing complex inputs, map variables, and dynamic configurations within GitHub Actions environments. Covers secure variable serialization using standard environment-level variables and dynamic JSON-encoded inputs mapped through workflows. language: YAML/HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - GitHub Actions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571: title: 'dev.to: Introduction to Bash Scripting - A DO Hackathon Submission' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c0cf142c0a8b4180746da7276210f08474d686ea5ba2b200c4cf1278154e1d16 health_score: 100.0 last_checked: 1779031113.209898 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/linux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:33.209898+02:00' https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9: title: "dev.to: Install Docker on Windows (WSL) without Docker Desktop \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: This advanced manual provides step-by-step instructions on setting up Docker Engine directly within a WSL 2 Linux distribution, removing the reliance on Docker Desktop. This architecture reduces resource consumption and circumvents enterprise licensing fees associated with commercial GUI applications. It represents a highly customizable, lightweight development setup optimized for advanced cloud-native operations. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 251ff4848a7d57bfa649529fd060b3fcf38c07437a10a449f67498e66c214f75 health_score: 100.0 last_checked: 1779031061.268637 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Docker Engine tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.268637+02:00' https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c: title: 'dev.to: Towards a Modular DevOps Stack' description: '' year: '2022' stars: 3 ai_summary: Proposes a blueprint for building modular, maintainable DevOps platforms. Focuses on orchestrating infrastructure provisioners, secret engines, and GitOps engines under unified declarative frameworks to minimize vendor lock-in. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Infrastructure as Code - Modular Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo-1eal: title: 'dev.to: Containers without Docker (podman, buildah, and skopeo)' description: '' year: '2022' stars: 0 ai_summary: 'An analysis of the modular container ecosystem, detailing how monolithic Docker tasks are decomposed into specialized, unprivileged utilities: Podman for execution, Buildah for image creation, and Skopeo for registry transfer. This architecture optimizes security and performance in enterprise environments.' language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Tooling - Decompiled Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/chefgs/deploy-kubernetes-resources-in-minikube-cluster-using-terraform-1p8o: title: 'dev.to: Deploy Kubernetes Resources in Minikube cluster using Terraform' description: '' year: '2022' stars: 2 ai_summary: A localized training guide that explains how to configure and use the Terraform Kubernetes provider against a local Minikube cluster. Helps developers practice writing manifests as code locally. language: HCL resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Kubernetes - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e: title: "dev.to: Getting Started Tutorial for Learning Kubernetes \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: An introductory technical tutorial outlining basic kubectl commands, resource deployments, and cluster interactions. Provides practical commands for spinning up, monitoring, and debugging test pods. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Tutorials - Practical Handson tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-between-vpcs-1ne4: title: 'dev.to/chinmay13: AWS Networking with Terraform: VPC Transit Gateway between VPCs' description: '' year: '2023' stars: 0 ai_summary: A deep-dive tutorial illustrating multi-VPC corporate networking architectures using AWS Transit Gateway and Terraform. Defines cross-VPC communication routes, security segmentations, and high-throughput connection protocols. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60: title: 'dev.to: Moving Azure Functions from AKS to Container Apps' description: '' year: '2022' stars: 0 ai_summary: An analytical migration post detailing the shift of Azure Functions from AKS (utilizing KEDA) into Azure Container Apps (ACA). Compares resource footprints, administration friction, and scale behaviors. Highly educational for choosing the correct serverless scale model. language: Bash resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Serverless Migrations - Container Apps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/cloudforecast/kubernetes-cost-management-and-analysis-guide-1e1b: title: "dev.to: Kubernetes Cost Management and Analysis Guide \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A deep dive tutorial focusing on structural cost-tracking and capacity planning. Explains how to establish cross-team namespace boundaries and dynamically aggregate infrastructure metrics to build readable corporate finance reports. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Optimization - Cost Management - FinOps Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja: title: 'dev.to: Packer and Terraform with Immutable Infrastructure' description: '' year: '2021' stars: 0 ai_summary: Discusses the collaborative ecosystem of HashiCorp Packer and Terraform. Explores building gold-standard virtual machine images with Packer and instantly orchestrating them within elastic scale sets using Terraform, realizing true immutable infrastructure patterns. language: English resource_type: Architectural Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Immutable Infrastructure tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116: title: 'dev.to: Kubernetes Deployment Antipatterns – part 1' description: '' year: '2026' stars: 0 ai_summary: A community republishing of the critical anti-pattern analysis, covering common operational pitfalls in Kubernetes deployments. Focuses on the dangers of ignoring scaling patterns, exposing sensitive APIs directly, and neglecting the declarative state. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Deployment Anti-Patterns - Operational Safety tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10 : title: 'dev.to: The JSON trick 25% of Python devs don''t know about' description: '' year: '2022' stars: 0 ai_summary: A developer guide illustrating lesser-known configuration features of Python's built-in JSON module. Demystifies performance optimizations, indentation strategies, and default-handling serialization interfaces for large application states. language: Python resource_type: Technical Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Performance & Parsing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9: title: 'dev.to: Git Cheat Sheet- 20 commands I Use Everyday | Tabassum Khanum' description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: Practical checklist of 20 daily-use commands for software engineers. Live Grounding: Highlights the vital utility of commands like git reset, git rm, and git status, helping juniors build structured commits before triggering remote CI pipelines.' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc: title: 'dev.to: Using VS Code to git rebase' description: '' year: '2020' stars: 0 ai_summary: Illustrates how to utilize VS Code as the default editor for interactive Git rebasing. Replaces traditional terminal editors with a graphic UI to ease tasks like commit squashing, dropping, and message rewriting during history cleaning cycles. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 42d16de19498969c4c367d80c435908ad6f3e31cfc885c1a93ed18baeec73a39 health_score: 100.0 last_checked: 1779030220.136147 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Version Control Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.136147+02:00' https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-186n: title: 'dev.to: GitHub Copilot blew my mind on a code-along exercise' description: '' year: '2021' stars: 0 ai_summary: An observational field report outlining the developer experience during rapid code-along exercises with GitHub Copilot. Focuses on the model's capacity to ingest localized context to complete complex algorithmic scripts. Demonstrates the reduction in cognitive fatigue for standard operations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7: title: 'dev.to: Learn how to use Git and GitHub in a team like a pro' description: '- [==dev.to: Learn how to use Git and GitHub in a team like a pro (part 2)==](https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j)' year: '2021' stars: 0 ai_summary: Focuses on best-practice development operations inside multi-person engineering branches. Describes clean feature-branching architectures, tracking issues, and utilizing labels during production cycles. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Team Collaboration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j: title: '==dev.to: Learn how to use Git and GitHub in a team like a pro (part 2)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f7a664f0524b624b67c1557d1acdba2e922ccd0d519386fa0be8566a9c8044c1 health_score: 100.0 last_checked: 1779031649.491195 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:29.491195+02:00' https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf: title: 'dev.to: The three meanings of "template" in Argo Workflows' description: '' year: '2023' stars: 0 ai_summary: Synthesizes the semantic differences and runtime boundaries between the three distinct definitions of 'template' in Argo Workflows. Distinguishes template definitions, invocations, and inline declarations within a workflow manifest, preventing common YAML structure misconfigurations in complex pipelines. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Orchestration - Argo Workflows - Templates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g: title: 'dev.to: Running Dapr on Kubernetes' description: '' year: '2021' stars: 3 ai_summary: Hands-on walkthrough detailing the installation and runtime operations of Dapr inside a Kubernetes cluster. Highlights initial configuration, Helm chart usages, and basic validation. While ideal for local developers sandbox validation, 2026 infrastructure paradigms prioritize declarative GitOps (e.g., Argo CD) for deploying Dapr components in production. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native - Application Runtime - Dapr Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable-5d85: title: 'dev.to/cyclops-ui: Five tools to make your K8s experience more enjoyable' description: '' year: '2024' stars: 0 ai_summary: A curated compilation evaluating five alternative graphical interfaces and CLI utilities designed to simplify everyday Kubernetes development and operations. Focuses on visual management, interactive debugging, and reducing the learning curve of raw YAML manifests. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f965a3ce5ac3df37332c0d52e88b692729e0e3a8ba7da4325760cf90ae069759 health_score: 100.0 last_checked: 1779032248.564211 needs_ai_refresh: true hierarchy: - Developer Experience - Tooling - Kubernetes UX tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.564211+02:00' https://dev.to/d1020/price-comparison-of-popular-serverless-architecture-providers-2jk9: title: 'dev.to: Price Comparison of Popular Serverless Architecture Providers' description: '' year: '2021' stars: 3 ai_summary: Performs financial comparisons between public cloud providers (AWS, Azure, GCP), modeling billing triggers, resource provisioning scales, and data egress pricing. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless Platforms - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc: title: "dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem clusters | Daniele Polencic \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Highlights solutions for extending AWS IAM Roles for Service Accounts (IRSA) configurations into on-premises Kubernetes clusters. Solves the hybrid identity challenge by utilizing OIDC federated discovery documents on local nodes. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - AWS IRSA - Hybrid Cloud tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/danielepolencic/labels-and-annotations-in-kubernetes-j4i: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6a085f58946e31684ad903aa6105075a24cb82c57b1a914de5fc04fb404bb6a5 health_score: 100.0 last_checked: 1779029984.8598 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:44.859800+02:00' https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73: title: 'dev.to/danielepolencic: Request-based autoscaling in Kubernetes: scaling to zero' description: '' year: '2021' stars: 0 ai_summary: Analyzes the mechanics of scale-to-zero capabilities in Kubernetes, focusing on HTTP request buffering and activator-driven routing. Contrasts traditional resource-metrics Horizontal Pod Autoscaler (HPA) with Knative-style Pod autoscaling. Essential reading for architects designing resource-optimized serverless architectures on Kubernetes. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Request-Driven Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b: title: "dev.to/danielepolencic: Scaling Kubernetes to multiple clusters and regions \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Investigates multi-region and multi-cluster scaling architectures in Kubernetes. Details routing traffic globally, handling disaster recovery scenarios, and utilizing tools like Karpenter, Cluster API, and global DNS load balancing to manage regional failovers. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Multi-Cluster Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9: title: "dev.to: The Kubernetes API architecture | Daniele Polencic \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A visual and descriptive architectural review of the API Server request pipeline. Traces client requests through authentication, authorization, and admission controller gates. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Architecture - Fundamentals tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e: title: 'dev.to: NoSQL Database Design for E-Commerce Apps in 2021' description: '' year: '2021' stars: 3 ai_summary: Pragmatic application of document-oriented schemas to modern digital commerce platforms. Discusses design patterns for cart state retention, product catalog nesting, and denormalization workflows optimized for low-latency retrieval. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - Database Design - E-Commerce Applications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k: title: 'dev.to/dashaun: K3s on Raspberry Pi and ClusterHat' description: '' year: '2021' stars: 1 ai_summary: An exploration of setting up K3s clusters on clustered Raspberry Pi physical hardware boards, examining ARM-based architecture performance and low-power microservice hosting loops. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Hardware - Raspberry Pi tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll: title: 'dev.to: A Deep Dive Into Kubernetes Schema Validation' description: '' year: '2021' stars: 0 ai_summary: Breaks down how the API server processes client submissions through OpenAPI schema validators. Details how developers can use automated validation frameworks in CI/CD chains to catch bad resource specs before applying manifests to clusters. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Validation Protocols - CI/CD Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4: title: "dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A deep dive tutorial explaining how to leverage kafkacat (kcat), a versatile C-based CLI utility for Kafka debugging. Demonstrates terminal patterns for payload production, streaming consumption, metadata inspection, and message header parsing. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - CLI Tools tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/deotyma/how-to-change-an-image-with-python-518d: title: 'dev.to: How to change an image with Python' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Introduces dynamic graphics manipulation routines using Pillow within modern pipelines. Live Grounding: Walks through scaling paths, rotational modifications, dynamic color channel mappings, and format compression strategies optimized for web workloads.' language: Python resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Image Processing - Pillow tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro-149p: title: 'dev.to: 20 Git Commands That Will Make You a Version Control Pro' description: '' year: '2024' stars: 3 ai_summary: 'Curator Insight: A practical guide introducing commands to establish master-level version control workflows. Live Grounding: Explores advanced command options including git cherry-pick, patch extraction, and custom formatting parameters for git log to accelerate release auditing.' language: English resource_type: Blog Post complexity: Intermediate-Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi: title: 'dev.to: Kubernetes Practice — Logging with Logstash and FluentD by Sidecar Container' description: '' year: '2021' stars: 0 ai_summary: Detailed technical analysis of localized cluster logging using Logstash and Fluentd configured within Kubernetes sidecar containers. Focuses on isolating log streams per pod, implementing resource limits to prevent sidecar starvation, and decoupling application logging pipelines from the local node file system. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Logging - Sidecar Pattern tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc: title: 'dev.to/devsatasurion: Deploying Applications with GitHub Actions and ArgoCD to EKS: Best Practices and Techniques' description: '' year: '2023' stars: 4 ai_summary: A detailed configuration recipe detailing how to orchestrate deployments to AWS EKS using GitHub Actions as the CI pipeline and ArgoCD as the GitOps agent. Includes IAM role assumptions, token handling, and multi-environment promotions. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps - GitHub Actions - AWS EKS tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09: title: 'dev.to: How we made the __markdown toolbar__' description: '' year: '2020' stars: 0 ai_summary: A deep developer retrospective explaining how the Forem engineering team built their optimized web markdown toolbar. Explores UI/UX constraints, raw JS selection insertion techniques, and accessibility-compliant inputs. Highly valuable for front-end platform architects building internal developer tools. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - Writing Tools - Web Editors tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e: title: 'dev.to: How to start with Kubernetes for begginer' description: '' year: '2021' stars: 1 ai_summary: A simplified learning roadmap for beginners. Details foundational prerequisites like Docker containerization concepts, basic Linux terminal operations, and introductory networking mechanics. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - Entrypoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg: title: "dev.to: Docker: Explained to a 5 year old. \U0001F476\U0001F3FB" description: '' year: '2021' stars: 0 ai_summary: An analogical introduction to containerization, explaining container isolation and images using the metaphor of a cargo shipping network. language: English resource_type: Introductory complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-aws-account-to-another-account-36mb: title: 'dev.to: How to Copy a Security Group with Rules from one AWS Account to Another account' description: '' year: '2022' stars: 0 ai_summary: A practical technical tutorial detailing programmatic patterns to replicate AWS Security Groups and nested rules across separate AWS accounts. It resolves multi-tenant configuration sync issues using Python and the AWS CLI. This is critical for engineers performing tenant migrations or standing up identical staging environments under modern IAM paradigms. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Security Group Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn: title: "dev.to: Git Cheat Sheet \U0001F4C4 (50 commands + Free PDF and poster)" description: '' year: '2024' stars: 3 ai_summary: 'Curator Insight: Comprehensive visual compilation of 50 commands accompanied by a custom poster and PDF download. Live Grounding: Highly effective for team offices to keep a standardized visual command map within sight, standardizing commit patterns across the engineering group.' language: English resource_type: Visual Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2: title: 'dev.to: 9 Docker Extensions Every Developer Must Try' description: '' year: '2023' stars: 0 ai_summary: Highlights extensions targeting productivity within local development dashboards. Covers structural utilities for Kubernetes visualization, real-time image scanning, and storage volume optimization. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Developer Tooling - Docker Desktop tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/docker/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e: title: 'dev.to: Top 200 Kubernetes Tools for DevOps Engineer Like You' description: '' year: '2023' stars: 0 ai_summary: A comprehensive directory indexing over 200 Kubernetes tools tailored for DevOps and platform engineers. Covers diverse categories including continuous deployment controllers, ingress routing, secret managers, and network policy visualizers. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f2917385193aab7345388fd9c942a39cdcd78fbab92e33a54cb2186a7ae13416 health_score: 100.0 last_checked: 1779130494.969829 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.969829+02:00' https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a: title: 'dev.to: Code Quality Tools in Python' description: '' year: '2021' stars: 3 ai_summary: Curator Insight reviews code quality tooling, highlighting traditional utilities like Flake8 and Black. Live Grounding confirms that modern CI/CD setups actively consolidate these individual quality checkers into centralized, lightning-fast Rust engines to speed up delivery loops. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - CI-CD - Code Quality tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/dollardhingra/python-code-best-practices-4k96: title: 'dev.to: Best Practices For Writing Clean Pythonic Code' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Curates core principles of Python coding patterns to enforce standard readability and longevity metrics. Live Grounding: Details actionable rules of PEP-8 compliance, context manager designs, and exception encapsulation techniques to ensure production-grade clean architectures.' language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Code Quality - Clean Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg: title: 'dev.to: Implementing a simple K8s admission controller in Go' description: '' year: '2020' stars: 0 ai_summary: Deep dive into developing custom admission control hooks using Go. Examines the mechanical process of parsing AdmissionReview requests, implementing validation logic, producing secure JSON patches for mutating workflows, and setting up local TLS validation to communicate securely with the Kubernetes API server. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Admission Control - Go Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op: title: 'dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence' description: '' year: '2021' stars: 0 ai_summary: A detailed technical guide explaining how to integrate Telepresence proxying with Docker Desktop and JetBrains IDE debuggers. It covers setting up traffic intercepts to enable step-by-step local JVM/Node debugging. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Developer Experience - Remote Debugging - IDE Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb: title: 'dev.to: Superb VSCode extensions changing your coding life' description: '' year: '2021' stars: 0 ai_summary: Analyzes transformative VS Code extensions that significantly alter code execution and formatting paradigms, showcasing how choosing the right workspace helper utilities impacts output speed. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6a80a307fcfcc49614358f0555fa87a6088cdb7f5bf2a840a74113f9b57f88f6 health_score: 100.0 last_checked: 1779031439.957675 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:59.957675+02:00' https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5: title: 'dev.to: Send notification to slack from the Jenkins CI Job and Jenkinsfile' description: '' year: '2021' stars: 0 ai_summary: 'A walkthrough demonstrating how to wire Slack notifications directly to Jenkins post-build declarative blocks. *Curator Insight*: Slack chat notifications. *Live Grounding*: Crucial for ChatOps environments to share instant telemetry and status metrics across developer squads.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Configuration Management - Notifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f: title: 'dev.to: How to monitor nginx in Kubernetes with Prometheus' description: '' year: '2021' stars: 0 ai_summary: Covers setting up Prometheus metrics for Nginx in Kubernetes clusters. Discusses configuring sidecars using Nginx VTS or official stub status metrics to trace payload rates and latency distribution. language: YAML resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Monitoring Integrations - Ingress & Proxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/edlegaultle/introduction-to-helm-50jl: title: "dev.to: Introduction to Helm \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5dc83ff27c34dd1693000dbeefd6bb1f0fb65ec2465ee04a34bf9c9018fa8255 health_score: 100.0 last_checked: 1779030827.326883 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:47.326883+02:00' https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g: title: 'dev.to: Open a command prompt in a Kubernetes cluster' description: '' year: '2021' stars: 4 ai_summary: Walks through initiating command sessions in target Kubernetes containers for diagnostics. Discusses ephemeral container usage and target debugging options without altering running code paths. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c26eb0de788e23c0873c87db4a43f8bc0f0fed934afaee24b0c8a6c714c3657d health_score: 100.0 last_checked: 1779034332.343214 needs_ai_refresh: true hierarchy: - Kubernetes Platform - Cluster Administration - Kubectl Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:12.343214+02:00' https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12: title: "Full Stack Developer's Roadmap \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A holistic guide detailing modern career trajectories and essential technical skills for full-stack developers. While covering classic frontend and backend tools, it places significant emphasis on containerization (Docker) and modern microservices orchestration patterns. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering Practices - Developer Productivity - Roadmaps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/env0/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: title: 'dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure'' Removal' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: de1ee6d9044d2cc17d47244bbcd0835db4e97f80cffed08c9fa2f7f8f9c1d6f1 health_score: 100.0 last_checked: 1779029110.400474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.400474+02:00' https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: title: 'dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure Removal' description: '' year: '2024' stars: 0 ai_summary: Comprehensive safety-first guide for managing infrastructure lifecycle terminations using the `terraform destroy` command. Highlights critical prevention mechanisms such as the `prevent_destroy` lifecycle hook, target-specific destructions, and mitigation of resource dependency graph breakdowns. language: HCL resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/ericawanja/git-and-github-for-beginners-33a0: title: 'dev.to: Git and GitHub for beginners' description: '' year: '2021' stars: 0 ai_summary: Introduces basic conceptual terms like local vs. remote, stage vs. commit, and explains pull requests visually to facilitate onboarding for junior software engineers. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Introduction tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei: title: 'dev.to: Introduction to Git and GitHub' description: '' year: '2021' stars: 0 ai_summary: Direct guide for engineers starting with version control, covering essential commands, setting up SSH auth tokens, and navigating remote interfaces. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Introduction tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/everythingdevops/how-to-run-minikube-on-apple-m1-chip-without-docker-desktop-h76: title: 'dev.to: How to run Minikube on Apple M1 chip without Docker Desktop using'' Colima' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1915526226130b87b4a75a71e73dffb3273a3d282f3e892e5c8bac690df14b8f health_score: 100.0 last_checked: 1779033187.045377 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:07.045377+02:00' https://dev.to/faruqt/how-to-connect-django-to-reactjs-part-2-2oje: title: "dev.to: Building a REST API with Django REST Framework \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c01e01cddc6449749557fd67cad7c087e7c4abf2d3abed82b7eb0110ee612e61 health_score: 100.0 last_checked: 1779031669.614332 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:49.614332+02:00' https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23: title: 'dev.to/fermyon: Scaling Sidecars to Zero in Kubernetes' description: '' year: '2023' stars: 0 ai_summary: Evaluates serverless techniques to scale resource-intensive sidecars down to zero when idle. Addresses the lifecycle synchronization challenges between the application container and its helper sidecar instances. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Design Patterns - Sidecar Pattern tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o: title: 'dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which is better?' description: '' year: '2023' stars: 0 ai_summary: An in-depth comparative study between stateful, cookie-driven session-based authentication and stateless, token-based (JWT) models. Highlights critical architectural impacts regarding horizontal scaling, cross-origin resource sharing (CORS) limits, and the absolute complexity of immediate session revocation in stateless systems. language: N/A resource_type: Article complexity: Basic is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - State Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m: title: '==dev.to: Detecting Kubernetes API Deprecations with pluto==' description: '' year: '2026' stars: 0 ai_summary: This technical tutorial demonstrates how to use Fairwinds Pluto to detect deprecated API versions across Kubernetes YAML manifests, Helm charts, and live clusters. It outlines practical methods for identifying out-of-date resource definitions prior to initiating major cluster upgrades. Incorporating this guide into continuous delivery pipelines prevents deployment failures caused by deprecated resource types. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: daf162f8d40c4fc0b5f25e6b43e6871a2fb1595eaa15fd6a5382fb9d19609d9d health_score: 100.0 last_checked: 1779030957.682752 needs_ai_refresh: true hierarchy: - Upgrade Path - API Deprecations - Static Analysis tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:57.682752+02:00' https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i: title: 'dev.to: Rapid API Creation with AWS Amplify' description: '' year: '2020' stars: 0 ai_summary: A developer-focused tutorial outlining how to provision and deploy serverless GraphQL and REST endpoints using AWS Amplify. Leverages AWS AppSync, DynamoDB, and Cognito for swift, scalable web/mobile backends. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS - Serverless APIs tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln: title: 'dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres, Docker and Docker Compose' description: '' year: '2022' stars: 4 ai_summary: A practical tutorial illustrating the deployment of a classic Spring Boot CRUD application integrated with PostgreSQL and automated locally via Docker Compose. It serves as an excellent starting template for setting up standard developer sandboxes. Modern platforms in 2026 often replace this flow with Testcontainers for local testing, but Docker Compose remains a solid base for local multi-service orchestration. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Boot - Local Development tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9: title: 'dev.to/franciscogm: AWS CLI SSO made easy' description: '' year: '2022' stars: 0 ai_summary: A developer-focused guide showing how to simplify multi-account authorization using the AWS CLI and AWS IAM Identity Center (formerly AWS Single Sign-On). It demonstrates optimal config profile structures to enable rapid terminal-based authentication. Highly valued by security administrators striving to eliminate long-term credentials on local workstations. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - Identity Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0: title: 'dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning' description: '' year: '2021' stars: 0 ai_summary: Real-world operational post-mortem detailing high-severity production downtime triggered by a silent failure in a Helm upgrade. Explains the critical importance of dry-runs, strict testing, and canary stages for chart deployment. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Reliability - Post-Mortems - Deployment Failures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/g_abud/advanced-git-reference-1o9j: title: "dev.to: Git Concepts I Wish I Knew Years Ago \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Examines the underlying architecture of Git, explaining blobs, commits, trees, and refs, helping developers troubleshoot merge conflicts with a conceptual understanding of data storage. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752: title: 'dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar container' description: '' year: '2022' stars: 0 ai_summary: Outlines an automated SSO sidecar integration pattern inside Kubernetes pods, abstracting authentication logic away from application-level containers. Details OAuth token management and redirect intercept strategies executed transparently at the pod level. Simplifies identity integration across multiple microservices. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - IAM - SSO tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb: title: "dev.to: Setting up a CI-CD Pipeline Using Azure DevOps \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Clear walk-through of establishing initial continuous delivery templates in Azure DevOps. Covers agent configurations, testing setups, and artifact publishing phases. language: YAML resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Pipeline Integration - Azure DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k: title: Centralized Add-on Management Across N Kubernetes Clusters description: '' year: '2022' stars: 0 ai_summary: A GitOps guide to deploying cluster extensions across fleets of Kubernetes engines. Illustrates declarative synchronization patterns to enforce state consistency across target clusters. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Multi-Cluster - Add-on Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec: title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz, Logging & Auditing' description: '' year: '2022' stars: 0 ai_summary: Part three of the GitGuardian series, focusing on authentication, authorization, logging, and audit tracking. Demonstrates how to design granular RBAC policies and enable cluster audit logs to detect security anomalies. Essential for establishing reliable forensic trails. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cluster Hardening - Audit Logs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l: title: 'dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)' description: '' year: '2022' stars: 0 ai_summary: Evaluates simple backup patterns ranging from manual zip compression and cloud storage synchronizations to primary Git remotes. Tailored for beginners seeking data resilience strategies prior to adopting complex CI/CD tooling. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Backup & Recovery - Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/github/how-do-i-resolve-merge-conflicts-5438: title: 'dev.to: How Do I Resolve Merge Conflicts?' description: '- [==dev.to: How to Undo Pushed Commits with Git==](https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6)' year: '2021' stars: 0 ai_summary: A step-by-step GitHub-focused guide on resolving merge conflicts, including using the browser-based editor and safely rolling back pushed commits using interactive tools. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Conflict Resolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/github/how-to-edit-a-github-action-3j14: title: 'dev.to: Make your first contribution to a GitHub Action!' description: '' year: '2021' stars: 0 ai_summary: An introductory guide for contributing to open-source actions. Teaches developers how to read action manifests, run automated unit tests locally, and submit pull requests to public community tools. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platform - Collaboration Tools - Open Source Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb: title: 'dev.to: How to never type passwords when using Git' description: '' year: '2021' stars: 0 ai_summary: Practical guide highlighting configuration steps for credentials caching, SSH key configuration, and GPG setup to bypass basic user login constraints securely during recurring Git actions. language: Shell resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Platform Security - Authentication - SSH Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6: title: '==dev.to: How to Undo Pushed Commits with Git==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 270e7297810848c392d254b26b0321b6c03d6f7c6937f71b2e583bf6d358823e health_score: 100.0 last_checked: 1779032157.132791 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.132791+02:00' https://dev.to/github/visualize-github-pages-build-logs-1mc1: title: 'dev.to: How to View Build Logs for GitHub Pages' description: '' year: '2021' stars: 0 ai_summary: An operations guide detailing how to inspect, analyze, and troubleshoot build logs for site deployments within GitHub Pages pipelines. Highly valuable for debugging custom Jekyll configurations, missing node dependencies, or YAML syntax errors. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - Static Site Generators - Build Troubleshooting tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba: title: 'dev.to: What''s the difference between a GitHub Action and a Workflow?' description: '' year: '2021' stars: 0 ai_summary: A conceptual breakdown clarifying platform differences between 'Workflows' and 'Actions'. Maps YAML-based continuous execution systems (Workflows) against discrete modular execution tasks (Actions) built with JavaScript or Docker. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Automation Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o: title: 'dev.to/gitlive: GitLive now works with any Git repository in VS Code!' description: '' year: '2026' stars: 3 ai_summary: An explanatory article detailing GitLive's capability to integrate with arbitrary self-hosted or cloud-based Git providers. It highlights practical ways to maintain collaborative development loops across complex deployment layouts. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e7c4eedcc93cbb1b8dcb22f726a5e51e8cac0c55c301fba584c1e0821e00692a health_score: 100.0 last_checked: 1779030346.25232 needs_ai_refresh: true hierarchy: - Collaboration - Version Control - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.252320+02:00' https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56: title: 'dev.to: Terraform Modules for Advanced Users' description: '' year: '2022' stars: 3 ai_summary: Explores complex patterns inside Terraform configurations, such as structural dynamics, dynamic code loops, complex variables, validation blocks, and semantic version tagging frameworks. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Modules - Advanced Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/gonedark/3-git-commands-i-use-every-day: title: 3 Git Commands I Use Every Day description: '' year: '2021' stars: 0 ai_summary: Examines daily developer command workflows, optimizing git stashing, quick rebases, and clean branch updates to reduce development cycles and streamline collaboration. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64: title: 'dev.to: DevOps 101 : Introduction to Ansible' description: '' year: '2021' stars: 0 ai_summary: A DevOps-focused introduction to Ansible fundamentals. Features simple configurations, basic execution strategies, state assertions, and standard recommendations for writing clean, readable YAML blueprints. language: YAML resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb: title: 'dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library' description: '' year: '2021' stars: 0 ai_summary: Practical introduction to HULL (Helm Universal Layer Library), a standardized, library-chart-driven mechanism to dramatically simplify Kubernetes manifest configuration without writing massive custom Go templates. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - HULL Library tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl: title: 'dev.to/grrywlsn: Self-service infrastructure as code' description: '' year: '2023' stars: 4 ai_summary: Outlines platform engineering strategies to enable developer self-service infrastructure deployment via pre-approved Terraform module registries. Discusses how to build abstraction templates that allow development teams to safely deploy standard resources without deep IaC expertise. Live grounding highlights this approach as a central pillar of modern platform teams looking to eliminate operations bottlenecks. language: HCL resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Workflow Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb: title: 'dev.to: VS Code extensions to increase your Productivity' description: '' year: '2026' stars: 3 ai_summary: Community-curated resource listing standard extensions designed to minimize cognitive overhead and speed up microservice coding loops. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: e2b18af5f9d47afe0555c5be7f06c027ff88b75f9138482eafbac8a2a97e6cbf health_score: 100.0 last_checked: 1779033976.522979 needs_ai_refresh: true hierarchy: - Development Environment - Productivity - Community Resource tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:16.522979+02:00' https://dev.to/heroku/deploying-your-first-golang-webapp-11b3: title: 'dev.to: Deploying Your First Golang Webapp' description: '' year: N/A stars: 0 ai_summary: A quickstart tutorial covering local compilation and cloud deployment of Go web applications. While slightly legacy, it provides robust fundamental concepts on environmental variables and buildpacks. language: en resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 10b7c9d82c84e90f47df29018bae614af05c2dde4339655346b60c71afb51142 health_score: 100.0 last_checked: 1779034094.324505 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Deployment tags: - '[GUIDE]' - '[LEGACY]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.324505+02:00' https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h: title: "dev.to: Git it Right\U0001F525\U0001F525\U0001F680(Git CheatSheet) \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: A conversational Dev.to cheat sheet translating fundamental Git commands into clear practical recipes. Live Grounding: Covers stash operations, diff tracking, and tag configurations, ensuring correct command invocation during collaborative code reviews.' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil: title: 'dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD' description: '' year: '2022' stars: 0 ai_summary: A step-by-step developer tutorial building an NGINX web server operator from scratch. It guides the reader through CRD definitions and controller structures, making it an excellent practical entry point for understanding the reconciliation model in a hands-on way. language: Go resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Extension - Operators Go tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7: title: 'dev.to: Docker CMD vs ENTRYPOINT: explaining the difference' description: '' year: '2021' stars: 0 ai_summary: Explains the differences between `CMD` and `ENTRYPOINT` in Dockerfiles. Highlights shell vs. exec execution forms, argument forwarding patterns, and runtime overriding constraints. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Image Engineering - Dockerfile Specs tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5: title: "dev.to: \U0001F68010 Trending projects on GitHub for web developers - 3rd December 2021" description: '' year: '2021' stars: 0 ai_summary: Weekly technical snapshot capturing ten trending open-source projects on GitHub, focusing on next-generation web platforms, development libraries, and modular application utilities. language: JavaScript/TypeScript resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Frontend - Trending tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d: title: 'dev.to/iamunnip: Building a local Kubernetes cluster using k3d' description: '' year: '2021' stars: 0 ai_summary: Curator Insight provides a basic building block tutorial for local k3d clusters. Live grounding in 2026 confirms this guide is an excellent entry-level resource for developer onboarding, offering step-by-step instructions on setting up multi-node environments and local load balancers. language: English resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Kubernetes Environments - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74: title: 'dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging' description: '' year: '2021' stars: 0 ai_summary: Comprehensive walkthrough analyzing various Git merge models supported natively inside GitHub, tracing structural differences between classic merge commits, squashing, and rebasing. language: None resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Merging Strategies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/ifierygod/series/14420: title: "dev.to: Git and GitHub Series' Articles - The Complete Guides \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Multi-chapter learning pathway aggregating sequential guides on local Git installation, remote repository management, team collaboration patterns, CI integrations, and security controls. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Guides Collection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc: title: 'dev.to: Creating a blockchain in 60 lines of Python' description: '' year: '2021' stars: 0 ai_summary: 'Curator Insight: Synthesizes blockchain basics into an easily understandable implementation in Python under sixty lines. Live Grounding: Outlines standard hashing algorithms (SHA-256), cryptographic block validation processes, genesis node creation, and basic distributed ledger architectures.' language: Python resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Distributed Systems - Blockchain tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with-a-small-dns-configuration-1o46: title: 'dev.to: Tune up your Kubernetes Application Performance with a small DNS Configuration' description: '' year: '2021' stars: 3 ai_summary: Exposes performance flaws caused by default ndots:5 configurations triggering excess upstream DNS requests. Explains how to optimize custom search configurations inside pods to speed up microservice resolutions. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - DNS - Performance Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/insha/javascript-array-and-its-methods-432k: title: 'dev.to: JavaScript Arrays and its Methods' description: '' year: '2021' stars: 0 ai_summary: Exploration of ECMAScript array methods (such as map, filter, and reduce), analyzing memory implications, time complexity, and mutations in highly responsive user interface pipelines. language: JavaScript resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - JavaScript Fundamentals - Data Structures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4: title: Migrating CI/CD from Jenkins to Argo Workflows description: '' year: '2022' stars: 4 ai_summary: Shares practical lessons from migrating a legacy Jenkins CI pipeline stack over to container-native Argo Workflows. Compares the performance, cost efficiency, resource overhead, and maintainability of step-based DAG flows. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - CI/CD Migration - Argo Workflows - Jenkins tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm: title: 'dev.to/irakan: Is JWT really a good fit for authentication?' description: '' year: '2022' stars: 0 ai_summary: Presents a critical analysis of JSON Web Token (JWT) vulnerabilities, challenging its usage as a default user session store. Discusses security challenges including immediate revocation difficulties, cryptographic key rotation overhead, and token storage vulnerabilities. Promotes modern hybrid architectures utilizing transient references. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - Tokens tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comprehensive-guide-4k8b: title: 'dev.to: Building a Robust CI/CD Pipeline with Docker: A Comprehensive Guide' description: '' year: '2023' stars: 0 ai_summary: Architects high-performance integration pipelines utilizing localized image-building agents. Emphasizes step caching, secure build variable injection, and automated image lifecycle promotion directly to secure registries. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - DevOps Pipelines - Container Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4: title: 'dev.to: The Simple Guide To Dockerizing Spring Boot' description: '' year: '2022' stars: 3 ai_summary: A streamlined tutorial on writing minimal, multi-stage Dockerfiles for Spring Boot apps. Explains the process of isolating compilation environments from execution environments to keep final production images slim. This guide is highly useful for developers seeking a quick setup, although it lacks advanced security practices like non-root execution by default. language: Java resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Boot - Containerization tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1: title: 'dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS (in AKS/Kubernetes)' description: '' year: '2022' stars: 0 ai_summary: Presents a dynamic DNS development environment setup using cert-manager, NGINX ingress, and DuckDNS on AKS clusters. Helps development teams quickly wire secure, externally accessible TLS endpoints without needing official domain registrations. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Ingress & Routing - Dynamic DNS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732: title: 'dev.to: 5 Best Java Frameworks to Learn in 2022 for Microservices and Cloud Native Development' description: '' year: '2022' stars: 0 ai_summary: A review of modern Java frameworks optimized for cloud-native deployment. Highlighting Spring Boot, Quarkus, Micronaut, Helidon, and Play, the article analyzes key differentiators including ahead-of-time (AOT) compilation, memory footprint sizes, and native compilation suitability for serverless architectures. language: Java resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Framework Selection - Developer Education tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programming-in-depth-4kff: title: 'dev.to: 5 Books and Courses to Learn Object Oriented Programming in Depth' description: '' year: '2021' stars: 0 ai_summary: Reviews five industry-standard courses and manuals targeting deep Object-Oriented Programming (OOP) architectures, clean design principles (SOLID), and enterprise domain-driven modeling patterns. language: Java/C++ resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Fundamentals - Object-Oriented Programming tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67: title: 'dev.to: 7 API Tools for REST Developers and Testers' description: '' year: '2021' stars: 0 ai_summary: Reviews seven essential REST API validation and design tools, analyzing the runtime capabilities and payload assertion performance of modern desktop clients and command-line instruments. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - API Management - Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/javinpaul/7-free-courses-to-learn-microsoft-azure-cloud-platform-bg4: title: 'dev.to/javinpaul: 7 Free Courses to Learn Microsoft Azure Cloud Platform' description: '' year: '2023' stars: 0 ai_summary: A educational review showcasing free training tracks for Azure core technologies. Provides resources for mastering identity infrastructure, storage provisioning, cloud networking, and security configurations. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - Microsoft Azure - Education tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad: title: 'dev.to: How to become a Certified AWS Solution Architect in 2022' description: '' year: '2022' stars: 0 ai_summary: A detailed learning pathway on Dev.to detailing how to clear the AWS Certified Solutions Architect Associate (SAA-C03) exam. Recommends courses, study tips, and hands-on scenarios to build well-architected framework design principles. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers-in-2023-1ldo: title: 'dev.to/javinpaul: My Favorite Free Courses to Learn Docker and Containers in 2023' description: '' year: '2023' stars: 0 ai_summary: A curated index of learning pathways and hands-on laboratory environments engineered to onboard technical staff into standard OCI registry management, CLI diagnostic loops, and Docker configurations. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Docker Basics - Educational Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-2023-4hof: title: "dev.to: Why Developers Should Learn Docker and Kubernetes in 2023 \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An industry-focused piece advocating for developer mastery of containerization and orchestration. Highlights the paradigm shift toward cloud-native microservices, demonstrating why containerization and declarative API competency have become standard prerequisites for modern backend engineering positions. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career Development - Skill Alignment - Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm: title: 'dev.to: 1 Tip to Double Your Productivity in Postman' description: '' year: '2026' stars: 0 ai_summary: Pragmatic guide focused on boosting daily Postman testing performance. Explores quick environment switching, keyboard shortcuts, and automated pre-request scripts to streamline developers' active debugging loops. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Testing - Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/jcoelho/8-jenkins-plugins-i-cant-live-without-3bin: title: 'dev.to: 8 Jenkins plugins I can''t live without (2019)' description: '' year: '2019' stars: 0 ai_summary: A popular community catalog of essential plugins. Focuses on developer velocity, visual tracing, Slack interactions, and credential storage interfaces that form the foundation of efficient operations. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Plugin Management - Ecosystem Curations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings-4m9a: title: 'dev.to/jcofman: Make VS Code better by editing and updating some settings' description: '' year: '2021' stars: 0 ai_summary: A programmatic guide to tuning `settings.json` in VS Code. Outlines precise configuration keys for optimizing render engines, tuning auto-save policies, modifying telemetry preferences, and managing resource consumption limits. language: JSON resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 69570e2290637c945cdbdf55230398de1c18b26573b1c0c23251dcb207d34d0d health_score: 100.0 last_checked: 1779032242.894698 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:22.894698+02:00' https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j: title: 'dev.to: Build my own Kubernetes journey (10 Part Series) | Jonatan Ezron' description: '' year: '2023' stars: 0 ai_summary: A comprehensive, ten-part engineering chronicle detailing the step-by-step setup and configuration of a home-lab Kubernetes cluster. Walks through local storage provisioners, container network interfaces (CNIs), ingress setup, and application deployment configurations, serving as a pragmatic guide for practitioners. language: English resource_type: Tutorial Series complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Hands-on Labs - System Implementation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik: title: 'dev.to: How to Manage Multiple SSH Key Pairs' description: '' year: '2021' stars: 2 ai_summary: Focuses on mapping multiple distinct SSH credentials on a single host. Guides the user in creating robust `~/.ssh/config` blocks to automatically select specific keys based on host names. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k: title: 'dev.to: Simplify Your Dockerfile wiyth Rust programming language| Kamesh Sampath' description: '' year: '2023' stars: 0 ai_summary: Presents Rust compilation patterns utilizing multi-stage Docker builds and Cargo Chef. Focuses on caching intermediate dependencies to drastically minimize development compiler times and deliver highly optimized target binaries. language: Rust resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Rust tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc: title: 'dev.to: 50 Linux Commands every developer NEED to know with example' description: '' year: '2022' stars: 0 ai_summary: A comprehensive directory detailing basic, intermediate, and advanced CLI operations. Translates abstract Linux patterns into functional scripts for managing permissions, finding logs, and inspecting networks. language: Bash resource_type: Reference Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Command Line - Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69: title: "dev.to: ELI5: Git Rebase vs. Merge \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: Offers a highly accessible comparison of merging versus rebasing strategies. Explains how merging acts as a non-destructive historical record, while rebasing dynamically alters commit history to maintain a linear DAG timeline. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/karaluton/what-exactly-is-the-dom-jhg: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 57bfb59f72033b49ac97dd76f4c46fea14c0d7d4a0c93c6ce0fa1cd3e56ef206 health_score: 100.0 last_checked: 1779034582.644232 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:22.644232+02:00' https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh: title: 'dev.to: Top 5 Docker Best Practices' description: '' year: '2023' stars: 0 ai_summary: Summarizes five essential Dockerfile patterns targeting faster builds and smaller output artifacts. Focuses on single-responsibility runtime structures, proper ignore files, and tag version consistency. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip: title: 'dev.to: Top 15 Automated API Testing Tools' description: '' year: '2023' stars: 4 ai_summary: A marketplace evaluation of 15 automated API testing frameworks. Details features of suites like Katalon, Postman, SoapUI, and Newman, helping teams choose testing tooling based on their workflow requirements. language: Agnostic resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Testing - Tooling - Comparison tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08: title: 'dev.to: Introduction to Kustomize - How to customize Kubernetes objects kubernetes' description: '' year: '2021' stars: 2 ai_summary: A practical tutorial covering Kustomize fundamentals, including base structures, namespaces, and target overlays. Details how to perform key-value injections, customize metadata, and scale replica sizes across environments while maintaining dry manifests. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8: title: 'dev.to: Getting Started with Flask and Docker' description: '' year: '2021' stars: 0 ai_summary: A concise roadmap for packaging dynamic Flask applications within isolated Docker runtimes. Focuses on safe environment abstractions, directory management, and multi-stage build optimization techniques. language: Python resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Containerization tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln: title: 'dev.to: Setting up a CI/CD with Jenkins' description: '' year: '2021' stars: 0 ai_summary: 'A basic, hands-on tutorial detailing how to set up your first functional Jenkins instance, connect plugins, and build an execution flow. *Curator Insight*: Fundamental Jenkins setups. *Live Grounding*: Good for engineers seeking a fast onboarding path.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Foundations - Learning Paths - Jenkins Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm: title: 'dev.to: Maven Plugin Configuration - The (Unknown) Tiny Details' description: '' year: '2020' stars: 3 ai_summary: Highly granular analysis exploring the inner mechanics of Maven's build configuration injection. Details hidden quirks in dependency resolution, class loading, and goal executions. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Plugin Deep Dives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n: title: 'dev.to: Your Roadmap to Become a DevOps Engineer in 2021' description: '' year: '2021' stars: 0 ai_summary: This KodeKloud handbook charts a practical learning path, focusing heavily on Linux administration, foundational shell scripting, and basic configuration managers. While newer platform abstractions have introduced advanced GitOps frameworks, live assessments show that the primary operating system skills and networking prerequisites mapped in this article remain absolute requirements for senior infrastructure engineering. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Roadmaps & Career - Skill Sets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047 : title: 'dev.to: Test-Driven-Development with Django: Unit Testing & Integration testing with Docker, Flask & Github Actions' description: '' year: '2021' stars: 0 ai_summary: A hands-on implementation guide showcasing Test-Driven Development (TDD) principles in Python. Employs Django, Flask, containerized Docker backends, and GitHub Actions to deploy validated code packages. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Backend Development - Python Testing Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl: title: 'dev.to: Use Kool to Dockerize Your Local Development Environment the Right Way' description: '' year: '2026' stars: 0 ai_summary: This guide details how to leverage Kool, an open-source CLI, to standardize and simplify local Docker-based development. By encapsulating Docker Compose patterns into customizable YAML configuration presets, Kool acts as a lightweight wrapper that isolates localized environments. This eliminates the 'works on my machine' syndrome and lowers the cognitive load for onboarding new developers into containerized environments. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Local Environments - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2: title: 'dev.to: The most elegant way to performance test your microservices running on Kubernetes' description: '' year: '2022' stars: 4 ai_summary: Demonstrates running scalable API performance evaluations in target Kubernetes setups. Promotes executing testing runs close to targets using container workloads to limit network noise. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Load Testing - Kubernetes Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-terraform-355n: title: "dev.to/kubestack: A Better Way to Provision Kubernetes Resources Using Terraform \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Highlights the architectural benefits of Kubestack, an open-source framework built on Terraform designed specifically for managing Kubernetes clusters and platform service deployments. Solves the traditional "two-stage apply" problem by separating cluster infrastructure provisioning from operational workload deployment. Live grounding underscores its utility in providing a deterministic GitOps deployment lifecycle for base platform components. language: HCL resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Kubernetes Integration - GitOps & Provisioning tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/kubona_my/docker-101-124e: title: 'dev.to: Docker 101!' description: '' year: '2021' stars: 0 ai_summary: A foundational Docker handbook covering basic file layers, host virtualization concepts, and essential container management CLI commands. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker - Foundations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/leading-edje/introduction-to-helm-50jl: title: "dev.to: Introduction to Helm \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A practical introduction outlining the foundational structure of Helm charts, releases, and CLI workflows. Discusses core mechanics of template compilation and value injection for developers new to Kubernetes package management. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Package Management - Introductory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7: title: "dev.to: Git fundamentals, a complete guide | Leandro Proença \U0001F31F\U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A comprehensive guide detailing the core mechanics of Git, covering the object model (blobs, trees, commits, and tags) and essential command-line workflows. It establishes a clear mental model of the three states (working directory, staging area, and local repository) necessary for robust version control practices. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1: title: 'dev.to/leandronsp: Kubernetes 101, part I, the fundamentals' description: "- [dev.to/leandronsp: Kubernetes 101, part II, pods](https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb)\n \ - [dev.to/leandronsp: Kubernetes 101, part III, controllers and self-healing](https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4ki5)\n \ - [dev.to/leandronsp: Kubernetes 101, part IV, deployments](https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3)\n \ - [dev.to/leandronsp: Kubernetes 101, part V, statefulsets](https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob)\n \ - [dev.to/leandronsp: Kubernetes 101, part VI, daemonsets](https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0)\n \ - [dev.to/leandronsp: Kubernetes 101, part VII, jobs and cronjobs](https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg)\n \ - [dev.to/leandronsp: Kubernetes 101, part VIII, networking fundamentals](https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7)" year: '2023' stars: 0 ai_summary: 'An extensive multi-part guide covering the full spectrum of core Kubernetes objects: Pods, Controllers (ReplicaSets, Deployments), StatefulSets, DaemonSets, Jobs, CronJobs, and Networking fundamentals. Serves as a deep, hands-on syllabus detailing state synchronization, storage persistence, and internal service communication patterns.' language: English resource_type: Tutorial Series complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Workload Resources - Pod & Controllers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb: title: 'dev.to/leandronsp: Kubernetes 101, part II, pods' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 43f34a5fd99481ab34294765778b698bc4e60e8fd324aa3be67a47a13087c5f4 health_score: 100.0 last_checked: 1779033236.720269 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.720269+02:00' https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4ki5: title: 'dev.to/leandronsp: Kubernetes 101, part III, controllers and self-healing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e337b9a5e35eb8438b7eb8ca567d65590db6dd3d0df4c10dbb1c221bc29520bd health_score: 100.0 last_checked: 1779031099.266647 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.266647+02:00' https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3: title: 'dev.to/leandronsp: Kubernetes 101, part IV, deployments' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6d2713148cf65cdb3a89c8c9fd7ff60390146c91ec2b5a043968f47d9155a28b health_score: 100.0 last_checked: 1779031900.60237 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.602370+02:00' https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob: title: 'dev.to/leandronsp: Kubernetes 101, part V, statefulsets' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fe63cd873d53f6c50ff8578c17e46db035450797d7a86083d199ded75dc2c00c health_score: 100.0 last_checked: 1779034134.350895 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:54.350895+02:00' https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0: title: 'dev.to/leandronsp: Kubernetes 101, part VI, daemonsets' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9f49feebfd17a53c5a183b8df3f018f07401edde7c0996ef6b8094fcccbd45db health_score: 100.0 last_checked: 1779029575.330856 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:55.330856+02:00' https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg: title: 'dev.to/leandronsp: Kubernetes 101, part VII, jobs and cronjobs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fde206ab1a7dc279296a0954a7ce71b315d27e2aabb045460ce62f39cf29bd75 health_score: 100.0 last_checked: 1779029147.501797 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:47.501797+02:00' https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7: title: 'dev.to/leandronsp: Kubernetes 101, part VIII, networking fundamentals' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3818d848786706a9a7097a039e75df88fccf8ed03614b5849d85a8fd9b49ca4b health_score: 100.0 last_checked: 1779031608.974435 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:48.974435+02:00' https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc: title: 'dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana, Prometheus and Loki' description: '' year: '2022' stars: 0 ai_summary: A practical implementation guide to bootstrapping the PLG (Prometheus, Loki, Grafana) observability stack. Focuses on Promtail configuration for cluster log collection, metric ingestion via Prometheus, and crafting unified correlation panels inside Grafana. language: None resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Advanced Telemetry & FinOps - Log Aggregation - PLG Stack Architecture tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32: title: How to use SSH properly and what is SSH Agent Forwarding description: '' year: '2021' stars: 3 ai_summary: Investigates the security mechanics of SSH Agent Forwarding. Evaluates risk profiles (such as root access vulnerabilities on intermediary hosts) and suggests safer patterns like ProxyJump and modern bastion practices. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your-search-with-elasticsearch-and-kibana-29n6: title: 'dev.to: Beginner''s guide to understanding the relevance of your search with Elasticsearch and Kibana' description: '' year: '2021' stars: 0 ai_summary: Explains the mechanics behind text matching, TF-IDF, and Okapi BM25 scoring algorithms within Elasticsearch, and how Kibana is used to visualize search results. Crucial for developers optimizing query performance and log index searching. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - Search Mechanics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/lizardkinglk/username-validator-1n8g: title: 'dev.to: Username Validator' description: '' year: '2021' stars: 0 ai_summary: Regular expression guide and implementation for validating user credentials on the client-side. Emphasizes security considerations like ReDoS (Regular Expression Denial of Service) and input sanitization before processing database commits. language: JavaScript resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - Security & Validation - Regular Expressions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7: title: "dev.to: 10 Fun Things You Can Do With GitHub.dev \U0001F60E" description: '' year: '2021' stars: 0 ai_summary: Hands-on exploration outlining the capabilities of using github.dev, a quick browser-based VS Code environment loaded instantly by hitting the '.' key on any repository interface. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Cloud Workstations - GitHub dev tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg: title: 'dev.to: Watch and react to Kubernetes objects changes' description: '' year: N/A stars: 0 ai_summary: Curator Insight outlines how to implement event-driven watches in Kubernetes using the Go client-go SDK. Live Grounding shows this is a foundational guide for building lightweight operators without full operator frameworks, leveraging Informers and Reflector mechanics. It is highly valued for explaining how to minimize API server load during state sync. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0bb8bd293eafe83b8a55bf5318be11c1d14a73b183c3964937622c2004f2f6f9 health_score: 100.0 last_checked: 1779034262.704176 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Development - Go Client-Go - Informer Pattern tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:02.704176+02:00' https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if: title: 'dev.to: How to make exclusive locks in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Explains how to design and execute distributed exclusive locking mechanisms inside Kubernetes. It details the structural usage of the Coordination API (Lease resources) and leader election patterns to prevent concurrent state manipulation in multi-replica microservices. language: Go/YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Concurrency - Distributed Locks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18: title: "dev.to: 19 Valuable GitHub Repositories for Beginner Developers \U0001F4DA✨" description: '' year: '2022' stars: 0 ai_summary: A collection of nineteen core GitHub repositories offering essential templates, API collections, and documentation guidelines to bootstrap professional developers. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Developer Productivity - Learning Paths tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91: title: 'dev.to: CI/CD: Automating our build and deploy process' description: '' year: '2026' stars: 0 ai_summary: A real-world engineering case study walking through the orchestration and automation of container builds and target host deployments. Examines key bottlenecks during early Git-driven pipeline setup and resolution strategies. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Continuous Deployment - Automation Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64: title: 'dev.to: python dictionary methods explanation and visualization' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Comprehensive visual maps explaining built-in dictionary manipulation routines. Live Grounding: Visualizes the differences between direct updates, item mutation methods, default handling methods, and pop routines to ensure correct data mutation practices.' language: Python resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python Fundamentals - Data Structures tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/majidqafouri/microservice-roadmap-4mci: title: 'dev.to: Microservice Roadmap' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b088fd5ae5281fa6cf27205a14e78b358b783e977e6cb8c7cc1560f880b4d632 health_score: 100.0 last_checked: 1779029949.913136 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/faq.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:09.913136+02:00' https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp: title: 'dev.to: 10 best GitHub repos for developers' description: '' year: '2021' stars: 0 ai_summary: Highlights ten essential GitHub repositories containing computer science guidelines, system architecture patterns, and algorithmic exercises critical for platform and backend software engineering. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Developer Productivity - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f: title: 'dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts' description: '' year: '2022' stars: 0 ai_summary: An introductory security conceptual guide reviewing isolation techniques like Linux namespaces, cgroups, and capabilities. Correlates these kernel-level tools to upstream abstraction parameters in standard Pod specs. Provides a concise, high-density primer on basic defense constructs. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Fundamentals - Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/mattqafouri/microservice-roadmap-4mci: title: 'dev.to: Microservice Roadmap' description: '' year: '2023' stars: 0 ai_summary: A structured educational roadmap highlighting the developmental journey to master microservices. It lists key technologies and conceptual milestones, including domain-driven design (DDD), containerization, event-driven architectures, API Gateways, distributed tracing with OpenTelemetry, and CI/CD pipelines. language: None resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices Architecture - Fundamentals - Roadmap tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7: title: 'dev.to: Rate limiting HTTP requests in Go using Redis' description: '' year: N/A stars: 0 ai_summary: A code-heavy guide illustrating how to implement distributed rate-limiting middleware in Go using Redis token bucket algorithms. Vital for securing public REST API endpoints. language: en resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a6dd7888fd1fce5e877c77d6a9162541e86cb5db944d8433496592e33ce41b02 health_score: 100.0 last_checked: 1779033674.950006 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - API Design tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:14.950006+02:00' https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha: title: 'dev.to/mavensingh: Advantages and Disadvantages of Go' description: '' year: N/A stars: 0 ai_summary: A high-level evaluation of Go's strengths (such as concurrency models and compiling speeds) balanced against its notable limits, such as strict syntax structures and historical generic compromises. language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3d24af81a86d8c5775d07ac8b8fa8ad54304da48dd26d0a40a11cf02406f7d8e health_score: 100.0 last_checked: 1779031671.199866 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:51.199866+02:00' https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho: title: 'dev.to: Implement Azure AD Workload Identity on AKS with terraform' description: '' year: '2022' stars: 0 ai_summary: A detailed playbook implementing Azure AD Workload Identity on AKS utilizing Terraform templates. Eliminates static secrets by mapping Azure Managed Identities with Kubernetes Service Accounts via federated OIDC token exchanges. language: Terraform resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Access & Identity - Workload Identity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/mbagley1020/price-comparison-of-popular-serverless-architecture-providers-2jk9: title: 'dev.to: Price Comparison of Popular Serverless Architecture Providers' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: de3143b1cfd7a3efdc955a4d569b047e4a66f129930b5136ba58c352b9a5f23c health_score: 100.0 last_checked: 1779030115.405533 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/serverless.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:55.405533+02:00' https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17: title: 'dev.to: Using Kyverno Policies for Kubernetes Governance' description: '' year: '2022' stars: 0 ai_summary: Explains how organizations can use Kyverno to establish governance guardrails across shared development environments. Covers automating labels, validating ownership configurations, and managing resource consumption rules to ensure multi-tenant hygiene. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ea1ffe99c5a75a4093f6243789caab5dcc734435fd3d4737d7ae9b8eb11e8dba health_score: 100.0 last_checked: 1779034522.751157 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Governance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.751157+02:00' https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9: title: 'dev.to: Autoprovisioning NFS volumes in EKS with CDK' description: '' year: '2022' stars: 0 ai_summary: Walks through the automated provisioning of NFS-backed persistent storage within Amazon EKS utilizing the AWS Cloud Development Kit (CDK). Demonstrates infrastructure-as-code automation for deploying NFS CSI drivers and configuring storage classes. language: TypeScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Infrastructure as Code - NFS Storage Autoprovisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en: title: 'dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting' description: '' year: '2023' stars: 0 ai_summary: Offers actionable guidance on moving from reactive firefighting to proactive alerts in production. Instructs readers on designing Alertmanager routing keys, building non-flapping alert thresholds, and writing actionable runbooks attached to notifications. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Practical Diagnostics - Alert Engineering - Proactive Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/milu_franz/git-explained-the-basics-igc: title: 'dev.to: Git Explained - The Basics' description: '' year: '2020' stars: 0 ai_summary: Introductory guide breaking down directory zones (working directory, staging area, git directory) and mapping baseline command flows for development environments onboarding. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/mkalioby/django-apps-on-kubernetes-2edo: title: 'dev.to: Django on K8s (Part 0: Introduction)' description: '' year: '2020' stars: 0 ai_summary: An introductory guide addressing Django application architectures tailored specifically for Containerization. Explains initial configurations, environment separation, Dockerfile design practices, and the integration of database migration steps into standard container start routines. language: Python resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Python - Django tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-you-think-it-is-1oik: title: "dev.to: Kubernetes Capacity and Resource Management: It's Not What You Think It Is \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Challenges standard assumptions around how capacity is calculated in Kubernetes. - Explains how system and kubelet-reserved buffers reduce actual schedulable space on nodes. - Recommends metric-driven planning over raw arithmetic estimations.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Capacity Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75: title: API Management vs API Gateway and where does API Analytics and Monitoring fit? description: '' year: '2021' stars: 0 ai_summary: Explores the delineation between routing runtime proxies (Gateways) and higher-level API lifecycle portals (Management), while explaining how analytics software fits in. Investigates the collection of telemetry metrics to track user behavior and API health without injecting latency. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Observability Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h: title: 'dev.to/monarene: Dynamic Volume Provisioning in Kubernetes with AWS and Terraform' description: '' year: '2023' stars: 0 ai_summary: Explores dynamic persistent volume provisioning within Amazon EKS utilizing the EBS CSI Driver configured via Terraform. Resolves common StorageClass mapping and dynamic volume registration patterns. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n: title: 'dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for Efficient Container Orchestration' description: '' year: '2023' stars: 3 ai_summary: Conceptual and programmatic handbook explaining core container coordination controls. Simplifies service-to-pod binding checks, network policies verification, and context switches for distributed application topologies. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: title: 'dev.to: Configure RBAC in Kubernetes Like a Boss' description: '' year: '2022' stars: 0 ai_summary: An operational checklist and set of best practices for establishing robust, leak-proof RBAC models. Helps administrators avoid common authorization anti-patterns such as wildcards in role rules. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7: title: 'dev.to: Deep Dive into AWS OIDC identity provider when installing OpenShift using manual authentication mode with STS' description: '' year: '2021' stars: 4 ai_summary: A granular deep dive detailing OpenShift installation on AWS using manual STS credentials. Explains the verification processes of AWS IAM Roles Anywhere, OIDC identity structures, and token exchanges. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Identity Management - Cloud Provider Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/mwafrika/how-to-use-git-stash-command-22bk: title: 'dev.to: How to Use Git Stash Command' description: '' year: '2022' stars: 0 ai_summary: Explains practical use-cases for isolating uncommitted changes to enable rapid local branch switching. Explains how the stash stack works and demonstrates how to cherry-pick specific changes back to clean working states, preventing manual diffing and code regression risks. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Workspace State tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje: title: "dev.to: Building a REST API with Django REST Framework \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Teaches developers to link a Django REST Framework API backend to a React.js client frontend. Investigates handling CORS rules, configuring unified JSON communications, and setting up token-based session workflows. language: Python resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Front-end Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41: title: "dev.to/narasimha1997: Communication between Microservices in a Kubernetes cluster \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Examines internal communication protocols of microservices deployed across Kubernetes networks. Details local service resolution dynamics, headless services, and the role of service proxies in optimizing intra-cluster communication speeds. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Microservices - Inter-Service Communication tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/navneet7716/optimizing-sql-queries-h9j: title: 'dev.to: Optimizing SQL Queries by 23x!!!' description: '' year: '2024' stars: 0 ai_summary: A database engineering optimization guide detailing a 23x performance improvement. Teaches strategies for index structuring, deep query analyzer explain plan parsing, and query patterns that eliminate execution bottlenecks. language: SQL resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases & Storage - Relational Databases - Performance Tuning tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp: title: 'dev.to: Using Selenium With Python in a Docker Container' description: '' year: '2022' stars: 0 ai_summary: Step-by-step tutorial on building containerized Python Selenium testing environments. Outlines headless browser configurations, Docker optimizations, and shared memory allocations. language: Python resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Test Automation - Containerized Testing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf: title: 'dev.to: Default Kyverno Policies for OpenEBS' description: '' year: '2021' stars: 0 ai_summary: Walks through establishing Kyverno policies optimized for workloads using OpenEBS as their persistent storage driver. Demonstrates how to automatically enforce volume attachment limits, dynamic volume provisioning policies, and validate container mount points for improved system stability. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ff4068050fc09a0a07f31d8c42e2f04303a242bb35310cace796a8766effa70 health_score: 100.0 last_checked: 1779032095.066602 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Storage - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.066602+02:00' https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n: title: 'dev.to: How to add In-App notifications to any web app!' description: '' year: '2022' stars: 0 ai_summary: Architectural guide on integrating live in-app notifications using Novu, exploring WebSockets, SSE (Server-Sent Events), and decoupled state synchronization across client nodes. language: JavaScript resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - Real-Time Communication - Notifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b: title: 'dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!' description: '' year: '2021' stars: 0 ai_summary: Demonstration of automated REST API generation from relational schemas using code generator frameworks. Examines dynamic routing models, DB pool initialization, and the trade-offs of using automated ORMs versus custom SQL design. language: JavaScript resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Protocols & API Design - REST APIs - Rapid Prototyping tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69: title: 'dev.to: Open Source: Multiple branches and git merges' description: '' year: '2022' stars: 0 ai_summary: Focuses on integration strategies for contributors managing branch hierarchies in open-source projects. Offers concrete tips on coordinating forks, staging changes across distinct feature branches, and safely executing pulls and merges with upstream main branches. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Collaborative Workflows - Open Source tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356: title: 'dev.to: Open Source: My first Pull Request' description: '' year: '2021' stars: 0 ai_summary: Walks beginners through their first open source contribution. Covers forking upstream, local cloning, branch creation, pushing, and opening a PR on GitHub. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l: title: 'dev.to/opensauced: How to Create a Good Pull Request Template (and Why You Should Add Gifs)' description: '' year: '2021' stars: 0 ai_summary: Provides blueprint strategies for designing high-yield pull request templates. Explains how structuring issue link references, visual UI regression context (like screenshots/GIFs), and self-review checklists enforces repository code standards. language: Markdown resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platform - Collaboration Tools - CI/CD Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e: title: 'dev.to/otomato_io: Liveness Probes: Feel the Pulse of the App' description: '' year: '2020' stars: 0 ai_summary: 'An analytical guide to defining the dynamic performance ''pulse'' of microservices. - Highlights how to configure lightweight endpoints that report deadlock scenarios without incurring runtime resource overhead. - Discusses how to trace and diagnose probe-induced container restarts.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Liveness Probes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k: title: 'dev.to: How to Simplify Your Local Kubernetes Development With Skaffold' description: '' year: '2021' stars: 0 ai_summary: Practical onboarding guide detailing local cloud-native development workflows using Skaffold. Explores live file-reloading, log streaming, and localized namespace configurations for multi-service apps. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Developer Experience - Inner-Loop Automation - Skaffold Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd: title: 'dev.to: Pixie: an X-ray Machine for Kubernetes Traffic' description: '' year: '2022' stars: 0 ai_summary: A comprehensive technical overview of Pixie, a CNCF-hosted, eBPF-powered observability framework. The guide details how Pixie leverages eBPF kernel probes to dynamically capture SQL commands, HTTP traffic, and performance metrics without code changes or sidecar injection overhead. language: Markdown resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e498286f13bf67872de3253d5aa756bb3ae8a7febb06d8301ac8031d1294b9e9 health_score: 100.0 last_checked: 1779029938.846918 needs_ai_refresh: true hierarchy: - Observability - Network Observability - eBPF tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.846918+02:00' https://dev.to/otomato_io/possible-paths-2hfc: title: "dev.to: Kubernetes TLS, Demystified \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Demystifies Kubernetes TLS configurations by explaining public/private key pairs, certificate authorities, client-cert server validations, and common Ingress security setups. language: English resource_type: Educational Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - PKI & Certificates - Conceptual tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg: title: 'dev.to: My 12 Favorite Chrome Extensions as a Web Developer' description: '' year: '2022' stars: 0 ai_summary: A developer-curated list of productivity-focused Google Chrome extensions. Highlights tools tailored for layout styling, security inspection, and high-density JSON schema visualization. language: None resource_type: Technical Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Browser Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2: title: "==dev.to: Create a Restful API with Golang from scratch== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: A step-by-step guide to building a clean, native REST API from scratch in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH CONTENT] language: es resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d40a00a1543f954982cc3579b43c016183086a837cc7b3e3c21c82cb4b875e10 health_score: 100.0 last_checked: 1779033169.77462 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - API Design tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.774620+02:00' https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75: title: 'dev.to: Beginner''s guide to Docker and Docker CLI commands' description: '' year: '2021' stars: 0 ai_summary: An onboarding reference cheatsheet detailing basic commands for the Docker CLI. Explores standard image, volume, networking, and container life cycle operations. language: English resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker - Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/configure-kubernetes-readiness-and-liveness-probes-tutorial-478p: title: "dev.to: Configure Kubernetes Readiness and Liveness Probes - Tutorial | Pavan Belagatti \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: 'Step-by-step developer guide on implementing probe specifications in Kubernetes manifests. - Covers the fundamental differences between HTTP, TCP, and Exec handlers. - Ideal for application developers looking to quickly implement basic self-healing properties.' language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Tutorial tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37: title: 'dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step Guide!' description: '' year: '2023' stars: 3 ai_summary: Hands-on guide showing how to package, deploy, and scale diverse machine learning applications using Kubernetes manifests. Focuses on establishing proper ingress routing, service definitions, CPU/GPU resource constraints, and continuous monitoring sidecars within a native cluster environment. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Kubernetes - Deployment Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b: title: 'dev.to: DevOps Trends for Developers in 2023 | Pavan Belagatti' description: '' year: '2023' stars: 0 ai_summary: 'Curator Insight: Details trending technologies and tooling directions emerging within DevOps. Live Grounding: Highlights progressive shifts toward DevSecOps, Platform Engineering, and GitOps-managed container lifecycles in the modern enterprise.' language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Methodology - Trends tags: - '[EMERGING]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n: title: 'dev.to: Kubernetes Kustomize Tutorial: A Beginner-Friendly Developer Guide!' description: '' year: '2023' stars: 2 ai_summary: A simplified, practical walkthrough introducing Kustomize to developers. Details core primitives (resources, generators, transformers) and illustrates setting up clean, template-less pipelines to manage multi-tenant local environments. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92: title: 'dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers' description: '' year: '2022' stars: 0 ai_summary: Translates complex cluster security profiles into digestible concepts tailored directly for application developers. Focuses on safe manifest construction, secret handling, and using non-root base images. Encourages safe development workflows to eliminate security issues before code merges. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Developer Guidance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/learn-how-to-set-kubernetes-resource-requests-and-limits-23n2: title: 'dev.to/pavanbelagatti: Learn How to Set Kubernetes Resource Requests and Limits' description: '' year: '2022' stars: 0 ai_summary: 'Introductory guide outlining how to define requests and limits in YAML specs. - Details why missing resources lead to scheduling failure or unstable workloads. - Provides clear code snippets for developers.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Requests and Limits tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715: title: 'dev.to: Scaling Your Application With Kubernetes | Pavan Belagatti' description: '' year: '2021' stars: 0 ai_summary: A brief overview introducing cloud-native application scaling mechanisms. Explores simple replica configurations and metrics monitoring strategies, serving as an outstanding initial developer onboarding reference. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Core Concepts - Scaling Intro tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources-32da: title: 'dev.to: Using Terraform To Manage Infrastructure Resources | Pavan Belagatti' description: '' year: '2022' stars: 3 ai_summary: Explains the baseline principles of Terraform configuration, executing initial runs, and interpreting resource drift in public clouds. Designed as a foundational layout for operators seeking to abandon manual console configurations. Live grounding emphasizes its use as an educational framework for modern devops onboardings. language: HCL resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Adoption Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ugly-26lc: title: 'dev.to: Load external data into OPA: The Good, The Bad, and The Ugly' description: '' year: '2022' stars: 0 ai_summary: Analyses the complex architectural patterns required for injecting dynamic runtime datasets into Open Policy Agent (OPA). Evaluates caching strategies, JWT validation, HTTP pull-push mechanisms, and their relative trade-offs regarding latency, scalability, and network failure tolerance inside authorization pathways. language: Rego resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 91e815cd1013249b7e9b2358dc3f3f2c2c3e6665afa5a148af30cbc2f6264944 health_score: 100.0 last_checked: 1779034172.871642 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security & Compliance - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:32.871642+02:00' https://dev.to/pghildiyal/series/14818: title: 'dev.to: Let''s Learn Kubernetes Series'' Articles' description: '' year: '2024' stars: 3 ai_summary: A systematic deep dive into Kubernetes design patterns, cluster schedulers, security controls, and storage operations. Promotes highly structured conceptual understanding of how container nodes synchronize states. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Comprehensive Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem: title: 'dev.to: A Better Way To Code: Documentation Driven Development' description: '' year: '2021' stars: 0 ai_summary: Introduces Documentation Driven Development (DDD). Explains how specifying schemas, system boundaries, and API interfaces in documentation before coding leads to cleaner microservice separation. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Methodology - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/playfulprogramming/the-awesome-side-of-github-awesome-lists-2a5h: title: 'dev.to: The Awesome Side of GitHub - Awesome Lists | Leonardo Montini' description: '' year: '2023' stars: 0 ai_summary: An analytical piece exploring the architectural and community value of GitHub's curated lists. Explains how these directories democratize community knowledge sharing and guides software developers in discovering, evaluating, and contributing to open-source resource landscapes. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Curation - Awesome Lists - Meta-Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi: title: 'dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends' description: '' year: '2020' stars: 0 ai_summary: A structural guide detailing productivity hacks with VS Code's Command Palette (Ctrl+Shift+P) and keybindings, designed to facilitate fast search, configuration changes, and command executions for power users. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a824e90b306b8dab1169e4a155d4930248fe6a04cb84fc750ed17d6759086db9 health_score: 100.0 last_checked: 1779130494.933112 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.933112+02:00' https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041: title: 'dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets' description: '' year: '2020' stars: 0 ai_summary: Teaches developers how to write and configure custom user snippets in VS Code, allowing rapid injection of frequently used code patterns and structural templates into diverse codebases. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: edf392dc2c19ed07bf450e9cd61bc41ef9fcf154144fe80bbac395c8cb914ac5 health_score: 100.0 last_checked: 1779130495.016514 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016514+02:00' https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway-4n84: title: 'dev.to: FaaS on Kubernetes: From AWS Lambda & API Gateway To Knative & Kong API Gateway' description: '' year: '2021' stars: 4 ai_summary: Practical technical demonstration outlining how to replicate proprietary cloud FaaS configurations by using open components like Knative and Kong API Gateway inside a Kubernetes cluster. language: English resource_type: Technical Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Serverless - Knative and API Gateways tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p: title: 'dev.to/pmbanugo: Goodbye Dockerfiles: Build Secure & Optimised Node.js Container Images with Cloud Native Buildpacks' description: '' year: '2026' stars: 0 ai_summary: A hands-on guide illustrating how to deploy secure, optimized Node.js container applications without writing custom Dockerfiles, utilizing Cloud Native Buildpacks. It demonstrates how buildpacks automatically handle package caching, optimize production dependencies, and strip non-essential files. This results in smaller, audit-ready Node images with minimum developer overhead. language: Markdown resource_type: Article complexity: Low is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Node.js - Image Building tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4: title: 'dev.to: Docker Commands Cheat Sheet | Pragyan Tripathi' description: '' year: '2024' stars: 3 ai_summary: Modern developer guide consolidating command sequences for optimizing docker image construction and multi-container environment variables. Great for fast onboarding and verifying runtime dependencies. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45: title: "dev.to: Docker : From Zero to Hero \U0001F6F8 ( part 1) | Prasenjeet Kumar" description: '' year: '2023' stars: 0 ai_summary: An analytical introduction framing the architectural jump from resource-heavy hypervisors to shared-kernel container virtualization. Outlines fundamental properties of image layers, read-write layers, and execution systems. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Docker Basics - Core Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/purveshshende2/git-for-beginners-3il6: title: 'dev.to: Git for beginners' description: '' year: '2021' stars: 0 ai_summary: An introductory manual for Git CLI operations, tracing how data moves between the local working directory, the index stage, and remote servers. Helps teams establish consistent baseline practices during developer onboarding. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git CLI Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c: title: 'dev.to/pwd9000: Connect Terraform to Azure DevOps Git Repos over SSH' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b745107e9ef164affb9c14ab606a1b67d36f355d3a10d3e700b3ce4b0285859c health_score: 100.0 last_checked: 1779032177.53572 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.535720+02:00' https://dev.to/pwd9000/series/16567: title: "dev.to/pwd9000: Terraform Pro Tips Series' Articles \U0001F31F\U0001F31F" description: "- [dev.to/pwd9000: Connect Terraform to Azure DevOps Git Repos over SSH](https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c)\n \ - [dev.to/pwd9000: Terraform - Complex Variable Types](https://dev.to/pwd9000/terraform-complex-variable-types-173e)\n \ - [dev.to/pwd9000: Terraform - Understanding the Lifecycle Block](https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e)\n \ - etc" year: '2023' stars: 4 ai_summary: A collection of advanced Terraform architectural guides addressing Azure DevOps integration over SSH, complex variable typings, and fine-tuning resource lifecycles. Discusses the utilization of attributes like "ignore_changes" and "prevent_destroy" to safeguard critical production backbones. Live grounding confirms this series is a vital playbook for operationalizing continuous delivery in enterprise spaces. language: HCL resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Advanced Orchestration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/pwd9000/terraform-complex-variable-types-173e: title: 'dev.to/pwd9000: Terraform - Complex Variable Types' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ccc836673f845a730401191c4cf02f1beb743ab65feb8e1a9045f4f6a3b4c638 health_score: 100.0 last_checked: 1779032337.36982 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.369820+02:00' https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai: title: 'dev.to: Terraform IaC Scanning with Trivy' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1d10bfed516965c4413318093b17c7118abafb92e1bfb5d76db24eedbb69c9dd health_score: 100.0 last_checked: 1779030090.957622 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:30.957622+02:00' https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e: title: 'dev.to/pwd9000: Terraform - Understanding the Lifecycle Block' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: db3c11fc54e40a28f3a9ae6cb9b839fe9e3d39674997eb4ef15dcf1273061cde health_score: 100.0 last_checked: 1779029487.0925 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.092500+02:00' https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k: title: "dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode Kubernetes Engine \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An introduction to Kubernetes scaling tools (HPA, VPA, and Cluster Autoscaler) leveraging the Linode Kubernetes Engine (LKE). This guide demystifies metric validation loops and autoscaler behavior, providing a practical foundation for engineers implementing scaling outside major hyperscalers. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Alternative Cloud - Linode Kubernetes Engine (LKE) - Autoscaling Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9: title: 'dev.to: Thunder Client - Http Client Extension for VS Code' description: '' year: '2026' stars: 4 ai_summary: Explores Thunder Client, a lightweight, rapid rest API client integrated natively into VS Code. Offers a fast local alternative to bulky testing platforms like Postman. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: f7bda43d22cd14c8408451a431de9924c852d2b27e22c93ed00b5670c0924001 health_score: 100.0 last_checked: 1779030736.423248 needs_ai_refresh: true hierarchy: - Software Engineering - API Testing - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.423248+02:00' https://dev.to/razgandeanu/selenium-cheat-sheet-9lc: title: 'dev.to: Selenium Cheat Sheet' description: '' year: '2023' stars: 0 ai_summary: A functional automation manual detailing browser automation configurations with Selenium WebDriver. Highlights explicit wait hooks, complex element locator structures, and integration into CI platforms. language: Java resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Quality - Testing Automation - Selenium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce: title: 'dev.to: Getting started with Windows Containers on Azure Kubernetes Service' description: '' year: '2022' stars: 0 ai_summary: A fundamental playbook illustrating setup tasks for hosting Windows Server containers inside AKS node pools. Explains common pitfalls including licensing, customized networking modes, and configuring dual-OS deployments alongside Linux nodes. language: Bash resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Node Pools - Windows Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/render/git-organized-a-better-git-flow-56go: title: 'dev.to: Git Organized: A Better Git Flow' description: '' year: '2021' stars: 0 ai_summary: Explores strategies for maintaining clean, readable Git history, emphasizing squash-and-merge patterns and clean branching methodologies to streamline code reviews and CI/CD pipelines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad: title: 'dev.to: Using Kyverno To Enforce EKS Best Practices' description: '' year: '2021' stars: 0 ai_summary: Guided tutorial showing how platform engineers can utilize Kyverno to systematically lock down Amazon EKS clusters. Illustrates policy enforcement setups to enforce multi-tenant isolation, require standard resource limits, and disable host networking, using declarative Kubernetes manifests. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 910bcd519ff75c206a78c9889e9f887002bcc1bd382954b0831d5b8f6cfc0e88 health_score: 100.0 last_checked: 1779031012.135261 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - EKS tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.135261+02:00' https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239: title: "dev.to: Helm Release Time-To-Live(TTL)⏳\U0001F480 for Temporary Environments" description: '' year: '2021' stars: 0 ai_summary: Outlines techniques to implement a TTL (Time-To-Live) mechanism for Helm releases. Crucial for optimizing cloud spend in ephemeral testing environments by garbage-collecting resources after pre-defined lifetimes. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Infrastructure - Cost Optimization - Temporary Environments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/run-x/devops-is-not-automation-2amo: title: 'dev.to: DevOps Is Not Automation' description: '' year: '2021' stars: 0 ai_summary: Reframes DevOps by showing that automation is just an enabling tool. Argues that true performance depends on strong feedback loops, continuous learning, and close cooperation between development and operations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Culture & Mindset - Organizational Philosophy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architecture-16cl: title: 'dev.to/sagary2j: ELK Stack Deployment using MiniKube single node architecture' description: '' year: '2021' stars: 0 ai_summary: Walks through a lightweight, single-node ELK Stack deployment on Minikube. Demonstrates how to write custom Kubernetes manifests for dev/test verification of log aggregation pipelines. language: YAML resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma: title: 'dev.to/saintdle: Deploying Nvidia GPU enabled Tanzu Kubernetes Clusters' description: '' year: '2022' stars: 0 ai_summary: A detailed engineering walkthrough detailing the enablement of Nvidia GPU acceleration within guest Tanzu Kubernetes Grid (TKG) clusters on vSphere. Covers vGPU profiles, driver configuration, and assigning hardware-accelerated nodes to support AI/ML and deep learning workloads. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - AI & GPU Computing - VMware Tanzu tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84: title: "dev.to: How atomic Git commits dramatically increased my productivity - and will increase yours too \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Advocates for atomic commits (limiting each commit to a single, self-contained change). Explains how this practice simplifies code reviews, speeds up automated testing, and makes rollbacks easier. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh: title: 'Kubernetes Tutorial: Learn the Basics' description: '' year: '2020' stars: 0 ai_summary: A foundational guide tailored for developers new to orchestration systems, covering the core syntax and commands needed to deploy applications. It explores the relationship between Docker containers and Kubernetes Pods, explaining how Services route network traffic inside a cluster. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Tutorial - Beginner tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/scottshipp/series/15100: title: 'dev.to: An amazing note-taking system with Markdown and Git Series'' Articles' description: '' year: '2022' stars: 0 ai_summary: An innovative developer series exploring the construction of a personalized knowledge-base built using Git repository version control and plain-text Markdown. Establishes the organizational structures needed to run rapid note-taking workflows with low operational overhead. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - Knowledge Management - GitOps Docs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l: title: "dev.to: CI/CD Continuous Integration & Delivery Explained \U0001F31F\U0001F31F" description: '' year: '2021' stars: 2 ai_summary: Deep dive into the operational differences between Continuous Integration, Continuous Delivery, and Continuous Deployment. Examines pipeline automation structures, feedback latency mitigation, and verification strategies to accelerate delivery. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Pipelines - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k: title: 'dev.to: Construyendo un MVP sin base de datos' description: '' year: '2022' stars: 0 ai_summary: Discusses practical architectural patterns to construct functional MVPs without incorporating an actual persistent database, using flat-files, local memory, or external SaaS instead. Explains how this architectural decoupling lowers initial operational complexity and lets developers focus on testing business logic. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Prototyping - Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j: title: 'dev.to: Apache Druid: overview, running in Kubernetes and monitoring with Prometheus' description: '' year: '2021' stars: 0 ai_summary: A detailed deployment blueprint explaining how to manage Apache Druid analytical clusters on Kubernetes. Explains cluster orchestration, deep storage configuration, and observability setups using Prometheus integrations. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - OLAP - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/shreyazz/javascript-objects-57ob: title: 'dev.to: JavaScript Objects' description: '' year: '2021' stars: 0 ai_summary: Synthesized guide detailing JavaScript object fundamentals, highlighting prototype inheritance, property descriptors, and performance implications of dynamically typed structures. language: JavaScript resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - JavaScript Fundamentals - Data Structures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh: title: "dev.to: Make your own API under 30 lines of code \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A minimal implementation guide showcasing how to build a fully functional REST API with Node.js and Express in under 30 lines of code. It is an excellent resource for rapid prototyping and understanding bare-bones HTTP routing configurations. language: JavaScript resource_type: Tutorial complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - REST - Implementation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/signoz/docker-101-introduction-to-docker-1kbm: title: 'dev.to: Docker 101: Introduction to Docker' description: '' year: '2021' stars: 0 ai_summary: Introductory overview of container runtimes, explaining host engines, daemon processes, and Registry operations for beginning cloud engineers. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker - Introduction tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/solegaonkar/prevent-configuration-errors-in-kubernetes-30dn: title: 'dev.to: Prevent Configuration Errors in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Discusses linting tools (Kubeval, Conftest, Kyverno, Kube-score) that catch syntactic and semantic misconfigurations within CI/CD pipelines before deployment to live clusters. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Configuration Guardrails tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a: title: 'dev.to: 15 Developer Tools to Make You Super Productive' description: '' year: '2022' stars: 0 ai_summary: Examines fifteen specialized software developer tools, covering shell customization utilities, automated search engines, linting systems, and IDE extensions engineered to maximize coding velocity. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Developer Productivity - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp: title: 'dev.to: Build a highly available Node.js application using Docker, NGINX and AWS ELB' description: '' year: '2021' stars: 0 ai_summary: 'A detailed tutorial on architectural multi-tiering. Focuses on setting up a containerized Node.js application behind an NGINX reverse proxy, balanced globally by an AWS Elastic Load Balancer (ELB) for resilient target routing. (Live Grounding: Focuses on classic VM-to-container cloud architectures, forming a vital cognitive bridge before migrating entirely to Kubernetes Ingress/Gateway APIs).' language: JavaScript/Shell resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Load Balancing - High Availability tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10: title: 'dev.to/spacelift: How to Manage Terraform with GitHub Actions' description: '' year: '2023' stars: 0 ai_summary: Comprehensive architectural analysis of managing infrastructure configurations across complex organizations using GitHub Actions. Addresses complex matrix configurations, state safety, workspace locks, and automated environments alignment. language: YAML resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - GitHub Actions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/spacelift/using-terraform-yaml-functions-3ade: title: 'dev.to/spacelift: Using Terraform YAML Functions' description: '' year: '2023' stars: 0 ai_summary: Demonstrates the architectural patterns unlocked by parsing decoupled configuration schemas utilizing YAML functions. Shows how to feed dynamic variable trees to modular interfaces, improving clean separations between system configurations and infrastructure-as-code files. language: HCL/YAML resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Syntax & Expressions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/stack-labs/how-to-switch-container-runtime-in-a-kubernetes-cluster-1628: title: 'dev.to: How to switch container runtime in a Kubernetes cluster' description: '' year: '2021' stars: 0 ai_summary: A detailed runtime operational guide detailing the sequence for draining nodes, modifying underlying daemon packages, and swapping CRI configurations on running live nodes to transition safely from legacy Dockershim to containerd. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - CRI Migration - Container Runtime Interface tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me: title: "dev.to: Manage your secrets in Git with SOPS for Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive operational guide on using Mozilla SOPS (Secrets Operations) inside GitOps loops. Demonstrates how to write symmetrically or asymmetrically encrypted secrets directly to Git, using keys managed by cloud KMS (AWS, GCP, Azure) or local PGP, allowing seamless decryption at deploy-time by operators like Flux or Argo CD. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - GitOps Secrets - Mozilla SOPS tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h: title: "dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret! \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A step-by-step implementation guide for Bitnami's Sealed Secrets (kubeseal). Explains how asymmetric cryptography allows developers to safely commit encrypted secrets to public repositories, leaving cluster-side controllers to handle automated decryption. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - GitOps - Sealed Secrets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/star_trooper/git-it-right-git-cheatsheet-4o0h: title: "dev.to: Git it Right\U0001F525\U0001F525\U0001F680(Git CheatSheet) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2e3cf9db6d400122842164eb2b8fc3b5ee9e194d518aa9b1556d028e8fd6993e health_score: 100.0 last_checked: 1779032103.830756 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:03.830756+02:00' https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3: title: "dev.to: A GitOps recipe for Progressive Delivery with Istio \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A production-grade GitOps blueprint leveraging Flagger, Flux, and Istio to implement progressive canary deployments. Explores how continuous automated monitoring and Prometheus metrics validate rollouts and trigger instant rollbacks on error. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Progressive Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97: title: 'dev.to: Great GitHub repositories that developers love' description: '' year: '2022' stars: 0 ai_summary: An analytical list highlighting top open-source projects on GitHub that developers leverage for high-yield productivity. Analyzes repositories from educational courses to enterprise tooling frameworks. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Resource Collections - Developer Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/t/kubernetes: title: dev.to/t/kubernetes description: '' year: '2026' stars: 0 ai_summary: The Dev.to Kubernetes community tag hosts a high volume of community-contributed tutorials, troubleshooting steps, and configurations. While varyingly rigorous, it represents a vast, real-time repository of peer-to-peer troubleshooting and architectural experimentation. language: English resource_type: Community Forum complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community & Learning - Developer Platforms - Community Feeds tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://dev.to/tahsinature/get-lazy-with-lazygit-4h37: title: 'dev.to: Get lazy with lazygit' description: '' year: '2021' stars: 0 ai_summary: Introduces lazygit, a terminal-based UI tool. Highlights features like fast interactive staging, rapid conflict resolution, branch navigation, and interactive rebase management directly from the CLI. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - GUI Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engineer-without-being-overwhelmed--495e: title: "dev.to: How I learn new technologies as a DevOps Engineer (without being overwhelmed \U0001F44F) | TechWorld with Nana" description: '' year: '2022' stars: 0 ai_summary: Nana Janashia outlines a robust, tactical blueprint for digesting complex technical architectures without developer fatigue. The approach advocates for understanding foundational problems (such as scheduling, state, and network proxying) before learning individual vendor CLIs. Live engineering validation in 2026 confirms this concept-first strategy as the most effective filter for surviving rapid platform technology churn. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Professional Development - Learning Methodologies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg: title: "dev.to: Kubernetes Backup & Restore made easy! \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A conceptual guide simplifying disaster recovery strategies for new administrators. Compares raw etcdctl database snapshots against enterprise, metadata-aware operator workflows like Velero. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Protection - Beginner Guides tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc: title: 'dev.to: Kubernetes Crash Course for Absolute Beginners' description: '' year: '2023' stars: 3 ai_summary: A quick-reading article detailing node boundaries, API requests, and standard cluster networking. Provides immediate mental models of container orchestration for engineering leads seeking a fast overview. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Quick Start tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker-in-production-1m39: title: "dev.to: Top 8 Docker Best Practices for using Docker in Production \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Presents eight engineering pillars for operating containers safely in dynamic environments. Features container read-only root filesystems, memory boundary controls, health check parameters, and logging architectures. language: N/A resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Production Operations - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg: title: 'dev.to: Getting Started with JavaScript Modules' description: '' year: '2020' stars: 0 ai_summary: Introduction to ECMAScript Modules (ESM) compared with CommonJS, mapping how modern bundlers resolve imports, tree-shake unused exports, and perform asynchronous code-splitting. language: JavaScript resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Development - JavaScript Fundamentals - Module Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183: title: 'dev.to: Understanding and Crafting HTTP Middlewares in Go' description: '' year: N/A stars: 0 ai_summary: Walks through the mechanics of composing HTTP middlewares in Go using standard library handlers. Covers routing interceptors, logging, and CORS negotiation patterns. language: en resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5ba7776199940a218b489ca17a406e5fb71cb22f8dc6cebdbae6a93ef154b016 health_score: 100.0 last_checked: 1779034431.474632 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - API Design tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:51.474632+02:00' https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54: title: 'dev.to: Running Kafka on kubernetes for local development' description: '' year: '2021' stars: 0 ai_summary: A practical walk-through explaining how to spin up a lightweight, local development Kafka deployment inside a desktop Kubernetes cluster (like Minikube or Kind) using pre-packaged Helm charts. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Kubernetes Deployment tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459: title: 'dev.to/thenjdevopsguy: AKS vs EKS vs GKE' description: '' year: '2021' stars: 0 ai_summary: Pragmatic, direct comparison evaluating deployment pipelines, networking models, pricing tiers, and tooling integrations across Azure, AWS, and GCP managed offerings. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Managed Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/ci-with-datree-4h8d: title: 'dev.to: CI With Datree' description: '' year: '2021' stars: 0 ai_summary: This tutorial provides a walkthrough for integrating Datree into active Continuous Integration (CI) workflows to enforce schema validation and policy enforcement. It details how to prevent misconfigured Kubernetes manifests from entering cluster state. language: English resource_type: Technical Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b92ac38dba2a8eb9c57ac0d73ccba3f103a6d8eec50bb8cfabc2bd626905c1a2 health_score: 100.0 last_checked: 1779032800.069627 needs_ai_refresh: true hierarchy: - Security & Hardening - Policy Enforcement - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.069627+02:00' https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernetes-2k7o: title: 'dev.to: Creating a Custom Resource Definition In Kubernetes | Michael Levan' description: '' year: '2020' stars: 0 ai_summary: A practical walk-through detailing how to construct and deploy Custom Resource Definitions. Explores API versioning schema fields, spec declarations, and the foundational design of corresponding controller reconciliation loops. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extending Kubernetes - Custom Resources - Tutorial tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hpa: title: 'dev.to/thenjdevopsguy: Create and Understand Your Platform Engineering Environment' description: '' year: '2023' stars: 0 ai_summary: Practical developer guide explaining how to spin up a local platform engineering sandbox. Uses lightweight Kubernetes distributions (Kind/K3d), Helm, and basic monitoring tools to simulate enterprise-grade IDP architectures on a local development workstation. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Local Environment - Hands-on tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d: title: 'dev.to: DevOps vs SRE: What''s The Difference?' description: '' year: '2022' stars: 0 ai_summary: Presents a clear conceptual division between DevOps and SRE. Articulates the common industry saying 'SRE implements DevOps' by demonstrating how SRE tools like SLOs and error budgets concretely measure DevOps goals. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - SRE vs DevOps - Conceptual Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8: title: 'dev.to: Getting Started With Go (golang) | Michael Levan' description: '' year: N/A stars: 0 ai_summary: Provides DevOps engineers with an approachable blueprint to learn Go. Teaches syntax foundations, environmental variable setups, and building basic utility CLIs. language: en resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 9a512d7020b8be6c8320a31c2406d46cba908c334e89e8ab26620bd80d93445c health_score: 100.0 last_checked: 1779033510.970419 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.970419+02:00' https://dev.to/thenjdevopsguy/getting-started-with-skaffold-5120: title: 'dev.to: Getting Started With Skaffold' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 877041b4c9903408da304f2389882c1c25e5a451e116f07b2c2c9acdf9ec2643 health_score: 100.0 last_checked: 1779033428.292843 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:08.292843+02:00' https://dev.to/thenjdevopsguy/impacts-of-not-setting-requests-limits-and-quotas-5f4b: title: 'dev.to: Impacts Of Not Setting Requests, Limits, and Quotas | Michael Levan' description: '' year: '2022' stars: 0 ai_summary: 'Analyzes the severe operational risks of running clusters without resource parameters. - Outlines ''noisy neighbor'' scenarios where single containers starve entire nodes. - Advocates for strict validation rules via admission controllers.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Policy & Governance - Operational Risks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/implementing-datadog-for-kubernetes-586e: title: 'dev.to/thenjdevopsguy: Implementing Datadog For Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 09afe97df7d65304d7c4b2d2af24d66c13d3c4b4b158a17633cb98c91681803a health_score: 100.0 last_checked: 1779033424.438798 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.438798+02:00' https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a: title: 'dev.to: Linkerd and GitOps' description: '' year: '2021' stars: 3 ai_summary: Practical workflow for managing Linkerd configurations via GitOps pipelines. Covers automating mTLS trust setups and updating control planes with continuous reconciliation tools. language: None resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8: title: "dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A hands-on manual demonstrating the setup of Prometheus and Grafana on AKS using Helm charts. Details the construction of monitoring pipelines, collection of custom performance metrics, and configuration of alert conditions. language: YAML/Helm resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Troubleshooting - Observability - Prometheus & Grafana tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal-developer-platforms-1kmh: title: 'dev.to/thenjdevopsguy: Platform Engineering On Kubernetes Part 4: Internal Developer Platforms' description: '' year: '2023' stars: 0 ai_summary: Part four of a structured tutorial series on building an Internal Developer Platform (IDP) natively on Kubernetes. Explores how to piece together open-source controllers, ingress resources, and catalog systems to provide developers with simple deployment schemas. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes - IDP Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh: title: 'dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads' description: '' year: '2022' stars: 0 ai_summary: Focuses on runtime container hardening for critical production clusters. Provides examples of setting up restricted securityContext parameters, dropping raw Linux capabilities, and activating seccomp profiles. Ensures configurations restrict exploitation should container escape vulnerabilities emerge. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cluster Hardening - Pod Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e: title: 'dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security' description: '' year: '2022' stars: 0 ai_summary: Evaluates enterprise patterns for integrating Kubernetes Role-Based Access Control (RBAC) with corporate directory systems (OIDC, Active Directory). Examines tools like Dex to implement single sign-on (SSO) strategies across multi-cluster environments. Essential reading for cluster operations scaling across departments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - IAM - Authentication & Authorization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb: title: 'dev.to/thenjdevopsguy: What Is A Kubernetes Operator?' description: '' year: '2024' stars: 0 ai_summary: A fundamental introduction analyzing the architecture and patterns behind Kubernetes Operators. Demystifies the reconciliation engine, custom resources, and control loops to teach how human runbooks can be systematically automated in software. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - Controller Architecture - Conceptual Overviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2jb8: title: 'dev.to/thenjdevopsguy: What Is Platform Engineering (And What Is It Not?)' description: '' year: '2023' stars: 0 ai_summary: Clarifies the core definition of Platform Engineering by highlighting key industry anti-patterns. Emphasizes that simply renaming a DevOps team to a Platform team without introducing product-centric paradigms and developer self-service fails to yield the desired operational efficiencies. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Definitions - Anti-patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solve-3g1n: title: "dev.to: What Problem Is Kubernetes Actually Trying To Solve? \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: Unpacks the historical operational challenges that led to the creation of Kubernetes. Evaluates how it resolves complex issues like server resource under-utilization, environment drifts, and manual application health tracking. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Problem Solving - Architecture Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5: title: 'dev.to: What You Need to Break into DevOps and SRE' description: '' year: '2022' stars: 0 ai_summary: A foundational roadmap detailing the core operating system, networking, programming, and configuration management capabilities required to break into modern DevOps and SRE roles. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - DevOps & SRE - Skills Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have-40b6: title: 'dev.to: Top 5 Best Git Extensions For VS Code (You must have)' description: '' year: '2026' stars: 3 ai_summary: Evaluates the top 5 essential Git extensions for VS Code, helping developers transition from command line to rich visual git workflows. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 485bc4b3db6c4b87ff13d6acf007a4fd2c2ef6c479157130084738ecf68aa95d health_score: 100.0 last_checked: 1779030000.189335 needs_ai_refresh: true hierarchy: - Collaboration - Version Control - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:00.189335+02:00' https://dev.to/this-is-learning/a-better-way-to-code-documentation-driven-development-1kem: title: 'dev.to: A Better Way To Code: Documentation Driven Development' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8a9b8e2ef0c8fe600aa38789739aa41496672fab29e57a23082395a776d77243 health_score: 100.0 last_checked: 1779029225.510012 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devel-sites.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.510012+02:00' https://dev.to/this-is-learning/the-awesome-side-of-github-awesome-lists-2a5h: title: 'dev.to: The Awesome Side of GitHub - Awesome Lists | Leonardo Montini' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f373cb8bcba316947e8b0a23e7128168e4bbe014c9fbd523189bd2fd3ea0f2b5 health_score: 100.0 last_checked: 1779034501.6072 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:01.607200+02:00' https://dev.to/this-is-learning/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi: title: 'dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5ab14f417b2138039edfcacf3d2bab52b1082060b9a9e3922c289e09cde8a267 health_score: 100.0 last_checked: 1779030299.724193 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:59.724193+02:00' https://dev.to/this-is-learning/visual-studio-code-tips-tricks-snippets-5041: title: 'dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dc132c265e6d4121cf717908f1de239b08c0189f6be0f135b758f9d5f23eb95e health_score: 100.0 last_checked: 1779031827.16967 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:27.169670+02:00' https://dev.to/tiangolo/https-for-developers-1774: title: "dev.to: HTTPS for Developers \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Written by the creator of FastAPI, this comprehensive guide explains HTTPS implementation details for application developers, covering Let's Encrypt certificates, reverse proxies, and local development setups. Decouples complex infrastructure definitions from local workflows to ensure production-grade security defaults during local testing. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Security - Networking Protocols - Local Development Environments tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf: title: 'dev.to: Argo CD and Sealed Secrets is a perfect match' description: '' year: '2021' stars: 4 ai_summary: Illustrates the architecture of deploying Bitnami Sealed Secrets alongside ArgoCD. Solves the core GitOps paradox by allowing users to safely commit encrypted secrets to Git, which are then decrypted inside the cluster by the controller. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Secret Management - Sealed Secrets - ArgoCD tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn: title: 'dev.to: One technique to save your AWS EKS IP addresses 10x' description: '' year: '2022' stars: 0 ai_summary: Highlights optimization tips for saving IP configurations on AWS EKS nodes. Describes how prefix delegation settings on the VPC CNI plug-in reduce IP wastage on EC2 network cards, avoiding standard subnet depletion issues. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Scale Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab: title: 'dev.to: VSCode Extensions I''m in LOVE with | Tina Huynh' description: '' year: '2021' stars: 0 ai_summary: A personal review of custom VS Code plugins that accelerate individual development loops, highlighting tools for formatting, CSS generation, and dynamic file tagging inside the IDE window. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 65decd757a05a334d4b88897f0d284f0d714a06c3bfa98e71e9bbc8784536e4b health_score: 100.0 last_checked: 1779033360.015766 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:00.015766+02:00' https://dev.to/tngeene/when-are-microservices-appropriate-g2n: title: 'dev.to: When are microservices appropriate?' description: '' year: '2020' stars: 0 ai_summary: While microservices offer unparalleled scaling and organizational autonomy, they introduce significant operational overhead and complexity. This framework provides clear criteria for evaluating when to decompose a monolithic architecture, focusing on team size, system complexity, and independent scaling needs. Successful execution relies on aligning microservices deployment with organizational structure and business capability boundaries. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Decision Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0: title: 'dev.to: Getting started with Go-Lang' description: '' year: N/A stars: 0 ai_summary: A basic introduction to the Go environment setup, variables, syntax, and package structures. Ideal for developers getting started with the language runtime. language: en resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: bd0489e956cb8f4264b8c69ea279d1bb64d907c5d857e9b828efa4fa269084cb health_score: 100.0 last_checked: 1779030018.849669 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:18.849669+02:00' https://dev.to/tutorialboy/a-detailed-brief-about-offence-and-defence-on-cloud-security-etcd-risks-4h02: title: 'dev.to: A Detailed Brief About Offence and Defence on Cloud Security - Etcd Risks' description: '' year: '2022' stars: 0 ai_summary: Explores security vectors targeting unauthenticated etcd endpoints. Analyzes potential attack paths leading to full cluster takeover and offers defensive practices, including strict network policies and RBAC configurations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Infrastructure Security - etcd Vulnerabilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5: title: 'dev.to: A Detailed Talk about K8S Cluster Security from the Perspective of Attackers (Part 1)' description: '' year: '2021' stars: 0 ai_summary: Provides an attacker's perspective on Kubernetes deployment flaws. Explores breakout methodologies, privilege escalation via over-permissioned service accounts, and API Server compromise scenarios, illustrating defensive configurations required to counter threats. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Modeling - Penetration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae: title: 'dev.to: One does not "just containerize" an app' description: "- The Docker ecosystem is filled with leaky abstractions. The utopian vision of Docker containers is a world where a developer can grab a base container for a language, copy in their code with a minimal Dockerfile, and be ready to develop and deploy instantly.\n - Unfortunately, this landscape is filled with per-language gotchas that make this world a far cry from reality. Here are some of the wonky things I've run into when working with containers." year: '2021' stars: 0 ai_summary: Discusses standard leaky abstractions in container builds. Explores language-specific issues, file system ownership problems, and environment differences that disrupt simple containerization. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Image Engineering - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/typeable/when-it-pays-to-choose-microservices-12h5: title: "dev.to: When it Pays to Choose Microservices \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Establishes a rigorous decision framework for migrating from monolithic systems to microservices, balancing organization size, domain boundaries, and cognitive load. The synthesis emphasizes that microservices should only be selected when parallel development velocity and independent horizontal scaling justify the added network complexity. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices & Distributed Systems - Architecture Patterns - Decision Matrix tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin: title: 'dev.to: Writing Bash Scripts Like A Pro - Part 1 - Styling Guide' description: '' year: '2021' stars: 3 ai_summary: This operational guide presents structured design patterns, formatting protocols, and linting guidelines for creating industrial-grade Bash scripts. It prioritizes codebase legibility and predictive execution paths. Live Grounding emphasizes its synergy with contemporary static analysis tools to maintain complex configuration scripts. language: Bash resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Shell Scripting - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34: title: 'dev.to: Convert nested JSON to simple JSON in Javascript' description: '' year: '2021' stars: 0 ai_summary: A hands-on guide outlining recursion algorithms to flatten complex nested JSON trees into simple key-value payloads. Useful for preprocessing high-dimensional data before loading it into tabular systems or relational engines. language: JavaScript resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Performance & Parsing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/valeriavg/master-git-in-7-minutes-gai: title: "dev.to: Master Git in 7 minutes \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A quick-reference guide summarizing standard Git commands. Provides a fast, syntax-focused cheat sheet covering clone, checkout, pull, merge, and remote branch tracking. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git CLI Basics tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4: title: 'dev.to/varbsan: A Simplified Convention for Naming Branches and Commits in Git' description: '' year: '2021' stars: 0 ai_summary: Proposes highly uniform namespace conventions for branches (e.g., feat/, fix/, chore/) and commits. Aligning team styles improves workspace transparency, simplifies DevOps build matching filters, and enables seamless automation integration. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Collaborative Workflows - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/verifacrew/how-to-assume-an-aws-iam-role-from-a-service-account-in-eks-with-terraform-28gd: title: 'dev.to/verifacrew: How to assume an AWS IAM role from a Service Account in EKS with Terraform' description: '' year: '2023' stars: 0 ai_summary: Walks through implementing AWS IAM Roles for Service Accounts (IRSA) inside EKS using Terraform configuration templates. Explains federated identity mapping via OpenID Connect (OIDC) to enable native Kubernetes service accounts to assume precise IAM roles. This guide enforces the Principle of Least Privilege for pod execution environments. language: HCL resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AWS - EKS - Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9: title: "dev.to: yq : A command line tool that will help you handle your YAML resources better \U0001F31F" description: "- [towardsdatascience.com: yq: Mastering YAML Processing in Command Line \U0001F31F](https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff5ebc0823) Learn to parse and manipulate YAML files more efficiently using yq command-line utility and this simple cheat sheet\n - [betterprogramming.pub: My Cheatsheet for the “yq” Tool](https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58) Parsing Kubernetes YAML with yq. `yq` is a convenient tool for creating, updating and mangling Kubernetes YAML files. how to use it as well as some practical tips and tricks." year: '2021' stars: 4 ai_summary: A step-by-step tutorial and cheat sheet showcasing how to query, patch, and restructure complex YAML configurations using the yq command-line tool. It details common filtering syntax and show developers how to use it for editing Kubernetes objects programmatically. language: N/A resource_type: article complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/vikrantnegi/become-a-vs-code-ninja-with-these-extensions-and-tools-2020-1119: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0edc80316bb0e60b7696d00837a97c7dfd520625e99841fa4857e5dd448c0c09 health_score: 100.0 last_checked: 1779033071.79397 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:11.793970+02:00' https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h: title: 'dev.to/vinod827: Scale your apps using KEDA in Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Step-by-step tutorial on scaling microservices in a Kubernetes cluster using KEDA. Includes manifests and structural explanations for deploying ScaledObjects with popular triggers like RabbitMQ and Azure Service Bus. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Event-Driven Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p: title: "dev.to: Access Secrets in AKV using Managed identities for AKS \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Shows how to retrieve and access secrets securely within AKS workloads using Managed Identities and Azure Key Vault CSI Provider. Avoids persisting plaintext credentials in cluster definitions, mounting secrets as secure volumes instead. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Access & Identity - Azure Key Vault tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/vromanov/kubernetes-services-1bj: title: "dev.to/vromanov: Kubernetes Services \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: A straightforward overview of Kubernetes services. Clarifies endpoint selectors and highlights how the API dynamically registers and routes traffic to changing pod IP pools. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Services - Basics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc: title: 'dev.to: Top 3 sites for programmers' description: '' year: '2022' stars: 0 ai_summary: Examines top interactive websites and platforms for software developers to hone programming logic, learn syntax, and prepare for architectural coding interviews. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Developer Productivity - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-28f6: title: 'dev.to: What is Knative Serving? A Friendly Guide' description: '' year: '2021' stars: 0 ai_summary: A conceptual guide to Knative Serving. Demystifies auto-scaling down to zero, request routing, and revision management, explaining serverless application delivery on Kubernetes in simple terms. language: N/A resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless & Knative - Serverless Frameworks - Knative Serving tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398: title: 'dev.to: Automating quality checks for Kubernetes YAMLs' description: '' year: '2021' stars: 4 ai_summary: A detailed technical guide demonstrating how to integrate automated quality controls for Kubernetes manifests within build pipelines. It explains how to combine linters and security checks to validate configurations before they are deployed. language: N/A resource_type: article complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Policy Enforcement tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md - kubernetes-tools.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1: title: "dev.to: 10 useful Git tips to improve your workflow \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Practical advice on commands like `git bisect`, branch pruning, stash configurations, and visual history logs. Boosts day-to-day command-line productivity. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic: title: 'dev.to: Terraforming AWS RDS : Scaling Postgres' description: '' year: '2023' stars: 0 ai_summary: A hands-on guide focusing on terraforming AWS RDS PostgreSQL instances for performance scaling. Covers configuring custom parameter groups, enabling storage autoscaling, and managing failovers safely. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h: title: 'dev.to: REST Data Service on YugabyteDB / PostgreSQL' description: '' year: '2021' stars: 0 ai_summary: A detailed walk-through demonstrating how to configure and deploy a high-throughput REST data microservice backed by YugabyteDB's PostgreSQL-compatible distributed SQL core. Bridges database replication and horizontally scalable API development patterns. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - Distributed SQL - APIs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe: title: 'dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed Kubernetes clusters' description: '' year: '2023' stars: 5 ai_summary: Provides ten advanced tips to reduce Amazon EKS costs by up to 90%. Focuses on deploying the Karpenter autoscaler, using AWS Graviton instances, rightsizing pod resources, and setting up automated dev-environment shutdown policies. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - AWS Optimization - EKS Cost Reduction tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dev.to/zinox9/git-github-cheatsheet-22ok: title: "dev.to: Git & Github Cheatsheet \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: A practical, daily-use cheat sheet grouping Git and GitHub actions into actionable categories. Live Grounding: Highly recommended for quick reference during common workflow disruptions; covers git remote synchronization, basic branch hygiene, and authentication steps using personal access tokens (PATs).' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release: title: Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud Automation description: '' year: '2026' stars: 0 ai_summary: Details the stable release of Azure MCP (Model Context Protocol) Server 2.0, enabling secure, self-hosted agentic automation workflows. It provides architectural patterns for running local AI agents with direct, API-driven access to Azure resource management, optimizing operational automation via language model integrations. language: TypeScript resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation - Agentic Systems - MCP Server tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - azure.md - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql: title: "devblogs.microsoft.com: DevOps for Azure SQL \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Practical DevOps pipeline patterns for Azure SQL. Outlines dynamic deployment workflows using GitHub Actions and Azure DevOps to coordinate declarative state synchronizations matching app changes. language: Conceptual resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - SQL Server - DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/commandline/distro-installation-added-to-wsl-install-in-windows-10-insiders-preview-build-20246: title: Distro installation added to WSL --install in Windows 10 insiders preview build 20246 description: '' year: '2020' stars: 0 ai_summary: This release overview highlights improvements to the `wsl --install` process in Windows Insider Build 20246, enabling customized distribution selection during initialization. These upgrades allow teams to script automated workspace setup processes without manual user interaction. This automated workflow is essential for building reproducible local development environments via code. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0622911970038098d3e082d9ce4bb88f89843ac888bf742558e803de3c994046 health_score: 100.0 last_checked: 1779032483.506513 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - WSL Installation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:23.506513+02:00' ? https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote : title: Take your Linux development experience in Windows to the next level with WSL and Visual Studio Code Remote description: '' year: '2019' stars: 0 ai_summary: This technical article describes the VS Code Remote-WSL architecture, which decouples the user interface from the backend runtime. By running VS Code extensions directly within WSL, it eliminates cross-OS filesystem execution overhead and path translation errors. This setup has become the industry benchmark for compiling, testing, and debugging Linux-targeted applications on Windows systems. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4e705b8a34861a0a3025c6cb3ee902560a62da6d9004014d3a426e22aebdec2d health_score: 100.0 last_checked: 1779031494.546381 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - VS Code Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.546381+02:00' https://devblogs.microsoft.com/commandline/windows-terminal-1-0: title: Windows Terminal 1.0 description: '' year: '2020' stars: 0 ai_summary: The GA release announcement for Windows Terminal 1.0, detailing its high-performance, GPU-accelerated rendering engine and multiple tab architecture. It enables seamless management of PowerShell, Command Prompt, and multiple WSL instances simultaneously. This application has become the industry standard interface for engineers executing cloud-native tooling on Windows machines. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 046f04a4f9e9d395321d3cbdee8839a5d4924afa1310554f9a37a50e2ec10214 health_score: 100.0 last_checked: 1779030610.730696 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Terminal Emulators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:10.730696+02:00' https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source: title: Azure DevOps Demo Generator is now open source description: '' year: '2022' stars: 0 ai_summary: Announcement highlighting the open-sourcing of the Azure DevOps Demo Generator engine. Allows infrastructure teams to package, distribute, and automatically spin up fully populated Azure DevOps project spaces. language: C# resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Azure DevOps - Infrastructure Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview: title: Azure DevOps MCP Server Public Preview description: '' year: '2025' stars: 0 ai_summary: Official Microsoft announcement outlining the preview release of the Azure DevOps MCP Server. Details how developer agents leverage safe API contexts to build and deploy complex assets. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - AI & Automation - Model Context Protocol tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance: title: "devblogs.microsoft.com: Controlling Release Pipelines with Gates and Azure Policy Compliance \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Deep technical look into establishing policy-driven release criteria. Explores how to query Azure Policy health before authorizing multi-stage production promotions, establishing guardrails against configuration drifts. language: None resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Security & Compliance - Release Gates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset: title: 'devblogs.microsoft.com: DevOps Dojo – Culture and Mindset' description: '' year: '2021' stars: 0 ai_summary: 'Curator Insight: Outlines Microsoft''s ''DevOps Dojo'' approach to scaling high-performance dev cultures. Live Grounding: Demonstrates how continuous improvement, growth mindset training, and blameless post-mortems elevate enterprise cloud deployments.' language: en resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Methodology - Team Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform: title: 'devblogs.microsoft.com/devops: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform' description: '' year: '2023' stars: 4 ai_summary: A comprehensive guide on configuring passwordless, secure OIDC authentication between Azure DevOps pipelines and Azure using Terraform. Eliminates the need for managing long-lived secrets, enhancing enterprise-grade compliance and security posture. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Security - Workload Identity tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards: title: "devblogs.microsoft.com:Monitoring Azure by using Grafana dashboards \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Technical guide on visualizing Azure metrics using native Azure Monitor integrations and Azure Managed Grafana. Explores cross-tenant security and centralized dashboard architectures in public cloud environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - Cloud Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team: title: 'devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team' description: '' year: '2018' stars: 0 ai_summary: A deep technical analysis of Microsoft's 'Release Flow' branching model, developed to manage the Azure DevOps/VSTS codebase. The model focuses on short-lived topic branches that target `main`, and uses cherry-picked hotfixes and isolated release branches to protect and maintain trunk stability. language: Markdown resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses: title: Update to Azure DevOps Allowed IP Addresses description: '' year: '2024' stars: 0 ai_summary: Official update outlining changes in public IP routing paths for Azure DevOps hosted agents. Crucial information for maintaining zero-trust firewall configurations. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Security - Network Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code: title: "devblogs.microsoft.com: What is infrastructure as code? \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Microsoft's foundational overview defining Infrastructure as Code (IaC) principles. Highlights benefits like traceability, scalability, consistent environments, and accelerated delivery lifecycles, establishing a baseline paradigm for DevOps practices. language: English resource_type: Introductory Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet: title: 'devblogs.microsoft.com: Announcing Rate Limiting for .NET' description: '' year: '2022' stars: 5 ai_summary: Introduces native, built-in rate-limiting middleware for ASP.NET Core. Explores implementing Token Bucket, Fixed Window, and Concurrency algorithms directly within modern APIs to safeguard microservices from traffic overloads. language: C# resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - API Security tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui: title: 'devblogs.microsoft.com: Getting Started with DevOps and .NET MAUI' description: '' year: '2022' stars: 0 ai_summary: Outlines continuous integration and continuous delivery patterns configured specifically for .NET MAUI multi-platform client applications. Walks through pipeline configuration across iOS, Android, and desktop build targets using GitHub Actions and Azure Pipelines. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Client Technologies - CI/CD & DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions: title: "devblogs.microsoft.com: .NET \U0001F49C GitHub Actions" description: '' year: '2022' stars: 0 ai_summary: Explores the deeply integrated continuous delivery paths between the .NET ecosystem and GitHub Actions. Details official templates designed to compile, containerize, and deploy complex modern .NET microservices. Focuses on security key storage configurations and pipeline telemetry visualization. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI/CD Platforms - Dotnet Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills: title: Extend your coding agent with .NET Skills description: '' year: '2024' stars: 0 ai_summary: Examines methods for extending autonomous AI coding agents with direct .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute C# compilations, format files, and interact natively with code bases. language: C# resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Artificial Intelligence - Agent Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - developerportals.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget-org: title: 'devblogs.microsoft.com: Introducing Compatible Packages on NuGet.org' description: '' year: '2023' stars: 0 ai_summary: Details framework compatibility structures implemented by NuGet.org, facilitating cross-platform library discovery. Explains target framework resolution paradigms mapping dependencies across .NET Standard, .NET Core, and legacy frameworks. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Package Management - NuGet Specification tags: - '[LEGACY]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security: title: 'devblogs.microsoft.com: You can’t have security for DevOps until you have DevOps for security' description: '' year: '2021' stars: 0 ai_summary: A case-study overview of Microsoft's internal culture shift to apply agile development practices directly to platform security engineering. Focuses on replacing traditional static governance gates with programmatic tooling, infrastructure APIs, and automated policy delivery. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Organizational Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devblogs.microsoft.com/java/deploy-spring-boot-applications-by-leveraging-enterprise-best-practices: title: 'devblogs.microsoft.com: Deploy Spring Boot applications by leveraging enterprise best practices – Azure Spring Cloud Reference Architecture' description: '' year: '2021' stars: 0 ai_summary: A comprehensive reference architecture for deploying enterprise Spring Boot workloads on Azure Spring Cloud (rebranded as Azure Spring Apps). Incorporates security benchmarks including hub-and-spoke virtual network isolation, private endpoints, and centralized configuration profiles. Curated best practices align Java microservice design patterns with enterprise cloud governance. language: English resource_type: Reference Architecture complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Microservices - Spring Cloud - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devblogs.microsoft.com/nuget/introducing-compatible-frameworks-on-nuget-org: title: 'devblogs.microsoft.com: Introducing Compatible Packages on NuGet.org' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1c3b848cc78c7d698563667cd8d07008b0131249d15fb3ad98deadf3419712c9 health_score: 100.0 last_checked: 1779033218.125907 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/dotnet.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.125907+02:00' https://devblogs.microsoft.com/powershell-community: title: PowerShell Community description: '' year: '2026' stars: 4 ai_summary: A collaborative hub hosting blogs, community calls, and development updates regarding the open-source PowerShell runtime. It highlights community contributions, RFC developments, and scripting best-practices. This dynamic ecosystem accelerates PowerShell's maturity, steering the command-line engine to meet cross-platform enterprise automation demands. language: PowerShell resource_type: Community Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Automation & Tooling - Command Line Interface - PowerShell Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devblogs.microsoft.com/powershell-community/my-crescendo-journey: title: 'devblogs.microsoft.com: My Crescendo journey' description: '' year: '2022' stars: 0 ai_summary: A development log detailing the migration of unformatted command outcomes into clean JSON-oriented PowerShell responses utilizing Crescendo configurations. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Command-Line Wrapper - PowerShell Crescendo - Case Study tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/powershell/announcing-powershell-crescendo-preview-1: title: Crescendo description: '' year: '2021' stars: 0 ai_summary: Introduces PowerShell Crescendo, a framework enabling developers to build robust, object-oriented PowerShell cmdlets wrapping native console tools on multiple platforms. language: PowerShell resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Command-Line Wrapper - PowerShell Crescendo - Tool Modernization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider: title: 'devblogs.microsoft.com: When PowerShellGet v1 fails to install the NuGet Provider' description: '' year: '2022' stars: 0 ai_summary: Diagnoses failure patterns on PowerShellGet v1 when attempting download and setup of external NuGet provider instances. Guides administrator remediation steps via modern TLS and bootstrapping settings. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Dependency Management - PowerShellGet - NuGet Providers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devblogs.microsoft.com/python: title: 'Microsoft: Python Engineering' description: '' year: '2019' stars: 0 ai_summary: Official Microsoft blog detailing corporate tooling improvements, PyCharm and VSCode engineering collaborations, Windows system level optimizations, and CPython interpreter speed investments. language: Markdown resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Python Ecosystem - Enterprise Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help: title: 'devblogs.microsoft.com: Need an Intro to VS Code? Let Tech with Tim Help!' description: '' year: '2026' stars: 0 ai_summary: This introductory tutorial provides developers with a step-by-step onboarding guide to master the VS Code environment, emphasizing performance tuning and shortcut configurations. It simplifies the setup of extension ecosystems, debugging configurations, and integrated terminal sessions. The resource acts as an essential bootstrapper for engineers preparing for complex, cloud-native development. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: cecdc9b823d90ae65f7a8ae41ca669f2e46aebff396dae8f33478d5aad1f9740 health_score: 100.0 last_checked: 1779032239.281234 needs_ai_refresh: true hierarchy: - Learning Resources - Tutorials - IDE Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.281234+02:00' https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release: title: Python in Visual Studio Code – January 2021 Release description: '' year: '2021' stars: 0 ai_summary: Reviews the January 2021 releases for Python in VS Code, emphasizing Pylance type checker improvements, multi-root workspace support, and simplified Pytest test discovery structures. language: Python resource_type: Blog Post complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 8fe7a9acfd94049f5778316907e6eb016c37ce35c2ce669222b8faec91e33fd4 health_score: 100.0 last_checked: 1779029118.686562 needs_ai_refresh: true hierarchy: - Development Environment - Language Tooling - Python tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.686562+02:00' https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2020-release: title: Python in Visual Studio Code – October 2020 Release. Debugpy 1.0 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 212ed024f7a32b8d578740bcc23b03238e694c7b449ec5639d8b9d130287f67d health_score: 100.0 last_checked: 1779030927.809739 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.809739+02:00' https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release: title: Python in Visual Studio Code – September 2020 Release description: '' year: '2020' stars: 0 ai_summary: Highlights the September 2020 updates for Python in VS Code, detailing enhancements to Debug Adapter Protocol (DAP) implementations and environment discovery. Streamlines the execution of local virtual environment packages. language: Python resource_type: Blog Post complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 81a19f4be8cec07bff109941011c5ab80ad5b97897963683670d1994fec93df1 health_score: 100.0 last_checked: 1779029225.576601 needs_ai_refresh: true hierarchy: - Development Environment - Language Tooling - Python tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.576601+02:00' https://devcentral.f5.com/s/articles/What-is-Kubernetes: title: 'devcentral.f5.com: What is Kubernetes?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 34bf775c76d7e566c08111b776c7716e6458b1150de38836ae66a3cb6a831aaf health_score: 100.0 last_checked: 1779033215.460774 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:35.460774+02:00' https://devclass.com/2020/05/04/openshift-4-4-goes-all-out-on-mixed-workloads-puts-observability-at-devs-fingertips: title: "devclass.com: OpenShift 4.4 goes all out on mixed workloads, puts observability' at devs’ fingertips \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fae4ef7efae01fe55d239088842f947b260cdfe87144c720af98212f54a0aef1 health_score: 100.0 last_checked: 1779031557.672203 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:57.672203+02:00' https://devclass.com/2020/10/06/rancher-2_5: title: 'devclass.com: Open sauce - Rancher 2.5 puts new UI forward, gets to continuously'' delivering' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 192335406d002d9a302ac5e993b362bb0fbe76b6e3001b03ce29aa4d05534e1b health_score: 100.0 last_checked: 1779032299.262321 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:19.262321+02:00' https://devclass.com/2021/01/07/prometheus-2_24: title: 'devclass.com: Safety…first? Prometheus 2.24 finally features TLS on HTTP'' serving endpoints' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3000d5872bdb56b68595575dba96199d9ea6822084eef856bcd7fab7770c715c health_score: 100.0 last_checked: 1779033767.825312 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:47.825312+02:00' https://devclass.com/2021/01/13/sysdig-container-security-and-usage-report-2021: title: 'devclass.com: Docker: It’s not dead yet, but there’s a tendency to walk'' away, security report finds' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f02ac942d7788b7e81bf6e2cd9c956ebb0ca133e5c1841c8969d1dd80ebcfe5d health_score: 100.0 last_checked: 1779033120.952056 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:00.952056+02:00' https://devclass.com/2021/01/26/haproxy-ingress-controller-1_5: title: 'devclass.com: HAProxy Ingress Controller 1.5 introduces mTLS support, gives'' load balancing experts more power' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cfa3bafb58d8c38f6dc6983fa9674e1904589a0b3cababfd1f87f5f863f2dea7 health_score: 100.0 last_checked: 1779030202.762878 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:22.762878+02:00' https://devclass.com/2021/03/23/gitlab-march-release-focuses-on-security-and-scalability-pops-in-support-for-red-hat-openshift: title: 'devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support'' for OpenShift, DORA' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7a07c927fada98dc8589370927fd7635d60381f4fddffe33a56db29710d64d55 health_score: 100.0 last_checked: 1779033172.208602 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:52.208602+02:00' https://devclass.com/2021/04/09/kubernetes-1-21-unloads-pod-security-adds-dual-ipv4-ipv6-networking-and-shuts-down-gracefully: title: 'devclass.com: Kubernetes 1.21 unloads pod security, adds dual IPv4/IPv6'' networking, and shuts down gracefully' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: eae117e4bba5ef1e7248bd09d64bbcdbc1b70023e4cc9108909f90405ca5141a health_score: 100.0 last_checked: 1779029577.907584 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-releases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:57.907584+02:00' https://devclass.com/2021/04/20/apache-kafka-2-8-0-previews-life-without-zookeeper: title: 'devclass.com: Apache Kafka 2.8.0 previews life without ZooKeeper' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 80bac013480a550aa2ecb45953f82a09811e09fe22af233d2ac7b504ecfddf13 health_score: 100.0 last_checked: 1779030428.459068 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:08.459068+02:00' ? https://devclass.com/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning : title: 'devclass.com: Rancher presents first big release after SUSE acquisition,'' ups game on hosted cluster provisioning' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 98ee5af66405b6c31143439f91c6b24c9b9f72c9415f012bf10f860feba8ecd7 health_score: 100.0 last_checked: 1779029880.947347 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:00.947347+02:00' https://devclass.com/2021/12/09/terraform_-_1: title: 'devclass.com: Terraform 1.1 moves forward with refactoring helpers and native'' Terraform Cloud integration' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f85077ae2c1a14179c8a029ed97c27f550a406fc1b1e553644c5c0e97a984104 health_score: 100.0 last_checked: 1779033810.952481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:30.952481+02:00' https://devconnected.com/complete-node-exporter-mastery-with-prometheus: title: devconnected.com/complete-node-exporter-mastery-with-prometheus/ description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering devconnected.com/complete-node-exporter-mastery-with-prometheus/ in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.431304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.431304+02:00' https://devconnected.com/how-to-delete-file-on-git: title: 'devconnected.com: How To Delete File on Git' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devconnected.com: How To Delete File on Git in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.661884 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.661884+02:00' https://devdocs.io: title: "Devdocs.io API Documentation \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: DevDocs combines multiple API documentations into a single, searchable, fast, and offline-capable user interface. By indexing documentation for dozens of languages, frameworks, and web technologies in a unified workspace, it optimizes developer workflow speed. It is widely recognized as a crucial utility tool in modern, high-velocity engineering environments. language: English resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Design - Documentation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - other-awesome-lists.md - api.md youtube_mosaic: {} is_special: true discovered_at: '2024-06-01T00:00:00+02:00' https://devdocs.io/git: title: devdocs.io/git/ description: '' year: '2026' stars: 0 ai_summary: Comprehensive offline-capable search manual console aggregating Git command structures, config specifications, hooks details, and advanced parameters within a unified, high-performance UI. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devdosvid.blog/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency: title: 'serhii.vasylenko.info: Some Techniques to Enhance Your Terraform Proficiency' description: '' year: '2022' stars: 3 ai_summary: A compilation of advanced design patterns and optimization strategies designed to elevate HCL configuration quality. Addresses the implementation of dynamic blocks, custom validation rules, and proper workspace utilization to minimize boilerplate code. Live grounding confirms that incorporating these dry-run structures directly mitigates runtime validation errors during execution phases. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Developer Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource: title: 'devdosvid.blog: Hello Terraform Data; Goodbye Null Resource' description: '' year: '2023' stars: 4 ai_summary: An alternative analysis regarding the architectural shift from the null_resource community provider to the built-in "terraform_data" resource type. Outlines concrete migration examples and explains why leveraging built-in state structures improves performance and execution safety. Live grounding validates that standardizing on "terraform_data" reduces external module lookup latency in air-gapped runtimes. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State & Variables tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://vadimkravcenko.com/shorts/promotion-based-development/: title: 'Promotion-Based Development: A Fast Track to Mediocrity' description: null year: '2022' stars: 4 ai_summary: 'Curator Insight / Live Grounding: An essential engineering critique of ''Promotion-based development'' (PBD). Vadim Kravcenko dissects how software projects are often optimized for personal visibility and performance reviews rather than technical excellence or business value. This article is a foundational reference for Nubenetes'' philosophy against manufactured complexity and ''heroic'' fix loops. ' language: English resource_type: Article / Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781423859.0 needs_ai_refresh: false hierarchy: - Career & Industry - Organizational Culture - Anti-Patterns tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/about.md - docs/project-management-methodology.md v2_locations: - about.md - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-06-14T09:57:39+02:00' ? https://developer.amazon.com/en-US/blogs/alexa/post/TxDJWS16KUPVKO/new-alexa-skills-kit-template-build-a-trivia-skill-in-under-an-hou : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developer.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.964425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.964425+02:00' ? https://developer.amazon.com/public/community/post/TxDJWS16KUPVKO/New-Alexa-Skills-Kit-Template-Build-a-Trivia-Skill-in-under-an-Hour : title: 'New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8e96448440f09a39d19274a0c88b5b9771e2360b300ab51c9191d4d47e0f4582 health_score: 100.0 last_checked: 1779029552.899537 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:32.899537+02:00' https://developer.android.com: title: developer.android.com description: '' year: '2026' stars: 5 ai_summary: Google's official portal containing documentation, API reference guides, and system architectures for Android app development. It is the primary ecosystem hub for designing mobile client interactions, modern networking protocols, and securing client-to-backend API integrations. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Mobile - Android Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.android.com/develop/xr/catalyst: title: Android XR Developer Catalyst Program description: Build the next generation of extended reality experiences for Android XR. year: '2026' stars: 4 ai_summary: The landing page for Google's Android XR Developer Catalyst Program, which empowers developers to build spatial computing and immersive experiences for wired XR glasses (such as XREAL's Project Aura) and smart eyewear. The program provides hardware development kits, grant funding, and technical resources to accelerate app development for the Android XR ecosystem. language: en resource_type: tools complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: cb413337b458bf64245f6e4aadfcf85b63fece9dec98360e4b525495e6849f4a health_score: null last_checked: 1780352292.588464 needs_ai_refresh: false hierarchy: - Edge Computing - Extended Reality (XR) - Android XR Platform tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: edge-computing reputation_status: Vetted reputation_summary: Official Google Android program launched in May 2026 to foster spatial and extended reality applications, highly relevant to edge-computing architectures. social_preview_url: https://developer.android.com/static/images/social/android-developers.png source_provenance: X.com (GoogleDevs) suggested_new_category: spatial-computing discovered_at: '2026-06-02T00:18:12.588464+02:00' https://developer.apple.com: title: developer.apple.com description: '' year: '2026' stars: 5 ai_summary: Apple's developer resources hub, providing SDK documentation, SwiftUI design frameworks, and distribution guidelines. The platform provides fundamental patterns for building client-side integrations with microservices and remote API architectures under strict security criteria. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Mobile - iOS Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.chrome.com/blog/chrome-at-io26: title: '15 updates from Google I/O 2026: Powering the agentic web with new capabilities, tools, and features in Chrome' description: Google unveils 15 updates to Chrome, including WebMCP and integrated AI agent execution capabilities. year: '2026' stars: 4 ai_summary: At Google I/O 2026, Chrome introduced WebMCP, a proposed open web standard allowing developers to expose structured functions and forms directly to browser-based AI agents. Additional advancements include dedicated DevTools integration for debugging agent behaviors, browser-native Gemini-powered proactive assistants, Soft Navigations API for Core Web Vitals in SPAs, and HTML-in-Canvas APIs that render actual DOM components within WebGL and WebGPU scenes. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 4593f2cb308b38af18d92db915459d9912f92d190020a7b5034c3c7290027b98 health_score: null last_checked: 1780352720.351729 needs_ai_refresh: false hierarchy: - Frontend - Browsers - Chrome DevTools tags: - DE FACTO STANDARD - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: hr reputation_status: Vetted reputation_summary: Official developer release from Google Chrome engineering. social_preview_url: https://developer.chrome.com/static/blog/chrome-at-io26/image/hero.png source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351729+02:00' https://developer.chrome.com/docs/devtools: title: devtools.chrome.com description: '' year: '2026' stars: 0 ai_summary: The documentation hub for Google Chrome's native development utilities. Explains network packet inspection, layout rendering engines, custom profile snapshots, and live Javascript debugging capabilities. language: None resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Browser Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.chrome.com/docs/modern-web-guidance: title: 'Modern Web Guidance: Teaching AI Agents to Stop Coding Like It is 2019' description: Modern Web Guidance is a set of skills that embed web platform expertise, best practices, and browser compatibility data directly into your coding agents. It helps steer coding agents toward solutions that harness the power of the modern web. year: '2026' stars: 4 ai_summary: An expert-vetted suite of skills designed to inject real-time web platform capabilities, accessibility compliance, performance optimizations, and security best practices into AI coding agents. By leveraging up-to-date specs like native popovers, view transitions, and INP metrics, it prevents LLMs from generating legacy or hallucinated web implementations. Installable via CLI or as direct plugins, it ensures agentic workflows produce modern, correct-by-default web code. language: English resource_type: document complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: e45eed0ec4e0c3acce9478bb16d2a4ef6bbfec55d2b7e3025ce8d0ad2079190a health_score: null last_checked: 1780352282.814449 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Coding Assistants - Web Standards tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: hr reputation_status: Vetted reputation_summary: Extremely well-received by the web and AI communities, recognized as a crucial tool for aligning modern AI coding assistants with current web standard specifications rather than outdated legacy patterns. social_preview_url: '' source_provenance: X.com (midudev) suggested_new_category: ai-agents-mcp discovered_at: '2026-06-02T00:18:02.814449+02:00' https://developer.confluent.io: title: "developer.confluent.io \U0001F31F\U0001F31F" description: '' year: '2021' stars: 0 ai_summary: The premier developer learning portal designed and maintained by Confluent. Provides a repository of official tutorials, code patterns, and deep-dives explaining Kafka stream processing, client APIs, and administrative best practices. language: English resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Learning Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.confluent.io/confluent-tutorials/count-messages/ksql: title: 'kafka-tutorials.confluent.io: How to count messages in a Kafka topic' description: '' year: '2021' stars: 0 ai_summary: A hands-on technical guide detailing how to run stateful aggregations, specifically counting message events within high-throughput Kafka topics, using ksqlDB. It covers the underlying SQL-like syntax required to define event streams and continuous materialized tables. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Stream Processing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 75cd977e60dc982f4cf24f5a12c03d837ca7ae5b39376c7391e06777b36e2bcc health_score: 100.0 last_checked: 1779130495.010697 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.010697+02:00' https://developer.confluent.io/tutorials: title: "kafka-tutorials.confluent.io \U0001F31F" description: "- [kafka-tutorials.confluent.io: How to join a stream and a lookup table \U0001F31F](https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams) If I have events in a Kafka topic and a table of reference data (aka a lookup table), how can I join each event in the stream to a piece of data in the table based on a common key?" year: '2026' stars: 0 ai_summary: An extensive hands-on tutorial catalog for implementing streaming patterns. It provides clear recipes for Kafka Streams, ksqlDB, and Kafka Connect, demonstrating stream-table joins, cryptographic masking, and real-time stateful aggregations. language: Java resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Tutorials tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.confluent.io/what-is-apache-kafka: title: "Confluent.io: Intro to Apache Kafka: How Kafka Works \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Confluent's foundational training manual detailing how Apache Kafka works under the hood. It explains partitions, replication, producers, consumer offsets, and transaction patterns, serving as the primer for event-driven systems. language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Foundations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.cyberark.com/blog/istio-oidc-authentication: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developer.cyberark.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 8fbbb1105fe03bb08d0b6285a7f3c1b3c643e8c9f88ff9e21d8370db41004468 health_score: 100.0 last_checked: 1779130494.936939 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/istio.md v2_locations: - demos.md - istio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.936939+02:00' https://developer.db.com: title: Deutsche Bank API Program description: '' year: '2026' stars: 4 ai_summary: The developer portal for Deutsche Bank, providing secure and standard access to financial APIs. It supports secure OAuth2 protocols, enabling applications to run transaction processing, accounts reconciliation, and credit evaluations. language: English resource_type: Enterprise Product complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Banking Gateways tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com: title: "developer.hashicorp.com \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: The consolidated technical documentation hub detailing the modern HashiCorp system suite, including Terraform, Consul, Vault, and Nomad. Serves as the primary authority for configuring declarative hybrid-cloud environments and enterprise microservices security. language: N/A resource_type: Web Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Infrastructure as Code - Enterprise Documentation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/consul: title: consul.io description: '' year: '2026' stars: 4 ai_summary: HashiCorp's multi-cloud service networking platform featuring integrated service mesh capabilities. Despite HashiCorp's 2023 transition to the Business Source License (BSL), Consul Connect remains highly adopted in enterprise hybrid environments. language: Go resource_type: open-source-tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Consul tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/consul/docs/connect: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developer.hashicorp.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fbaa5d15cade4648505dfed0d873b40f020f4124f9e38b649f04b08a439d1516 health_score: 100.0 last_checked: 1779130494.979149 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.979149+02:00' https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s: title: "consul.io: Ingress Gateways on Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Official technical guide showing how to expose microservices secured under Consul Service Mesh to public clients via Consul Ingress Gateways. Directs configurations of ingress routing tables and end-to-end connection integrity. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Consul - Ingress Gateways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-design-patterns: title: 'learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns' description: '' year: '2023' stars: 4 ai_summary: Presents design patterns for running Consul Service Mesh on Kubernetes. Details transit gateways, multi-datacenter federated sync, and secure token and certificate integration with HashiCorp Vault. language: Go resource_type: documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Consul - Design Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes: title: "learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A practical HashiCorp tutorial teaching how to bootstrap and configure Consul Service Mesh inside Minikube. Details transparent proxy routing, catalog synchronization rules, and enforcing secure service-to-service cryptographic identities. language: HCL resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Consul - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.hashicorp.com/nomad: title: Nomad description: '' year: '2026' stars: 0 ai_summary: A declarative, lightweight workload scheduler. Nomad supports both containerized and raw binary/Java applications across global infrastructure nodes. Its operational footprint is drastically lower than Kubernetes. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/nomad/docs/k8s-nomad: title: 'nomadproject.io: An alternative to Kubernetes' description: '' year: '2026' stars: 0 ai_summary: Highlights Nomad's design focus on modularity and native task execution. Analyzes how avoiding complex control planes like K8s reduces runtime errors and cluster degradation risks. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - HashiCorp Nomad - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/packer: title: packer.io description: '' year: '2026' stars: 0 ai_summary: HashiCorp Packer is the industry-standard open-source tool for automating the generation of identical machine images for multiple platforms from a single source configuration. Supports AWS AMIs, VMware templates, Docker images, and Azure virtual hard disks. language: Go resource_type: Official Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Machine Images - Packer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/packer/docs: title: packer.io docs description: '' year: '2026' stars: 0 ai_summary: Official documentation hub for Packer, containing technical references for builders, provisioners, and post-processors. Details syntax configurations for HCL templates, dynamic plugins, and integrating container/VM deployment images directly into CI/CD pipelines. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Machine Images - Packer Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started-build-image: title: 'learn.hashicorp.com: Write Packer template for AWS' description: '' year: '2024' stars: 0 ai_summary: Official hands-on tutorial guiding users through writing their first HCL-based Packer template for Amazon Web Services (AWS). Guides developers through declaring VPC variables, ami_regions, provisioners, and security credentials needed to deploy Golden Images. language: English resource_type: Official Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Machine Images - AWS Packer Tutorial tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform: title: terraform.io description: '' year: '2026' stars: 0 ai_summary: The official developer platform for HashiCorp Terraform. Following HashiCorp's transition to the Business Source License (BSL) and the subsequent emergence of the OpenTofu fork, this site remains the definitive reference for official provider documentation, enterprise Cloud/Enterprise workspaces, and HCL specification standards. language: English resource_type: Official Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Official Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/cli/commands: title: 'terraform.io: Terraform Commands' description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight: The definitive, official CLI reference for HashiCorp Terraform. Live Grounding: Crucial for advanced state management, covering complex commands like terraform import, state mv, state rm, and CLI integrations with modern cloud providers via OpenTofu or standard Terraform releases.' language: English resource_type: Official Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Infrastructure as Code - Terraform tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/cli/commands/graph: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0d35b6369aeb2bdbba4eaa9b57de21fe135ac4da5c30265b821c4dc544c81451 health_score: 100.0 last_checked: 1779130494.975163 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.975163+02:00' https://developer.hashicorp.com/terraform/cloud-docs/recommended-practices/part3: title: 'developer.hashicorp.com: Part 3: How to Evolve Your Provisioning Practices' description: '' year: '2024' stars: 0 ai_summary: HashiCorp's official recommendation guide detailing architectural transformations necessary for scaling IaC teams. Progresses from basic single-operator CLI execution to enterprise platform governance with automated, collaborative, run-directed GitOps pipelines. language: None resource_type: Official Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Best Practices - Enterprise Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/language/modules/develop/refactoring: title: 'terraform.io: Refactoring' description: '' year: '2022' stars: 5 ai_summary: Official reference for Terraform's native refactoring features, specifically the "moved" block introduced in version 1.1. These blocks allow engineers to rename resources or transfer them to nested modules without manual, error-prone state surgical operations via CLI. Live grounding highlights its role in continuous integration pipelines, where state migration must be safe, declarative, and collision-free. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Refactoring & State Manipulation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/language/provisioners: title: "terraform.io: Creation-Time Provisioners \U0001F31F" description: "- [terraform.io: Destroy-Time Provisioners \U0001F31F](https://developer.hashicorp.com/terraform/language/provisioners#destroy-time-provisioners)" year: '2023' stars: 5 ai_summary: Documents the operational behaviors of creation-time versus destroy-time provisioners within the lifecycle of a resource. Highlights how failures during creation mark resources as tainted, whereas destroy-time actions execution must be robust against resource loss. Live grounding reinforces the architectural community consensus to treat these mechanisms as legacy design smells, utilizing native engine capabilities instead. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Lifecycle Hooks tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/plugin/sdkv2: title: "learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use and create custom Terraform Providers in a new collection of tutorials on HashiCorp Learn \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A core architectural guide for developers looking to build custom Terraform providers using the Plugin SDKv2 (and the newer Framework). Explains API lifecycle mapping, resource schemas, CRUD operation handling, and state preservation mechanics. language: English resource_type: Developer Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Provider Development tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/automation/github-actions: title: 'learn.hashicorp.com: Automate Terraform with GitHub Actions' description: '' year: '2023' stars: 0 ai_summary: Official HashiCorp tutorial guiding engineers on deploying automated plans and applies within GitHub Actions. Outlines directory structures, secure state connections, and credential configuration using OIDC. language: YAML resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - GitHub Actions tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code: title: "learn.hashicorp.com: What is Infrastructure as Code with Terraform? \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: The official HashiCorp foundational tutorial explaining Infrastructure as Code (IaC) principles. Introduces Terraform's declarative syntax (HCL), resource execution graph generation, state locking, and best practices for configuring secure, reproducible multi-cloud components. language: English resource_type: Official Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Infrastructure as Code - Terraform Basics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags: title: "learn.hashicorp.com: Configure Default Tags for AWS Resources \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Demonstrates how to configure centralized tagging profiles directly inside the AWS provider block. Enables developers to inherit unified organizational compliance tags automatically across all provisioned AWS cloud assets. language: English resource_type: Official Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Tagging & Governance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway: title: "learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Standard HashiCorp tutorial teaching developers how to architect, deploy, and configure high-performance serverless endpoints using AWS Lambda and API Gateway, entirely declared via modular HCL files. language: English resource_type: Official Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless Architecture - AWS Lambda - API Gateway tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents: title: 'learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents' description: '' year: '2023' stars: 0 ai_summary: A guide on deploying and configuring lightweight Terraform Cloud Agents inside secure, isolated local environments. Enables enterprises to provision private subnetworks and local systems securely without opening external ports. language: Bash resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Automation - Terraform Cloud tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubernetes: title: 'learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters' description: '' year: '2024' stars: 0 ai_summary: An official HashiCorp tutorial illustrating how to configure and deploy federated Kubernetes clusters across multi-cloud environments. Leverages Consul Service Mesh alongside Terraform for secure cross-network discovery and communication routing. language: HCL resource_type: Official Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Federated Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/policy: title: 'learn.hashicorp.com: Enforce Policy with Sentinel' description: '' year: '2024' stars: 4 ai_summary: Official instructional tutorial on implementing Sentinel policy-as-code controls in Terraform Cloud and Enterprise. Ensures resource checks and cost guardrails are analyzed prior to scheduling active infrastructure executions. language: Sentinel resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Security - Policy as Code tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/terraform/tutorials/state/resource-drift: title: Manage Resource Drift in Terraform description: Detect and resolve differences between real infrastructure and Terraform state. year: '2024' stars: 4 ai_summary: This official HashiCorp tutorial provides a comprehensive guide to identifying, analyzing, and resolving infrastructure drift within Terraform environments. It demonstrates how to detect discrepancies between physical cloud assets and their corresponding Terraform state files caused by out-of-band manual changes or third-party automated updates. Practitioners learn to employ health assessments, configure alerts, and utilize the import workflow or reconcile changes to safely align resources without causing application downtime. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 2e1eacf953fac039ba4e8de84e4b740c9400ffc562a7d07b47a0dd92aa057803 health_score: null last_checked: 1780352003.689815 needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State Management and Drift Detection tags: - '[GUIDE]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: terraform reputation_status: Vetted reputation_summary: An authoritative HashiCorp training resource that represents the standard curriculum for infrastructure configuration maintenance and state management. social_preview_url: https://developer.hashicorp.com/og-image/terraform.jpg source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:13:23.689815+02:00' https://developer.hashicorp.com/vault: title: vaultproject.io description: '' year: '2026' stars: 5 ai_summary: The master developer resource and documentation portal for the HashiCorp Vault ecosystem. Offers structured learning paths, architectural guides, and configuration references for implementing secure secret storage, PKI engines, and dynamic credential brokers. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Centralized Vaults tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault: title: "learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A practical implementation guide showcasing how to leverage the HashiCorp Vault Agent Injector sidecar to dynamically inject secrets directly into application pods via in-memory tmpfs mounts. language: N/A resource_type: tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Secrets Management - HashiCorp Vault Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developer.hashicorp.com/vault/tutorials/operations/codify-mgmt-enterprise: title: 'learn.hashicorp.com: Codify Management of Vault Enterprise Using Terraform' description: '' year: '2024' stars: 4 ai_summary: HashiCorp's official deployment guide detailing how to automate the complex management of Vault Enterprise configurations (e.g., namespaces, security policies, auth backends) programmatically via Terraform. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Security - Secrets Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.hashicorp.com/waypoint: title: waypointproject.io description: '' year: '2024' stars: 0 ai_summary: HashiCorp Waypoint provides developers with a structured application delivery model across multiple underlying orchestrators. Utilizing a single declarative configuration file, it unifies the build, deployment, and release pipeline stages. language: Go resource_type: Product Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Application Delivery - Waypoint tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - gitops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developer.ibm.com/apiconnect: title: IBM API Connect description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd health_score: 100.0 last_checked: 1779030575.054654 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md - docs/ibm_cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:35.054654+02:00' https://developer.ibm.com/articles/secure-microservices-by-monitoring-behavior: title: 'developer.ibm.com: Secure microservices by monitoring behavior' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3ad8273a470b61347050bd4ef76261404ba1e507987d4f190058375a466a8613 health_score: 100.0 last_checked: 1779032294.275194 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:14.275194+02:00' https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world: title: 'developer.ibm.com: GitOps: Best practices for the real world' description: '' year: '2021' stars: 0 ai_summary: IBM-curated best practices compiling concrete strategies for secure secrets integration, dynamic configuration templating (using Kustomize), rollbacks, and managing complex hybrid cloud-native infrastructure pipelines. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Implementation - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.ibm.com/javasdk: title: IBM JDK description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering IBM JDK in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031468.458984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:28.458984+02:00' https://developer.ibm.com/technologies/containers: title: 'developer.ibm.com: Secure microservices by monitoring behavior' description: '' year: '2020' stars: 0 ai_summary: This article details methods for protecting distributed workloads by auditing execution-level behavior rather than relying entirely on static perimeter defenses. It covers tracing unexpected system calls, identifying runtime drift, and applying automated isolation rules. This approach is highly effective in securing container environments from zero-day exploits. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Microservices Security - Behavior Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes: title: 'developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A step-by-step practical guide comparing vanilla Kubernetes to enterprise OpenShift platforms. Illustrates differences in router configs, Security Context Constraints (SCCs), build mechanisms, and deployment strategies. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Security - Platform Comparisons - OpenShift vs Kubernetes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.ibm.com/wasdev: title: WebSphere Liberty description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering WebSphere Liberty in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031793.940725 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.940725+02:00' https://developer.ibm.com/wasdev/downloads: title: Download WAS Liberty description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Download WAS Liberty in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030981.278085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:21.278085+02:00' https://developer.ibm.com/wasdev/downloads/liberty-profile-using-non-eclipse-environments: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.932766 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ibm_cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.932766+02:00' https://developer.ibm.com/wasdev/websphere-liberty: title: About WebSphere Liberty description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034528.898799 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md - docs/java_app_servers.md - docs/java_frameworks.md v2_locations: - ibm_cloud.md - java_app_servers.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:28.898799+02:00' https://developer.ing.com: title: ING Developer Portal description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f8d659f2459e6a3a6316ff324e2eb986b1fa02156ad05b5a4b785bc494f21e3c health_score: 100.0 last_checked: 1779030462.614098 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:42.614098+02:00' https://developer.ing.com/api-marketplace/marketplace: title: ING API Marketplace description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d591b8fd7543487475cca8026999135b26f3b0ee73dd28c72819be35c22fd0b8 health_score: 100.0 last_checked: 1779032077.186529 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:37.186529+02:00' https://developer.ing.com/openbanking: title: ING Developer Portal description: '- [ING API Marketplace](https://developer.ing.com/openbanking/api-marketplace/marketplace)' year: '2026' stars: 4 ai_summary: ING's open-banking marketplace and developer portal. The catalog details APIs for cash management, transaction services, accounts balance, and PSD2 compliance, backed by strong authentication and sandbox simulation tools. language: English resource_type: Enterprise Product complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Banking Gateways tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developer.ing.com/openbanking/api-marketplace/marketplace: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1dbba63d9c4f86640b2a283890419437a85b7192209ad4b0e08e529bd3d505c0 health_score: 100.0 last_checked: 1779130494.961149 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.961149+02:00' https://developer.mobileconnect.io: title: developer.mobileconnect.io description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering developer.mobileconnect.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034509.667818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:09.667818+02:00' https://developer.mongodb.com/quickstart/cheat-sheet: title: 'developer.mongodb.com: MongoDB Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: da2782e23f8c104a3faa2f037001d4b8e6d522bb96382b92923b9f51c9597870 health_score: 100.0 last_checked: 1779034558.268406 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:58.268406+02:00' https://developer.mozilla.org/en-US/docs/Tools/Tools_Toolbox: title: Firefox DevTools description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4717162243bf6194fdf69a29ac1eff36f7379f8a2a70c3af33ddd108915427eb health_score: 100.0 last_checked: 1779030407.661281 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ChromeDevTools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:47.661281+02:00' https://developer.okta.com/blog/2020/03/23/microservice-security-patterns: title: Security Patterns for Microservice Architectures description: '' year: '2020' stars: 0 ai_summary: Provides a robust collection of enterprise security patterns tailored for microservices, detailing patterns like mTLS, API Gateway authentication delegation, and token propagation. Reviews mechanisms to safely pass user context through multiple nested backend requests. Highly recommended for software and security architects. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Architecture Patterns - Microservice Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developer.okta.com/blog/2020/05/04/spring-vault: title: "developer.okta.com: Secure Secrets With Spring Cloud Config and Vault \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d1ce7ea0f8e4e84b5211fa80b31f5370a3ed10ecf48491fe3b7a54dd859a3caf health_score: 100.0 last_checked: 1779034049.513733 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.513733+02:00' https://developer.okta.com/blog/2020/12/07/spring-cloud-config: title: 'developer.okta.com: Spring Cloud Config for Shared Microservice Configuration' description: '' year: '2020' stars: 3 ai_summary: A practical tutorial discussing how to manage common properties shared across multi-service deployments using Spring Cloud Config. It breaks down architectural setups for dev, staging, and production profiles. Excellent resource for development teams addressing configuration drift across heterogeneous microservice networks. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Cloud - Configuration Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developer.okta.com/blog/2021/02/05/okta-ansible: title: 'developer.okta.com: Tutorial: Ansible and Account Automation with Okta' description: '' year: '2021' stars: 0 ai_summary: Illustrates how to bridge identity providers with system-level configuration, specifically integrating Okta APIs with Ansible modules. Details dynamic workflows for onboarding user accounts, security grouping, and programmatic credential management directly within continuous integration topologies. language: Python/YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Identity Access Management tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide: title: 'developer.okta.com: Elasticsearch in Go: A Developer''s Guide' description: '' year: N/A stars: 0 ai_summary: A developer's guide demonstrating how to connect, index, and query Elasticsearch instances natively using the official Go client driver. Illustrates clean integration patterns for backend microservices. language: en resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 80cbe5068cbac93c7abcbaa3adb230b88d6ac2c565098266f8a8e8f67b9820db health_score: 100.0 last_checked: 1779031226.701143 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Storage Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:26.701143+02:00' https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets: title: 'developer.okta.com: Update App Secrets with Jenkins CI and .NET Core' description: '' year: '2021' stars: 0 ai_summary: 'Demonstrates methods to safely inject environment variables and application secrets into .NET Core apps during CI builds using modern Jenkins plugins. *Curator Insight*: Secure secret injections. *Live Grounding*: Focuses on keeping access secrets out of code bases and pipeline configurations.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Security - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developer.okta.com/blog/2022/01/06/native-java-helidon: title: 'developer.okta.com: Build REST APIs and Native Java Apps with Helidon' description: '' year: '2022' stars: 0 ai_summary: Step-by-step tutorial on constructing cloud-native REST endpoints using Helidon MP and compiling them into native executables using GraalVM. Incorporates OIDC authentication using Okta, demonstrating how to achieve sub-second startup times and minuscule memory footprints for containerized Java workloads. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 1e78f7be976fa563b6ed7da5336fbd67fb610a8340e00a006fb40f90ed9c94b2 health_score: 100.0 last_checked: 1779029465.183276 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Java Microservices - API Security tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:05.183276+02:00' https://developer.okta.com/blog/2022/10/20/spring-vault: title: "developer.okta.com: Secure Secrets With Spring Cloud Config and Vault \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Step-by-step tutorial explaining how to couple Spring Cloud Config with HashiCorp Vault to create a highly secure externalized configuration engine. Architecturally, it separates public environment metrics from sensitive database/API secrets. This composition ensures developers can manage configs seamlessly while security administrators maintain absolute control over encryption keys. language: Java resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Cloud - Secrets Management tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developer.rabobank.nl: title: Rabobank Developer Portal description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Rabobank Developer Portal in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032613.919359 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.919359+02:00' https://developer.rabobank.nl/api-marketplace: title: Rabobank API Marketplace description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031752.87349 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:12.873490+02:00' https://developer.squareup.com/blog/kubernetes-pod-security-policies: title: 'developer.squareup.com: Kubernetes Pod Security Policies (PSP)' description: '' year: '2021' stars: 0 ai_summary: Legacy deep-dive exploring Square's real-world PSP architecture and rollout procedures. Note that modern engineering standards require migrating these exact controls to Pod Security Standards (PSS) or external engines like Kyverno. Essential reading to understand historical host namespaces and filesystem restrictions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Pod Security - Pod Security Policies tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developerblog.redhat.com/tag/varnish: title: 'Red Hat Developer Blog. Tag: Varnish' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Red Hat Developer Blog. Tag: Varnish in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034228.924582 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:28.924582+02:00' https://developerhub.santander.com: title: Santander APIs description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Santander APIs in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.863358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.863358+02:00' https://developers.google.com/machine-learning/crash-course?hl=es-419: title: Machine Learning Crash Course description: '' year: '2024' stars: 0 ai_summary: Google's structured technical course on ML foundations. Covers gradient descent, model loss, deep neural networks, and scalable tensor processing, serving as an entry point for engineers integrating ML systems into modern APIs. language: Spanish resource_type: Course complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Emerging Technology - Machine Learning - Course tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ai.md - elearning.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developers.google.com/machine-learning/glossary: title: Machine Learning Glossary description: '' year: '2026' stars: 0 ai_summary: An authoritative dictionary compiled by Google to standardize terms across core AI and machine learning engineering domains. Explores architectural paradigms, neural network elements, deployment metrics, and training pipeline semantics crucial for production systems. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science & ML - Machine Learning - Glossary tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.google.com/profile/u/me/dashboard: title: Google Developers Profile Dashboard description: Personalized dashboard for tracking developer pathways, badging, and event registration across the Google ecosystem. year: '2026' stars: 4 ai_summary: An enterprise portal centralizing developer badges, certification pathways, and continuous education tracks for Google architectures. Allows developers to monitor personalized progress in platform-specific labs (e.g., Google Cloud, Angular, Flutter) and maintain continuous credentials. Serves as a standard, secured learning pathway management interface across global engineering pipelines. language: en resource_type: documentation complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: b5d52b23d9eaf5a66ae4c1d5e5173b3bece18d9a0c4c627d2aaf041d768162e1 health_score: null last_checked: 1780352037.401625 needs_ai_refresh: false hierarchy: - Developer Portals - Google Developers - Profile Dashboard tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: developerportals reputation_status: Vetted reputation_summary: Standard secure entrance to personal development analytics on Google Developers. social_preview_url: https://www.gstatic.com/devrel-devsite/prod/v6ae673272608590539f8a06b3f3271c0f5688cde07499d1c9e644aeb66c8c060/images/developer-profile-share.svg source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401625+02:00' https://developers.google.com/solutions/catalog: title: Google for Developers Solutions Catalog description: The central directory of Google-designed implementation blueprints, code templates, and reference architectures across multiple developer paths. year: '2026' stars: 4 ai_summary: A foundational, multi-disciplinary catalog containing official reference architectures and IaC modules. It guides cloud engineers in implementing secure, reliable, and compliant infrastructure blueprints, scaling across databases, application hosting, security networks, and hybrid deployments. language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 9675d01968cc339c0bafe863fdcb924a9993fc215f763e90291270d84a9cde4c health_score: null last_checked: 1780352013.434815 needs_ai_refresh: false hierarchy: - Cloud Architecture - Google Cloud Platform - Reference Blueprints - Solutions Catalog tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: The official hub of proven enterprise-grade patterns and deployment scripts. Highly respected across cloud architects. social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:13:33.434815+02:00' https://developers.google.com/solutions/catalog?category=aiandmachinelearning: title: Google for Developers Solutions Catalog - AI and Machine Learning description: A catalog of ready-to-deploy architectural patterns, sample implementations, and design guides for machine learning workloads. year: '2026' stars: 4 ai_summary: An official architectural reference library documenting production patterns for enterprise AI applications. Includes deployment guides for model fine-tuning, retrieval-augmented generation (RAG), vector database optimization, and end-to-end MLOps pipeline structures on Google Cloud Platform. language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: d65660ff745ada673232e2abfa626a32461fb116d8b6bf563dbc8085454e1e57 health_score: null last_checked: 1780352013.434762 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AI and Machine Learning - Design Patterns - Solutions Catalog tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Google's authoritative blueprint catalog for AI, highly trusted by enterprise cloud architects seeking repeatable reference code. social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:13:33.434762+02:00' https://developers.google.com/solutions/catalog?language=python: title: Google for Developers Solutions Catalog - Python Solutions description: Curated reference solutions and automated deployment configurations utilizing Python across Google Cloud and APIs. year: '2026' stars: 4 ai_summary: A curated index of production-ready Python blueprints for system automation and software engineering on Google platforms. Features structured configurations, pipeline architectures, and library standards optimized for performance, security, and cloud scalability. language: en resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 579c78c9cbf996783c52c5f4ff07d01246fb3a317cdde129fa9ab47033bf80e1 health_score: null last_checked: 1780352013.434794 needs_ai_refresh: false hierarchy: - Software Development - Python - Reference Architectures - Solutions Catalog tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: python reputation_status: Vetted reputation_summary: A curated selection of Python code templates and integration patterns supported directly by Google Developer relations. social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:13:33.434794+02:00' https://developers.googleblog.com/2015/02/introducing-grpc-new-open-source-http2.html: title: 'developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC'' Framework' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC'' Framework in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bcc1ed479a6194711afb162a9c0881af63c0981252a324b7d774e66cf95ade77 health_score: 100.0 last_checked: 1779034309.388981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.388981+02:00' https://developers.googleblog.com/build-long-running-ai-agents-that-pause-resume-and-never-lose-context-with-adk: title: Build Long-running AI agents that pause, resume, and never lose context with ADK description: Learn how to build production-grade, stateful AI agents using Google's Agent Development Kit (ADK) to handle multi-day enterprise workflows. year: '2026' stars: 4 ai_summary: 'This technical deep-dive introduces the architectural patterns required to transition from stateless chatbots to production-grade, long-running AI agents using Google''s Agent Development Kit (ADK). Key architectural concepts covered include: * **Durable State Machines**: Managing multi-step asynchronous processes over extended cycles. * **Persistent Session Storage**: Retaining complete execution state across service recycles and idle timeouts. * **Event-Driven Webhooks**: Enabling agents to wake on external events and seamlessly delegate sub-tasks within enterprise environments.' language: en resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 3bd93adc62ee24fa759a5270d0df9c9c79d2c34641c37375cd0d6b295f96cab4 health_score: null last_checked: 1780352849.031614 needs_ai_refresh: false hierarchy: - AI - AI Agents - State Orchestration - Agent Development Kit (ADK) tags: - '[GUIDE]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Well-received architectural guide providing concrete patterns for persistent state management in enterprise-grade agent workflows. social_preview_url: '' source_provenance: X.com (GoogleDevs) suggested_new_category: ai-agents-mcp discovered_at: '2026-06-02T00:27:29.031614+02:00' ? https://developers.googleblog.com/one-year-of-innovation-celebrating-100k-members-in-the-google-cloud-x-nvidia-developer-community : title: 'One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA Developer Community' description: Celebrating one year of the Google Cloud and NVIDIA developer community, now 100,000 members strong. year: '2026' stars: 4 ai_summary: Celebrates the one-year anniversary and 100k-member milestone of the joint Google Cloud and NVIDIA developer community. This resource aggregates curated learning paths, engineering webinars, and architectural blueprints for deploying production-ready agentic AI and optimizing large language models (LLMs) on NVIDIA-accelerated GCP infrastructure. language: en resource_type: blog complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 5f4fcfe9b69ee8f138479391ef0a23e3ea1987cb95cfc34856ea8c6bde0e667d health_score: null last_checked: 1780352292.588396 needs_ai_refresh: false hierarchy: - Public Cloud Solutions - Google Cloud Platform - AI Infrastructure tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Well-received enterprise community initiative supporting multi-node GPU clustering and LLM fine-tuning patterns on Google Cloud. social_preview_url: '' source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:18:12.588396+02:00' https://developers.openai.com/codex/app/computer-use: title: Computer Use - Codex App | OpenAI Developers description: With computer use, Codex can see and operate graphical user interfaces on macOS or Windows. year: '2026' stars: 4 ai_summary: The OpenAI Codex computer use capability allows the AI agent to interact directly with macOS and Windows graphical user interfaces by interpreting screen pixels and accessibility APIs. It enables hands-free execution of complex desktop workflows such as media editing, settings configurations, and browser automation without requiring application-specific APIs. Security is maintained through robust, user-configurable app-by-app permissions and explicit prompt validation hooks. language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: ed79031a20a27dfd4a2a87775cff9338bffcb8d2b942d307043c06414d4811d1 health_score: null last_checked: 1780352454.11968 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Computer Use - GUI Automation tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly anticipated and well-received official feature enabling OpenAI Codex to interact with local systems via screen capture and accessibility API controls on macOS and Windows. social_preview_url: https://developers.openai.com/og/codex/app/computer-use.png source_provenance: X.com (OpenAI) suggested_new_category: '' discovered_at: '2026-06-02T00:20:54.119680+02:00' https://developers.redhat.com: title: "developers.redhat.com \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Red Hat's dedicated developer portal providing comprehensive access to tools, sandboxes, and cloud-native frameworks like Quarkus and Spring on Kubernetes. It bridges the gap between raw cluster endpoints and developer workflows. In 2026, it serves as a cornerstone educational hub for enterprise software engineers. language: English resource_type: Developer Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.278916 needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Experience - Red Hat Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.278916+02:00' https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift: title: 'developers.redhat.com: Integrating systems with Apache Camel and Quarkus on Red Hat OpenShift' description: '' year: '2021' stars: 0 ai_summary: An enterprise integration guide illustrating how running Apache Camel on Quarkus on Red Hat OpenShift delivers sub-second cold starts and minimal memory consumption, ideal for resource-constrained Kubernetes environments. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Integration - Camel Quarkus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications: title: "developers.redhat.com: micropipenv: Installing Python dependencies in containerized applications \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Introduces `micropipenv`, a lightweight CLI tool designed to run within container engines. It efficiently resolves and installs locked dependencies from Pipfile, poetry.lock, or requirements.txt files without installing bulky build wrappers, optimizing image sizes. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Python Packaging - Docker Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing: title: 'developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent reference processing' description: '' year: '2021' stars: 0 ai_summary: In-depth technical breakdown of Shenandoah GC's concurrent reference processing capabilities in OpenJDK 16. Details how reducing concurrent STW (Stop-The-World) phases minimizes millisecond-level tail latencies for highly parallel microservices. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - JVM Architecture - Memory Management - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program: title: 'developers.redhat.com: Build your own RPM package with a sample Go program to simplify installing, updating, or removing a piece of software' description: '' year: '2021' stars: 0 ai_summary: Walkthrough detailing how to compile a Go-based binary and pack it into a redistributable RPM using SPEC files. Crucial for enterprise deployments on RHEL-based target nodes, bridging the gap between local application builds and native package lifecycle management. language: Go resource_type: Developer Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Packaging - RPM tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime: title: "developers.redhat.com: Build lean Java containers with the new Red Hat Universal Base Images OpenJDK runtime images \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Analyzes how to compile slim Java runtime layers using Red Hat Universal Base Images (UBI) OpenJDK templates. Emphasizes security compliance, footprint reduction, and performance optimizations for enterprise microservice platforms. language: Dockerfile resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Base Images - Universal Base Image tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4: title: "developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat OpenShift 4 \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Developer workflow demonstrating automated packaging and continuous delivery of Helm charts using Jenkins pipelines in OpenShift 4. Reviews the integration of enterprise security constraints and build processes. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Continuous Integration - CI-CD Pipelines - Red Hat OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care: title: 'developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why should developers care?' description: '' year: '2021' stars: 0 ai_summary: An informative article analyzing the strategic importance of hosting Red Hat Universal Base Images on Docker Hub. It highlights how developers benefit from instant access to cryptographically signed, compliant, and regularly updated base layers that easily pass enterprise security audits. The piece underscores the role of UBI in eliminating legal and performance compliance issues across environments. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/06/14/application-modernization-patterns-apache-kafka-debezium-and-kubernetes: title: 'developers.redhat.com: Application modernization patterns with Apache Kafka, Debezium, and Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A deep technical dive into change data capture (CDC) as an application modernization accelerator. Demonstrates how combining Debezium, Apache Kafka, and Kubernetes enables seamless database-to-database replication and asynchronous microservice integration. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Modernization - CDC Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry: title: 'developers.redhat.com: Perform a kaniko build on a Red Hat OpenShift cluster'' and push the image to a registry' description: '' year: '2021' stars: 0 ai_summary: A specialized technical guide illustrating how to execute secure, unprivileged container image builds using Kaniko within a Red Hat OpenShift cluster. It explains how to bypass Docker-daemon dependencies by using Kaniko's user-space execution model. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.869174 needs_ai_refresh: false hierarchy: - Image Building - In-Cluster Builds - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.869174+02:00' https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee: title: 'developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental approach using Jakarta EE and MicroProfile' description: '' year: '2021' stars: 0 ai_summary: Demonstrates an incremental migration strategy to transition legacy monolithic Java applications into cloud-ready deployments using Jakarta EE and Eclipse MicroProfile. It outlines how to integrate lightweight container metrics, externalized configurations, and standard health indicators into existing systems. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Cloud Migration - Modernization tags: - '[LEGACY]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta : title: 'developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade the legacy Java application to Jakarta EE' description: '' year: '2021' stars: 0 ai_summary: Part two of the cloud migration series, illustrating technical procedures for refactoring legacy code bases to Jakarta EE. It covers deep-level migration from `javax` to `jakarta` namespaces, addressing dependency updates, persistence adjustments, and deployment optimizations within Kubernetes contexts. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Cloud Migration - Namespace Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis: title: 'developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes with Apache Artemis' description: '' year: '2021' stars: 0 ai_summary: A technical guide on constructing high-availability broker meshes using Apache Artemis on enterprise infrastructure. It details configuration strategies for clustering, store-and-forward replication, and dynamic queue load balancing. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - Clustering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management: title: 'developers.redhat.com: How to expose a WebSocket endpoint using Red Hat 3scale API Management' description: '' year: '2021' stars: 0 ai_summary: A highly technical guide demonstrating gateway configurations needed to establish persistent WebSocket connections through the 3scale API gateway. Discusses protocol upgrading, timeout values, and scaling metrics. language: English resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Persistent Connections tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20: title: 'developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0' description: '' year: '2021' stars: 4 ai_summary: Explores the design of RESTEasy Reactive, a completely overhauled, non-blocking HTTP layer introduced in Quarkus 2.0. By running directly on the Vert.x event loop without context switching, it yields a dramatic leap in performance and concurrent connection management. This architectural evolution cemented Quarkus as a leader in high-performance reactive API frameworks. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Reactive Architecture tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka: title: 'developers.redhat.com: Getting started with Red Hat OpenShift Streams for'' Apache Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Getting started with Red Hat OpenShift Streams for'' Apache Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032543.441995 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:23.441995+02:00' https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach: title: "developers.redhat.com: Managing the API life cycle in an event-driven architecture: A practical approach \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Analyzes the lifecycle of asynchronous APIs in scale architectures. Proposes using AsyncAPI specifications alongside Schema Registries to maintain strict schema enforcement, contract versioning, and unified developer portal configurations. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Schema Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1: title: 'developers.redhat.com: Troubleshooting application performance with Red Hat OpenShift metrics, Part 1: Requirements' description: '' year: '2021' stars: 3 ai_summary: Part 1 of an observability series discussing the performance requirements of gathering application telemetry in OpenShift. Outlines the infrastructure metrics, agent resource targets, and storage patterns required for steady operations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Observability Frameworks - Telemetry Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20: title: 'developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration Service Registry 2.0' description: '' year: '2021' stars: 0 ai_summary: A step-by-step security implementation guide demonstrating how to protect schema registries using the Red Hat Integration Service Registry. Details how to configure fine-grained Access Control Lists (ACLs) and enforce authorization rules. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Schema Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm: title: 'developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift with Helm' description: '' year: '2021' stars: 0 ai_summary: Hands-on guide focusing on containerizing and deploying Node.js microservices to OpenShift 4 using Helm charts. Covers localized template customization and resource quota alignments for developer-driven environments. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Enterprise Platforms - Red Hat OpenShift - Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli: title: 'developers.redhat.com: Bootstrap GitOps with Red Hat OpenShift Pipelines and kam CLI' description: '' year: '2021' stars: 0 ai_summary: Illustrates how to bootstrap secure GitOps setups on OpenShift using the GitOps Application Manager (kam) CLI. Standardizes repository structures to align application delivery pipelines with GitOps models. language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - GitOps - kam CLI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far: title: "developers.redhat.com: JDK Flight Recorder support for GraalVM Native Image: The journey so far \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Highlights runtime monitoring capabilities for Ahead-of-Time (AOT) compiled Java applications. Explains how native binaries built with GraalVM leverage JFR events to expose custom runtime execution metrics. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - JVM Architecture - Ahead-of-Time Compilation - Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift: title: 'developers.redhat.com: Modernizing applications with Apache Camel, JavaScript, and Red Hat OpenShift' description: '' year: '2021' stars: 0 ai_summary: Examines legacy integration strategies and modern microservices orchestration utilizing Apache Camel K (native integrations) coupled with Node.js/JavaScript on Red Hat OpenShift. Discusses enterprise integration patterns (EIPs) within modern container systems. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Modernization - Integration Frameworks - OpenShift & Camel tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-performance-red-hat-openshift-metrics-part-4: title: 'developers.redhat.com: Troubleshooting application performance with Red Hat OpenShift metrics, Part 4: Gathering performance metrics' description: '' year: '2021' stars: 4 ai_summary: Part 4 of an diagnostics series focusing on scraping application targets and debugging latency. Shows how to use the built-in PromQL interface on OpenShift to trace application runtime anomalies. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Observability Frameworks - Telemetry Metrics tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/07/30/customer-suggestions-improved-cicd-red-hat-openshift: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.898688 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.898688+02:00' https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices: title: "developers.redhat.com: Managing GitOps control planes for secure GitOps practices \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Discusses access control models, repository structure strategies, and network isolation policies to harden GitOps control planes. Assures that malicious code or human errors are contained safely within individual tenant boundaries. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Platform Security - GitOps Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang: title: "developers.redhat.com: Managing stateful applications with Kubernetes Operators in Golang \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An enterprise guide mapping the management of stateful database engines inside Kubernetes using Go-based operators. Highlights local volume binding, replication coordination, and automatic failovers. Reconciled with 2026 patterns, this forms the underlying theory for stateful database-as-a-service (DBaaS) offerings on Kubernetes. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Extension - Stateful Applications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement-tracing: title: 'developers.redhat.com: Opening black boxes with statement tracing (SystemTap)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030658.214099 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:58.214099+02:00' https://developers.redhat.com/articles/2021/08/11/how-maximize-data-storage-microservices-and-kubernetes-part-1-introduction: title: "developers.redhat.com: How to maximize data storage for microservices and Kubernetes, Part 1: An introduction \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Part one of a premium Red Hat series defining technical best practices for mapping microservices to underlying storage topologies. It highlights the strategic balance between raw database performance demands and the cloud-native flexibility of dynamic storage provisioning. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage Architecture - Storage Fundamentals - Stateful Applications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-gateways-using-red-hat-3scale-api-management: title: 'developers.redhat.com: Simplify load balancing for API gateways using Red Hat 3scale API Management' description: '' year: '2021' stars: 0 ai_summary: Evaluates traffic management policies and network topologies designed to optimize high-performance load balancing in front of 3scale API gateways. Focuses on minimizing round-trip times and preventing traffic hotspots. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Infrastructure Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr: title: 'developers.redhat.com: Build and deploy microservices with Kubernetes and Dapr' description: '' year: '2021' stars: 4 ai_summary: Detailed technical guide for building and running Dapr-enabled microservices on Red Hat OpenShift and vanilla Kubernetes. Focuses on setting up sidecars and microservices configurations. Current 2026 engineering practices validate this approach for enterprise Java/Node architectures looking to offload ingress, telemetry, and security concerns to the runtime. language: English resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native - Application Runtime - Dapr Deployment tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-kubernetes-easier-way-update-containerized: title: 'developers.redhat.com: Composable software catalogs on Kubernetes: An easier way to update containerized applications' description: '' year: '2021' stars: 4 ai_summary: Explains how to construct and update software catalogs inside OLM. Focuses on the architectural design of file-based, composable software catalogs to allow administrators to streamline platform updates. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Operator Framework - Lifecycle Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers: title: 'developers.redhat.com: Introduction to the Node.js reference architecture, Part 5: Building good containers' description: '' year: '2021' stars: 0 ai_summary: Part of Red Hat's Node.js reference architecture focusing on secure container images. Outlines distroless base choices, multi-stage Docker builds, user permissions management, and resource allocation policies for production runtimes. language: Markdown resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Containerization - Node.js Deployment tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible: title: 'developers.redhat.com: Automate Red Hat JBoss Web Server deployments with Ansible' description: '' year: '2021' stars: 0 ai_summary: Automates deployment and cluster routing for enterprise Red Hat JBoss Web Server (JWS) environments. Illustrates how to orchestrate JBoss installations, execute configuration templating, and deploy Java war artifacts securely. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Application Servers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices: title: 'developers.redhat.com: Why should I choose Quarkus over Spring for my microservices?' description: '' year: '2021' stars: 0 ai_summary: A detailed technical comparison explaining the advantages of Quarkus over Spring for cloud-native Java workloads. While Spring Boot 3 has improved native compilation, Quarkus remains highly competitive in 2026 for serverless startup time, memory footprints, and GraalVM build optimization. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032368.40362 needs_ai_refresh: false hierarchy: - Modern Java - Frameworks - Quarkus vs Spring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.403620+02:00' https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium: title: "developers.redhat.com: The outbox pattern with Apache Kafka and Debezium \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An implementation walkthrough of the Transactional Outbox pattern utilizing Debezium and Apache Kafka. This pattern guarantees reliable, dual-write-free message propagation from internal microservice datastores directly to downstream Kafka clusters. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Design Patterns - Transactional Outbox tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/09/06/improving-cicd-red-hat-openshift: title: "developers.redhat.com: Improving CI/CD in Red Hat OpenShift \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering developers.redhat.com: Improving CI/CD in Red Hat OpenShift \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030364.696413 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:04.696413+02:00' https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-millisecond-gc-pauses: title: 'developers.redhat.com: Shenandoah in OpenJDK 17: Sub-millisecond GC pauses' description: '' year: '2021' stars: 0 ai_summary: This Red Hat engineering analysis covers Shenandoah GC in OpenJDK 17. It details how the garbage collector achieves sub-millisecond pauses by performing evacuation and compacting concurrently with active application threads, making it ideal for low-latency Java microservices. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - JVM Internals - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started: title: "developers.redhat.com: Quarkus for Spring developers: Getting started \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A practical guide helping Spring Boot developers transition to Quarkus by leveraging Quarkus's Spring Compatibility API. In 2026, this guide remains extremely relevant for migrating legacy microservices, enabling developers to use familiar Spring annotations under a faster Quarkus engine. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.199403 needs_ai_refresh: false hierarchy: - Modern Java - Frameworks - Migrations tags: - '[LEGACY]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.199403+02:00' https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared: title: 'developers.redhat.com: Distributed transaction patterns for microservices compared' description: '' year: '2021' stars: 0 ai_summary: This article analyzes patterns for distributed transaction management in decoupled architectures. It contrasts two-phase commit (2PC) limitations with the Saga pattern (both orchestrated and choreographed styles), providing a practical guide on maintaining transactional state. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Distributed Transactions - Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving-python-dependencies: title: 'developers.redhat.com: Thoth prescriptions for resolving Python dependencies' description: '' year: '2021' stars: 0 ai_summary: Details 'prescriptions'—declarative rules used by Project Thoth to solve complex Python dependency lockups. Demonstrates automated strategies to avoid platform-specific bugs, secure transitive packages, and optimize base system configurations in container builds. language: Python resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Dependency Management - Package Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should-use-ansible: title: 'developers.redhat.com: Four reasons developers should use Ansible' description: '' year: '2021' stars: 0 ai_summary: Outlines architectural benefits why software engineers should embrace configuration as code using Ansible. Focuses on local development environment parity, simplified build runners, database schema migrations, and application topologies. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-web-server-ansible: title: 'developers.redhat.com: Set up mod_cluster for Red Hat JBoss Web Server with Ansible' description: '' year: '2021' stars: 0 ai_summary: Guides system engineers on configuring mod_cluster web server components inside Red Hat JBoss environments. Shows how to dynamically balance traffic routing paths using automated playbooks. language: English resource_type: blog_post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible - Application Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/10/01/new-application-samples-red-hat-openshift-48: title: 'developers.redhat.com: New application samples in Red Hat OpenShift 4.8' description: '' year: '2021' stars: 0 ai_summary: Introduces new application developer templates launched in OpenShift 4.8. Explains how developers can instantly import, test, and containerize various languages directly within the OpenShift developer GUI console. language: N/A resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Reference Templates - OpenShift 4.8 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/10/04/get-started-openshift-service-registry: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736117.580131 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:57.580131+02:00' https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service-registry: title: 'developers.redhat.com: Get started with OpenShift Service Registry' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Get started with OpenShift Service Registry in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031507.232513 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:07.232513+02:00' https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns: title: '==developers.redhat.com: Quarkus for Spring developers: Kubernetes-native'' design patterns==' description: '' year: '2021' stars: 0 ai_summary: Explores how Spring Boot developers can utilize Quarkus to build Kubernetes-native application patterns, such as direct ConfigMap/Secret binding and health probe automation. By 2026, native Kubernetes integration inside Java frameworks has significantly reduced the need for external boilerplate sidecars. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029710.184883 needs_ai_refresh: false hierarchy: - Modern Java - Frameworks - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.184883+02:00' https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector: title: 'developers.redhat.com: How to choose the best Java garbage collector' description: '' year: '2021' stars: 0 ai_summary: Technical selection matrix mapping GC choices (G1GC, ZGC, Shenandoah, Serial) to enterprise architectural requirements such as maximum throughput, heap density, or strict SLA-bound tail latency limits. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - JVM Architecture - Memory Management - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22: title: 'developers.redhat.com: Boost throughput with RESTEasy Reactive in Quarkus'' 2.2' description: '' year: '2021' stars: 0 ai_summary: Deep-dive explaining performance gains achieved through RESTEasy Reactive in Quarkus 2.2+. By running non-blocking HTTP endpoints directly on the underlying Netty event loop, this architecture maximizes throughput. It is the default approach for building high-scale Java APIs in 2026. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031520.708806 needs_ai_refresh: false hierarchy: - Modern Java - Frameworks - Reactive Programming tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:20.708806+02:00' https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python: title: 'developers.redhat.com: Generating pseudorandom numbers in Python' description: '' year: '2021' stars: 0 ai_summary: 'Curator Insight: Contrasts pseudorandom generation techniques against high-entropy secure alternatives in standard Python library spaces. Live Grounding: Compares standard deterministic algorithms (`random`) with cryptographically strong modules (`secrets`), detailing risks in key generation and security token architecture.' language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Cryptography & Security - Randomness tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and-openshift: title: 'developers.redhat.com: .NET 6 now available for RHEL and OpenShift' description: '' year: '2021' stars: 4 ai_summary: Announces native Red Hat Enterprise Linux (RHEL) and OpenShift support for .NET 6. Focuses on pre-configured, secure container base images and integration setups that simplify enterprise deployments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - RHEL Support tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/15/red-hat-software-collections-38-and-red-hat-developer-toolset-11-now-generally: title: 'developers.redhat.com: Red Hat Software Collections 3.8 and Red Hat Developer Toolset 11 now generally available' description: '' year: '2021' stars: 0 ai_summary: Release summary detailing Red Hat Software Collections 3.8 and Developer Toolset 11. Explains runtime lifecycle considerations, package availability, and GCC version upgrades for building enterprise software on RHEL platforms. language: C/C++ resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Operating Systems - Software Collections tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-application-images-openshift: title: 'developers.redhat.com: Build and store universal application images on OpenShift (with Buildah)' description: '' year: '2021' stars: 0 ai_summary: A deep dive on compiling security-focused container images using Buildah on OpenShift. Highlights how Buildah bypasses Docker daemon requirements, maintaining tight compliance bounds and minimizing vulnerabilities in CI/CD environments. language: Shell resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Base Images - Buildah tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workloads-edge: title: 'developers.redhat.com: Bring your Kubernetes workloads to the edge' description: '' year: '2021' stars: 0 ai_summary: A guide on scaling down and adapting standard containerized workloads to small, resource-constrained edge computing environments. It outlines storage optimizations and minimized memory footprint topologies. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge Computing - Kubernetes Edge - MicroShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - edge-computing.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data: title: 'developers.redhat.com: A faster way to access JDK Flight Recorder data' description: '' year: '2021' stars: 0 ai_summary: Technical review of modern JVM Flight Recorder streaming capabilities. It reviews strategies for consuming real-time telemetry events via Java in-memory APIs, offering low-latency, zero-overhead diagnostic monitoring without relying on bulky local file dumps. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Diagnostics and Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers: title: 'developers.redhat.com: Modernizing Enterprise Java: A cloud native guide for developers' description: '' year: '2021' stars: 0 ai_summary: A developer-focused modernization guide published by Red Hat for refactoring monolithic enterprise Java workloads into modern cloud native applications. It discusses migrating to Quarkus, adopting reactive architectures, and optimizing containers for Kubernetes. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Cloud Native Java - Modernization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium: title: 'developers.redhat.com: Improve your Kafka Connect builds of Debezium.' description: '' year: '2021' stars: 0 ai_summary: An operational guide focusing on optimizing Kafka Connect builds when integrating Debezium connectors. It provides best practices for crafting container images via Kubernetes operators and custom resources (CRDs) to guarantee deterministic dependency resolution and streamlined cluster deployments. language: YAML resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Kafka Connect tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code: title: '==developers.redhat.com: Remote debugging on Kubernetes using VS Code==' description: '' year: '2021' stars: 0 ai_summary: A detailed architectural guide by Red Hat outlining remote debugging topologies for containerized apps on Kubernetes using VS Code. Instructs on configuring port-forwarding and Delve/gdb configurations inside remote pods. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031425.525653 needs_ai_refresh: false hierarchy: - Cloud-Native Development - Kubernetes - Remote Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.525653+02:00' https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf: title: 'developers.redhat.com: Secure your Kubernetes deployments with eBPF' description: '' year: '2021' stars: 0 ai_summary: Details how eBPF (Extended Berkeley Packet Filter) technology shifts the runtime security paradigm away from heavy, sidecar-based observability architectures. Demonstrates writing and attaching kernel sandboxed utilities to track execution and networking footprints with minimal CPU overhead. Crucial reading for high-scale, security-conscious platform teams. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Runtime Security - eBPF tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/01/11/5-design-principles-microservices: title: 'developers.redhat.com: 5 design principles for microservices' description: '' year: '2022' stars: 0 ai_summary: 'Outlines five core engineering principles foundational to sustainable microservices: single responsibility boundaries, loose coupling, data isolation, failure-resilient architecture, and robust observability.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Design Principles - Core Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gitops-jenkins-pipelines: title: 'developers.redhat.com: A developer''s guide to CI/CD and GitOps with Jenkins Pipelines' description: '' year: '2022' stars: 0 ai_summary: 'A developer-focused guide by Red Hat covering best practices for declarative pipelines and GitOps strategies. *Curator Insight*: Red Hat pipeline strategy. *Live Grounding*: Highly valuable blueprint for organizations looking to integrate legacy Jenkins setups with GitOps loops.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Pipeline Patterns - GitOps tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim: title: 'developers.redhat.com: Reduce the size of container images with DockerSlim' description: '' year: '2022' stars: 0 ai_summary: Red Hat's analysis of the DockerSlim command utility. Discusses dynamically tracing operational execution paths to securely remove unused operating system components. language: N/A resource_type: article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Developer Tooling - Image Compacting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter: title: 'developers.redhat.com: Protect secrets in Git with the clean/smudge filter' description: '' year: '2022' stars: 4 ai_summary: Explains the deployment of Git clean/smudge filters as a local workstation guardrail. This configuration transparently encrypts and decrypts sensitive file values during Git staging and checkout processes, preventing accidental upstream exposure of raw development secrets. language: Bash resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Developer Tooling - Git Secrets Security tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many: title: 'developers.redhat.com: Which is better: A single Kafka cluster to rule them all, or many?' description: '' year: '2022' stars: 0 ai_summary: Explores the core architectural debate of running a unified, enterprise-wide Kafka cluster versus provisioning multiple, isolated, application-specific clusters. Evaluates resource isolation, operational support overhead, and data security boundaries. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Topology & Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools: title: 'developers.redhat.com: 8 open source Kubernetes security tools' description: '' year: '2022' stars: 0 ai_summary: Evaluates eight open-source security utilities critical for securing containerized environments. Highlights runtime threat detectors, IaC scanners, policy compliance checkers, and secrets managers, discussing deployment strategies for secure platform engineering. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029138.280676 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Security - Curation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:38.280676+02:00' https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-gitops-deployments: title: "developers.redhat.com: Git best practices: Workflows for GitOps deployments | Christian Hernandez \U0001F31F" description: "- Separate your repositories\n - Separate development in directories, not branches\n - Trunk-based development\n - Pay attention to policies and security" year: '2022' stars: 0 ai_summary: Presents definitive repo workflow practices for GitOps environments. Strongly advocates separating development source repositories from declarative configuration repositories, employing trunk-based workflows, and defining clear access policies. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-names-ports-yaml-files-and-more: title: 'developers.redhat.com: Kubernetes 101 for developers: Names, ports, YAML files, and more' description: '' year: '2022' stars: 3 ai_summary: A tactical developer-focused tutorial outlining basic components inside YAML manifests. Focuses on proper configuration of port mappings, naming strategies, and setting selector fields to establish stable intra-cluster communication. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Developer Workflows - API Objects tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory-structure: title: "developers.redhat.com: How to set up your GitOps directory structure | Christian Hernandez \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Provides actionable guidance on configuring folder and directory hierarchies in GitOps repositories. Demonstrates setting up Kustomize base folders and environment overlays to maintain clean, scalable infrastructure models. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Repository Structure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect: title: 'developers.redhat.com: End-to-end field-level encryption for Apache Kafka Connect' description: '' year: '2022' stars: 0 ai_summary: Outlines cryptography techniques for implementing field-level encryption (FLE) on streaming data using Kafka Connect. Demonstrates how to securely intercept and encrypt sensitive PII fields before they are persisted on Kafka's physical broker logs. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka Connect - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop: title: 'developers.redhat.com: Podman expands to the Desktop' description: '' year: '2022' stars: 0 ai_summary: Introduces the official release of Podman Desktop, analyzing its architecture and how it simplifies unprivileged container management on Windows, macOS, and Linux. It covers packaging local engines and pod configuration tools. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Graphical User Interfaces - Podman Desktop tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-automation-platform-mac-m1: title: 'developers.redhat.com: How to install VMs and Ansible Automation Platform on Mac M1' description: '' year: '2022' stars: 0 ai_summary: Detailed engineering guide for configuring local VM environments and deploying Red Hat Ansible Automation Platform (AAP) on Apple Silicon (M1/M2) hardware. Demonstrates hypervisor compatibility layers and target architecture translation. language: English resource_type: documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible Platforms - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-automation-practice: title: 'developers.redhat.com: GitOps Cookbook: Kubernetes automation in practice' description: '' year: '2022' stars: 0 ai_summary: A practical cookbook demonstrating real-world automation recipes for Red Hat OpenShift and vanilla Kubernetes. Emphasizes declarative setup patterns using ArgoCD, helm-based packages, and Kustomize patches for microservice deployments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Automation Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes: title: 'developers.redhat.com: How to use Fabric8 Java Client with Kubernetes' description: '' year: '2023' stars: 0 ai_summary: Red Hat developer resource demonstrating basic and advanced namespace manipulations, cluster watches, and credential configurations. This workflow establishes container-aware runtime environments for enterprise-grade JVM deployments. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Java SDKs - Fabric8 API tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client: title: 'developers.redhat.com: How to generate code using Fabric8 Kubernetes Client' description: '' year: '2023' stars: 0 ai_summary: Step-by-step tutorial explaining how to programmatically generate Java models, types, and custom Domain-Specific Languages (DSL) from cluster-registered CRDs using the Fabric8 Java Client. This technique minimizes manual boilerplate and guarantees strict type safety. language: Java resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Code Generation - Fabric8 CRD tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2023/02/14/remote-container-development-vs-code-and-podman: title: "==developers.redhat.com: Remote container development with VS Code and Podman==' \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Analyzes the configuration of VS Code Remote Containers utilizing Podman instead of Docker. Discusses handling rootless execution models, matching host/container UIDs, and configuring SELinux policies in secure enterprise architectures. language: Shell resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030809.068424 needs_ai_refresh: false hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Remote Development & Collaborative Coding tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:29.068424+02:00' https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui-part-1: title: 'developers.redhat.com: How to easily deploy OpenShift on Azure using a GUI, Part 1' description: '- [developers.redhat.com: How to easily deploy OpenShift on Azure via GitOps, Part 2](https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops-part-2)' year: '2023' stars: 0 ai_summary: Guides users through simple graphical deployment options for Azure Red Hat OpenShift (ARO) inside the Microsoft Azure Portal. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Public Cloud - ARO Console tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops-part-2: title: 'developers.redhat.com: How to easily deploy OpenShift on Azure via GitOps,'' Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031494.553728 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.553728+02:00' https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset: title: 'developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo CD and ApplicationSet' description: '' year: '2024' stars: 4 ai_summary: Deep technical review of optimization practices when deploying large-scale software footprints using ApplicationSets. Outlines how to maximize rendering efficiency, prevent performance bottlenecks, and design clean matrix-based generators. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - ArgoCD - ApplicationSets tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads: title: How Kruize Optimizes OpenShift Workloads description: '' year: '2025' stars: 4 ai_summary: Technical review explaining how the Kruize Autotune project leverages prometheus metrics to autonomously profile and adjust microservices allocations on enterprise OpenShift clusters. language: Java resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Kubernetes Optimization - Autonomous Tuning tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack: title: 'developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native Java stack' description: '' year: '2019' stars: 4 ai_summary: Quick-start tutorial covering development environment setup, live reloading capabilities, and native compilation commands with Quarkus. Explains the differences between build-time optimizations (pioneered by Quarkus) and execution-time reflections (traditionally used by Spring). Excellent resource for developers seeking an immediate taste of Quarkus's superior developer feedback loops. language: Java resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Fundamentals tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/articles/ubi-faq: title: RH Universal Base Image FAQ description: '' year: '2019' stars: 0 ai_summary: A comprehensive FAQ resource answering technical queries regarding Red Hat UBI redistribution rights, support channels, and package installation configurations. Explains differences between standard, minimal, and micro base layers to help developers choose the right runtime footprint. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Optimization - Red Hat UBI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735879.396074 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:59.396074+02:00' https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size: title: 'developers.redhat.com: Keep it small: a closer look at Docker image sizing' description: '' year: '2016' stars: 0 ai_summary: An early framework mapping out compilation footprint problems in old monolithic images. Highlights how layer auditing techniques set up today's industry multi-stage patterns. language: N/A resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Historical Context tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift: title: 'developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)' description: '' year: '2017' stars: 0 ai_summary: Guides developers on using Jolokia, an HTTP/JSON bridge for JMX, to securely query and troubleshoot Java microservices deployed inside Red Hat OpenShift pods. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java JMX tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp3.md - monitoring.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database: title: 'developers.redhat.com: JDBC Master-Slave Persistence setup with Activemq using Postgresql database' description: '' year: '2017' stars: 3 ai_summary: An older but architecturally important guide addressing the configuration of JDBC Master-Slave persistence topologies in ActiveMQ using a PostgreSQL database. It outlines database locking strategies to coordinate high-availability failover configurations. language: YAML resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - ActiveMQ Artemis - Persistence tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-introduction: title: A Practical Introduction to Container Terminology description: '' year: '2018' stars: 0 ai_summary: A classic Red Hat reference guide clarifying container terms including namespaces, cgroups, images, registries, runtimes (OCI, CRI), and orchestration layers. It provides standard technical definitions required to construct, run, and manage container architectures without proprietary runtime locks. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Fundamentals - Terminology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies: title: Adding API Gateway Policies Now Easier With Red Hat 3scale API Management description: '' year: '2018' stars: 0 ai_summary: Outlines the declarative system for defining gateway routing rules and header manipulation schemas inside 3scale API Management without updating custom Lua scripts. Details deployment configurations for standard enterprise security controls. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Red Hat Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-application-server: title: 'developers.redhat.com: Why Kubernetes is The New Application Server' description: '' year: '2018' stars: 0 ai_summary: This guide analyzes the transition from traditional enterprise application servers (like JBoss or WebSphere) to Kubernetes. It positions Kubernetes as the modern application server, handling routing, state management, and lifecycle patterns natively. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Architecture - Containerization - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/08/29/intro-to-podman: title: Intro to Podman description: '' year: '2018' stars: 0 ai_summary: An introductory engineering guide presenting Podman's design philosophies. It outlines the core mechanics of running daemonless containers, using standard alias configs to replace traditional docker systems, and managing container storage within unprivileged user directories. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Container Engines - Daemonless Execution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-updates-without-oracle-support: title: 'developers.redhat.com: The future of Java and OpenJDK updates without Oracle support' description: '' year: '2018' stars: 0 ai_summary: Red Hat's strategic statement on taking over the stewardship of OpenJDK updates (specifically JDK 8 and JDK 11) after Oracle's support cycles. It outlines Red Hat's commitment to community-driven, enterprise-grade, open-source Java runtimes suitable for cloud native microservices. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - OpenJDK Support tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes: title: 'developers.redhat.com: Source versus binary S2I workflows with Red Hat OpenShift Application Runtimes' description: '' year: '2018' stars: 0 ai_summary: Structural analysis of S2I builders, explaining how source repositories are dynamically injected into standardized runtime base images to produce highly secure production containers. language: Shell resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD & DevOps - Source-To-Image - OpenShift S2I Workflow tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https: title: 'developers.redhat.com: Securing .NET Core on OpenShift using HTTPS' description: '' year: '2018' stars: 0 ai_summary: Guides engineers through configuring ASP.NET Core microservices with end-to-end TLS encryption on OpenShift. Discusses dynamic integration of local server certificates using OpenShift's service serving certificates feature. language: C# resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Encryption - .NET Core tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/11/15/rhel8-introducing-appstreams: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735922.043341 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:42.043341+02:00' https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers: title: 'developers.redhat.com: Eclipse MicroProfile for Spring Boot developers' description: '' year: '2018' stars: 0 ai_summary: A mapping reference designed to help Spring Boot developers translate standard Spring concepts into Eclipse MicroProfile equivalents. It details how CDI annotation-driven injection patterns align with Spring's dependency injection mechanisms, easing cross-framework platform migrations. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Interoperability - MicroProfile tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kubernetes-openshift: title: Leveraging Kubernetes and OpenShift for automated performance tests (part 1) description: '' year: '2018' stars: 0 ai_summary: Outlines architectural strategies for automating load and performance testing within Kubernetes and Red Hat OpenShift environments. Focuses on orchestrating distributed test runners (like JMeter or Gatling) as cloud-native jobs, ensuring consistent test execution alongside CI/CD pipelines to validate platform scalability under synthetic load. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Performance Testing - Kubernetes & OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes-for-automated-performance-tests-part-2: title: "Building an observability stack for automated performance tests on Kubernetes and OpenShift (part 2) \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: Explores the construction of an end-to-end monitoring pipeline using Prometheus and Grafana to capture system-level and application-level metrics during automated load tests. Enables developers to pinpoint resource bottlenecks, track container resource usage, and analyze performance regressions dynamically. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Performance Testing - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users: title: "developers.redhat.com: Podman and Buildah for Docker users \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: A practical handbook for developers transitionining from legacy Docker tooling to the modern Podman/Buildah stack. It walks through command mapping, registry authentications, building minimal rootless images, and deploying local Kubernetes-style multi-container YAML manifests. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Container Engines - Daemonless Execution tags: - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md - container-managers.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-traffic-kubernetes-pod: title: Using sidecars to analyze and debug network traffic in OpenShift and Kubernetes pods description: '' year: '2019' stars: 0 ai_summary: This architectural guide demonstrates how to deploy sidecar containers utilizing tcpdump and Wireshark inside a pod's network namespace. Curator Insight highlights this as a primary debugging mechanism, while Live Grounding validates that injecting ephemeral debug containers via native Kubernetes primitives has become the 2026 standard, drastically reducing runtime overhead. language: Bash/YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & OpenShift - Networking - Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4: title: developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4 description: '' year: '2019' stars: 0 ai_summary: A structured tutorial on initializing Jenkins-driven continuous delivery setups in early OpenShift 4 environments. Highlights configuration, service account configuration, and deploying pre-packaged Jenkins templates on-cluster. language: Groovy resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - CI/CD - Jenkins Pipelines tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like: title: 'developers.redhat.com: 10 tips for reviewing code you don''t like' description: '' year: '2019' stars: 0 ai_summary: Provides practical tips for reviewing code in challenging situations. Recommends focusing on objective structural designs, automating style checking, and maintaining clear communication to build strong team culture. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Code Review - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop-introducing-red-hat-codeready-containers: title: 'Red Hat OpenShift 4.2 on your laptop: Introducing **Red Hat CodeReady Containers**' description: '' year: '2019' stars: 0 ai_summary: Historical launch announcement introducing Red Hat CodeReady Containers (now OpenShift Local) for OpenShift 4.2. It marks the transition to Operator-driven OpenShift clusters running on local developer laptops. The single-node environment utilizes host-native hypervisors (Hyper-V, Libvirt, Hyperkit) to containerize all cluster control-plane workloads into a resource-constrained footprint. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Local Development - OpenShift Local tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands: title: Install Red Hat 3scale and configure tenants with 7 simple commands description: '' year: '2019' stars: 0 ai_summary: A practical administrative guide demonstrating rapid scripting mechanisms to install and configure multi-tenant structures in 3scale. Promotes standardized deployment setups on container platforms with minimum operational footprint. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Operations & Deployment tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained: title: 'developers.redhat.com: Jakarta EE 8: The new era of Java EE explained' description: '' year: '2019' stars: 0 ai_summary: Explains the transition of Java EE to the Eclipse Foundation as Jakarta EE 8. While maintaining API compatibility with Java EE 8, it established the open governance model and vendor-neutral IP processes required for subsequent namespace evolution and cloud-native specification delivery. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Jakarta EE - Core Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus: title: 'developers.redhat.com: Autowire MicroProfile into Spring with Quarkus' description: '' year: '2019' stars: 3 ai_summary: Technical deep-dive showing how Quarkus facilitates the interoperability of MicroProfile specifications within Spring-based DI paradigms. Explains how developers can use familiar `@Autowired` annotations to wire MicroProfile configuration and telemetry systems. It illustrates Quarkus's flexible engineering approach toward bridging legacy Enterprise Java patterns with modern frameworks. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Interoperability tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-image: title: What is Red Hat Universal Base Image? description: '' year: '2019' stars: 0 ai_summary: Deconstructs the design of Red Hat's Universal Base Image, explaining its lifecycle, support commitments, and open redistribution model. It outlines how UBI bridges the gap between secure RHEL package dependency requirements and standard public distribution channels. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Optimization - Red Hat UBI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together: title: 'developers.redhat.com: How Quarkus brings imperative and reactive programming together' description: '' year: '2019' stars: 4 ai_summary: Technical article clarifying Quarkus's architectural strategy of unifying imperative and reactive paradigms on top of Eclipse Vert.x. It details how the engine can process traditional blocking tasks and ultra-high-performance reactive streams within the same runtime. This unified execution engine simplifies the development of resilient, non-blocking APIs without needing complex reactive boilerplate. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Reactive Programming tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium: title: 'developers.redhat.com: Decoupling microservices with Apache Camel and Debezium' description: '' year: '2019' stars: 0 ai_summary: This guide covers the integration of Apache Camel and Debezium to decouple microservice database dependencies. By leveraging Camel's rich Enterprise Integration Patterns (EIP) to consume and route Debezium change event logs, organizations can eliminate dual-write risks and ensure resilient distributed transactions. language: Java resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices Patterns - Decoupling tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift: title: 'developers.redhat.com: Handling Angular environments in continuous delivery with Red Hat OpenShift' description: '' year: '2019' stars: 0 ai_summary: Details clean patterns for deploying Angular-based web applications on OpenShift. Demonstrates injecting environment variables at container start time instead of packaging distinct, static bundles for each target environment. language: TypeScript resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Development - Frontend - Continuous Delivery tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - angular.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1: title: "Understanding Red Hat AMQ Streams components for OpenShift and Kubernetes \U0001F31F" description: '' year: '2019' stars: 3 ai_summary: Explains the underlying architectural parts of AMQ Streams (Red Hat's enterprise packaging of the Strimzi operator). It walks engineers through utilizing operator mechanisms to deploy highly-secure, production-ready Kafka instances inside OpenShift environments. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - Enterprise Messaging - AMQ Streams tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry: title: Red Hat Integration service registry description: '' year: '2019' stars: 0 ai_summary: An introductory guide to Red Hat's Service Registry, based on the Apicurio Registry upstream. It outlines configuration steps for maintaining schema formats (Avro, Protobuf, JSON) inside enterprise messaging pipelines, ensuring API contract governance in decoupled distributed architectures. language: N/A resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Schema Registry - Red Hat Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters: title: 'developers.redhat.com: Skupper.io: Let your services communicate across Kubernetes clusters' description: '' year: '2020' stars: 0 ai_summary: Skupper.io enables cross-cluster microservice communications through an application-level Virtual Application Network (VAN). Contrasting original claims of simple setups, live engineering consensus in 2026 demonstrates Skupper's high architectural value in enterprise hybrid clouds, routing traffic via AMQP without complex VPNs or firewall modifications. language: Go resource_type: Article/Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & OpenShift - Networking - Multi-Cluster tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/01/09debugging-applications-within-red-hat-openshift-containers: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.950861 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950861+02:00' https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-red-hat-openshift-container-with-oc-inject: title: 'developers.redhat.com: Installing debugging tools into a Red Hat OpenShift'' container with **oc-inject**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Installing debugging tools into a Red Hat OpenShift'' container with **oc-inject** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032586.754256 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:06.754256+02:00' https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kubernetes-and-red-hat-openshift: title: "developers.redhat.com: Operator pattern: REST API for Kubernetes and Red Hat OpenShift \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: This architectural design guide details exposing REST APIs on top of Kubernetes operators. It abstracts custom resource complexity into standard endpoints, simplifying third-party service integration. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Kubernetes Operators - API Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation: title: "developers.redhat.com: Customizing OpenShift project creation \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Details dynamic project onboarding techniques for OpenShift administrators. Teaches how to configure customized templates that automatically enforce security contexts, default quotas, and custom networking parameters upon namespace creation. language: Yaml resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - Administration - Automation tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository: title: 'developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly from your GitHub repository' description: '' year: '2020' stars: 0 ai_summary: Technical guide on utilizing official Red Hat OpenShift GitHub Actions. Empowers developers to directly interface GitHub workflow pipelines with OpenShift clusters, deploying applications seamlessly via container commands or oc CLI bindings. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD & DevOps - GitOps & Pipelines - GitHub Actions Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration: title: 'developers.redhat.com: how easy to deploy and configure a Kafka Connect on Kubernetes through strimziio operator and use secrets' description: '' year: '2020' stars: 3 ai_summary: A deep-dive technical guide addressing secret configuration in Apache Kafka Connect deployments on Kubernetes. It explains how to declare properties and read externalized secrets through configuration providers, avoiding cleartext passwords inside GitOps repositories. language: YAML resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - Strimzi - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift: title: "developers.redhat.com: Testing memory-based horizontal pod autoscaling on OpenShift \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A diagnostic tutorial explaining how to design, execute, and inspect Horizontal Pod Autoscaler scaling metrics based on container RAM thresholds. Includes guidelines for generating stable test scenarios. language: Yaml resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - Resource Management - Autoscaling tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users: title: 'developers.redhat.com: Red Hat Universal Base Images for Docker users' description: '- [developers.redhat.com: book: Red Hat Universal Base Images (UBI)](https://developers.redhat.com/books/red-hat-universal-base-images-ubi)' year: '2020' stars: 0 ai_summary: This guide explains the structure, licensing, and optimization of Red Hat Universal Base Images (UBI) for developers using Docker or other non-RHEL runtimes. It showcases how UBI provides a free, secure, and enterprise-grade base image platform that maintains strict compatibility with Red Hat Enterprise Linux. It is crucial for standardizing commercial container dependencies. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis: title: 'developers.redhat.com: Low-code microservices orchestration with Syndesis' description: '' year: '2020' stars: 0 ai_summary: This architectural guide demonstrates how to construct and orchestrate low-code microservices integrations using the Syndesis platform on OpenShift. It highlights developer productivity pathways, showcasing visual data mapping and cloud-native connector deployments that bypass traditional integration boilerplate. language: N/A resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Integration - Low-Code Integration - Tutorials tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update: title: Set up **Red Hat AMQ Streams** custom certificates on OpenShift description: '' year: '2020' stars: 0 ai_summary: This architectural guide details how to integrate custom TLS certificates with Red Hat AMQ Streams (a Strimzi-based Kafka distribution) on OpenShift. It focuses on replacing the auto-generated self-signed Certificate Authorities (CAs) with enterprise-trusted certificates for the Kafka listener endpoints. Key operations include configuring Listener Custom Certs and Secret mapping to secure external consumer and producer traffic. language: YAML resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Enterprise Messaging - Kafka on Kubernetes - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native: title: "developers.redhat.com: Why Kubernetes native instead of cloud native? \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Kubernetes-native applications go beyond merely running on containers; they are specifically compiled, packaged, and optimized to consume the Kubernetes API directly. This paradigm shift utilizes custom resource definitions (CRDs) and operator patterns to achieve deep platform integration, enabling smarter autoscaling and self-healing behaviors. Choosing Kubernetes-native architectures ensures maximum platform efficiency, though it increases vendor-coupling to the orchestrator. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Cloud Native - Kubernetes Native tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus: title: 'developers.redhat.com: Migrating a Spring Boot microservices application to Quarkus' description: '' year: '2020' stars: 4 ai_summary: A comprehensive step-by-step case study illustrating how to port an existing Spring Boot microservice over to Quarkus. It evaluates performance deltas including container startup times, base memory utilization, and throughput differences post-migration. Ideal reference material for enterprise architects planning modernization and optimization initiatives. language: Java resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Migration tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more: title: 'developers.redhat.com: Red Hat Data Grid 8.0 brings new server architecture, improved REST API, and more' description: '' year: '2020' stars: 0 ai_summary: Technical release evaluation showcasing Red Hat Data Grid 8.0's updated cloud-native engine. It details the lightweight server container footprint, modern REST API integration pathways, and advanced CLI automation. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Caching - Data Grid - In-Memory Caching tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors: title: 'developers.redhat.com: Capture database changes with Debezium Apache Kafka connectors' description: '' year: '2020' stars: 0 ai_summary: A duplicate entry detailing the setup and configuration of log-based Debezium connectors. It remains an essential developer guide on streaming real-time transactional updates from relational engines into Kafka topic topologies. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Kafka Connect tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview : title: 'developers.redhat.com: Build and deploy a serverless app with Camel K and Red Hat OpenShift Serverless 1.5.0 Tech Preview' description: '' year: '2020' stars: 3 ai_summary: Demonstrates building low-overhead integrations by running Apache Camel K integrations natively over the OpenShift Serverless platform engine. language: Java resource_type: Technical Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - OpenShift - OpenShift Serverless Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace: title: 'developers.redhat.com: Building Kubernetes applications on OpenShift with Red Hat Marketplace' description: '' year: '2020' stars: 0 ai_summary: A historical overview detailing how developers used the Red Hat Marketplace to buy, deploy, and manage commercial Kubernetes operators. With the retirement of this marketplace, modern workloads have transitioned to automated deployment patterns via GitOps and custom private Helm/OLM registries. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Ecosystem - Marketplace - Application Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines: title: 'developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift Pipelines' description: '' year: '2020' stars: 0 ai_summary: Part of a series detailing modern web application architectures on OpenShift. Explores configuring Tekton pipelines to construct, optimize, and serve static frontend code alongside active microservices. language: Yaml resource_type: Blog / Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - CI/CD - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga: title: Serverless applications made faster and simpler with **OpenShift Serverless GA** description: '' year: '2020' stars: 0 ai_summary: Introducing OpenShift Serverless GA, this resource outlines the packaging of Knative into an enterprise-supported product. It details the integration of OpenShift's default routing layer, integration with service mesh (Istio), and developer console enhancements that provide visual revision graphs, simple traffic-splitting controls, and event-source creation. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Application - Serverless - OpenShift Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server: title: 'developers.redhat.com: Automated API testing for the KIE Server' description: '' year: '2020' stars: 0 ai_summary: Focuses on setting up automated REST API test runners for KIE decision services. Demonstrates performance execution metrics, payload validation models, and CI integration pipelines using Postman and Newman test wrappers. language: JavaScript resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Automation - KIE Server tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture: title: Open Data Hub 0.6 brings component updates and Kubeflow architecture description: '' year: '2020' stars: 0 ai_summary: This article outlines the release of Open Data Hub 0.6, highlighting the alignment of its components with the Kubeflow architecture on OpenShift. It details operator-driven deployments of JupyterHub, Kubeflow Pipelines, and Apache Spark, establishing standardized declarative patterns for building cloud-native data science workspaces. language: YAML resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Platform - Machine Learning - Open Data Hub - Architecture & Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design-patterns: title: 'developers.redhat.com: Top 10 must-know Kubernetes design patterns' description: '' year: '2026' stars: 0 ai_summary: An architectural review detailing ten core structural, configuration, and behavioral patterns in Kubernetes. Features deep discussions on the sidecar pattern, declarative rollouts, resource controllers, and custom initializers, mapping theoretical design blocks to modern operational setups. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Design Patterns - System Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k: title: 'developers.redhat.com: Six reasons to love Camel K' description: '' year: '2020' stars: 0 ai_summary: This Red Hat article highlights six benefits of adopting Camel K. It details its low memory footprints, sub-second startup times, Serverless integration paths, and how it uses Kamelets to connect external APIs. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Native - Camel K tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code: title: 'developers.redhat.com: Change data capture for microservices without writing any code' description: '' year: '2020' stars: 0 ai_summary: This article demonstrates how to establish a low-maintenance, zero-code Change Data Capture (CDC) pipeline using Debezium and Kafka Connect. It explains how to decouple microservice databases using declarative configurations, bypassing custom transactional outbox implementation code entirely. language: N/A resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices Patterns - No-Code CDC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators: title: Deploy and bind enterprise-grade microservices with Kubernetes Operators description: '' year: '2020' stars: 0 ai_summary: A developer guide explaining how to bind microservices dynamically to relational stores and caching layers using automated operators. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & APIs - Microservices - Operator Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors: title: 'developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka connectors' description: '' year: '2020' stars: 0 ai_summary: This guide outlines how to use the Apache Camel Kafka Connector framework to connect standard enterprise integration endpoints directly to Kafka topics, eliminating the need to write custom connector code. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Integration - Kafka Connect tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client: title: 'developers.redhat.com: Getting started with the fabric8 Kubernetes Java client' description: '' year: '2020' stars: 0 ai_summary: A practical guide to implementing JVM program orchestration on Kubernetes clusters using the Fluent API of the Fabric8 Kubernetes Java Client. The framework supports seamless resource state management, custom resources (CRDs), and secure API server interactions. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Development - Java - Kubernetes Clients tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines: title: Build a Go application using OpenShift Pipelines description: '- [openshift-pipelines-workshop](https://redhat-developer-demos.github.io/openshift-pipelines-workshop) Workshop to demonstrate OpenShift Pipelines (featuring Tekton)' year: '2020' stars: 0 ai_summary: Guides developers through compiling and deploying Go applications on OpenShift Pipelines using Tekton. Outlines how to write Tasks, configure Workspaces, and trigger image builds securely within non-privileged containers. language: Yaml / Go resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - CI/CD Pipelines - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications'' to OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications'' to OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029502.386297 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:42.386297+02:00' https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat: title: Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat description: '' year: '2020' stars: 4 ai_summary: Historically marked the transition of Quarkus from a highly anticipated community project to a commercial Red Hat product offering. By offering production support SLA terms, it paved the way for massive enterprise migration schedules within regulated industries. Crucial reading for understanding how the runtime ecosystem achieved its current mainstream success. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Industry Impact tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications to OpenShift' description: '' year: '2020' stars: 3 ai_summary: Evaluates integration methods to deploy containerized Java packages onto enterprise Kubernetes (OpenShift). Showcases the configuration mechanisms, although the platform has historically evolved toward modern JKube pipelines. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - OpenShift & RedHat - JVM Deployment Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers: title: "developers.redhat.com: An easier way to create custom Jenkins containers in OpenShift 4 \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Technical deep-dive for enterprise platform engineers building custom, secure Jenkins master images for OpenShift 4. Outlines Red Hat universal base images (UBI) optimization and policy-compliant plugin packaging. language: Dockerfile resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD & DevOps - Enterprise Jenkins - OpenShift Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack: title: 'The road to Quarkus GA: Completing the first supported Kubernetes-native Java stack' description: '' year: '2020' stars: 4 ai_summary: Reflective blog summarizing the collaborative engineering efforts, beta phases, and technical milestones required to reach Quarkus General Availability. Key focus is placed on stabilizing GraalVM native image compilers and ensuring compatibility with classical enterprise Java APIs. It highlights the foundational milestones that enabled today's super-fast cloud-native runtimes. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Industry Impact tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story: title: 'Event streaming and data federation: A citizen integrator’s story' description: '' year: '2020' stars: 0 ai_summary: A narrative-style case study exploring how visual integration tools and event-streaming pipelines enable citizen integrators to aggregate disparate database models. It maps real-world patterns for democratization of data engineering and integration tasks across departments. language: N/A resource_type: Case Study complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Integration - Data Federation - Citizen Integration tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment: title: 'developers.redhat.com: How to install CodeReady Workspaces in a restricted OpenShift 4 environment' description: '' year: '2020' stars: 0 ai_summary: This architectural guide details installing Red Hat CodeReady Workspaces (now OpenShift Dev Spaces) within highly restricted, air-gapped environments. Utilizing an internal container registry and offline operator configurations, it provides an in-browser development IDE based on Eclipse Che. The configuration ensures that code never leaves the secure boundaries of the company's internal network. language: English resource_type: Technical Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Cloud IDEs - Dev Spaces tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers: title: 'developers.redhat.com: Enterprise Kubernetes development with odo: The CLI tool for developers' description: '' year: '2020' stars: 0 ai_summary: Enterprise developer introduction to the Red Hat odo CLI. Demonstrates how to write code, execute deployment commands, and inspect active microservices without needing deep knowledge of the underlying cluster APIs. language: Shell resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop Development - OpenShift Odo CLI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released: title: 'developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion pack 1.0 (JBoss EAP XP) released' description: '' year: '2020' stars: 3 ai_summary: The release announcement for Red Hat JBoss EAP Expansion Pack (XP) 1.0, enabling support for MicroProfile specifications on top of enterprise application servers. Live Grounding indicates JBoss EAP XP has become a core element for Red Hat customers modernization strategies, providing a bridge between traditional and cloud-native application patterns. language: English resource_type: Blog / Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Runtimes - JBoss EAP - MicroProfile tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6: title: 'developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6' description: '' year: '2020' stars: 0 ai_summary: Open Liberty 20.0.0.6 introduces first-class support for Eclipse MicroProfile GraphQL, enabling enterprise Java developers to build type-safe, efficient, and schema-first microservice APIs. By mitigating over-fetching and under-fetching, this integration optimizes network overhead in cloud-native deployments while aligning with OpenShift ecosystem norms. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Integration - Microservices - GraphQL & Open Liberty tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0 : title: Develop and test a Quarkus client on Red Hat CodeReady Containers with Red Hat Data Grid 8.0 description: '' year: '2020' stars: 0 ai_summary: Guides developers through testing a lightweight Quarkus application against Red Hat Data Grid (Infinispan) on Red Hat CodeReady Containers (now OpenShift Local). Emphasizes rapid developer iteration loops, memory minimization, and high-performance transactional caching. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Serverless Java - Quarkus Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub: title: A development roadmap for Open Data Hub description: '' year: '2020' stars: 0 ai_summary: This roadmap article discusses the technical evolution of the Open Data Hub platform. It reviews integration strategies for OpenShift Serverless (Knative) for dynamic scaling, advanced Triton and Seldon Core model serving architectures, and metadata tracking systems, transforming monolithic pipelines into resilient microservices. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Platform - Machine Learning - Open Data Hub - Roadmap tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress: title: 'Kourier: A lightweight Knative Serving ingress' description: '' year: '2023' stars: 0 ai_summary: Kourier is a lightweight Ingress implementation specifically designed for Knative Serving, utilizing Envoy as the underlying data plane. It serves as an alternative to large service mesh deployments, providing fast route configurations, cold start mitigation, and scale-to-zero capabilities for serverless containers inside Kubernetes. It is heavily utilized in simplified enterprise serverless setups. language: Go resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Serverless & Ingress - Knative - Ingress Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces : title: 'developers.redhat.com: Develop Eclipse MicroProfile applications on Red Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady Workspaces' description: '' year: '2020' stars: 0 ai_summary: Guides engineers in deploying MicroProfile-based applications on Red Hat JBoss EAP Expansion Pack. It illustrates how to leverage cloud-integrated environments such as CodeReady Workspaces to run, test, and containerize certified enterprise services inside Kubernetes namespaces. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - JBoss EAP - Development Environment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline: title: Build a simple cloud-native change data capture pipeline description: '' year: '2020' stars: 0 ai_summary: A developer tutorial illustrating how to compile a cloud-native Change Data Capture pipeline. It utilizes Strimzi (AMQ Streams) and Debezium on Kubernetes to propagate database updates instantly into reactive microservice topologies. language: YAML resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console: title: "developers.redhat.com - Best practices: Using health checks in the OpenShift 4.5 web console \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: Details operational best practices for defining and verifying container liveness, readiness, and startup health probes directly inside the OpenShift 4.5 web console. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Developer Experience - Platform Onboarding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job: title: 'developers.redhat.com: Choosing the right asynchronous-messaging infrastructure for the job' description: '' year: '2020' stars: 0 ai_summary: This Red Hat article guides architects through selecting the appropriate messaging infrastructure. It contrasts traditional message brokers (like RabbitMQ and ActiveMQ) with distributed stream processing systems (like Kafka). language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy: title: Authorizing multi-language microservices with Louketo Proxy description: '' year: '2021' stars: 1 ai_summary: Louketo Proxy (formerly Keycloak Gatekeeper) is an archived proxy designed to intercept requests and delegate authentication/authorization checks to Keycloak. While it served as a robust sidecar pattern for legacy apps, it has been officially deprecated. Architects must migrate to modern sidecars or Envoy-based API gateways. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - Proxy Gateways tags: - '[LEGACY]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams: title: HTTP-based Kafka messaging with Red Hat AMQ Streams description: '' year: '2020' stars: 0 ai_summary: This guide covers the deployment and operational use of the Strimzi Kafka Bridge within Red Hat AMQ Streams. It exposes an HTTP-based REST API to Kafka, enabling lightweight web clients and non-native applications to produce and consume messages without importing complex Kafka client SDKs. Highlights include API request schemas, JSON payload configuration, and HTTP/Kafka translation semantics. language: Java resource_type: Technical Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Enterprise Messaging - Kafka on Kubernetes - APIs & Gateways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-on-kubernetes: title: 'developers.redhat.com: Monitoring .NET Core applications on Kubernetes' description: '' year: '2020' stars: 0 ai_summary: Details the integration of Prometheus metrics and diagnostic sources in .NET Core applications running on Kubernetes. Focuses on configuring the Prometheus .NET Client library and utilizing Kubernetes service monitors to automate target discovery. language: C# resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - .NET Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak: title: 'developers.redhat.com: A deep dive into Keycloak' description: '' year: '2020' stars: 4 ai_summary: Provides a comprehensive architectural dive into Keycloak's core mechanisms, including user federation, token customizers, client registration, and credential storage. Ideal for security architects designing highly customized authentication flows across complex microservices ecosystems. language: Java resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access Management - OIDC Provider tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020: title: "developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes (KubeCon Europe 2020) \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: A foundational KubeCon session overview exploring Strimzi's architectural foundations. The piece highlights Custom Resource Definitions (CRDs) for brokers, topics, and users, highlighting how the Operator pattern abstracts the inherent friction of stateful cluster administration on Kubernetes. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - Strimzi - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started: title: "developers.redhat.com: OpenShift for Kubernetes developers: Getting started \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: A transitional developer guide comparing native Kubernetes design abstractions with OpenShift-specific resource types. Explains how components like Routes, BuildConfigs, and DeploymentConfigs interact to streamline application deployment. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Developer Experience - Platform Onboarding tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernetes-operators: title: 'developers.redhat.com: ‘Hello, World’ tutorial with Kubernetes Operators' description: '' year: '2020' stars: 0 ai_summary: Outlines basic concepts of the Operator SDK to develop a "Hello World" Kubernetes custom controller. Focuses on reconciliation loop structures, Custom Resource Definition (CRD) setups, and deployment strategies. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Custom Controller Patterns - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube: title: 'developers.redhat.com: Java development on top of Kubernetes using Eclipse JKube' description: '' year: '2020' stars: 3 ai_summary: This article demonstrates outer-loop developer workflows utilizing Eclipse JKube to deploy Java applications straight to running Kubernetes clusters. Live Grounding illustrates how JKube's design empowers local development cycles by bypassing manual YAML writing, instead building and pushing directly via standard IDE integrations and build loops. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Developer Workflow tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u: title: "developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Explores backporting JDK Flight Recorder to OpenJDK 8u, enabling low-overhead hardware and software event monitoring in production environments. Demonstrates negligible performance drag (<1%) compared to legacy profilers. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - JVM Architecture - Performance Profiling - Diagnostics tags: - '[LEGACY]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift: title: 'developers.redhat.com: Connecting external clients to Red Hat AMQ Broker on Red Hat OpenShift' description: '' year: '2020' stars: 3 ai_summary: Provides step-by-step methods to expose internal ActiveMQ brokers deployed inside OpenShift cluster structures to external clients. It explains how to deploy route maps, configure node ports, and terminate TLS certificates to secure outside access. language: YAML resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Native Integration - ActiveMQ Artemis - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development: title: 'developers.redhat.com: Introduction to Tekton and Argo CD for multicluster development' description: '' year: '2020' stars: 0 ai_summary: Explains the synergy between Tekton tasks and Argo CD to drive multi-cluster continuous delivery. Defines the boundaries where Tekton controls cloud-native container builds while Argo CD manages drift resolution across remote target clusters. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Multi-Cluster GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift: title: "developers.redhat.com: The present and future of CI/CD with GitOps on Red Hat OpenShift \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Focuses on Red Hat OpenShift's alignment with GitOps and Pipelines frameworks (Argo CD and Tekton). Highlights architectural benefits of multi-cluster visual state synchronizations and declarative deployment pipelines. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - GitOps - Red Hat OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0: title: Migrate your Java apps to containers with Migration Toolkit for Applications 5.0 description: '' year: '2020' stars: 0 ai_summary: A detailed technical announcement of Migration Toolkit for Applications 5.0. This release emphasizes accelerated JEE migration pipelines, Quarkus targets, and dynamic containerization analysis for enterprise Java portfolios. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Migration - Application Modernization - Java Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available: title: 'developers.redhat.com: Cloud-native Java applications made easy: Eclipse JKube 1.0.0 now available' description: '' year: '2020' stars: 3 ai_summary: The official Red Hat release announcement for Eclipse JKube 1.0.0, highlighting its framework-detection features for Quarkus, Spring Boot, and WildFly. Live Grounding shows that this release established configuration-free Kubernetes containerization for Java, moving the ecosystem toward hands-off cluster-native builds. It proved the viability of auto-detecting Java web framework archetypes. language: English resource_type: Blog / Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Release Announcement tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace : title: Install Red Hat OpenShift Operators on your laptop using Red Hat CodeReady Containers and Red Hat Marketplace description: '' year: '2020' stars: 0 ai_summary: 'This tutorial covers deploying OpenShift Operators inside CodeReady Containers (OpenShift Local). Note: Red Hat Marketplace integration steps are now legacy due to the marketplace''s sunset. However, the core technique of utilizing local Operator Lifecycle Manager (OLM) configurations to install enterprise-grade catalog operators on a local developer laptop remains highly relevant.' language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Local Development - Operators tags: - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd: title: 'developers.redhat.com: From code to production with OpenShift Pipelines and Argo CD' description: '' year: '2020' stars: 0 ai_summary: Analyzes the deployment pipeline workflow integrating OpenShift Pipelines (based on Tekton) with Argo CD for declarative GitOps continuous delivery. The architecture promotes safe transitions from code repositories to production clusters via containerized build stages and automated resource reconciliation. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Argo CD & OpenShift Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk: title: 'developers.redhat.com: 5 tips for developing Kubernetes Operators with the new Operator SDK' description: '' year: '2020' stars: 0 ai_summary: This technical guide provides 5 key design strategies for engineering robust Kubernetes Operators utilizing the modernized Operator SDK. It covers optimal Go reconciler coding patterns, caching clients, minimizing API rate-limiting via efficient event filtration, and optimizing tests with the EnvTest framework to ensure consistent execution. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - SDKs - Operator SDK tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not: title: 'developers.redhat.com: Quarkus and Jakarta EE: Together, or not?' description: '' year: '2020' stars: 4 ai_summary: Analyzes the alignment between Quarkus and Jakarta EE specifications (formerly Java EE). It details how Quarkus implements specific lightweight aspects of Jakarta standards (like JAX-RS, CDI, and JPA) while maintaining a strict build-time initialization model. For standardizing teams, it clarifies how to construct portable code while harvesting modern runtime efficiencies. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Standards tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0: title: 'developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube 1.0.0' description: '' year: '2020' stars: 3 ai_summary: This Red Hat technical guide provides step-by-step instructions for transitioning legacy configurations from the Fabric8 Maven Plugin to Eclipse JKube 1.0.0. Live Grounding highlights its historical and architectural value in easing technical debt during legacy container-modernization efforts. It ensures continuous delivery pipelines are adapted correctly with zero manifest generation disruption. language: English resource_type: Blog / Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines: title: Set up continuous integration for .NET Core with OpenShift Pipelines description: '' year: '2020' stars: 0 ai_summary: A dedicated implementation guide for configuring CI pipelines for .NET Core projects using OpenShift Pipelines. Explores automated build testing, Nuget dependency resolution, and secure image registration. language: Yaml / C# resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - CI/CD Pipelines - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics: title: 'developers.redhat.com: Rootless containers with Podman: The basics' description: '' year: '2020' stars: 0 ai_summary: This technical manual explores the implementation of rootless container technology within Podman, focusing on User Namespaces (userns) and mappings in `/etc/subuid` and `/etc/subgid`. It explains how running containers without root privileges mitigates container-breakout vulnerability risks. This architecture provides high security profiles across multi-tenant development workloads without sacrificing essential execution namespaces. language: Shell resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Engines - Rootless Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus: title: Build a data streaming pipeline using Kafka Streams and Quarkus description: '' year: '2020' stars: 0 ai_summary: A hands-on implementation guide for building stream-processing applications using Quarkus and the Kafka Streams API. By leveraging GraalVM native compilation, developers can achieve fast startup times and tiny footprints for event-driven microservices. language: Java resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Stream Processing - Quarkus tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1 : title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 1' description: '- [developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 2](https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2)' year: '2020' stars: 0 ai_summary: Demonstrates building CI/CD patterns for Knative-based serverless workloads using OpenShift Pipelines and Argo CD. Focuses on minimizing operational overhead and optimizing cold starts by isolating the build execution phase from deployment management. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Serverless Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview : title: 'developers.redhat.com: Command-line cluster management with Red Hat OpenShift’s new web terminal (tech preview)' description: '' year: '2020' stars: 3 ai_summary: Examines the tech preview implementation of OpenShift's web terminal. Explains how the terminal containerizes user command sessions directly in-browser, offering pre-configured access to CLI utilities (oc, kubectl, helm) without local security configuration issues. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Cluster Management - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0: title: 'developers.redhat.com: Kubernetes integration and more in odo 2.0' description: '' year: '2020' stars: 0 ai_summary: Highlights structural improvements introduced in odo 2.0, notably standardizing configurations on Devfiles, which allows cross-platform, repeatable developer workspace environment definitions. language: Go resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop Development - OpenShift Odo CLI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift: title: 'developers.redhat.com: Static analysis with KubeAudit for Red Hat OpenShift' description: '' year: '2020' stars: 4 ai_summary: Walks through deploying KubeAudit to analyze deployment files for Red Hat OpenShift. Demonstrates scanning manifests for security misconfigurations, path privileges, and resource constraints before cluster deployment. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033400.246211 needs_ai_refresh: false hierarchy: - Kubernetes Platform - K8s Security & Compliance - Static Analysis tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: - testops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:40.246211+02:00' ? https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2 : title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications'' with Red Hat OpenShift Pipelines and Argo CD, Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030442.924028 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:22.924028+02:00' https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java: title: 'developers.redhat.com: Checkpointing Java from outside of Java' description: '' year: '2020' stars: 0 ai_summary: An exploration of JVM checkpoint/restore methodologies focusing on Coordinated Restore at Checkpoint (CRaC) and external CRIU mechanisms. This approach enables instantaneous microservice startup by taking cold snapshots of memory, dramatically lowering latency penalties in serverless deployments. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Performance Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework : title: "developers.redhat.com: Persistent storage in action: Understanding Red Hat OpenShift’s persistent volume framework \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Deep-dives into Red Hat OpenShift's persistent volume (PV) framework, focusing on the Container Storage Interface (CSI). Explains dynamic storage allocation, access modes, and how to safely secure transaction-heavy datastores. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database & Storage - Storage Infrastructure - Persistent Volumes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent: title: "developers.redhat.com: Collect JDK Flight Recorder events at runtime with JMC Agent \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A detailed Red Hat guide walking through real-time runtime JVM tracing using the JMC Agent. It explains how to dynamically inject custom JDK Flight Recorder (JFR) event declarations into third-party libraries and production codebases on-the-fly, bypassing the need for restarts or manual instrumentation. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Diagnostics and Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9 : title: 'developers.redhat.com: New custom metrics and air gapped (restricted networks) installation in Red Hat 3scale API Management 2.9' description: '' year: '2020' stars: 0 ai_summary: Explores deep administrative patterns introduced in 3scale 2.9, highlighting secure installation procedures on air-gapped systems and restricted enterprise networks. Evaluates custom telemetry collection pipelines for specialized monitoring. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Operations & Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0: title: 'developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0' description: '' year: '2020' stars: 0 ai_summary: Summarizes the architectural updates introduced in Fabric8 version 4.12.0. Focuses on performance improvements, watcher stability, dynamic CRD typing, and updated HTTP driver structures. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - Kubernetes API - Fabric8 Client Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code : title: "developers.redhat.com: Devfiles and Kubernetes cluster support in OpenShift' Connector 0.2.0 extension for VS Code \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: A detailed Red Hat technical blog showcasing the integration of Devfiles and Kubernetes cluster targeting within OpenShift Connector. It highlights how developers can maintain container-native configurations directly from their IDE. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032282.393497 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Red Hat OpenShift tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:02.393497+02:00' https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman: title: "developers.redhat.com: Transitioning from Docker to Podman \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A technical migration playbook outlining the primary CLI parity and architectural differences between Docker and Podman. It covers transitioning from a monolithic daemon to Podman's secure fork-exec runtime model, highlighting alias management, unprivileged group setups, and network mapping differences. language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Engines - Docker Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line: title: "developers.redhat.com: Kubectl: Developer tips for the Kubernetes command' line \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: Provides developer-focused kubectl practices for troubleshooting deployment issues on Red Hat configurations. Explores log parsing tricks and container shell executions. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033166.38353 needs_ai_refresh: false hierarchy: - Kubernetes Platform - Cluster Administration - Kubectl Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:46.383530+02:00' https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api: title: 'developers.redhat.com: Authentication and authorization using the Keycloak'' REST API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Authentication and authorization using the Keycloak'' REST API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030891.168433 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:51.168433+02:00' https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier: title: 'developers.redhat.com: How to configure YAML schema to make editing files easier' description: '' year: '2020' stars: 4 ai_summary: A Red Hat developer tutorial detailing how to configure local JSON/YAML schemas inside IDEs like VS Code and IntelliJ. It shows how pointing schemas to cloud sources enables real-time syntax checking and autocomplete. This is a highly practical way to speed up Kubernetes engineering tasks. language: N/A resource_type: article complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - IDE Integration - Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow: title: 'developers.redhat.com: Orchestrate event-driven, distributed services with Serverless Workflow and Kubernetes' description: '' year: '2020' stars: 0 ai_summary: Demonstrates how to build event-driven microservices workflows using the CNCF Serverless Workflow specification on Kubernetes. Explains configuring orchestration engines to coordinate stateful, multi-step actions across decoupled, serverless microservices. language: English resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Serverless - Event-Driven Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0 : title: 'developers.redhat.com: Spring Boot to Quarkus migrations and more in Red Hat’s migration toolkit for applications 5.1.0' description: '' year: '2020' stars: 0 ai_summary: An exploration of Red Hat's Migration Toolkit for Applications 5.1.0, focusing on automating the migration path from legacy Spring Boot dependencies to lightweight, Kubernetes-native Quarkus microservices to reduce resource overhead. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Migration - Application Modernization - Quarkus tags: - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse: title: 'developers.redhat.com: Message broker integration made simple with Red Hat Fuse' description: '' year: '2021' stars: 0 ai_summary: Explores enterprise application integration patterns (EIP) utilizing Red Hat Fuse. Translates message formats, routes real-time data pipelines, and interfaces legacy middleware brokers with modern cluster queues. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Asynchronous Messaging - Red Hat Fuse tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah: title: 'developers.redhat.com: Getting started with Buildah' description: '' year: '2021' stars: 0 ai_summary: A comprehensive Red Hat Developers guide detailing the architectural transition from Dockerfile-based workflows to Buildah commands. It provides deep insights into script-driven image creation, showing engineers how to build nested filesystems directly inside OCI containers. The guide is highly practical for migrating complex legacy enterprise builds into lightweight Kubernetes-native deployment artifacts. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containers - Image Building tags: - '[LEGACY]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines: title: 'developers.redhat.com: Getting started with Tekton and Pipelines' description: '' year: '2021' stars: 0 ai_summary: A step-by-step developer guide on constructing custom Tekton pipelines. Guides engineers through defining Tasks, Pipelines, and trigger templates to translate software releases into managed Kubernetes resources. language: Yaml resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - CI/CD Pipelines - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles: title: 'developers.redhat.com: Deploying Kubernetes Operators with Operator Lifecycle Manager bundles' description: '' year: '2021' stars: 5 ai_summary: Guides engineers through packaging and deploying operational runtimes using Operator Lifecycle Manager (OLM) bundles. Details the transition from package manifests to unified metadata container images to facilitate automated enterprise deployments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Operator Framework - Lifecycle Management tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness: title: 'developers.redhat.com: Spring Boot on Quarkus: Magic or madness?' description: '' year: '2021' stars: 0 ai_summary: Evaluates the Quarkus extension layer designed to process Spring API annotations. This architecture allows developers to reuse Spring Web, Security, and DI code while benefiting from Quarkus's ultra-low memory usage, rapid boot times, and optimized GraalVM native builds. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Quarkus - Spring Compatibility tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0: title: 'developers.redhat.com: Developing your own custom devfiles for odo 2.0' description: '' year: '2021' stars: 0 ai_summary: Explains how to design custom devfile definitions to adapt odo 2.0 pipelines to unique corporate microservice stacks. Unifies local dev environments with enterprise build rules. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop Development - OpenShift Odo CLI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux: title: 'developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise'' Linux' description: '' year: N/A stars: 0 ai_summary: Explains how to compile, profile, and step-debug Go executables on enterprise Linux environments using Delve. Critical reference for addressing low-level runtime crashes and unexpected goroutine deadlocks. language: en resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031103.029114 needs_ai_refresh: false hierarchy: - Cloud Native Languages - Go - Performance Tuning tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:23.029114+02:00' https://developers.redhat.com/blog/2021/03/04/making-environment-variables-accessible-in-front-end-containers: title: 'developers.redhat.com: Making environment variables accessible in front-end'' containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Making environment variables accessible in front-end'' containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.439659 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.439659+02:00' https://developers.redhat.com/blog/2021/03/09/a-guide-to-red-hat-openshift-4-5-installer-provisioned-infrastructure-on-vsphere: title: "developers.redhat.com: A guide to Red Hat OpenShift 4.5 installer-provisioned infrastructure on vSphere \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A deep dive into Installer-Provisioned Infrastructure (IPI) on VMware vSphere under OpenShift 4.5. Focuses on how the installer uses vSphere APIs to automatically construct VMs, resource pools, and storage connections during ignition bootstrap. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Infrastructure Operations - VMware Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube: title: 'developers.redhat.com: Deploying Node.js applications to Kubernetes with Nodeshift and Minikube' description: '' year: '2021' stars: 0 ai_summary: Red Hat guide presenting Nodeshift to streamline NodeJS application deployment inside a local development environment running Minikube. Explores the automatic build, package, and deployment of Node workloads using built-in OpenShift-style S2I (Source-to-Image) concepts adapted for Kubernetes. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - NodeJS - Deployment Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-applications-on-red-hat-openshift: title: 'developers.redhat.com: Three ways to containerize .NET applications on Red Hat OpenShift' description: '' year: '2021' stars: 4 ai_summary: Details three distinct strategies to containerize and run .NET applications on Red Hat OpenShift. Evaluates the benefits of Dockerfile builds, Source-to-Image (S2I) pipelines, and deployment templates for enterprise scalability. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - OpenShift Containers tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kubernetes-manifests-for-java-applications: title: 'developers.redhat.com: Using Dekorate to generate Kubernetes manifests for'' Java applications' description: '' year: '2021' stars: 0 ai_summary: This technical resource explores Dekorate, a Java-based framework that generates standard Kubernetes resource manifests during code compilation. By parsing Java annotations, Dekorate builds custom, valid deployment configurations. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034486.853605 needs_ai_refresh: false hierarchy: - Platform Engineering - Application Delivery - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:46.853605+02:00' https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga: title: 'developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4 GA' description: '' year: '2021' stars: 0 ai_summary: This release documentation highlights the arrival of enterprise-grade DB2 and Oracle connectors in Debezium 1.4 GA. It covers technical deployment requisites, schema configuration processes, and performance considerations for transitioning legacy mainframe and relational databases into modern stream architectures. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Change Data Capture - Connectors tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k: title: 'developers.redhat.com: Design event-driven integrations with Kamelets and Camel K' description: '' year: '2021' stars: 0 ai_summary: This article demonstrates how to build integration paths utilizing Kamelets (Camel Route Snippets) and Camel K. It explains how Kamelets allow developers to configure complex system integrations via standard Kubernetes Custom Resources (CRDs). language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Native - Kamelets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel: title: 'developers.redhat.com: Deploy Quarkus everywhere with Red Hat Enterprise Linux (RHEL)' description: '' year: '2021' stars: 3 ai_summary: Guide focusing on running compiled native Quarkus execution binary layouts directly on Red Hat Enterprise Linux (RHEL) server environments. Discusses optimizing OS configurations, security system contexts (SELinux), and managing bare-metal configurations. Offers useful instruction patterns for setups looking to bypass container virtualization layers. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - Deployment Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift: title: 'developers.redhat.com: Containerize and deploy Strapi CMS applications on Kubernetes and Red Hat OpenShift' description: '' year: '2021' stars: 0 ai_summary: Focuses on containerizing and deploying Strapi CMS onto OpenShift. Addresses key development procedures, including environment variable injection, database routing, and mounting persistent directories for media assets. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Runtimes & CMS - Strapi CMS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-base-image: title: 'developers.redhat.com: How to pick the right container base image' description: '' year: '2021' stars: 0 ai_summary: Presents a decision matrix to help system architects choose the correct container base image. Evaluates security requirements, language dependencies, distribution sizes, and long-term support obligations across Alpine, Debian, and Red Hat UBI configurations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Optimization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1: title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red Hat OpenShift, Part 1' description: '- [developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red Hat OpenShift, Part 2](https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2)' year: '2021' stars: 3 ai_summary: A multi-part deployment sequence demonstrating how to launch and secure the Eclipse Mosquitto MQTT broker inside Red Hat OpenShift. This setup is highly applicable for hybrid architectures where edge devices stream data into Kubernetes-hosted processing grids. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - IoT & Edge Messaging - Brokers - Mosquitto tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-kubernetes-clusters: title: "developers.redhat.com: Use Skupper to connect multiple Kubernetes clusters \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Guide to Skupper, a virtual application network protocol that connects multiple Kubernetes clusters securely without complex firewall dynamic mappings or VPN setups. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Multi-Cluster - Service Interconnect tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/22/using-podman-compose-with-microcks-a-cloud-native-api-mocking-and-testing-tool: title: 'developers.redhat.com: Using Podman Compose with Microcks: A cloud-native API mocking and testing tool' description: '' year: '2021' stars: 0 ai_summary: Demonstrates executing Microcks, a cloud-native API mocking and testing tool, with Podman Compose in unprivileged host environments. This integration enables developers to simulate OpenAPI, gRPC, and AsyncAPI services locally without the overhead or security risks of managing a complex virtualized Docker daemon. language: YAML resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Mocking & Testing - Podman Compose Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2: title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red'' Hat OpenShift, Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031694.0278 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:14.027800+02:00' https://developers.redhat.com/blog/2021/04/28/kubernetes-configuration-patterns-part-1-patterns-for-kubernetes-primitives: title: 'developers.redhat.com: Kubernetes configuration patterns, Part 1: Patterns for Kubernetes primitives' description: '' year: '2026' stars: 0 ai_summary: Architectural guide analyzing the configuration primitives of Kubernetes. It explores the separation of configuration from container execution profiles, helping developers design workloads that adapt gracefully to environmental context changes. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Configuration Management - Declarative Primitives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-openshift-use-a-windows-vm-like-a-container: title: 'developers.redhat.com: Containerize .NET for Red Hat OpenShift: Use a Windows VM like a container' description: '' year: '2021' stars: 4 ai_summary: Explains how to execute legacy .NET applications alongside Linux containers on OpenShift. Details the usage of the Windows Machine Config Operator (WMCO) to run and manage Windows Server VMs directly inside OpenShift. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Workload Modernization - Windows Container Support tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens: title: 'developers.redhat.com: Enhance application security by rotating 3scale access tokens' description: '' year: '2021' stars: 0 ai_summary: Explains robust administrative paradigms for managing secrets through programmatic, seamless rotation of 3scale access tokens. Mitigates exposure risk and integrates directly into CI/CD secrets management flows. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Security & Protocols tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021 : title: 'developers.redhat.com: Event-driven APIs and schema governance for Apache Kafka: Get ready for Kafka Summit Europe 2021' description: '' year: '2021' stars: 0 ai_summary: Addresses the role of schema governance and metadata management in large-scale event-driven systems. Focuses on the integration of Apache Kafka with schema registries to prevent downstream consumer breakages and maintain strict schema evolution paths. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Schema Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka: title: 'developers.redhat.com: Building resilient event-driven architectures with Apache Kafka' description: '' year: '2021' stars: 0 ai_summary: Explores patterns for engineering highly resilient, decoupled event-driven systems with Apache Kafka. Details the implementation of error-handling loops, dead-letter queues (DLQs), retry topics, and transaction configurations to prevent loss of critical state. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Resiliency & Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/05/05/kubernetes-configuration-patterns-part-2-patterns-for-kubernetes-controllers: title: 'developers.redhat.com: Kubernetes configuration patterns, Part 2: Patterns'' for Kubernetes controllers' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030390.6507 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:30.650700+02:00' https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up: title: "developers.redhat.com: Build an API using Quarkus from the ground up \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Step-by-step tutorial showing how to write, construct, secure, and run a REST API using Panache ORM and RESTEasy within Quarkus. Details how to simplify Hibernate boilerplates through active record pattern styling. It provides an excellent architectural base template for deploying standard microservice endpoints. language: Java resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Quarkus - API Development tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/2021/05/13/why-should-developers-care-about-gitops: title: 'developers.redhat.com: Why should developers care about GitOps?' description: '' year: '2021' stars: 0 ai_summary: Focuses on developer velocity under the GitOps paradigm. Explains how native Git commands replace direct kubectl interactions, accelerating shipping speed, reducing cognitive load, and improving MTTR during outages through simple git reverts. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Developer Experience - Inner Loop tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/blog/authentication-and-authorization-using-the-keycloak-rest-api: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735928.040242 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:48.040242+02:00' https://developers.redhat.com/blog/making-environment-variables-accessible-in-front-end-containers: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781432289.205828 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-14T12:18:09.205828+02:00' https://developers.redhat.com/books/kubernetes-operators: title: 'developers.redhat.com: Kubernetes Operators' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Kubernetes Operators in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032877.760845 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:57.760845+02:00' https://developers.redhat.com/books/red-hat-universal-base-images-ubi: title: 'developers.redhat.com: book: Red Hat Universal Base Images (UBI)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029575.333062 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:55.333062+02:00' https://developers.redhat.com/cheat-sheets: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.169426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.169426+02:00' https://developers.redhat.com/cheat-sheets/advanced-linux-commands: title: 'developers.redhat.com: Advanced Linux commands cheat sheet for developers' description: '' year: '2023' stars: 0 ai_summary: An intensive guide addressing advanced Linux system diagnostic and telemetry commands (e.g., lsof, strace, ss, ip). It equips systems engineers to quickly troubleshoot process bottlenecks, kernel states, and network connections. language: Bash resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Linux Administration - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet: title: 'developers.redhat.com: Bash Shell Scripting Cheat Sheet' description: '' year: '2023' stars: 0 ai_summary: A production-grade reference sheet covering variable handling, stream redirections, array controls, and error handling behaviors inside POSIX-compliant terminal environments. It is a vital reference for building robust infrastructure automation scripts. language: Bash resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Shell Scripting - Cheat Sheets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet: title: 'developers.redhat.com: Buildah Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A command reference for Buildah, Red Hat's daemonless container image builder. Curator Insight values security improvements from not requiring docker sockets. Live Grounding verifies Buildah's central position in secure enterprise-grade CI pipelines. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Container Build tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/containers: title: 'developers.redhat.com: Containers Cheat Sheet' description: '' year: '2024' stars: 4 ai_summary: Explores foundational container runtimes and command abstractions like Podman and Buildah alongside standard Docker commands. Ideal for architects operating under daemonless, rootless container security profiles in Red Hat enterprise infrastructure. language: PDF resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735891.947798 needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - Enterprise Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:11.947798+02:00' https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet: title: 'developers.redhat.com: Debezium on OpenShift Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: An integration cheat sheet for configuring Debezium CDC within OpenShift pipelines. Curator Insight underscores real-time event streaming advantages. Live Grounding verifies Debezium's critical role in decoupling microservice databases without code changes. language: Shell resource_type: Cheat Sheet complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Data Pipelines - Change Data Capture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet: title: 'developers.redhat.com: Intermediate Linux Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Intermediate Linux Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032902.01112 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.011120+02:00' https://developers.redhat.com/cheat-sheets/intermediate-linux-commands-cheat-sheet: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735889.871699 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:09.871699+02:00' https://developers.redhat.com/cheat-sheets/kubernetes: title: 'developers.redhat.com: Kubernetes Cheat Sheet' description: '' year: '2024' stars: 4 ai_summary: Enterprise-focused Red Hat guide summarizing essential kubectl command structures for cluster administrators. Designed to aid engineers managing OpenShift or vanilla Kubernetes distributions, ensuring fast recovery and diagnostic workflows. language: PDF resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet: title: 'developers.redhat.com: Linux commands for developers' description: '' year: '2026' stars: 4 ai_summary: An enterprise-grade cheat sheet synthesizing primary command categories including networking, security, storage, and process management. Perfect quick-reference tool for engineers developing and debugging in enterprise Linux environments. language: English resource_type: Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Linux - Cheat Sheets tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/microprofile-jwt: title: 'developers.redhat.com: MicroProfile JWT (JSON Web Tokens)' description: '' year: '2026' stars: 0 ai_summary: An official guide explaining MicroProfile JWT implementations for cloud-native microservices. Curator Insight targets containerized user authorization. Live Grounding validates MicroProfile's widespread integration in secure enterprise Java ecosystems. language: Java resource_type: Cheat Sheet complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Application Security - Token Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/microprofile-rest-client: title: 'developers.redhat.com: MicroProfile Rest Client Cheat Sheet' description: '' year: '2023' stars: 0 ai_summary: A developer-focused reference document detailing the MicroProfile REST Client API. It provides a blueprint for programmatically building type-safe REST clients in Java enterprise architectures to secure and simplify communication between microservices. language: Java resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Microservices - REST Clients tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet: title: 'developers.redhat.com: Node.js Cheat Sheet' description: '' year: '2023' stars: 0 ai_summary: A Red Hat developer cheat sheet for production-scale Node.js configurations. Explores performance tracking, package configuration optimization, dependency management, and safe containerization. language: JavaScript resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Back-End Development - NodeJS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/odo-cheat-sheet: title: 'developers.redhat.com: odo Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: odo Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.939646 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.939646+02:00' https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform: title: 'developers.redhat.com: Red Hat OpenShift Container Platform Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: An official Red Hat publication for managing the OpenShift Container Platform CLI. Curator Insight notes its criticality for enterprise engineers. Live Grounding emphasizes how OpenShift-specific oc extensions synchronize with base Kubernetes APIs. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java: title: "developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus - **Cheat Sheet** \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An advanced developer reference for implementing custom Kubernetes Operators in Java using Quarkus. Curator Insight highlights Quarkus' small memory footprint. Live Grounding shows a significant surge in Java Operator SDK adoption for enterprise platforms. language: Java resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Kubernetes Operators - Java Quarkus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://developers.redhat.com/cheat-sheetsgit: title: 'developers.redhat.com: Git cheat sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Git cheat sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.072293 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.072293+02:00' https://developers.redhat.com/cheatsheets: title: "Red Hat Developer cheat sheets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Red Hat Developer cheat sheets \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033342.584048 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:42.584048+02:00' https://developers.redhat.com/courses/openshift: title: "developers.redhat.com: Developing on OpenShift (katacoda interactive learning)' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering developers.redhat.com: Developing on OpenShift (katacoda interactive learning)' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029060.7536 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:20.753600+02:00' https://developers.redhat.com/developer-sandbox: title: Developer Sandbox description: '' year: '2026' stars: 5 ai_summary: Provides immediate, zero-cost developer access to an active, shared OpenShift cluster environment pre-populated with cloud-native tooling. Eliminates complex infrastructure bootstrapping for developers, letting them deploy containers instantly. In 2026, it is the standard starting sandbox for assessing OpenShift APIs. language: English resource_type: Developer Sandbox complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736190.57421 needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Experience - Red Hat Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - ocp4.md - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:10.574210+02:00' https://developers.redhat.com/developer-sandbox/activities/deploying-full-stack-javascript-applications-to-the-sandbox/part1: title: 'developers.redhat.com: Welcome to the Developer Sandbox for Red Hat OpenShift.'' Part 1: Deploying full-stack JavaScript applications to the Developer Sandbox for Red Hat OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Welcome to the Developer Sandbox for Red Hat OpenShift.'' Part 1: Deploying full-stack JavaScript applications to the Developer Sandbox for Red Hat OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030856.453827 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.453827+02:00' https://developers.redhat.com/developer-sandbox/activities/how-to-manage-microservices-using-openshift-dev-spaces-and-jkube: title: 'developers.redhat.com: How to manage microservices using OpenShift Dev Spaces'' and JKube' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: How to manage microservices using OpenShift Dev Spaces'' and JKube in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032242.886458 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:22.886458+02:00' https://developers.redhat.com/developer-sandbox/activities/run-the-canary-deployment-pattern-on-kubernetes: title: "==developers.redhat.com: Run the Canary Deployment pattern on Kubernetes==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==developers.redhat.com: Run the Canary Deployment pattern on Kubernetes==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030204.244692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:24.244692+02:00' https://developers.redhat.com/developer-sandbox/get-started: title: openshift sandbox description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering openshift sandbox in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.148615 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.148615+02:00' https://developers.redhat.com/developer-sandbox/how-to-deploy-java-application-in-kubernetes: title: 'developers.redhat.com: How to deploy a Java application on Kubernetes in'' minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: How to deploy a Java application on Kubernetes in'' minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.472554 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.472554+02:00' https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools: title: 'developers.redhat.com: 10 awesome Kubernetes tools every user should know'' | DevNation Tech Talk (video)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031031.505481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:11.505481+02:00' https://developers.redhat.com/e-books: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735889.723495 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:09.723495+02:00' https://developers.redhat.com/e-books/kubernetes-operators: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736221.669246 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:41.669246+02:00' https://developers.redhat.com/ebooks: title: "Red Hat Developer eBooks \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Red Hat Developer eBooks \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031642.253551 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:22.253551+02:00' https://developers.redhat.com/learn: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736122.716323 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:02.716323+02:00' https://developers.redhat.com/learn/openshift: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736172.793297 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:52.793297+02:00' https://developers.redhat.com/learn/openshift/foundations-openshift: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736234.584877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:54.584877+02:00' https://developers.redhat.com/learn/openshift/how-deploy-full-stack-javascript-applications-openshift: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735911.212865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:31.212865+02:00' https://developers.redhat.com/learn/openshift/how-manage-microservices-using-openshift-dev-spaces-and-jkube: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736012.489327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:12.489327+02:00' https://developers.redhat.com/learn/openshift/run-canary-deployment-pattern-kubernetes: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736211.597551 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:31.597551+02:00' https://developers.redhat.com/openshift-commons/Operator-Lifecycle-Management: title: 'developers.redhat.com: OpenShift Commons Briefing: Operator Lifecycle Management'' (video)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031755.252354 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:15.252354+02:00' https://developers.redhat.com/products/amq/overview: title: '**Red Hat AMQ overview**' description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering **Red Hat AMQ overview** in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.095739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md - docs/prometheus.md v2_locations: - message-queue.md - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.095739+02:00' https://developers.redhat.com/products/cdk/overview: title: 'developers.redhat.com: **Red Hat Container Development Kit**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: **Red Hat Container Development Kit** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034097.270978 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: - ocp4.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:17.270978+02:00' https://developers.redhat.com/products/datagrid/overview: title: Red Hat Data Grid Overview description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Red Hat Data Grid Overview in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.508149 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.508149+02:00' https://developers.redhat.com/products/developertoolset/overview: title: 'developers.redhat.com: ==Red Hat Developer Toolset==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: ==Red Hat Developer Toolset== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030360.476468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:00.476468+02:00' https://developers.redhat.com/products/eap: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735981.956514 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:41.956514+02:00' https://developers.redhat.com/products/eap/overview: title: Red Hat JBoss Enterprise Application Platform (JBoss EAP) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Red Hat JBoss Enterprise Application Platform (JBoss EAP) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030051.941029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_app_servers.md v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:51.941029+02:00' https://developers.redhat.com/products/mta: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.054763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.054763+02:00' https://developers.redhat.com/products/mta/getting-started: title: 'Migration Toolkit for Applications: Getting Started' description: '' year: '2020' stars: 0 ai_summary: Guides teams in utilizing Red Hat’s Migration Toolkit for Applications (MTA) to analyze legacy Java frameworks for cloud compatibility. Identifies proprietary dependencies and reports on modernization pathways. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Enterprise Modernization - Migration Toolkit tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/products/mta/overview: title: Red Hat Application Migration Toolkit description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Red Hat Application Migration Toolkit in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032223.63102 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:03.631020+02:00' https://developers.redhat.com/products/openjdk/download: title: Red Hat OpenJDK description: '' year: '2020' stars: 0 ai_summary: Provides access to Red Hat's enterprise-hardened distribution of OpenJDK. Known for deep integration with Linux containers and robust long-term enterprise lifecycle support, it is widely utilized as a standard base runtime in corporate datacenters. language: Java resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://developers.redhat.com/products/red-hat-data-grid: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735880.048686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:00.048686+02:00' https://developers.redhat.com/products/red-hat-developer-toolset: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735921.433811 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:41.433811+02:00' https://developers.redhat.com/products/rhel: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.254216 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.254216+02:00' https://developers.redhat.com/products/softwarecollections/overview: title: 'developers.redhat.com: ==Red Hat Software Collections==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: ==Red Hat Software Collections== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029475.165657 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:15.165657+02:00' https://developers.redhat.com/products/streams-for-apache-kafka: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736091.33697 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.336970+02:00' https://developers.redhat.com/promotions/docker-cheatsheet: title: 'developers.redhat.com: Containers Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Containers Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033921.574824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.574824+02:00' https://developers.redhat.com/topics: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering developers.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736154.077441 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.077441+02:00' https://developers.redhat.com/topics/enterprise-java: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029509.253294 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/java_app_servers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:49.253294+02:00' https://developers.redhat.com/topics/kubernetes: title: "developers.redhat.com: Developing applications on Kubernetes \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Red Hat's developer ecosystem portal containing targeted learning paths for deploying applications onto Kubernetes and OpenShift. Content spans building container images, designing Kubernetes manifests, managing secret injections, and orchestrating deployment patterns like rolling updates or canary releases. It serves as a continuous educational hub for containerized application design. language: English resource_type: Developer Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Application Development - Kubernetes Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developers.redhat.com/topics/python: title: 'developers.redhat.com: Learn Python: Tutorials and updates from Red Hat experts' description: '' year: '2021' stars: 0 ai_summary: Resource directory curated by enterprise engineers. Features tutorials spanning cloud-native developments, containerized environment setups, and system automation strategies utilizing Python. language: English resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Learning Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://developers.redhat.com/topics/serverless-architecture: title: 'developers.redhat.com: Serverless Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com: Serverless Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030020.600041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md - docs/serverless.md v2_locations: - ocp4.md - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:20.600041+02:00' https://developers.redhat.com/topics/service-mesh: title: 'Red Hat Developer: Istio Service Mesh' description: '' year: '2024' stars: 0 ai_summary: Red Hat's developer hub offering deep integration architectures for managing Red Hat OpenShift Service Mesh. Synthesizes Istio, Kiali, and Jaeger into an enterprise-ready networking stack. language: English resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Red Hat OpenShift - Enterprise Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://developers.soundcloud.com/blog/service-architecture-1: title: 'developers.soundcloud.com: Service Architecture at SoundCloud — Part 1: Backends for Frontends' description: '' year: '2021' stars: 0 ai_summary: The pioneering engineering case study detailing SoundCloud's development of the Backends-for-Frontends (BFF) pattern. Explains how dedicated, platform-specific API gateways optimize network roundtrips and tailor response payloads for mobile and web clients. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Frontend Architecture - Design Patterns - BFF tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle: title: Playing with gradle description: '' year: '2015' stars: 1 ai_summary: An early-era developer's log exploring task setups in Gradle. Live Grounding confirms its value is now purely historical, documenting the community transition away from rigid, XML-heavy Maven structures towards flexible, code-based build files. language: English resource_type: Blog / Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Build Tools - Gradle - Historical Perspective tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://devhints.io/go: title: 'devhints.io/go: Go cheatsheet' description: '' year: '2025' stars: 0 ai_summary: A high-density Go interface dashboard providing rapid syntactical access. Highlights slice memory operations, struct compositions, dynamic channels, and concurrency waitgroups to speed up systems programming. language: Go resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Languages - Go tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md - golang.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://devineer.medium.com/get-to-grips-with-kubernetes-volumes-a-practical-tutorial-c41853c64f02: title: 'devineer.medium.com: Get to Grips with Kubernetes Volumes: A Practical Tutorial' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devineer.medium.com: Get to Grips with Kubernetes Volumes: A Practical Tutorial in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029291.515862 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:11.515862+02:00' https://devineer.medium.com/kubernetes-services-explained-22b4dd11de02: title: 'devineer.medium.com: Kubernetes Services Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devineer.medium.com: Kubernetes Services Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033906.299113 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:06.299113+02:00' https://devlibrary.withgoogle.com: title: "devlibrary.withgoogle.com \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Google’s curated repository showcasing real-world, high-quality open-source projects, libraries, and architecture demonstrations built with GCP and Flutter. Serves as a peer-reviewed knowledge engine for production-proven software architectures. language: English resource_type: Web Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Developer Portal - Open Source Showcase tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devm.io/blog: title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices' description: '' year: '2020' stars: 0 ai_summary: Part two of the microservices CI/CD series, detailing continuous deployment onto active Kubernetes clusters. Focuses on orchestrating declarative manifest YAML files, configuring deployment strategies like rolling updates, and handling Kubernetes secrets securely. language: Java resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Cloud Native - CI/CD - Continuous Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devm.io/kubernetes/kubernetes-bigger-173675: title: 'jaxenter.com: Kubernetes Is Much Bigger Than Containers: Here’s Where It Will Go Next' description: '' year: '2021' stars: 4 ai_summary: Position paper explaining how Kubernetes has outgrown its primary definition as a container orchestrator to become the universal cloud operating system. Explains the power of the K8s API model, Custom Resource Definitions (CRDs), and how it is orchestrating non-containerized assets, database clusters, and virtual machines. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Orchestration - Future Trends tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devm.io/kubernetes/kubernetes-extensions-172215: title: "jaxenter.com: Six Essential Kubernetes Extensions to Add to Your Toolkit \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Evaluates a curated selection of Kubernetes command-line and cluster-level utilities designed to simplify debugging, manifest inspection, and deployment automation. Highlighting extensions like K9s, Helm, and Kubectl plugins, the article contrasts native Kubernetes CLI limits with accelerated platform-engineering workflows. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Orchestration - Kubernetes Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devm.io/kubernetes/kubernetes-practical-implications-171647: title: 'jaxenter.com: Practical Implications for Adopting a Multi-Cluster, Multi-Cloud Kubernetes Strategy' description: '' year: '2021' stars: 4 ai_summary: Analyzes the operational overhead and architectural patterns of deploying Kubernetes across multiple clusters and cloud providers. It contrasts local management with centralized control planes, emphasizing network topology, storage synchronization, and global load balancing. The guide demonstrates that operational complexity must be carefully traded off against high availability and disaster recovery goals. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Orchestration - Multi-Cluster Strategy tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devm.io/microservices/cicd-microservices-docker-162408: title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 1' description: '' year: '2020' stars: 0 ai_summary: Details optimal Docker containerization patterns for Spring Boot microservices, addressing multi-stage image builds, layer caching, and minimizing runtime footprint sizes. It shows how to design pipeline steps to generate secure, unprivileged OCI-compliant container images. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Cloud Native - CI/CD - Dockerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops-daily.com/games/linux-terminal: title: DevOps Daily — Interactive Linux Terminal Simulator description: An in-browser, sandboxed interactive tutorial for learning and testing Linux shell commands, file navigation, and globbing syntax. year: '2026' stars: 4 ai_summary: 'An interactive, browser-based Linux training terminal constructed to teach system concepts through graded micro-challenges. - The sandbox guides users through essential operating system operations including standard stream redirection, system resource querying, and grep searches. - Highly tailored to provide beginner-to-intermediate operators with immediate command-execution feedback, removing local environment configuration friction.' language: en resource_type: website complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 3cd3eb8f6a8efd06b5157f2c33f510244bf69c6bccfac35e335b838a4f496d0e health_score: null last_checked: 1780352838.801116 needs_ai_refresh: false hierarchy: - Systems Administration - Linux Command Line - Interactive Learning - DevOps Foundations tags: - '[GUIDE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: linux-dev-env reputation_status: Vetted reputation_summary: No reputation penalty. Very popular educational sub-module of devops-daily.com maintained by Bobby Iliev. Praised across DEV community and Reddit as an active, high-quality interactive sandbox. social_preview_url: https://devops-daily.com/images/games/linux-terminal-og.png source_provenance: X.com (midudev) suggested_new_category: devops-education discovered_at: '2026-06-02T00:27:18.801116+02:00' https://devops.cisel.ch/kubernetes-operational-tools-you-must-try: title: 'devops.cisel.ch: Kubernetes operational tools you must TRY' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devops.cisel.ch: Kubernetes operational tools you must TRY in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030052.371256 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:52.371256+02:00' https://devops.com: title: devops.com description: '' year: '2026' stars: 0 ai_summary: 'Curator Insight: Major industry hub for DevOps articles, webinars, and news. Live Grounding: Offers central coverage of emerging SRE trends, security frameworks, and container orchestration developments.' language: en resource_type: Media Hub complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Resources - Media Hubs tags: - '[EMERGING]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devops.com/11-open-source-devops-tools-we-love-for-2021: title: 'devops.com: 11 Open Source DevOps Tools We Love For 2021' description: '' year: '2021' stars: 0 ai_summary: This evaluation spotlights eleven critical open-source DevOps projects covering areas like monitoring, infrastructure automation, container workflows, and CI/CD frameworks. It presents real-world architectural trade-offs, helping teams evaluate modern platform engineering toolchains. language: N/A resource_type: Review complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Tooling - Developer Knowledge - Curation Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/11-steps-to-a-successful-devops-career: title: 'devops.com: 11 Steps to a Successful DevOps Career' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: A step-by-step roadmap detailing technical proficiencies needed for DevOps roles. Live Grounding: Emphasizes a hybrid skillset combining scripting, continuous integration tools, public cloud architectures, and solid collaboration paradigms.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Career Paths - Skill Roadmap tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/15-must-jenkins-plugins-increase-productivity: title: 'devops.com: 15 must have Jenkins plugins to increase productivity' description: '' year: '2024' stars: 0 ai_summary: An operational digest analyzing fifteen key plugin utilities critical to scaling production clusters, spanning monitoring hooks, dynamic cleanup scripts, and visual feedback mechanisms. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Plugin Management - Ecosystem Curations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devops.com/5-tips-for-a-successful-devops-implementation: title: 'devops.com: 5 Tips for a Successful DevOps Implementation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devops.com: 5 Tips for a Successful DevOps Implementation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031533.383804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.383804+02:00' https://devops.com/6-advantages-of-microservices: title: 'devops.com: 6 Advantages of Microservices' description: '' year: '2020' stars: 3 ai_summary: Outlines the foundational architectural advantages of adopting a microservices pattern, including technological flexibility, autonomous deployability, localized scaling, fault isolation, and improved team ownership over distinct domain services. language: English resource_type: Blog complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Microservices - Value Proposition tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/6-signs-youre-doing-devops-correctly: title: 'devops.com: 6 Signs You’re Doing DevOps Correctly' description: '' year: '2021' stars: 0 ai_summary: 'Establishes empirical metrics to qualify mature enterprise practices, emphasizing DORA framework key indicators: mean time to recovery (MTTR), deployment frequency, change failure rate, and lead time for changes. Contrasts these measurements against localized organization benchmarks.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Metrics & Assessment - Operational Excellence tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/7-popular-open-source-ci-cd-tools: title: 'devops.com: 7 Popular Open Source CI/CD Tools' description: '' year: '2021' stars: 0 ai_summary: Compares seven dominant open-source CI/CD frameworks, assessing execution speed, plugin ecosystems, maintenance overhead, and architectural fitness for hybrid and Kubernetes configurations. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Platforms - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - cicd.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/7-trends-influencing-devops-and-devsecops-adoption: title: 'devops.com: 7 Trends Influencing DevOps and DevSecOps Adoption' description: '' year: '2021' stars: 0 ai_summary: Evaluates strategic industry movements toward DevSecOps patterns, automated compliance gates, and GitOps-driven workflows. Explains modern paradigms for shifting security left by integrating static application security testing (SAST) and software composition analysis (SCA) directly into declarative build stages. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Industry Trends - DevSecOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/8-hot-takes-will-we-see-a-monolithic-renaissance: title: 'devops.com: 8 Hot Takes: Will We See a Monolithic Renaissance?' description: '' year: '2023' stars: 0 ai_summary: Discusses the potential return to macro-services or modular monoliths to address the operational overhead, network latency, and complex debugging of over-engineered microservice fleets. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Patterns - Monoliths tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/8-security-considerations-for-ci-cd: title: 'devops.com: 8 Security Considerations for CI/CD' description: '' year: '2023' stars: 0 ai_summary: Actionable checklist of eight vital security considerations for pipeline configurations. Addresses fundamental practices such as secure secrets injection, runner environment isolation, least-privilege RBAC, and validation processes to prevent supply-chain vulnerabilities. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Delivery - Security & Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/a-devops-reset-for-a-multi-cloud-world: title: 'devops.com: Home » Blogs » A DevOps Reset for a Multi-Cloud World' description: '' year: '2023' stars: 0 ai_summary: 'Curator Insight: Explores multi-cloud complexities and the adjustments needed in cloud configuration. Live Grounding: Outlines abstract orchestration strategies using tools like Terraform and Kubernetes to bypass cloud-provider lock-in.' language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Infrastructure - Multi-Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/best-practices-for-application-performance-testing: title: 'devops.com: Best Practices for Application Performance Testing' description: '' year: '2021' stars: 0 ai_summary: High-level architectural roadmap outlining target strategies for establishing continuous, automated performance and stress testing metrics for cloud workloads. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Testing - Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-workplace: title: 'devops.com: Breaking Down Silos: Applying Open Source Practices in the Workplace' description: '' year: '2021' stars: 4 ai_summary: Explores the concepts of 'InnerSource'—using open-source development practices (like asynchronous code reviews, public pull request discussions, and clear system API documentation) inside enterprise software boundaries. Demonstrates how to break down engineering silos, improve cross-team contributions, and accelerate microservice development velocity. language: en resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Innersource - DevOps Transition tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/building-on-terraform-evolution-not-revolution: title: 'devops.com: Building on Terraform: Evolution, not Revolution' description: '' year: '2024' stars: 4 ai_summary: Explores the continuous evolution of HashiCorp Terraform and OpenTofu within the enterprise IaC landscape. Highlights how organizational adoption patterns have shifted from manual HCL execution to structured platform engineering paradigms. While the source stresses steady progress, live grounding demonstrates that license changes (BSL) have spurred a parallel, stable ecosystem under the Linux Foundation (OpenTofu). language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Ecosystem Evolution tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devops.com/catchpoint-to-acquire-webpagetest-org: title: 'devops.com: Catchpoint to Acquire Webpagetest.org' description: '' year: '2020' stars: 0 ai_summary: An analysis of Catchpoint's acquisition of WebPageTest, the industry-standard front-end performance auditing tool. Synthesizing live ecosystem changes, the platform continues to operate as an essential resource for tracing core web vitals and waterfall execution charts, bolstered by Catchpoint's global infrastructure. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Testing - Web Performance - Industry Acquisitions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-management: title: 'devops.com: Clubhouse Becomes Shortcut to Transform Software Project Management' description: '' year: '2021' stars: 0 ai_summary: Reviews the rebranding and feature expansion of Clubhouse into Shortcut, reinforcing its identity as a fast, highly collaborative agile task and workflow tracking platform built for growth-stage engineering teams. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Project Management - Agile Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/continuous-security-the-next-evolution-of-ci-cd: title: 'devops.com: Continuous Security: The Next Evolution of CI/CD' description: '' year: '2021' stars: 0 ai_summary: Discusses moving from periodic security assessments to automated, real-time testing within deployment pipelines. Explores running SAST, automated secrets scanning, and licensing compliance checks alongside unit tests. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - CI-CD - Continuous Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/continuous-testing-practices-part-1: title: "devops.com: Continuous Testing Practices (Part 1) \U0001F31F" description: "- [devops.com: Continuous Testing Practices – Part 2 \U0001F31F](https://devops.com/continuous-testing-practices-part-2)" year: '2021' stars: 0 ai_summary: First of a multi-part series examining the execution of continuous testing models within standard CI/CD deployment channels. Highlights test-automation strategies, test environments, and immediate feedback integration. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Testing Pipelines - Continuous Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/continuous-testing-practices-part-2: title: "devops.com: Continuous Testing Practices – Part 2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033044.830214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:44.830214+02:00' https://devops.com/day-2-for-the-operator-ecosystem: title: "devops.com: Day 2 for the Operator Ecosystem \U0001F31F" description: "- [KUDO: The Kubernetes Universal Declarative Operator \U0001F31F](https://kudo.dev) KUDO is a toolkit that makes it easy to build Kubernetes Operators, in most cases just using YAML." year: '2020' stars: 0 ai_summary: Focuses on Kubernetes Operator lifecycle maturity models, introducing toolkits like KUDO (Kubernetes Universal Declarative Operator). Covers operational challenges, telemetry gathering, and unified configuration schemas. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre: title: 'devops.com: Day in the Life of a Site Reliability Engineer (SRE)' description: '' year: '2021' stars: 0 ai_summary: An informative run-through of the operational reality of SRE. Explains typical workflows, on-call paging procedures, metric reviews, postmortem writing, and automated tool-building shifts. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Site Reliability Engineering - Career Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/declarative-compliance-with-policy-as-code-and-gitops: title: "devops.com: Declarative Compliance With Policy-as-Code and GitOps \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Details structural mechanisms for enforcing declarative compliance via GitOps and Policy-as-Code. Demonstrates configuring automated compliance checkers that inspect commits dynamically, ensuring only certified configurations reach production environments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Policy & Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud: title: 'DevOps as a Service: Migrating Your Entire DevOps Stack to the Cloud' description: '' year: '2021' stars: 0 ai_summary: Analyzes the business and architectural trade-offs of migrating an organization's entire internal build and testing infrastructure to SaaS-based DevOps-as-a-Service offerings. The curator details the comparison between maintaining self-hosted Jenkins clusters versus subscribing to cloud platforms. Live platform standards prove that modern SaaS solutions dramatically decrease internal maintenance overhead while enhancing security auditing compliance. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Cloud Migration - DevOps-as-a-Service tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications: title: 'devops.com: DevOps for the Development and Delivery of High-Performance Applications' description: '' year: '2021' stars: 0 ai_summary: Examines production-grade execution models for high-performance software. Discusses continuous optimization loops, modern caching topologies, database query tuning integration in pipeline tests, and real-time tracing metrics to scale complex microservices architectures. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Application Delivery - Performance Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/devops-security-your-complete-checklist: title: 'devops.com: DevOps Security: Your Complete Checklist' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devops.com: DevOps Security: Your Complete Checklist in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032114.034228 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.034228+02:00' https://devops.com/devops-teams-struggling-to-keep-secrets: title: 'devops.com: DevOps Teams Struggling to Keep Secrets' description: '' year: '2021' stars: 3 ai_summary: An industry report analyzing why modern DevOps organizations struggle with 'secrets sprawl' across development tools, build steps, and staging clusters. Recommends implementing centralized identity systems and dynamic credential engines. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Industry Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/devops-trends-to-watch-in-2021: title: "devops.com: DevOps Trends to Watch in 2021 \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Highlights dominant technological vectors including standardizing on-demand GitOps continuous deployment frameworks, native policy-as-code automation engines, multi-cluster federated networks, and progressive delivery orchestrators. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Industry Trends - Market Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/devsecops-in-azure: title: 'devops.com: DevSecOps in Azure' description: '' year: '2023' stars: 0 ai_summary: Examines the technical blueprint for establishing DevSecOps practices within the Azure ecosystem. Details security scanners, credential detection tools, container analysis systems, and runtime enforcement loops. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - DevSecOps - Continuous Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/devsecops-trends-for-2021: title: 'devops.com: DevSecOps Trends to Know For 2021' description: '' year: '2021' stars: 0 ai_summary: Highlights essential DevSecOps industry trends, emphasizing Software Bill of Materials (SBOM) orchestration, secure-by-default container base images, and integration of automated security telemetry into centralized cloud dashboards. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Industry Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/dynatrace-advances-application-environments-as-code: title: '==devops.com: Dynatrace Advances Application Environments as Code==' description: '' year: '2021' stars: 0 ai_summary: Discusses 'Observability as Code', where application dashboards, SLO targets, and alerting configurations are defined using Terraform or Monaco. By 2026, this approach is integrated into standard CI/CD pipelines to ensure monitoring environments scale systematically with the underlying infra. language: Go resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033046.504515 needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:46.504515+02:00' https://devops.com/finops-foundation-to-help-rein-in-cloud-costs: title: 'devops.com: FinOps Foundation to Help Rein in Cloud Costs' description: '' year: '2020' stars: 0 ai_summary: An article reporting on the formal creation of the FinOps Foundation under the Linux Foundation. Highlights the growing enterprise necessity of managing multi-cloud spend and establishing standardized definitions for cloud financial operations. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Financial Operations - FinOps - Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/five-steps-to-successful-devops-culture: title: 'devops.com: 5 Steps to Successful DevOps Culture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devops.com: 5 Steps to Successful DevOps Culture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032076.665174 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:36.665174+02:00' https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution: title: 'devops.com: From Agile to DevOps to DevSecOps: The Next Evolution' description: '' year: '2020' stars: 0 ai_summary: Traces software engineering's historical trajectory from Agile (optimizing team velocity) to DevOps (optimizing system delivery) and finally DevSecOps (integrating continuous compliance). Evaluates cultural and technical components driving this shift. language: English resource_type: Technical Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/google-dora-report-shows-modest-devops-gains: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.797263 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.797263+02:00' https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability: title: 'devops.com: Grafana Labs Acquires Asserts.ai to Bring AI to Observability' description: '' year: '2023' stars: 0 ai_summary: Discusses the strategic acquisition of Asserts.ai by Grafana Labs. Live grounding highlights the integration of semantic graphs, relationship maps, and automated root-cause discovery directly into Grafana's UI stack. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - AIOps & AI Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/great-resignation-spurs-interest-in-tech-certifications: title: 'devops.com: Great Resignation Spurs Interest in Tech Certifications' description: '' year: '2022' stars: 0 ai_summary: This article examines the surge in cloud-native certifications (such as Kubernetes and AWS) as developers seek to validate cloud skillsets and secure modern infrastructure engineering roles in a changing job market. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Continuous Learning - Certifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool: title: Hasura Launches Beta of GraphQL-Based Remote Joins Tool description: '' year: '2020' stars: 4 ai_summary: Announces Hasura's Remote Joins engine. Enables backend developers to securely federate and query disparate database services and REST/GraphQL APIs behind a unified, high-speed GraphQL interface. language: Haskell resource_type: Press Release complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - GraphQL - Federation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments: title: 'devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing in IoT, Edge and Cloud Environments' description: '' year: '2021' stars: 3 ai_summary: Details Hazelcast's real-time, in-memory stream processing platform optimized for extreme high-speed low-latency computations. By unifying in-memory storage capabilities with a declarative streaming engine, it represents an outstanding option for real-time fraud detection and high-frequency trading. language: Java resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Stream Processing - In-Memory Compute - Hazelcast tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-are-api-management-and-service-mesh-different: title: 'devops.com: How Are API Management and Service Mesh Different?' description: '' year: '2021' stars: 3 ai_summary: Differentiates the scopes of API management gateways and service meshes. Examines the boundaries of external public facing integrations (north-south client traffic) versus intra-cluster secure networking (east-west microservices traffic). language: None resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - API Management - Service Mesh Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-centralized-log-management-can-save-your-company: title: 'devops.com: How Centralized Log Management Can Save Your Company' description: '' year: '2018' stars: 0 ai_summary: Demonstrates the business and technical value of implementing centralized log aggregation in distributed systems. Outlines how consolidated logs reduce Mean Time to Resolution (MTTR), improve compliance auditing, and streamline security incident responses. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Log Management - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines: title: "devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Analyzes structural benefits of using containers as immutable deployment artifacts. Explains how containers prevent environment drift, accelerate automated build times, and streamline target infrastructure orchestration. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration & Containers - Containerization - CI/CD Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-good-developers-become-good-engineering-managers: title: 'devops.com: How Good Developers Become Good Engineering Managers' description: '' year: '2021' stars: 4 ai_summary: Explores the complex transition from individual software contributor to engineering manager. Outlines how to pivot from tactical coding efforts to strategic engineering leadership, detailing how to manage high-level software system design, support team career growth, and avoid micro-management traps that block development productivity. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Career Development - Management Transition tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-sres-benefit-from-feature-flags: title: 'devops.com: How SREs Benefit From Feature Flags' description: '' year: '2021' stars: 0 ai_summary: Investigates the role of feature flags in risk mitigation. Demonstrates how isolating application deployment from runtime feature activation enables SREs to instantly disable buggy paths without executing a full application rollback. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - Feature Management - Reliability Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-the-sre-role-is-evolving: title: 'devops.com: How the SRE Role Is Evolving' description: '' year: '2022' stars: 0 ai_summary: Tracks the industry evolution of SRE from isolated teams to a core cross-functional engineering practice. Highlights the transition from managing static infrastructure to developing programmatic automation platforms. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Site Reliability Engineering - Industry Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools: title: 'devops.com: How to Automate PKI for DevOps With Open Source Tools' description: '' year: '2021' stars: 0 ai_summary: This article discusses the orchestration and automation of Public Key Infrastructure (PKI) using modern open-source utilities like Vault and cert-manager. It presents a resilient blueprint for generating short-lived certificates dynamically within automated CI/CD configurations. This approach helps minimize human errors and ensures encrypted service-to-service communication. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cryptography - PKI Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/how-to-implement-an-effective-ci-cd-pipeline: title: 'devops.com: How to Implement an Effective CI/CD Pipeline' description: '' year: '2022' stars: 0 ai_summary: Details tactical methodologies for constructing highly effective, resilient CI/CD pipelines. Explains how to integrate Infrastructure as Code (IaC), monitor lifecycle metrics, and avoid critical deployment execution pitfalls. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Pipelines - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/how-to-migrate-existing-infrastructure-to-terraform: title: 'devops.com: How to Migrate Existing Infrastructure to Terraform' description: '' year: '2023' stars: 4 ai_summary: A guide targeting the structural transition of legacy, manually managed cloud infrastructure into a declarative Terraform state. Explains standard import mechanisms, reverse-engineering of HCL definitions, and reconciliation of drift. Live grounding emphasizes that recent Terraform releases (1.5+) have radically improved this flow through native "import" blocks, reducing dependency on legacy CLI tooling. language: HCL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Migration & Import tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/how-to-seamlessly-transition-to-devsecops: title: 'devops.com: How to Seamlessly Transition to DevSecOps' description: '' year: '2022' stars: 0 ai_summary: A practical migration blueprint for legacy enterprise setups transitioning to DevSecOps. Recommends strategies for setting automation priorities, gaining early delivery wins, and establishing shared telemetry metrics across development and operations teams. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Migration Planning tags: - '[LEGACY]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/how-to-successfully-integrate-security-and-devops: title: 'devops.com: How to Successfully Integrate Security and DevOps' description: '' year: '2020' stars: 0 ai_summary: Provides strategic guidelines on merging security frameworks with DevOps practices. Highlights establishing security automation checkpoints, fostering unified tooling, and utilizing threat modeling early in standard sprint cycles. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Culture & Collaboration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/implementing-message-queue-in-kubernetes: title: 'devops.com: Best of 2019: Implementing Message Queue in Kubernetes' description: '' year: '2019' stars: 0 ai_summary: This article outlines best practices for deploying message queues inside Kubernetes clusters. It addresses challenges related to stateful set allocations, persistent volume claims, and handling node failure scenarios. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Kubernetes - Message Brokers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-cloud: title: 'devops.com: Infrastructure Abstraction Will Be Key to Managing Multi-Cloud' description: '' year: '2021' stars: 0 ai_summary: Explores how infrastructure-as-code (IaC) and Kubernetes-driven abstraction layers decouple workloads from underlying cloud provider primitives. This design pattern reduces complexity, minimizes lock-in, and enforces consistent deployment methodologies. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - DevOps - Infrastructure Abstraction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/is-noops-the-future-of-cloud-networking: title: 'devops.com: Is NoOps the Future of Cloud Networking?' description: '' year: '2021' stars: 0 ai_summary: Investigates the intersection of automated networking policies and NoOps. Outlines how SDN controllers, declarative API gateways, and service mesh automated loops handle routing and network microsegmentation automatically. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Operations Paradigms - NoOps Philosophy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - noops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue: title: 'devops.com: Kubernetes Jenkins Master-Slave: Scaling the Scalability Issue' description: '' year: '2024' stars: 0 ai_summary: Technical deep-dive clarifying structural friction when scaling Dynamic Kubernetes Agents. Elaborates on cluster size optimizations, node selectors, and transient agent lifetimes. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Scalability & Resilience - Kubernetes Agents tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devops.com/languages-and-devops-recommendations: title: 'devops.com: Languages and DevOps: Recommendations' description: '' year: '2021' stars: 0 ai_summary: Compares performance profiles and use cases for key automation languages including Go, Python, Bash, and Rust. Assists platform teams in choosing tools based on raw compilation speed, runtime memory overhead, and library support. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Programming Languages - Infrastructure-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/make-github-backups-part-of-your-development-process: title: 'devops.com: Make GitHub Backups Part of Your Development Process' description: '' year: '2021' stars: 0 ai_summary: Examines the strategic importance of automated repository backups within enterprise CI/CD processes. Emphasizes risk mitigation around cloud service outages, compromised developer credentials, and accidental branch deletions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Backup & Recovery - DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/measuring-technical-debt: title: 'devops.com: Measuring Technical Debt' description: '' year: '2023' stars: 0 ai_summary: Explores analytical frameworks to measure technical debt objectively. Employs metrics like SQALE methodology, code coverage, cycle time impact, and escape defect rates to calculate the true cost of legacy architectures. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Methodology - Metrics - Technical Debt tags: - '[LEGACY]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/measuring-the-progress-of-the-opentelemetry-project: title: 'devops.com: Measuring the Progress of the OpenTelemetry Project' description: '' year: '2021' stars: 0 ai_summary: A historical overview detailing the organizational velocity, community contributions, and consolidation patterns of the CNCF OpenTelemetry project. Synthesizes adoption telemetry and integration roadmaps with legacy APM frameworks. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - OpenTelemetry - Governance tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/nine-pillars-of-devops-best-practices: title: 'devops.com: Nine Pillars of DevOps Best Practices' description: '' year: '2021' stars: 0 ai_summary: Systematizes critical organizational practices into nine engineering pillars. Outlines steps for securing developer workflows, maintaining operational observability, enforcing configuration standardization, and building reliable continuous recovery environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Core Frameworks - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning: title: 'devops.com: Pulumi Moves to Automate Cloud Infrastructure Provisioning' description: '' year: '2021' stars: 0 ai_summary: Analysis of Pulumi's automated delivery engines, evaluating the platform's features for removing configuration drift and synchronizing cluster models with git-managed repositories. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD Integration - Pulumi tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - pulumi.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions: title: 'devops.com: Red Hat Extends Scope of Ansible Automation Ambitions' description: '' year: '2021' stars: 0 ai_summary: Examines the strategic expansion of AAP 2 automation layers. Explores decoupling control loops from target runtimes and shifting execution flows closer to network boundaries and multi-cloud edges. language: English resource_type: blog_post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Enterprise Platform - Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/secdevops-is-the-solution-to-cybersecurity: title: "devops.com: SecDevOps is the Solution to Cybersecurity \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Advocates for SecDevOps as a necessary system design response to address sophisticated modern threat surfaces. Highlights using declarative orchestration profiles, immutable runtime configurations, and early detection mechanisms to minimize vulnerability windows. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/securing-your-software-development-pipelines: title: 'devops.com: Securing Your Software Development Pipelines' description: '' year: '2021' stars: 0 ai_summary: Examines methods for securing continuous delivery setups from upstream supply-chain threats. Focuses on protecting execution infrastructure, implementing cryptographic artifact validation, and isolating dependency ingestion engines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - CI-CD - Pipeline Integrity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/serverless-computing-moving-from-devops-to-noops: title: 'Serverless Computing: Moving from DevOps to NoOps' description: '' year: '2021' stars: 0 ai_summary: Evaluates how serverless architectures drive NoOps execution. Emphasizes shifting operations responsibilities (e.g., node provisioning, patching, scaling) to public cloud platforms, allowing developers to focus strictly on code components. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Serverless Architecture - NoOps Execution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - noops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/shift-right-testing-the-emergence-of-testops: title: 'devops.com: Shift-Right Testing: The Emergence of TestOps' description: '' year: '2020' stars: 4 ai_summary: Outlines Shift-Right testing methodologies and TestOps workflows. Advocates validating configurations directly against production deployments under active user loads, supported by analytics and monitoring tools. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033823.339701 needs_ai_refresh: false hierarchy: - DevOps & Quality Assurance - Continuous Testing - TestOps Strategy tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: - testops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.339701+02:00' https://devops.com/site-reliability-engineering-101-devops-versus-sre: title: 'devops.com: Site Reliability Engineering 101: DevOps Versus SRE' description: '' year: '2018' stars: 0 ai_summary: Provides an entry-level comparison of SRE and DevOps methodologies. Explains key tenets of both schools of thought, with a focus on how teams share operational ownership and handle blameless post-mortems to foster high-velocity engineering. language: English resource_type: blog complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reliability Engineering - SRE vs DevOps - Introductory Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://devops.com/sre-devops-cloud-native-server-cage-match: title: 'devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match' description: '' year: '2019' stars: 0 ai_summary: A high-energy analysis contrasting SRE, DevOps, and Cloud Native architectures. Explores how container orchestration, microservices, and micro-deployments mandate both cultural DevOps adjustments and programmatic SRE automation to survive at scale. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reliability Engineering - Cloud Native Paradigms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://devops.com/sre-vs-devops-false-distinction: title: 'devops.com: SRE vs. DevOps — a False Distinction?' description: '' year: '2019' stars: 0 ai_summary: Deconstructs the industry debate regarding SRE and DevOps, arguing that comparing them creates a false dichotomy. Suggests that successful engineering organizations merge the collaborative philosophy of DevOps with the analytical, code-driven rigor of SRE. language: English resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reliability Engineering - SRE vs DevOps - Industry Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://devops.com/sre-vs-platform-engineering-whats-the-difference: title: 'devops.com: SRE Vs. Platform Engineering: What’s the Difference?' description: '' year: '2022' stars: 0 ai_summary: Differentiates the core focuses of Platform Engineering and SRE. Analyzes how SRE teams protect application reliability, while Platform Engineering optimizes developer velocity by packaging tools into Internal Developer Platforms (IDPs). language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Platform Engineering - Organizational Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/survey-shows-mounting-devops-frustration-and-costs: title: 'devops.com: Survey Shows Mounting DevOps Frustration and Costs' description: '' year: '2021' stars: 0 ai_summary: Analyses industrial survey metrics capturing financial waste and team frustrations. Connects developer burnout and cloud cost overruns directly to highly fragmented toolchains, lack of platform standardization, and manual compliance bottlenecks. language: English resource_type: Report complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Cost & Metrics - Organizational Challenges tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-apis: title: 'devops.com: Survey Surfaces High Reliance on DevOps to Build and Deploy APIs' description: '' year: '2020' stars: 1 ai_summary: Focuses on deployment statistics validating the correlation between microservice container rollouts and automated API lifecycle verification strategies. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - API Management - DevOps Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/the-argo-project-making-gitops-practical: title: 'devops.com: The Argo Project: Making GitOps Practical' description: '' year: '2021' stars: 4 ai_summary: Investigates the rapid industry adoption of the Argo ecosystem (Argo CD, Workflows, Rollouts, Events). Explains how the projects solve operational gaps in native Kubernetes, making declarative continuous delivery robust and enterprise-ready. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - Argo Project Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece: title: 'The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece' description: '' year: '2026' stars: 0 ai_summary: Addresses operational scale limits when managing state files and workflow dependencies manually. Argues for unified infrastructure orchestration planes that handle secrets distribution and pipeline synchronization systematically. language: None resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Infrastructure as Code - Orchestration Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - iac.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cultural-change: title: 'devops.com: The DevOps Journey: Continuous Mindset Starts With Cultural Change' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Asserts that successful DevOps execution relies heavily on fundamental cultural shifts. Live Grounding: Concludes that technical tools inevitably fail without a parallel focus on dismantling corporate silos and unifying developer-operator objectives.' language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Methodology - Team Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing: title: 'devops.com: The Fallacy of Continuous Integration, Delivery and Testing' description: '' year: '2018' stars: 0 ai_summary: Explores common anti-patterns in DevOps pipelines where fast builds mask poor test coverage and integration siloes. Offers recommendations on balancing CI/CD speed with architectural quality gates and production-like validation. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - CI/CD - Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://devops.com/the-real-pipeline: title: 'devops.com: he Real Pipeline' description: '' year: '2023' stars: 0 ai_summary: Exposes the reality of modern continuous delivery pipelines, contrasting linear textbook designs against highly complex, non-linear feedback loops. Curator highlights stress the integration of multi-stage automated tests. Live architectural reviews in 2026 show that successful enterprise implementations rely heavily on policy-as-code and canary release orchestration rather than simple, step-by-step automated deployment scripts. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - CI/CD Pipelines - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions: title: 'devops.com: The Rise of NetDevOps and CI/CD Pipeline Solutions' description: '' year: '2023' stars: 0 ai_summary: Details the integration of DevOps practices into physical and software-defined network engineering (NetDevOps). The author explains how manual CLI configurations are replaced by declarative pipelines and GitOps repositories. Live network architecture relies on these methodologies to continuously test, validate, and push configuration changes to production switches and core SD-WAN structures. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Network Infrastructure - NetDevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/tips-for-a-successful-devsecops-life-cycle: title: 'devops.com: Tips for a Successful DevSecOps Life Cycle' description: '' year: '2022' stars: 0 ai_summary: Outlines engineering practices for integrating security across the application development lifecycle. Covers choosing integration points, configuring alert signaling thresholds to avoid fatigue, and defining collaborative post-incident remediations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Integration Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/top-10-best-practices-for-jenkins-pipeline-plugin: title: "devops.com: Top 10 Best Practices for Jenkins Pipeline Plugin \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A fundamental playbook cataloging pipeline coding mistakes. Covers memory footprint reductions, parallel thread orchestrations, avoiding non-serializable objects, and managing global timeouts. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline Architecture - Jenkins Pipeline - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devops.com/top-nine-skills-for-sres-to-master: title: "devops.com: Top Nine Skills for SREs to Master \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Highlights nine critical technical skills for SREs, including writing high-quality infrastructure automation, building telemetry dashboards, designing reliable distributed networks, and mastering cloud platform paradigms. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Site Reliability Engineering - Skills Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/transform-legacy-java-apps-to-microservices: title: 'devops.com: Best of 2021 – Transform Legacy Java Apps to Microservices' description: '' year: '2021' stars: 0 ai_summary: Strategic and tactical guide addressing the decomposition of legacy enterprise Java systems. Emphasizes modern automated refactoring engines to accurately map boundaries, mitigating migration risks while speeding up time-to-production. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Modernization - Monolith to Microservices - Guides tags: - '[LEGACY]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/transform-mobile-devops-into-mobile-devsecops: title: 'devops.com: Transform Mobile DevOps into Mobile DevSecOps' description: '' year: '2022' stars: 0 ai_summary: Adapts classic cloud-native DevSecOps patterns to mobile development environments. Explores mobile-specific concerns including binary protection, automated obfuscation tooling, dynamic testing inside simulated environments, and secure API integration. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Mobile Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/unlocking-your-devops-automation-mindset: title: "devops.com: Unlocking Your DevOps Automation Mindset \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: This technical analysis outlines tactical shifts from manual toil to systemic continuous delivery and test automation architectures. It demonstrates patterns for decentralizing operations by pushing configuration ownership to development teams, reducing release anxiety through early integration and continuous feedback loops. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Automation Philosophy - Culture & Mindset tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/up-your-devops-game-its-time-for-noops: title: 'devops.com: Up Your DevOps Game: It’s Time for NoOps' description: '' year: '2021' stars: 0 ai_summary: Proposes actionable tactics for transitioning DevOps engineering pipelines into automated, serverless-first NoOps infrastructures. Discusses standardized declarative delivery flows and policy engine setups. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Operations Paradigms - NoOps Philosophy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - noops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/updating-and-managing-infrastructure-as-code-iac: title: 'devops.com: Updating and Managing Infrastructure-as-Code (IaC)' description: '' year: '2023' stars: 0 ai_summary: Details architectural strategies for maintaining, refactoring, and upgrading legacy IaC bases. Explores lockfile maintenance, drift remediation, and structural validation steps required for safe production updates. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Lifecycle Management tags: - '[LEGACY]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/using-jenkins-configuration-as-code: title: 'devops.com: Using jenkins configuration as code' description: '- [https://github.com/jenkinsci/configuration-as-code-plugin](https://github.com/jenkinsci/configuration-as-code-plugin)' year: '2024' stars: 0 ai_summary: A practical industry analysis illustrating standard techniques for shifting legacy Jenkins controller provisioning workflows into git-centric, declaration-first structures. It presents a detailed taxonomy of automated setup validation strategies. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Configuration as Code - Jenkins JCasC tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-tekton: title: '==devops.com: Using LLMs to Automate Pipeline Conversions From Legacy to'' Tekton==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==devops.com: Using LLMs to Automate Pipeline Conversions From Legacy to'' Tekton== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030718.374767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:58.374767+02:00' https://devops.com/vfunction-automates-conversion-of-java-apps-to-microservices: title: 'devops.com: Function Automates Conversion of Java Apps to Microservices' description: '' year: '2021' stars: 0 ai_summary: Details how automated profiling instruments compile-time and runtime dynamics of legacy enterprise codebases, identifying domain boundaries to programmatically extract microservice packages. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Modernization - Automated Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/web-application-security-is-not-api-security: title: "devops.com: Web Application Security is not API Security \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Explains why legacy web app application security configurations fall short of API security requirements. Discusses custom API gateway rules, deep OAuth 2.0 validation, and endpoint-level access controls. language: Agnostic resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Security - Design - Best Practices tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/whats-the-difference-between-devops-and-platform-engineering: title: 'devops.com: What’s the Difference Between DevOps and Platform Engineering?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devops.com: What’s the Difference Between DevOps and Platform Engineering? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.514168 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.514168+02:00' https://devops.com/when-to-use-api-management-and-service-mesh-together: title: 'devops.com: When to Use API Management and Service Mesh Together' description: '' year: '2021' stars: 4 ai_summary: Explores patterns for integrating API gateways with service meshes. Highlights how to pass identity contexts, orchestrate global traffic routes, and enforce layered perimeter and transport-level security policies. language: None resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - API Management - Service Mesh Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devops.com/where-does-observability-stand-today-and-where-is-it-going-next: title: 'devops.com: Where Does Observability Stand Today, and Where is it Going Next?' description: '' year: '2023' stars: 0 ai_summary: 'Analyzes the ongoing evolution of observability systems toward artificial intelligence integration (AIOps), automated anomaly detection, and continuous optimization profiles. Curator Insight: Industry roadmap on telemetry analysis. Live Grounding: Crucial for evaluating how LLMs and ML models parse log volumes for predictive maintenance.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Industry Trends - AI - AIOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/why-boring-tech-is-best-to-avoid-a-microservices-mess: title: 'devops.com: Why Boring Tech is Best to Avoid a Microservices Mess' description: '' year: '2020' stars: 4 ai_summary: Arguments for architectural conservatism when adopting a highly distributed microservices paradigm. By utilizing mature, 'boring' technology (e.g., PostgreSQL, REST/gRPC, stable programming runtimes), engineering teams can isolate and absorb the inherent complexity of distributed systems coordination. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Microservices - Technology Selection tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams: title: 'devops.com: Why Monitoring-as-Code Will be a Must for DevOps Teams' description: '' year: '2023' stars: 0 ai_summary: 'Examines the strategic necessity of Monitoring as Code (MaC) within highly automated enterprises, highlighting its ability to prevent manual dashboard decay and streamline alert maintenance. Curator Insight: Organizational transition to MaC. Live Grounding: Essential reading for scaling observability policies uniformly across enterprise development teams.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Automation - Monitoring as Code - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams: title: 'devops.com: Why MTTR is a Vital Metric for DevOps Teams' description: '' year: '2023' stars: 0 ai_summary: 'Curator Insight: Details how MTTR influences business outcome reliability and pipeline maturity. Live Grounding: Details how real-time logging, distributed tracing, and incident response runbooks directly improve telemetry metrics inside microservices deployments.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Telemetry & Metrics - SRE Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devops.com/why-traditional-approaches-to-api-security-dont-work: title: 'devops.com: Taking a DevSecOps Approach to API Security' description: '' year: '2022' stars: 0 ai_summary: Analyzes the limitations of traditional web application firewalls (WAFs) in modern microservice systems. Explores programmatic API security patterns, including schema validation, API rate limiting, token-based authorization, and continuous contract checking. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - API Security - Microservices Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devops.com/yeah-youre-doing-devops: title: 'devops.com: Yeah, You’re Doing DevOps' description: '' year: '2021' stars: 0 ai_summary: A practical assessment of core delivery principles. Defines real DevOps maturity through deployment feedback speeds, shared code testing responsibilities, and team collaboration setups, rather than just using automation tools. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Operational Assessment - Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com: title: devopscube.com description: '' year: '2025' stars: 0 ai_summary: DevOpsCube offers high-quality, practical guides for configuring and maintaining production Kubernetes environments. It is highly regarded for its detailed setup instructions for Prometheus, Grafana, ingress controllers, and cluster scaling. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - DevOps & CI/CD - Technical Walkthroughs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - kubernetes.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://devopscube.com/automate-ebs-snapshot-creation-deletion: title: 'devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion' description: '' year: '2023' stars: 0 ai_summary: A practical DevOps guide detailing automation patterns for the creation, lifecycle retention, and deletion of AWS EBS snapshots. Shows how to use AWS Lifecycle Manager and bash cron jobs to guarantee cluster data durability without compiling excessive storage debt. language: Bash resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage - AWS EBS - Snapshot Automation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/become-devops-engineer: title: 'devopscube.com: Become A DevOps Engineer in 2021: A Comprehensive Guide' description: '' year: '2021' stars: 0 ai_summary: An exhaustive, structured guide cataloging core platform engineering requirements including Linux kernel administration, Docker container runtimes, declarative Infrastructure as Code (IaC), GitOps continuous deployment systems, and advanced distributed telemetry stacks. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Career Roadmap - Skill Acquisition tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/build-docker-image: title: 'devopscube.com: How to Build Docker Image : Comprehensive Beginners Guide' description: '' year: '2024' stars: 0 ai_summary: A structured blueprint demonstrating professional design standards for OCI-compliant artifact assemblies. Focuses on minimizing layers, avoiding build context overhead, and utilizing cache layers effectively. language: N/A resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Dockerfiles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devopscube.com/build-docker-image-kubernetes-pod: title: "devopscube.com: How To Build Docker Image In Kubernetes Pod \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: This reference article analyzes alternative methods for constructing container images natively within Kubernetes pods, highlighting Kaniko, BuildKit, and Docker-in-Docker (DinD). It contrasts security risks and runtime overhead of each. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 78e4c1873fcfd3904a6fa2ee9acc239f43701f58d236ba931de3e1760ded7d0a health_score: 100.0 last_checked: 1779033771.059057 needs_ai_refresh: true hierarchy: - Image Building - In-Cluster Builds - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:51.059057+02:00' https://devopscube.com/configure-ingress-tls-kubernetes: title: 'devopscube.com: How To Configure Ingress TLS/SSL Certificates in Kubernetes' description: '' year: '2021' stars: 4 ai_summary: A tutorial guiding developers through TLS/SSL certificate generation, binding, and storage in ingress environments. Explains how to leverage native cert-manager pipelines to secure internet-facing applications automatically with Let's Encrypt certificates. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Security & TLS tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/create-kubernetes-jobs-cron-jobs: title: 'devopscube.com: How To Create Kubernetes Jobs/Cron Jobs – Getting Started Guide' description: '' year: '2021' stars: 3 ai_summary: A practical guide detailing the creation of parallel Jobs and recurring CronJobs. Offers a clear reference for backoff limits, completion conditions, and active execution deadlines. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workloads - Batch Jobs - Tutorials tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/create-kubernetes-role: title: 'devopscube.com: How to Create kubernetes Role for Service Account' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7a85dc1716b5e43c9280b59c968a0e1d23768a05aa483f4f86408fa786d3627f health_score: 100.0 last_checked: 1779033903.576255 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.576255+02:00' https://devopscube.com/deploy-postgresql-statefulset: title: 'devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With High Availability' description: '' year: '2023' stars: 0 ai_summary: Comprehensive architectural guide to deploying a highly available PostgreSQL cluster on Kubernetes using standard StatefulSets. Covers headless services, persistent volume claims, replica configurations, and health probes. language: YAML resource_type: Technical Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - PostgreSQL HA tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/docker-containers-as-build-slaves-jenkins: title: 'devopscube.com: How to Setup Docker containers as Build Slaves for Jenkins' description: '' year: '2024' stars: 0 ai_summary: A practical guide for implementing Dockerized executors, enabling dynamic allocation of ephemeral developer containers as isolated, on-demand agents. Ensures high container clean-room isolation across parallel builds. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Dynamic Agents - Docker Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devopscube.com/immutable-infrastructure: title: 'devopscube.com: Immutable Infrastructure Explained For Beginners' description: '' year: '2023' stars: 0 ai_summary: A beginner's guide detailing the immutable infrastructure pattern, where infrastructure elements are replaced rather than modified in place. Highlights benefits in predictability, rollbacks, and drift management. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/ip-address-tutorial: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f3aababc0746bfbe3e103424dca77983ac65403e93d2679ce9457934b6738c4c health_score: 100.0 last_checked: 1779030842.898023 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:02.898023+02:00' https://devopscube.com/jenkins-architecture-explained: title: 'devopscube.com: Jenkins Architecture Explained – Beginners Guide' description: '' year: '2024' stars: 0 ai_summary: A classic conceptual primer outlining standard architecture dynamics between Jenkins central control plane instances and scale-out worker agents. Delivers essential mental models for networking, agent provisioning, and persistence. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Core Architecture - Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devopscube.com/jenkins-build-agents-kubernetes: title: "devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Provides an architectural step-by-step setup of self-scaling Jenkins Build Agents using the Kubernetes Jenkins plugin. Configures persistent volumes and resource constraints for ephemeral executors. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & Automation - Jenkins-based CI-CD - Jenkins Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/jenkins-pipeline-as-code: title: "devopscube.com: Jenkins Pipeline as Code Tutorial For Beginners \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive introductory guide for implementing Pipeline-as-Code using Jenkins Declarative syntax. Includes visual aids, multi-stage syntax examples, trigger mechanisms, and guidance on navigating the Blue Ocean pipeline visualization interface. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - CI-CD Concepts - Jenkins Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/key-considerations-kubernetes-cluster-design-setup: title: "devopscube.com: 10 Key Considerations for Kubernetes Cluster Design & Setup \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A critical architectural design checklist covering VPC planning, high-availability control planes, etcd backup configurations, and identity federation. Recommended reading before launching any production-grade enterprise platform. language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Cluster Architecture - Reference Designs tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/kube-bench-guide: title: '==devopscube.com/kube-bench-guide: Kube-Bench: Kubernetes CIS Benchmarking'' Tool==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1e6d8ca58c30e4fc6a809bcd549a881f78774d13133da067a7c159fca215e210 health_score: 100.0 last_checked: 1779033435.995396 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.995396+02:00' https://devopscube.com/kubernetes-api-access-service-account: title: 'devopscube.com: How To Create Kubernetes Service Account For API Access' description: "- [devopscube.com: How to Create kubernetes Role for Service Account](https://devopscube.com/create-kubernetes-role)\n \ - [github.com/scriptcamp/kubernetes-serviceaccount-example](https://github.com/scriptcamp/kubernetes-serviceaccount-example) Example Kubernetes manifests to create service account mapped to Rolebinding." year: '2023' stars: 0 ai_summary: A practical tutorial focused on provisioning Kubernetes Service Accounts for targeted API server access. Walks through credential auto-generation constraints, manifesting corresponding API access boundaries, and constructing secure automated CI/CD pipelines. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-daemonset: title: 'devopscube.com: Kubernetes Daemonset: A Comprehensive Guide' description: '' year: '2023' stars: 0 ai_summary: A detailed engineering breakdown of the DaemonSet controller pattern. Explains how to deploy system-level agents (like log collectors, CNI daemons, and monitoring agents) on every cluster node, specifying advanced scheduling techniques, tolerations, node affinity, and resource constraints. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Workload Resources - DaemonSets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-ingress-tutorial: title: "devopscube.com: Kubernetes Ingress Tutorial For Beginners \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A detailed step-by-step tutorial addressing the installation and configuration of the NGINX Ingress controller. Focuses on setting up custom host routing rules, implementing path matching, and troubleshooting entry level ingress issues. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Tutorials tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-kubeconfig-file: title: "devopscube.com: Kubeconfig File Explained With Practical Examples \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A highly readable, practical guide unpacking the schema and structural design of Kubeconfig files. Teaches readers how context configurations, user credentials, clusters, and API client auth certificates are structured to drive kubectl orchestration. language: YAML resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Security - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-logging-tutorial: title: "devopscube.com: Kubernetes Logging Tutorial For Beginners \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An introductory blueprint covering fundamental logging behaviors in containerized orchestration environments. Demystifies container log storage paths, standard troubleshooting CLI workflows with `kubectl logs`, and simple forwarding architectures. language: None resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Log Management & Diagnostics - Log Aggregation - Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-minikube-tutorial: title: 'devopscube.com: Kubernetes Minikube Tutorial for Beginners' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6505f61b37bed8fd0f3ec199c5544b229a1b0649aee98701aa7ec416d89e8ead health_score: 100.0 last_checked: 1779030401.340494 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:41.340494+02:00' https://devopscube.com/kubernetes-pod: title: devopscube.com/kubernetes-pod description: '' year: '2023' stars: 0 ai_summary: A foundational, end-to-end technical reference manual mapping the Pod lifecycle, container initialization vectors, probe configurations, and common workload operational runbooks. language: YAML resource_type: Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute - Pods - Core Concepts tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-tutorials-beginners: title: 'devopscube.com: Kubernetes Tutorials For Beginners: Getting Started Guide' description: '' year: '2025' stars: 4 ai_summary: An exceptional introductory portal that distills container architecture into highly digestible guides. Explores standard pod mechanics, ingress controllers, environment configs, and scaling strategies with clean procedural steps. language: English resource_type: Tutorial complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Fundamentals tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://devopscube.com/kubernetes-v1-21-released: title: 'devopscube.com: Kubernetes v1.21 Released: Here is What you should know' description: '' year: '2021' stars: 0 ai_summary: Curator Insight offers an overview of Kubernetes 1.21. In 2026, we track this release as a major evolution that brought CronJobs to GA and introduced PodDisruptionBudget stability. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/kustomize-tutorial: title: "devopscube.com/kustomize-tutorial: Kustomize Tutorial: Comprehensive Guide For Beginners \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A highly detailed, production-focused Kustomize comprehensive guide. Demystifies concepts of bases, overlays, generator options, namespace overrides, and programmatic variable injection, serving as an operational reference for scaling Kubernetes configurations. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/kuztomize-configmap-generators: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4bb3c0759e25b4af159511319039c4c6096281f05ef7b1b8c3c9cba083d515f9 health_score: 100.0 last_checked: 1779032046.250238 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kustomize.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:06.250238+02:00' https://devopscube.com/learn-kubernetes-complete-roadmap: title: "devopscube.com: How to Learn Kubernetes (Complete Roadmap) \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An exhaustive, highly detailed learning path outlining the essential cloud-native concepts, tooling, and architectures. Serves as a primary reference for designing comprehensive platform engineering training regimens. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Opinion & Strategy - Learning Pathways tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devopscube.com/pod-priorityclass-preemption: title: "devopscube.com: Kubernetes Pod Priority, PriorityClass, and Preemption Explained \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An operations guide detailing the setup, risk mitigation, and security policies governing PriorityClasses, helping operators protect critical platform controllers from being starved of compute resources. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Scheduling - Priority Class tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/podman-tutorial-beginners: title: "devopscube.com: Podman Tutorial For Beginners: Step by Step Guides \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive introductory manual providing step-by-step guidance on installing, configuring, and operating Podman container systems. It reviews Podman's daemonless, rootless architecture, standard registry authentication workflows, and how it handles container execution relative to Docker CLI. language: Shell resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Engines - Podman Basics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/python-for-devops: title: 'devopscube.com: Python For DevOps: Guide for DevOps Engineers' description: '' year: '2022' stars: 0 ai_summary: Evaluates Python's application in infrastructure orchestration, continuous integration, and systems configuration. Identifies high-value uses of built-in libraries like subprocess alongside industry tools like boto3 for automated AWS infrastructure pipelines. Crucial for platform reliability operations. language: Python resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Automation - System Scripting tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/setup-ansible-aws-dynamic-inventory: title: 'devopscube.com: How to Setup Ansible AWS Dynamic Inventory' description: '' year: '2023' stars: 0 ai_summary: Hands-on guide to implementing dynamic AWS EC2 inventories in Ansible. Details configuration of the `amazon.aws.aws_ec2` plugin to query live infrastructure metadata, replacing brittle static inventory files. language: English resource_type: tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible Ecosystem - Cloud Inventory tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/setup-grafana-kubernetes: title: 'devopscube.com: How To Setup Grafana On Kubernetes' description: '' year: '2023' stars: 0 ai_summary: Technical blueprint for deploying Grafana on a Kubernetes cluster. Details setup architectures using Helm charts, Persistent Volume Claims (PVCs) for persistence, and ConfigMaps to configure programmatic dashboards. language: English resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Kubernetes Deployment - Grafana Ecosystem tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/setup-ingress-kubernetes-nginx-controller: title: "devopscube.com: How to Setup Nginx Ingress Controller On Kubernetes – Detailed Guide \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Deep-dive deployment playbook detailing how to install, configure, and manage the NGINX Ingress Controller. Includes instructions on utilizing Helm, routing traffic to dynamic backends, and handling TLS certificates. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - NGINX tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/setup-nexus-kubernetes: title: "Devopscube.com: Setup Nexus Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A detailed walk-through detailing how to install and configure Sonatype Nexus Repository Manager on a Kubernetes cluster. It breaks down persistent volume claims (PVCs), service exposes, and deployment manifest constructs. The guide simplifies the process of establishing a self-managed, centralized artifact cache on top of cloud-native infrastructure. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - Nexus Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devopscube.com/setup-prometheus-helm-chart: title: Setup Prometheus Using Helm Chart on Kubernetes description: '' year: '2023' stars: 0 ai_summary: Technical guide on installing a production-ready Prometheus instance into Kubernetes using Helm. Explains configuring persistent storage claims, setting retention policies, and overriding default ingress objects. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Helm - Prometheus Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md - helm.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/setup-prometheus-monitoring-on-kubernetes: title: "devopscube.com: How to Setup Prometheus Monitoring On Kubernetes Cluster \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A detailed deployment tutorial explaining how to configure a Prometheus monitoring stack inside a Kubernetes cluster from scratch. Discusses writing YAML manifests for ConfigMaps, Deployments, ClusterRoles, ClusterRoleBindings, and Services to auto-scrape endpoints. language: YAML resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Kubernetes Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://devopscube.com/terraform-autoscaling-group: title: 'devopscube.com: AWS Terraform Autoscaling Group With ALB Deployment Tutorial' description: '' year: '2023' stars: 0 ai_summary: A master deployment tutorial for setting up AWS Auto Scaling Groups (ASG) in conjunction with Application Load Balancers (ALB). Features robust target tracking and multi-zone application path routing. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/terraform-aws-rds: title: devopscube.com/terraform-aws-rds description: '' year: '2022' stars: 0 ai_summary: Details production-grade Terraform configurations for deploying RDS databases. Illustrates high-availability multi-AZ architectures, automated backup retention, integration with AWS Secrets Manager, and proper configuration of private DB subnets. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - AWS RDS Databases tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/vagrant-tutorial-beginners: title: "devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An introductory guide to Vagrant for configuring local virtual machine environments. It explains how to write Vagrantfiles, configure local networks, and run provisioning engines like Ansible to ensure consistent local developer environments. language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Development Environments - Virtual Machines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopscube.com/vault-agent-injector-tutorial: title: 'devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using Vault Agent' description: '' year: '2022' stars: 0 ai_summary: A deep dive into the Vault Agent Injector pattern in Kubernetes. Demonstrates how to write custom annotations in Deployment configurations to trigger a mutating admission webhook. This sidecar container handles cluster authentication and dynamically maps Vault secrets to local pod memory volumes without changing target application code. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Kubernetes Sidecar Injection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/vault-in-kubernetes: title: "devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Provides a hands-on walk-through for setting up HashiCorp Vault inside a Kubernetes cluster using the official Helm charts. Targets engineers establishing local sandbox environments, guiding them through persistent volume configuration, cluster initialization, and unsealing via the command line. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - Vault Deployment tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopscube.com/what-is-observability: title: 'devopscube.com: What Is Observability? Comprehensive Beginners Guide' description: '' year: '2022' stars: 0 ai_summary: 'High-quality, step-by-step introduction to the structural columns of observability (logs, metrics, and traces). It details core OpenTelemetry collection mechanisms. Curator Insight: Comprehensive starting manual for cloud telemetry. Live Grounding: Excellent onboarding material for entry-level platform developers.' language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Site Reliability Engineering - Observability - Guides - Beginners tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devopsdays.org/events/2022-amsterdam/welcome: title: 'devopsdays.org: Devopsdays Amsterdam' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8ee2f587ae1c726ebde4e9d5229db771ba88ceffb2c5c4db58e9696ad49579b0 health_score: 100.0 last_checked: 1779032213.373676 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:53.373676+02:00' https://devopsera.com/2023/06/how-to-structure-directories-in-a-gitops-repository-for-the-best-user-friendliness-and-flexibility: title: 'devopsera.com: How to Structure Directories in a GitOps Repository for the Best User-Friendliness and Flexibility' description: '' year: '2023' stars: 0 ai_summary: Examines repository directory structures designed to maximize user accessibility and operational flexibility. Balances the cognitive load on developer teams with the security controls required for production-grade continuous synchronization. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Repository Structure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopsformula.hashnode.dev/cross-account-ecr-push-with-jenkins: title: Cross account ECR push with Jenkins description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Cross account ECR push with Jenkins in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.451727 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.451727+02:00' https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible: title: 'devopsinside.com: Is Kubernetes killing tools like Ansible?' description: "- Kubernetes is not a replacement for ansible: Despite their overlapping functionality, it is important to note that Kubernetes is not a replacement for ansible. Both tools have their own strengths and use cases, and they can be used together to achieve different goals.\n - Kubernetes and ansible can be used together: Kubernetes and ansible can be used together to complement each other. For example, ansible can be used to automate the provisioning and configuration of Kubernetes clusters, while Kubernetes can be used to manage the deployment and scaling of applications within those clusters." year: '2023' stars: 0 ai_summary: Provides an architectural analysis of the symbiotic relationship between GitOps/Kubernetes and Ansible. Demonstrates that while Kubernetes excels at scheduling containers, Ansible remains essential for provisioning the underlying OS and physical compute infrastructure. language: English resource_type: blog_post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Orchestration - Coexistence - K8s vs Ansible tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devopslearners.com: title: devopslearners.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering devopslearners.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736234.691633 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:54.691633+02:00' https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1: title: 'devopslearners.com: Blue-Green vs Canary Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com: Blue-Green vs Canary Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.24122 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.241220+02:00' https://devopslearners.com/different-container-runtimes-and-configurations-in-the-same-kubernetes-cluster-fed228e1853e: title: 'devopslearners.com: Different Container Runtimes and Configurations in the'' same Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com: Different Container Runtimes and Configurations in the'' same Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031896.216691 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.216691+02:00' https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d6722f6: title: 'devopslearners.com: How to Convert Helm Chart to Kubernetes YAML' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com: How to Convert Helm Chart to Kubernetes YAML in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032231.994754 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:11.994754+02:00' https://devopslearners.com/kubernetes-ingress-tutorial-for-beginners-26c2f7727bc: title: '==devopslearners.com: Kubernetes Ingress Tutorial For Beginners==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==devopslearners.com: Kubernetes Ingress Tutorial For Beginners== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.234344 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.234344+02:00' https://devopslearners.com/kubernetes-pod-priority-priorityclass-and-preemption-explained-a48fb7988672: title: "==devopslearners.com: Kubernetes Pod Priority, PriorityClass, and Preemption' Explained== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==devopslearners.com: Kubernetes Pod Priority, PriorityClass, and Preemption' Explained== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030248.467341 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:08.467341+02:00' https://devopslearners.com/what-is-a-kubernetes-ephemeral-container-aa8ab658755d: title: 'devopslearners.com: What is a Kubernetes Ephemeral Container?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com: What is a Kubernetes Ephemeral Container? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030787.577229 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:07.577229+02:00' https://devopslearners.com/what-is-gitops-168aac9a2ee: title: 'devopslearners.com: What is GitOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com: What is GitOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034332.302779 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:12.302779+02:00' https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluster-to-1000-pods-in-aws-eks-d2d399152bc2: title: 'devopslearning.medium.com: Lesson learned while scaling Kubernetes cluster'' to 1000 pods in AWS EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopslearning.medium.com: Lesson learned while scaling Kubernetes cluster'' to 1000 pods in AWS EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.830785 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.830785+02:00' https://devopslibrary.com: title: DEVOPS Library description: '' year: '2024' stars: 0 ai_summary: 'A comprehensive portal offering structured DevOps lessons, covering CI/CD pipelines, configuration management (Ansible, Chef), infrastructure automation, and container orchestrations. (Live Grounding: Provides foundational patterns useful for junior-to-mid level engineers to grasp traditional infrastructure transition to cloud-native paradigms).' language: N/A resource_type: Learning Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platform Engineering - Learning Resources - Methodologies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://devopsmonk.hashnode.dev/learn-aws-if-you-want-to-save-your-career: title: 'devopsmonk.hashnode.dev: Learn AWS if you want to save your career..!!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopsmonk.hashnode.dev: Learn AWS if you want to save your career..!! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031045.808875 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-training.md v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:25.808875+02:00' https://devopsparthu.hashnode.dev/day-35-mastering-configmaps-and-secrets-in-kubernetes: title: 'devopsparthu.hashnode.dev: Day 35: Mastering ConfigMaps and Secrets in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopsparthu.hashnode.dev: Day 35: Mastering ConfigMaps and Secrets in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030430.062256 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:10.062256+02:00' https://devopstalks.in/everything-about-prometheus: title: 'devopstalks.in: Everything about Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopstalks.in: Everything about Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.747489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.747489+02:00' https://devopstips.net: title: devopstips.net description: '' year: '2026' stars: 0 ai_summary: 'Curator Insight: Curates bite-sized technical tricks regarding Docker, Linux, and Kubernetes. Live Grounding: Provides developers with quick-reference command sequences and configurations to debug CI/CD and system behaviors.' language: en resource_type: Technical Resource complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Resources - Technical Tips tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://devopsunlocked.com/kubernetes-learning-material: title: 'devopsunlocked.com: Kubernetes: Learning Material' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devopsunlocked.com: Kubernetes: Learning Material in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029459.117743 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:59.117743+02:00' https://devopswithkubernetes.com: title: devopswithkubernetes.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033658.978774 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:58.978774+02:00' https://devoriales.com/home: title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At Rest with AWS KMS' description: '' year: '2022' stars: 2 ai_summary: An in-depth guide on enabling envelope encryption for Kubernetes Secrets within Amazon EKS using AWS Key Management Service (KMS). It details the KMS key policy configuration, performance considerations when accessing etcd, and migration patterns for retroactively encrypting existing Secrets. language: English resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devoriales.com/post/329/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms: title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At'' Rest with AWS KMS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 48979d3801bfcc4f36c056d87529761711205997f637f75f5e50cb569b217c21 health_score: 100.0 last_checked: 1779031721.028368 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:41.028368+02:00' https://devoriales.com/video/897990746/intro-to-gitops: title: 'devoriales.com: Exploring GitOps: Software and Infrastructure Management Intro Video' description: '' year: '2021' stars: 0 ai_summary: Visual and technical introductory video explaining software and infrastructure configuration pipelines under a GitOps operational paradigm, exploring source repositories mapping to remote environments. language: English resource_type: Media complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Introductory Media tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how: title: "devsecops.co.in: GitOps Guide – What, Why and How? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering devsecops.co.in: GitOps Guide – What, Why and How? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033713.585496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:53.585496+02:00' https://devsecops.co.in/2021/05/18/ansible-interview-questions: title: 'devsecops.co.in: 100+ Ansible Interview Questions and Answers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in: 100+ Ansible Interview Questions and Answers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033400.316326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:40.316326+02:00' https://devsecops.co.in/2021/05/20/devops-interview-questions: title: 'devsecops.co.in: DevOps Interview Questions and Answers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in: DevOps Interview Questions and Answers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031146.501207 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:06.501207+02:00' https://devsecops.co.in/2021/05/22/kubernetes-interview: title: 'devsecops.co.in: Kubernetes Interview Questions and Answers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in: Kubernetes Interview Questions and Answers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030986.150899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.150899+02:00' https://devspace.sh: title: ==devspace.sh== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4e434dd54e9ea5037e860a7b75cb967431dbe0a5b522aca6e2967301697cf74a health_score: 100.0 last_checked: 1779031406.700004 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.700004+02:00' https://devstack.in: title: DevStack description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering DevStack in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034528.249621 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:28.249621+02:00' https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry: title: "devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034345.598956 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:25.598956+02:00' https://devtoolhub.com/claude-skills-devops-skillmd-guide: title: 'Claude Skills for DevOps: Build Your First SKILL.md' description: Learn how to build Claude Skills for DevOps with real SKILL.md examples. Covers Terraform, Kubernetes, and CI/CD pipeline skills with security best practices. year: '2026' stars: 4 ai_summary: This technical guide outlines the architecture and execution of Claude Skills tailored for infrastructure automation and operations using SKILL.md manifests. It provides concrete, actionable schemas for wrapping Terraform provisioning, Kubernetes deployments, and CI/CD triggers into structured instructions that LLM agents can safely execute. Emphasizes strict permission boundaries, security boundaries, and validation parameters to prevent destructive actions during agentic pipeline execution. language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 344a5e9a44cd818f813e0fc381be40202857295eaa85a4c41caa98426c47f17b health_score: null last_checked: 1780352561.468447 needs_ai_refresh: false hierarchy: - AI and Agents - Agent Integrations - DevOps Skill Manifests tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Practical guide providing concrete technical patterns for integrating DevOps workflows with Claude Skills via SKILL.md. social_preview_url: https://devtoolhub.com/wp-content/uploads/2026/05/image-9-1024x576.png source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:22:41.468447+02:00' https://devtools.chrome.com: title: devtools.chrome.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 455c3f36085c405936fd14be4f5d43e1c9a4a7bf2f21a0e35d8d831b31b05cf5 health_score: 100.0 last_checked: 1779032091.719282 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ChromeDevTools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.719282+02:00' https://devtron.ai: title: 'Devtron Labs: Devtron provides a ''seamless,’ ''implementation agnostic uniform interface'' across Kubernetes Life Cycle integrated with most Opensource and commercial tools' description: '' year: '2025' stars: 0 ai_summary: An open-source, tool-agnostic application management platform for Kubernetes. Unifies discrete CI/CD workflows, GitOps, observability tooling, and cluster resource debugging into a single visual interface, drastically lowering cognitive load. language: Go resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Platform Engineering - Kubernetes Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://devtron.ai/blog/7-tools-to-make-kubernetes-management-easy: title: 'devtron.ai: 7 Tools To Make Kubernetes Management Easy' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 739d6bad6eb0536cbecd443a5c2ddc2dfd776bdacd3cfc434cc961f535131548 health_score: 100.0 last_checked: 1779034209.562223 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:09.562223+02:00' https://devtron.ai/blog/cmd-and-entrypoint-differences: title: 'devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker' description: '' year: '2022' stars: 0 ai_summary: Explores `CMD` and `ENTRYPOINT` behaviors inside Dockerfiles. Details how default runtime parameters interact with target binaries during execution. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Image Engineering - Dockerfile Specs tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://devtron.ai/blog/kubernetes-management-made-easier-with-tools: title: 'devtron.ai: 7 Tools To Make Kubernetes Management Easy' description: '' year: '2023' stars: 0 ai_summary: Highlights seven robust utilities engineered to simplify Kubernetes cluster administration. Focuses on GitOps CD operations with ArgoCD, cluster visualizers, and package managers like Helm to reduce overall developer cognitive load. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2b93cf0b069001a4ed103ae0c57109fc4ecb92181eb8e1bfcf87ce4b0db27927 health_score: 100.0 last_checked: 1779130494.946243 needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.946243+02:00' https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod: title: 'devtron.ai: Troubleshoot: Pod Crashloopbackoff' description: '' year: '2023' stars: 0 ai_summary: A targeted diagnostic manual focusing exclusively on resolving Pod CrashLoopBackOff errors within a Kubernetes cluster. It details the precise troubleshooting path, examining application configuration errors, environment variable omissions, and permission issues. It also includes strategies for extracting logs from previously terminated container instances. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - CrashLoopBackOff tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://devxblog.hashnode.dev/kubernetes-microservice-flask-application-1: title: 'devxblog.hashnode.dev: Deploying Microservices with Persistent Volumes in'' Kubernetes - Kubernetes Microservice Flask Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev: Deploying Microservices with Persistent Volumes in'' Kubernetes - Kubernetes Microservice Flask Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034355.385507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:35.385507+02:00' https://devxblog.hashnode.dev/prometheus-elevate-your-monitoring-game: title: 'devxblog.hashnode.dev: Prometheus: Elevate Your Monitoring Game' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev: Prometheus: Elevate Your Monitoring Game in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030658.228694 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:58.228694+02:00' https://devxblog.hashnode.dev/simplified-setup-prometheus-cadvisor-redis-and-node-exporter: title: 'devxblog.hashnode.dev: Simplified Setup: Prometheus, cAdvisor, redis and'' Node Exporter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev: Simplified Setup: Prometheus, cAdvisor, redis and'' Node Exporter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032571.499254 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:51.499254+02:00' https://devxblog.hashnode.dev/terraform-with-aws: title: 'devxblog.hashnode.dev: Terraform with AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev: Terraform with AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.961887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.961887+02:00' https://dhall-lang.org: title: 'dhall-lang.org: Dhall Configuration Language' description: '' year: '2026' stars: 0 ai_summary: Dhall is a programmable, statically typed, non-Turing-complete configuration language. It is designed to safely generate standard JSON and YAML configuration maps while eliminating duplicate structural code and dynamic security vectors. language: Haskell resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Configuration Languages - Dhall tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://diagrams.mingrammer.com: title: 'diagrams.mingrammer.com: Diagram as Code' description: '' year: '2020' stars: 5 ai_summary: An industry-standard open-source library that empowers architects to represent system architectures using pure Python code. By aligning with GitOps paradigms, diagrams are treated as software dependencies, allowing automated code-driven rendering and versioning across AWS, GCP, Azure, and Kubernetes ecosystems without manual editing tools. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Diagrams as Code - Python tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://didil.medium.com/building-a-kubernetes-mutating-admission-webhook-7e48729523ed: title: 'didil.medium.com: Building a Kubernetes Mutating Admission Webhook' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering didil.medium.com: Building a Kubernetes Mutating Admission Webhook in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.174689 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.174689+02:00' https://difftastic.wilfred.me.uk: title: difftastic.wilfred.me.uk description: '' year: '2026' stars: 0 ai_summary: Difftastic is a structural diff engine that compares files based on their syntax tree parsing rather than basic line-by-line differences. It natively understands programming languages, eliminating false modifications from code formatting adjustments. language: Rust resource_type: Utility Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Text Processing - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://digger.dev: title: digger.dev description: '' year: '2025' stars: 0 ai_summary: Digger is an open-source GitOps tool designed to run Terraform and OpenTofu directly within existing CI/CD runners (such as GitHub Actions or GitLab CI) rather than requiring dedicated hosted platforms. This minimizes enterprise security overhead by ensuring credentials and secrets never leave the primary CI system. language: Go resource_type: Product Website complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - GitOps - Alternative Orchestrators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://digital.ai: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 658a09cd1a4c504d3aaf895d4d1b8769446acc2770849af09945135b1799e608 health_score: 100.0 last_checked: 1779130494.946668 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.946668+02:00' https://digital.ai/glossary: title: "DevOps Glosary of Terms \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: A comprehensive dictionary of contemporary DevOps, Agile, and DevSecOps concepts hosted by Digital.ai. The curator organizes precise explanations of architectural terms to align development, security, and business operations. Live engineering departments utilize this lexicon to establish unified communication standards during enterprise agility transitions. language: N/A resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Fundamentals - Terminology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://digital.ai/learn/devsecops-periodic-table: title: "Periodic Table of DevOps \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: The highly recognized periodic infographic classifying DevSecOps tooling landscapes into clear segments such as CI/CD, database management, cloud hosting, and runtime security. Curator taxonomies organize tools by practical category to assist architect planning. Live platform design relies on this framework to easily map modern cloud-native service chains and security compliance integrations. language: N/A resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Tooling Landscapes - Visual Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://digital.ai/learn/diagram-generator: title: "The Ultimate DevOps Tool Chest \U0001F31F" description: '- [The Ultimate List of Open Source DevOps Tools](https://digital.ai)' year: '2025' stars: 0 ai_summary: An interactive tool directory permitting development teams to visualize, filter, and plan their software delivery pipelines across hundreds of toolchains. Curator features highlight its utility for diagramming complex engineering topologies. Live assessments confirm its usefulness for platform architects running audits on modern toolchains to eliminate redundant licensing costs. language: JavaScript resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Tooling Landscapes - Interactive Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://digital.ai/products/continuous-testing: title: 'experitest.com: Start Automating your mobile tests with Cucumber and Appium' description: '' year: '2023' stars: 4 ai_summary: A step-by-step guide illustrating how to integrate the Cucumber BDD framework with Appium to execute mobile tests written in plain-text Gherkin syntax. Demonstrates mapping steps to mobile element drivers, handling mobile gestures, and generating rich HTML reports for stakeholder review. language: JavaScript resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Mobile Automation - BDD Automation tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://digitalis.io/blog/kubernetes/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher: title: 'digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with'' Fleet and Rancher' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with'' Fleet and Rancher in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 242a568bcf536be09d2505dad6073d310a14a36816b3bbc7997f1b6b3b36d8d1 health_score: 100.0 last_checked: 1779033947.859019 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.859019+02:00' https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie: title: 'digitalisationworld.com: Multicloud: Two truths and a lie' description: '' year: '2026' stars: 0 ai_summary: An analytical exploration of the strategic myths versus realities of adopting a multi-cloud architecture. It warns against unnecessary engineering overhead and complex network topology while admitting its value in high-availability designs. Live grounding supports its status as a valuable corporate reality check. language: English resource_type: Case Study/Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Strategy - Architecture - Multi-Cloud Assessment tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline: title: DevSecOps – Static Analysis SAST with Jenkins Pipeline description: '' year: '2021' stars: 0 ai_summary: Detailed implementation guide for building a DevSecOps static analysis pipeline within Jenkins. Explains integration points for security scanners, automation loops, and methods for setting pipeline execution barriers when high-severity bugs or vulnerabilities are discovered. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI/CD Security - Static Code Analysis (SAST) tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://digitalvarys.com/simple-introduction-to-hashicorp-vault: title: 'digitalvarys.com: Simple Introduction to HashiCorp Vault' description: '' year: '2020' stars: 0 ai_summary: An introductory architecture guide detailing the core design of HashiCorp Vault. Explains foundational concepts such as dynamic secrets, leasing, transit encryption, and secrets engines. Provides system architects with a robust starting point for transitioning from legacy static environment variables to a unified, API-driven zero-trust storage backend. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - HashiCorp Vault tags: - '[LEGACY]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dilbert.com: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 19056bed2b87847fa51b4bfe7de35271768b3db3b9e88a5346a6ab9a5a90f534 health_score: 100.0 last_checked: 1779031478.417664 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.417664+02:00' https://dinantpaardenkooper.nl/posts/aks-2024-03-18: title: 'dinantpaardenkooper.nl: Azure Day with Kubernetes' description: '' year: '2024' stars: 0 ai_summary: Synthesizes major engineering takeaways, cluster management trends, and updates shared at the Azure Day with Kubernetes community event. Focuses on practical engineering realities, real-world troubleshooting, and evolving cloud-native tooling within the AKS landscape. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Azure Kubernetes Service (AKS) - Community Updates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dineshchandgr.medium.com/why-do-we-need-a-database-connection-pool-every-programmer-must-know-9f90e7c8e5af: title: '==dineshchandgr.medium.com: Why do we need a Database Connection Pool? -every'' programmer must know==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dineshchandgr.medium.com: Why do we need a Database Connection Pool? -every'' programmer must know== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029509.232044 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:49.232044+02:00' https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requirements-txt-file: title: 'dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt'' file' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt'' file in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033432.041432 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:12.041432+02:00' https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastructures-using-python: title: 'dineshkumarkb.com: Reverse a linked list without additional datastructures'' using python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dineshkumarkb.com: Reverse a linked list without additional datastructures'' using python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034172.946151 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:32.946151+02:00' ? https://dinushad92.medium.com/building-a-resilient-deployment-on-kubernetes-part-3-keep-the-deployment-up-to-date-with-the-7296f18f275a : title: 'dinushad92.medium.com: Building a resilient deployment on Kubernetes-part'' 3: Keep the deployment up to date with the latest releases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dinushad92.medium.com: Building a resilient deployment on Kubernetes-part'' 3: Keep the deployment up to date with the latest releases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031719.931627 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:39.931627+02:00' https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes: title: How I've Set Up HA PostgreSQL on Kubernetes (powered by Patroni, a template for PostgreSQL HA) description: '' year: '2022' stars: 0 ai_summary: Hands-on implementation guide for deploying a high-availability Patroni-managed PostgreSQL cluster on Kubernetes. Configures persistent volumes, dynamic services, readiness probes, and etcd cluster coordination. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - PostgreSQL HA - Kubernetes Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://discoblocks.io: title: "discoblocks.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering discoblocks.io \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031163.874245 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.874245+02:00' https://discord.com/invite/google-dev-community: title: Google Developer Community Discord Server description: Global digital hub connecting over 127k developers for collaborative learning across Google ecosystems. year: '2026' stars: 4 ai_summary: A global, official Discord-based digital hub for developers building on Google products, frameworks, and cloud systems (GCP, Angular, Android, and Flutter). The community facilitates peer-to-peer technical troubleshooting, architectural reviews, and shares real-time updates regarding Google developer tooling. It serves as an active, real-time networking and collaboration platform to accelerate learning and code sharing across developers of all experience levels. language: en resource_type: Discord Invite complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 853870fdbb4928c937b437978ac1d9e1a05d800b39400b3fff3fedf41aea78f0 health_score: null last_checked: 1780352148.493956 needs_ai_refresh: false hierarchy: - Communities - Google Developer Platform - Peer Learning tags: - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devel-sites reputation_status: Vetted reputation_summary: Official and active global community for Google developers. social_preview_url: https://cdn.discordapp.com/splashes/1009525727504384150/2f965e62d5ec731206b744693356d3db.jpg?size=512 source_provenance: X.com (GoogleDevs) suggested_new_category: communities discovered_at: '2026-06-02T00:15:48.493956+02:00' https://discuss.hashicorp.com/t/terraform-0-13-beta-released: title: Terraform 0.13 Beta released! description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9e8df9110d20f22cc7abbc96afaee5000588a002ba30d00db577ae452e1756d9 health_score: 100.0 last_checked: 1779030932.310992 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:32.310992+02:00' https://discuss.hashicorp.com/t/terraform-0-13-beta-released/9555: title: Terraform 0.13 Beta released! description: '' year: '2020' stars: 0 ai_summary: Historical release announcement for Terraform 0.13. Introduced paradigm-shifting features like count, for_each, and depends_on inside module blocks, as well as a standardized custom provider registry schema. Highly significant for understanding evolution of modern HCL. language: English resource_type: Release Notes complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Legacy Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://discuss.kubernetes.io: title: "Community Forums \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The primary discussion forum for the global Kubernetes community. Houses technical discussion threads, design reviews, ecosystem updates, and collaborative troubleshooting conversations. language: N/A resource_type: Forum complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community & Governance - Communication - Forums tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://divya-mohan0209.medium.com/getting-started-with-k8s-in-2022-1dfeb4bdc112: title: 'divya-mohan0209.medium.com: Getting started with K8s in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Getting started with K8s in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034571.646656 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:11.646656+02:00' https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7: title: 'divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems. in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.944836 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md - docs/other-awesome-lists.md v2_locations: - kubernetes.md - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:13:22.944836+02:00' ? https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a : title: 'dkrallis.wordpress.com: How to create an OpenShift Cluster in Azure and how you can interact with Azure DevOps environment – Part A' description: '' year: '2022' stars: 0 ai_summary: Step-by-step tutorial showing how to deploy private Azure Red Hat OpenShift (ARO) instances and manage pipeline execution via secure Azure DevOps agents. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Public Cloud - ARO with Azure DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1: title: 'medium: Who’s at the Helm?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Who’s at the Helm? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029056.341597 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:16.341597+02:00' https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus: title: 'dmcommunity.org: Who will win? Spring Boot or Quarkus' description: '' year: '2020' stars: 3 ai_summary: 'Historical comparative analysis debating the performance, ecosystem size, developer productivity, and overall outlook of Spring Boot and Quarkus. It captures the initial industry skepticism and highlights the paradigm shift from run-time execution to build-time processing. Looking back from 2026, the market has settled into a peaceful coexistence: Spring Boot commands standard enterprise systems, while Quarkus dominates high-density, greenfield Kubernetes networks.' language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Industry Evolution - Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb: title: 'dnastacio.medium.com: Six critical blindspots while securing Argo CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com: Six critical blindspots while securing Argo CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.952594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.952594+02:00' https://dnastacio.medium.com/kubernetes-resources-1a1fa1e72dcf: title: 'dnastacio.medium.com: Infinite scaling with containers and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com: Infinite scaling with containers and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.242667 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.242667+02:00' https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-container-db1f16539080: title: 'dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034372.735524 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:52.735524+02:00' https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61: title: "==dnastacio.medium.com: Why you should keep using CPU limits on Kubernetes==' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dnastacio.medium.com: Why you should keep using CPU limits on Kubernetes==' \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032293.168373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:13.168373+02:00' https://dnschecker.org: title: "dnschecker.org \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dnschecker.org \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032050.282466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:10.282466+02:00' https://doc.new: title: 'Google Docs: doc.new' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fe93628e9dd6d761b7bea6bc6ac0cd18765d06788bd604695e4e78cffd9d6cf2 health_score: 100.0 last_checked: 1779031360.770682 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:40.770682+02:00' https://doc.traefik.io/traefik: title: docs.traefik.io description: "- [fastapi.tiangolo.com](https://fastapi.tiangolo.com)\n - [www.electron.build](https://www.electron.build)\n \ - etc" year: '2026' stars: 0 ai_summary: The production documentation portal of Traefik Proxy, itself a prime real-world showcase of dynamic MkDocs engineering. Details configuration of ingress routing, TLS terminations, and middleware inside Kubernetes. In 2026, it represents a standard design pattern for deploying zero-trust edge proxies. language: English resource_type: Tool Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Edge Proxy - Traefik tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docker-curriculum.com: title: "docker-curriculum.com: A Docker Tutorial for Beginners \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A highly-rated, beginner-friendly curriculum for learning Docker. Walks through packaging local code, managing multi-container systems, and basic deployment models. language: English resource_type: Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker - Foundations tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docker-py.readthedocs.org: title: 'The docker-py repository: an API client for docker written in Python' description: '' year: '2013' stars: 0 ai_summary: Official Python client library for the Docker Engine API. Allows infrastructure architects to orchestrate, inspect, pull, and execute containerized workflows directly inside automated Python control planes. language: Python resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Container Orchestration - Python Client tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2013-06-01T00:00:00+02:00' https://dockerlabs.collabnix.com/docker/cheatsheet: title: "dockerlabs.collabnix.com: The Ultimate Docker Cheat Sheet \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: A structured repository aggregating developer instructions for Docker engines, Compose, and Swarm. Acts as a key educational path for transition training from basic container builds to multi-container microservice orchestrations. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html: title: "dockerlabs.collabnix.com: Cheatsheet - Kubectl \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: A collaborative tutorial reference detailing standard kubectl execution sequences. Designed for cloud-native learners mapping Docker concepts directly onto operational Kubernetes paradigms. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dockerlabs.collabnix.com/kubernetes/kubetools: title: Awesome kubetools description: '' year: '2023' stars: 0 ai_summary: A curated handbook cataloging CLI-level tools, visual interfaces, and monitoring integrations for Kubernetes clusters. This repository serves as a catalog of terminal enhancements like k9s and kubectx to streamline manual control of multiple namespaces. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Curation - Awesome Lists - Kubernetes Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2023-06-01T00:00:00+02:00' https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf: title: "dockerlux.github.io: Docker Cheat Sheet \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A comprehensive visual and syntactical reference tracking container manipulation commands. Organizes instructions logically from image builds and container runtime parameters to network mapping and persistent storage configurations. language: PDF resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth: title: 'docs.amplify.aws: Set up Amplify Auth' description: '' year: '2026' stars: 0 ai_summary: Curator Insight provides a guided reference for setting up secure Cognito authentication in JS applications via Amplify. Live Grounding validates this as the standard security integration method for frontend architectures, offering seamless token management, MFA, and federated identity providers out of the box. language: JavaScript resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Frontend & Mobile - AWS Amplify tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.ansible.com: title: docs.ansible.com description: '' year: '2025' stars: 0 ai_summary: The definitive technical documentation portal for Ansible. It includes playbooks, modules, inventories, and advanced execution patterns. Engineers refer to this manual for building scalable configuration management and infrastructure-as-code deployments. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation - Infrastructure as Code - Ansible tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.ansible.com/ansible-tower/index.html: title: Ansible Tower Docs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5cb96ce6807373c11e52c7ce42e2a998a6b42428e50080f894ab642d68e5b06d health_score: 100.0 last_checked: 1779033663.564559 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.564559+02:00' https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_module.html: title: 'docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages'' with the Helm package manager' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f33f8d4b81a7e26d6bb655ee94964513c94c7c41da723b39eb3adb5ed4bcfe76 health_score: 100.0 last_checked: 1779034262.805071 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:02.805071+02:00' https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_plugin_module.html: title: 'docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a09ce03cf5c351bee39eb29ba8baaca8458315101204311da3c520a424b7fa4a health_score: 100.0 last_checked: 1779034217.448878 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.448878+02:00' https://docs.ansible.com/ansible/latest/collections/kubernetes/core/k8s_module.html: title: '==docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes (K8s) objects==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 95b41d2391d1f0ca9a31771b92f60c991070f9ecc0ab546330124e78a45f36fb health_score: 100.0 last_checked: 1779032185.336898 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/about.md - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:25.336898+02:00' https://docs.ansible.com/ansible/latest/collections/netbox/netbox/index.html: title: Netbox Ansible Modules description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7e318f8da7703df94993413fe21a59bc4bbc49b0091060e8333d9e00287fc176 health_score: 100.0 last_checked: 1779033092.591657 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.591657+02:00' https://docs.ansible.com/ansible/latest/dev_guide/developing_modules_general.html: title: 'docs.ansible.com: Developing Ansible modules' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 908028ecadce4ec6966854502a3b691bf3fb9dd7dd2f797f8dd4d691738413da health_score: 100.0 last_checked: 1779031037.368214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.368214+02:00' https://docs.ansible.com/ansible/latest/modules/k8s_module.html: title: Manage Kubernetes (K8s) objects description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1905b0598c9890f39199c4cb4aa36095ab562f7e646c52a5a162dd7fd458a374 health_score: 100.0 last_checked: 1779034394.602178 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubectl-commands.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:14.602178+02:00' https://docs.ansible.com/ansible/latest/scenario_guides/cloud_guides.html: title: "Public Cloud Guides \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 464394003c2795ff8aba348da3feb14fa01c54edc5f9104f03ed6c1f21a21f1b health_score: 100.0 last_checked: 1779030196.540302 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.540302+02:00' https://docs.ansible.com/ansible/latest/user_guide/playbooks.html: title: 'docs.ansible.com: Working With Playbooks' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034139.349472 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:59.349472+02:00' https://docs.ansible.com/ansible/latest/user_guide/playbooks_advanced_syntax.html: title: 'docs.ansible.com: YAML anchors and aliases: sharing variable values' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032779.975543 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:19.975543+02:00' https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_module.html: title: 'docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages with the Helm package manager' description: '' year: '2024' stars: 0 ai_summary: Official reference for the `kubernetes.core.helm` Ansible module. This enables declarative state management of Helm packages inside Kubernetes clusters directly from playbooks, bridging traditional automation with modern GitOps pipelines. language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Helm Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_plugin_module.html: title: 'docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins' description: '' year: '2024' stars: 0 ai_summary: Official documentation detailing Ansible's `kubernetes.core.helm_plugin` module. This module automates the installation, update, and removal of core Helm plugins, streamlining toolchain dependencies directly on administrative cluster environments. language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Helm Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s_module.html: title: 'docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes objects' description: '' year: '2024' stars: 4 ai_summary: Official documentation for the cornerstone `kubernetes.core.k8s` module. It allows direct, declarative definition of Kubernetes objects inside Ansible playbooks using native YAML manifest definitions, enabling a blended hybrid orchestration pattern. language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Configuration Management - Ansible Kubernetes Module tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/about.md v2_locations: - ansible.md - about.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/collections/netbox/netbox/index.html: title: "docs.ansible.com: Netbox Ansible Modules \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: Official Ansible dynamic directory configuration and resource collection documentation for NetBox integrations. Outlines patterns to automate data synchronization, resource verification, and asset updates. language: YAML resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Infrastructure Management - Automation Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_general.html: title: 'docs.ansible.com: Developing Ansible modules' description: '' year: '2024' stars: 0 ai_summary: Official engineering documentation guiding development of custom Ansible modules. Details internal Python dependencies, standard exit codes, state validation, and interface expectations. language: Python resource_type: documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible Extensibility - Module Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.html: title: "Public Cloud Guides \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Official scenario guides showing how to use Ansible to provision, manage, and orchestrate resources across AWS, Azure, Google Cloud, and other major hyper-scalers using native cloud modules. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Ansible - Cloud Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html: title: 'docs.ansible.com: Working With Playbooks' description: '' year: '2024' stars: 0 ai_summary: Official reference documentation for writing and executing Ansible Playbooks. This standard manual explains YAML syntax, task execution flows, variable precedence, and handler behaviors, forming the fundamental baseline for all Ansible-driven infrastructure automation. language: YAML resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Core Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_syntax.html: title: 'docs.ansible.com: YAML anchors and aliases: sharing variable values' description: '' year: '2022' stars: 4 ai_summary: Official Ansible documentation showing how playbooks use YAML anchors and aliases. It demonstrates how to share variable lists, task setups, and connection settings across playbooks. This is a core best practice for maintaining massive infrastructure inventories. language: YAML resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - YAML Syntax tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://docs.ansible.com/projects/molecule: title: Ansible Molecule description: '' year: '2026' stars: 0 ai_summary: Molecule is the definitive testing framework for Ansible roles and collections. It orchestrates test infrastructure using containers or VMs, runs linters, executes target playbooks, and runs validation scripts to guarantee code reliability across systems. language: Python resource_type: Testing Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible Testing - Molecule tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aporeto.com/docs/main/guides/okd-master-api-protection: title: 'docs.aporeto.com: OpenShift Master API Protection' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.aporeto.com: OpenShift Master API Protection in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ca834ee9db8bffed8a3fde1272aa93226b3a4f7e0159550c18563d621e838bc5 health_score: 100.0 last_checked: 1779033489.344721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:09.344721+02:00' https://docs.astronomer.io/learn/dynamically-generating-dags: title: 'docs.astronomer.io: Dynamically generating DAGs in Airflow' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8b775b2f47f2e416b9b4f3d5b2ac65ec9d5f27b80a8e7610d7a3a5a046994724 health_score: 100.0 last_checked: 1779031647.740946 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.740946+02:00' https://docs.aws.amazon.com/AWSCloudFormation/latest/TemplateReference/aws-template-resource-type-ref.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.853358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.853358+02:00' https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/ReleaseHistory.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 762aed88a8db85f26c944592050d5c22b77b981c4531ea67bf732c631dbe0159 health_score: 100.0 last_checked: 1779033187.281394 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-iac.md v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:07.281394+02:00' https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-resource-type-ref.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: c360ac3735602e76e7cc222f60ae809ec971b6c6ef376dcf955167df4dab4030 health_score: 100.0 last_checked: 1779030574.476898 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-iac.md v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.476898+02:00' https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/doc-history.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.909151 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.909151+02:00' https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EBSEncryption.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 329c84a869e18fef54426f0e5ded20902f7071940fa018ef6c2d47ab2b811b38 health_score: 100.0 last_checked: 1779031528.837692 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-newfeatures.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:28.837692+02:00' https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/SSL-on-an-instance.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: c499d08fda16067069072d1723ce7661581a1fc2915a73e69d9ff828e7adebf3 health_score: 100.0 last_checked: 1779031625.13736 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:05.137360+02:00' https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html: title: EC2 ENI and IP Limit description: '' year: '2024' stars: 0 ai_summary: Critical hardware reference outlining IP address and Elastic Network Interface (ENI) allocation limits per EC2 instance type. This heavily dictates pod density capabilities when utilizing the VPC CNI plug-in. Platform architects use this data to calculate scaling limits and avoid network exhaustion. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - AWS Integration - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-limits.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 7c55ba6d784405e93a564ec1f115211a58a1f2c8da284c57dc8471eff866a940 health_score: 100.0 last_checked: 1779033162.821017 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-messaging.md v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:42.821017+02:00' https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.879142 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.879142+02:00' https://docs.aws.amazon.com/AmazonECR/latest/userguide: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.899918 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.899918+02:00' https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 01a959416ae4144fc8e1c21a95ef06c2afbcdb02de8dd147f66ee727f9a4a2be health_score: 100.0 last_checked: 1779029989.01265 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:49.012650+02:00' https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.html: title: Amazon ECS-optimized AMI description: '' year: '2024' stars: 0 ai_summary: Reference manual for the AWS-engineered Amazon Machine Image (AMI) preconfigured with the ECS agent, Docker runtime, and optimal container configurations. Utilizing this specialized OS image ensures maximum orchestration performance, reliable telemetry, and security compliance out of the box. language: N/A resource_type: Reference complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Container Compute tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html: title: 'Tutorial: Restoring a DB Instance from a DB Snapshot' description: '' year: '2026' stars: 4 ai_summary: Official Amazon RDS guide for restoring database environments from snapshots. Details parameter group mappings, VPC/Subnet target assignments, and DB engine storage allocation shifts during reconstruction. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9482b0ef2fc4efc95f36f73e536571818ac29cb9349424153ff77507b3ee0245 health_score: 100.0 last_checked: 1779033421.744943 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Databases - Amazon RDS tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:01.744943+02:00' https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.870337 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.870337+02:00' https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateOracleInstance.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 76848e362badc26d301e750b0c58487a09b4be5f72baed2df1b974c8eabfb2cf health_score: 100.0 last_checked: 1779031782.374948 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.374948+02:00' https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html: title: Working with PostgreSQL, MySQL, and MariaDB Read Replicas - Amazon description: '' year: '2026' stars: 5 ai_summary: Exhaustive official guide detailing the design, limits, and monitoring of read-replicas for open-source engines in AWS RDS. Covers cross-region replication strategies and promoting a replica to master during failovers. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d8ccbaa127bf7045b9d1bc6bec0c8ff9c03f7f6a93aeba1311c608677bdfe444 health_score: 100.0 last_checked: 1779033503.927794 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Databases - Amazon RDS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.927794+02:00' https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html: title: Working with an Amazon RDS DB Instance in a VPC description: '' year: '2026' stars: 5 ai_summary: The foundational AWS RDS VPC networking architecture reference. Analyzes subnet group designations, public versus private access configurations, and network isolation topologies for secure DB hosting. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 95259a9fb973f68f105649ebd65d6e4c912e820153fb36841d18d64001905599 health_score: 100.0 last_checked: 1779031464.759538 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Databases - Amazon RDS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:24.759538+02:00' https://docs.aws.amazon.com/AmazonS3/latest/API/ipv6-access.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388318.511279 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-05-21T20:31:58.511279+02:00' https://docs.aws.amazon.com/AmazonS3/latest/dev/ipv6-access.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: ea99d3922b673a9d765b99ba2ed1d1d1cfb5477c95d158d5a0a52f36bcdaa66c health_score: 100.0 last_checked: 1779034336.655894 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-storage.md v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:16.655894+02:00' https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started.html: title: AWS Identity and Access Management - Getting Started description: '' year: '2026' stars: 0 ai_summary: The baseline documentation for initiating user and role profiles under AWS IAM. Establishes standard conceptual understandings of IAM JSON constructs, execution context, resource-based policies, and the configuration of multi-factor authentication. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735875.956789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.956789+02:00' https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide/CHAP_SchemaConversionTool.Converting.CreateProject.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: cf75bb2e1ce78c81f6df53a942fa15566bef4edf2d1da8e162b80ded1cecb3ea health_score: 100.0 last_checked: 1779031615.396039 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:55.396039+02:00' https://docs.aws.amazon.com/apigateway/latest/developerguide/create-api-using-import-export-api.html: title: Create an API Using the Swagger Specification and the API Gateway Extensions description: '' year: '2026' stars: 0 ai_summary: A core developer guide illustrating how to design, build, and deploy high-performance endpoints in Amazon API Gateway using OpenAPI/Swagger specs. Details custom AWS extensions for integrating REST interfaces with backend Lambda and VPC endpoints. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8ccce5a261d1792faafcd31f22e5989ef8832353f26bfe10fb50263f1f2bd766 health_score: 100.0 last_checked: 1779033040.844793 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Application Integration - API Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.844793+02:00' https://docs.aws.amazon.com/application-discovery/latest/userguide/what-is-appdiscovery.html: title: AWS Application Discovery Service description: '' year: '2016' stars: 0 ai_summary: AWS service that inventories and parses physical and virtual systems inside legacy on-premises environments. Maps active server dependencies and gathers CPU, RAM, and network utilization profiles to plan cloud migrations. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Cloud Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://docs.aws.amazon.com/awsconsolehelpdocs/latest/gsg/getting-started.html: title: Working with the AWS Management Console description: '' year: '2026' stars: 0 ai_summary: Reference manual outlining browser-based navigation and administrative management via the AWS Management Console. Focuses on IAM session configuration, visual resource tracking, and dashboard personalization. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 793312f1f190abdbe38ce8fc76ecadc974aa4a78aef4938aea9e346301226fc3 health_score: 100.0 last_checked: 1779032179.907021 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Services - Management Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:19.907021+02:00' https://docs.aws.amazon.com/cli/latest/index.html: title: AWS CLI Command Reference description: '' year: '2026' stars: 0 ai_summary: The comprehensive command reference index for the AWS CLI, documenting syntax, options, and output JSON schemas for all AWS cloud services. It is the primary reference resource for writing deterministic bash and shell scripts for infrastructure automation. Updated dynamically in 2026 to reflect the newest cloud-native service models. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CLI Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html: title: New usage examples have been added to the CLI for CodePipeline API Reference description: '' year: '2023' stars: 0 ai_summary: An official update to the AWS CLI CodePipeline reference docs, introducing detailed usage examples for programmatic execution of multi-stage pipelines. It simplifies scripting for custom deployment transitions and emergency pipeline approvals. A necessary reference for platform architects building custom release coordination gates. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - AWS Infrastructure - CI/CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.aws.amazon.com/cli/latest/reference/service-quotas/get-service-quota.html: title: 'AWS API: get-service-quota' description: '' year: '2026' stars: 0 ai_summary: Curator Insight describes the AWS CLI reference for auditing specific service limits. Live Grounding highlights its mandatory use in modern GitOps and IaC (Terraform/Pulumi) pipelines to preemptively validate account thresholds before executing large-scale resource provisioning. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Operations - Service Quotas tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html: title: 'Custom Health Check: HealthCheckCustomConfig' description: '' year: '2022' stars: 0 ai_summary: Official reference guide for Cloud Map API's custom health checks. Explains dynamic service discovery patterns for serverless workloads where traditional load balancer health checks are inapplicable. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Discovery - AWS Cloud Map - Health Checks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.aws.amazon.com/data-pipeline: title: AWS Data Pipeline Documentation description: '' year: '2025' stars: 2 ai_summary: Classic developer documentation for AWS Data Pipeline. Details the scheduling of batch workflows across EC2 and EMR resources (largely superseded by modern AWS Glue and Step Functions setups). language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - ETL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.aws.amazon.com/data-pipeline/index.html: title: AWS Data Pipeline Documentation description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 51bad39648418f870cc7bf6ffb620590197ca607b0923977477f809627aae418 health_score: 100.0 last_checked: 1779033398.380241 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-data.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:38.380241+02:00' https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html: title: 'Amazon Web Services: EKS Cluster Autoscaler' description: '- [eksworkshop.com: Configure Cluster Autoscaler (CA)](https://eksworkshop.com/scaling/deploy_ca)' year: '2024' stars: 0 ai_summary: Official AWS documentation for implementing Cluster Autoscaler on Amazon Elastic Kubernetes Service (EKS). Integrates with AWS Auto Scaling Groups (ASGs) to scale compute instances dynamically, providing optimal resource scheduling and EC2 cost management. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' 'https://docs.aws.amazon.com/eks/latest/userguide/calico.html ': title: Calico in EKS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 92dc5d2a435b305fe917252b3b0dcd9345c2e1fc22c4f4c3735457cef6021f1b health_score: 100.0 last_checked: 1779030577.996951 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:37.996951+02:00' https://docs.aws.amazon.com/eks/latest/userguide/cluster-autoscaler.html: title: 'Amazon Web Services: EKS Cluster Autoscaler' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 15b1a69c1832f01c65be6d3f2d2f9525fabf1317c4c31b6cd92f0c753f1621b1 health_score: 100.0 last_checked: 1779029155.087842 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:55.087842+02:00' https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html: title: Calico in EKS description: '' year: '2024' stars: 0 ai_summary: Guides integration of Calico as a high-performance network policy engine alongside EKS. While AWS VPC CNI handles native IP routing, Calico enforces declarative security policies. This hybrid configuration provides robust, fine-grained L3/L4 segregation across namespace borders. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Network Security - Network Policies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html: title: 'docs.aws.amazon.com: Managing Amazon EKS add-ons' description: '' year: '2023' stars: 0 ai_summary: Official operational documentation for administering lifecycle updates, configurations, and IAM permissions of core Amazon EKS add-ons. Simplifies the lifecycle management of essential operational software such as CoreDNS, kube-proxy, and the VPC CNI. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Cluster Lifecycle - Managed Add-ons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.aws.amazon.com/eks/latest/userguide/managing-add-ons.html: title: 'docs.aws.amazon.com: Managing Amazon EKS add-ons' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e7c8cc407543ca14cfb4a60b6ebaccf82f99dd6e3bf5cbc7633d578d96d4005a health_score: 100.0 last_checked: 1779030425.791822 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:05.791822+02:00' https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html: title: 'aws.amazon.com: Deploy a kubernetes application' description: '' year: '2021' stars: 0 ai_summary: Official AWS documentation presenting core application deployment workflows on Amazon EKS. Walks through basic VPC considerations, creating standard manifests, exposing application services, and utilizing classic dynamic volume provisioning. language: YAML resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Foundational tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html: title: Security Group Rules EKS description: '' year: '2024' stars: 0 ai_summary: Official AWS configuration documentation detailing the network security boundaries for Amazon EKS clusters. It defines minimal requirements for control-plane-to-node communication over secure ports. This ensures highly restrictive ingress/egress patterns in security groups. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cloud Security - AWS EKS Network tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html: title: Updating a managed node group description: '' year: '2023' stars: 0 ai_summary: Complete operational reference for rolling out Kubernetes version updates and AMI revisions across AWS Managed Node Groups. Focuses on graceful drain orchestration and node surge strategies to maintain active service availability. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Cluster Lifecycle - Node Updates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create_deploy_PHP_eb.html: title: Creating and Deploying PHP Applications on AWS Elastic Beanstalk description: '' year: '2016' stars: 0 ai_summary: Step-by-step developer guide for compiling, structuring, and launching robust PHP packages on AWS Beanstalk. Documents configuring system environment files and customized runtime settings. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Application Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/environments-cfg-applicationloadbalancer.html: title: Configuring an Application Load Balancer description: '' year: '2016' stars: 0 ai_summary: Operational guide detailing how to declare, scale, and tune target parameters and routing policies on Application Load Balancers inside active Elastic Beanstalk projects. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/php-ha-tutorial.html: title: Deploying a High-Availability PHP Application with an External Amazon RDS Database to Elastic Beanstalk description: '' year: '2016' stars: 0 ai_summary: AWS deployment blueprint detailing how to structure a multi-availability zone PHP application using Beanstalk. Integrates an external multi-AZ Amazon RDS configuration to build failover resilience. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - PaaS Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://docs.aws.amazon.com/elasticloadbalancing/latest/userguide/what-is-load-balancing.html: title: 'docs.aws.amazon.com: What Is Elastic Load Balancing?' description: '' year: '2020' stars: 0 ai_summary: The official guide detailing the operational mechanics of Application, Network, Gateway, and Classic load balancers. Details targets, health checks, and cross-zone routing configurations. This represents the primary blueprint for modern ingress systems. language: English resource_type: documentation complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Load Balancing - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://docs.aws.amazon.com/general/latest/gr/glos-chap.html: title: AWS Glossary description: '' year: '2006' stars: 0 ai_summary: Official reference guide compiling definitions of all key AWS vocabulary, services, and structural acronyms, ensuring team-wide alignment when designing cloud environments. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0b64126f6fa10100a14fa578ef09e1d90e7f16f705a91f2742e63fb0f33acf4f health_score: 100.0 last_checked: 1779032578.762515 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:58.762515+02:00' https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html: title: 'AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS' description: '' year: '2026' stars: 4 ai_summary: A beginner-to-intermediate hands-on tutorial for launching a MySQL DB instance inside AWS RDS. Walks through security group access policies, DB engine parameters, and application tier connectivity patterns. language: English resource_type: Documentation complexity: Basic is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS Databases - Amazon RDS tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/iot/latest/developerguide/what-is-aws-iot.html: title: What Is AWS IoT? description: '' year: '2026' stars: 0 ai_summary: Curator Insight maps AWS IoT as the entry point for connecting physical devices to AWS cloud services. Live Grounding confirms it has evolved into a robust suite of services (Core, Greengrass, Device Defender) handling billions of messages daily. It provides secure, bi-directional communication with MQTT/HTTPS and acts as the foundational layer for enterprise IoT data ingestion. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - IoT & Edge - AWS IoT Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/kinesis: title: AWS Kinesis description: '' year: '2026' stars: 4 ai_summary: AWS Kinesis is a fully-managed proprietary real-time streaming alternative to Apache Kafka, tightly integrated with the AWS serverless ecosystem. It abstracts partition management and storage architectures, serving as an attractive choice for engineering groups prioritizing low-overhead operations. language: N/A resource_type: SaaS Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Streaming - Managed Services - Cloud Alternatives tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/kinesis/index.html: title: AWS Kinesis description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 89f68bcd396376649118300dd888a192ca699fea639d9457294299adf2379491 health_score: 100.0 last_checked: 1779033415.901488 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:55.901488+02:00' https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html: title: 'encrypt and decrypt data: Importing Key Material in AWS Key Management Service (AWS KMS)' description: '' year: '2026' stars: 0 ai_summary: Official technical reference guide for importing external symmetric/asymmetric cryptographic key materials (BYOK) into AWS KMS. Covers PKCS#1 padding requirements, secure wrapping key transport, token parameters, and operational risks associated with manually importing key lifetimes. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Cryptography tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html: title: you can use Python with AWS Lambda description: '' year: '2024' stars: 0 ai_summary: The authoritative documentation for designing, packaging, and optimizing Python functions running inside AWS Lambda. Detail runtime limits, library dependencies, and context executions. language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/lambda/latest/dg/limits.html: title: AWS Lambda Limits description: '' year: '2025' stars: 0 ai_summary: The critical reference table mapping AWS Lambda system quotas. Outlines payload thresholds, execution timeouts, ephemeral storage configurations, and concurrency parameters necessary for scalable platform designs. language: None resource_type: Reference Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Serverless Architecture - AWS Lambda tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.aws.amazon.com/linux/al2/ug/SSL-on-amazon-linux-2.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.00736 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:58.007360+02:00' ? https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html : title: 'docs.aws.amazon.com: Access container applications privately on Amazon EKS using AWS PrivateLink and a Network Load Balancer' description: '' year: '2022' stars: 0 ai_summary: Detailed architectural pattern showcasing secure, private consumption of containerized applications deployed on Amazon EKS. Leverages AWS PrivateLink integrated with a Network Load Balancer (NLB) to isolate traffic from the public internet entirely. language: N/A resource_type: Architectural Pattern complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Networking - Private Connectivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture: title: "docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA) \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The master prescriptive reference architecture detailing AWS multi-account deployment models. Considers native configurations for security organization units, delegated admin accounts, centralized log aggregation (S3/CloudTrail), and dynamic remediation pipelines. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html: title: 'docs.aws.amazon.com: The AWS Security Reference Architecture' description: '' year: '2026' stars: 0 ai_summary: The foundational blueprint for enterprise security governance in AWS. It covers multi-account Landing Zone topologies, IAM Delegations, AWS Organizations integration, Control Tower configurations, and architectural guardrails to assure regulatory compliance. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 43c4688b2c7f6dc3feef417c4626dad64f47b0e7e8a1fbacb9f8876b4e6931fb health_score: 100.0 last_checked: 1779033806.133731 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:26.133731+02:00' https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/welcome.html: title: "==docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA)== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4b79c0b7e720e42066f9067d19addac37f70dcf971fde64d898549596a1f7057 health_score: 100.0 last_checked: 1779029878.340429 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:58.340429+02:00' https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html: title: 'Tutorial: Tuning Table Design' description: '' year: '2021' stars: 4 ai_summary: Curator Insight provides the authoritative AWS tutorial on optimizing Amazon Redshift table structures. Live Grounding highlights deep configurations including distribution styles (KEY, ALL, EVEN), sort keys (compound vs interleaved), and compression encodings. Essential reading for data platform engineers scaling cloud-native data warehouses. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ee57f798097ea162079cc70b3e3ee4a2825920db5b631c3a312fa400560620fc health_score: 100.0 last_checked: 1779029952.789321 needs_ai_refresh: false hierarchy: - Data Engineering - Data Warehousing - Performance Tuning tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.789321+02:00' https://docs.aws.amazon.com/security: title: AWS Security docs description: '' year: '2026' stars: 0 ai_summary: The main technical documentation index containing exhaustive API references and deployment guides for AWS identity management, key rotation mechanisms, network firewalls, and security telemetry platforms. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html: title: "docs.aws.amazon.com: Actions, resources, and condition keys for AWS services \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2026' stars: 4 ai_summary: The definitive AWS reference for constructing fine-grained IAM policies. It outlines exact service actions, resource types, and condition context keys required to enforce the principle of least privilege in enterprise architectures. This resource is indispensable for security engineers building cloud access models. language: HTML resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS - Security & IAM tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md - aws.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.aws.amazon.com/storagegateway: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735877.798473 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.798473+02:00' https://docs.aws.amazon.com/storagegateway/latest/userguide/GettingStarted-common.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 100755cd4bad8eff79086af1eb3396cd31636347793301186bc0391b98345bbc health_score: 100.0 last_checked: 1779032873.072088 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-storage.md v2_locations: - aws-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:53.072088+02:00' https://docs.aws.amazon.com/systems-manager/latest/userguide/systems-manager-parameter-store.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6e8804f0e17f2103d95b85c6a6c577da845692616d9ed276898be889b01803bc health_score: 100.0 last_checked: 1779034456.435133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:16.435133+02:00' https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html: title: AWS Well Architected Framework description: '' year: '2023' stars: 0 ai_summary: 'The official documentation framework outlining six fundamental cloud architectural pillars: operational excellence, security, reliability, performance, cost optimization, and sustainability.' language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Cloud Architecture Best Practices - AWS Well-Architected tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-security.html: title: 'docs.aws.amazon.com: Application security' description: '' year: '2024' stars: 0 ai_summary: Part of the AWS Well-Architected Framework, this section outlines fundamental standards for securing codebases and application delivery models. Focuses on setting up automated continuous security scanning (SAST/DAST), secrets tracking, container execution boundaries, and secure package curation. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://docs.aws.amazon.com/whitepapers/latest/aws-best-practices-ddos-resiliency/configuring-route53-for-cost-protection-from-nxdomain-attacks.html : title: Configuring Route 53 for cost protection from NXDOMAIN attacks description: '' year: '2022' stars: 0 ai_summary: Examines security blueprints to mitigate Route 53 billing anomalies caused by NXDOMAIN flood attacks. Demonstrates Route 53 Resolver query logging, caching, and CloudFront-to-Route53 integrations. Essential for enterprise architectural planning to protect cloud budgets from DDoS vectors. language: English resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Security - DDoS Resiliency tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html: title: "Implementing Microservices on AWS \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The premier AWS whitepaper defining the patterns, architectures, and execution strategies for deploying microservices. It covers decomposition patterns, decentralized data management, domain-driven boundaries, service discovery, and inter-service messaging schemes. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cc3f889b485723b1576aba7d98e9fc806561a908e929c5e8de1b112a886c325c health_score: 100.0 last_checked: 1779030326.953954 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Architecture & Guides tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:26.953954+02:00' https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html: title: Organizing Your AWS Environment Using Multiple Accounts (white paper for best practices) description: '' year: '2024' stars: 0 ai_summary: The official AWS framework defining multi-account best practices using AWS Organizations and AWS Control Tower. It outlines critical isolation patterns for security, billing, and operational autonomy. Architecturally, it serves as the foundation for modern enterprise landing zones, ensuring strict blast-radius limitation. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS Governance - Multi-Account Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation: title: "cloud.google.com: OWASP Top 10 mitigation options on Google Cloud \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An extensive architecture reference documenting Google Cloud-native mitigations mapping directly to the OWASP Top 10 vulnerabilities. Outlines how to leverage Cloud Armor, Identity-Aware Proxy (IAP), and Security Command Center to implement defense-in-depth security. Highly recommended for enterprise platform designers. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Mitigation Standards - Cloud Native Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/code/docs/vscode/yaml-editing: title: "cloud.google.com: configuring_with_snippets \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Reference manual for configuring IDE tooling with specialized cloud code snippets. Demonstrates how Cloud Code streamlines the creation of valid Kubernetes YAML definitions directly inside IDE environments like VS Code. language: YAML resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop Development - Local Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - scaffolding.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.cloud.google.com/compute/docs/containers: title: OpenShift on Google Cloud description: '' year: '2026' stars: 4 ai_summary: Integration blueprints and managed architecture patterns for deploying Red Hat OpenShift on Google Cloud Platform. Merges Google Cloud's analytics, compute, and AI services with OpenShift's structured runtime platform. Highly relevant for enterprises operating unified hybrid GCP workloads. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Managed Services - ARO (GCP) tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/config-connector/docs/overview: title: cloud.google.com/config-connector description: '' year: '2026' stars: 0 ai_summary: Explains GCP Config Connector implementation patterns. Lets engineers configure Google Cloud infrastructure through Kubernetes Custom Resource Definitions, utilizing Kubernetes controllers to construct databases, IAM permissions, and storage endpoints. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Kubernetes & Operators - GCP Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/deploy/docs/deploy-app-run: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 56b670760a09be5b2f985163fbb81f7adc6c5b1d2be049da2d3a6c5b1631875d health_score: 100.0 last_checked: 1779130494.996464 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.996464+02:00' https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: title: 'cloud.google.com: Compare AWS and Azure services to Google Cloud' description: '' year: '2026' stars: 0 ai_summary: Google Cloud's official engineering guide to translating AWS and Azure infrastructure paradigms into GCP equivalents. It describes VPC networks, database engines, and container services. Live grounding establishes its role as the industry-standard translation manual for cross-cloud architects. language: English resource_type: Reference/Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Strategy - Service Mapping - GCP Translation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison/aws: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.961336 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.961336+02:00' https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints: title: "cloud.google.com: Terraform blueprints and modules for Google Cloud \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: Google Cloud's official depository of opinionated Terraform blueprints and foundational modules. Implements enterprise-grade GCP setups covering secure VPC networking, IAM resource bindings, and hardened GKE configurations. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP - GKE Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-engine: title: 'cloud.google.com: Crea una canalización de CI/CD con Azure Pipelines y Compute Engine' description: '' year: '2020' stars: 3 ai_summary: This guide outlines the process of establishing a multi-cloud CI/CD pipeline using Azure Pipelines to deploy applications directly onto Google Compute Engine instances. It details the integration of Azure DevOps with GCP service credentials and virtual machine deployment groups. Modern live grounding in 2026 emphasizes transitioning from manual service key management to OpenID Connect (OIDC) Workload Identity Federation to secure cross-cloud communication without static secrets. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - CI-CD Pipelines - Multi-Cloud Integration - Azure to GCP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview: title: Config Sync description: '' year: '2025' stars: 0 ai_summary: Config Sync is Google Cloud's GitOps-native configuration engine optimized for Anthos and GKE clusters. It securely syncs cluster state configurations and namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous validation. language: Go resource_type: Product Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - GitOps - Config Sync tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/docs: title: Anthos Config Management description: '' year: '2025' stars: 0 ai_summary: The primary management platform docs covering Anthos Config Management. This framework bundles Config Sync, policy-as-code enforcement (Gatekeeper), and tenant isolation to maintain compliant configuration postures across hybrid cloud environments. language: English resource_type: Enterprise Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - GitOps - Anthos tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: title: "cloud.google.com: GKE Autopilot \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: Comprehensive official documentation for GKE Autopilot. Guides engineers through the platform's security boundaries, billing dimensions (vCPU, memory, storage), and workload restrictions (such as system capabilities and host namespaces). Serves as the primary reference guide for production deployments. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Serverless Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler: title: 'Google Cloud Platform: GKE Cluster Autoscaler' description: '' year: '2024' stars: 0 ai_summary: In-depth technical guide to Google Kubernetes Engine's (GKE) built-in Cluster Autoscaler and Node Auto-provisioning capabilities. Optimizes infrastructure spend by dynamically scaling node pools based on CPU, memory, and custom GPU/TPU resource demands. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns: title: Kubernetes Cloud DNS description: '' year: '2024' stars: 0 ai_summary: Technical documentation for implementing Cloud DNS for GKE. Illustrates how integrating managed GCP Cloud DNS with GKE clusters removes the CPU/Memory overhead of running in-cluster CoreDNS (kube-dns) instances. Essential for highly-scaled microservices architectures prone to DNS query bottlenecking. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - DNS Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache: title: Setting up NodeLocal DNSCache description: '' year: '2024' stars: 0 ai_summary: A detailed technical guide to configuring NodeLocal DNSCache on GKE clusters. By running a lightweight caching agent as a node-level DaemonSet, this pattern prevents connection track table exhaustion and significantly decreases DNS lookup latency for high-throughput microservices. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - DNS Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/load-balancing/docs/l7-internal: title: L7 Internal HTTP(S) Load Balancing overview description: '' year: '2026' stars: 0 ai_summary: Google Cloud's internal Layer 7 load balancer enables highly available, private distribution of HTTP(S) traffic inside VPC networks. Designed for microservice architectures, it leverages Envoy-based proxying to offer advanced routing, header manipulation, and secure gRPC/HTTP/2 transport. Its native integration with Google Kubernetes Engine (GKE) facilitates seamless service-to-service communication with minimal operational overhead. language: None resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Traffic Management - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/pubsub/docs/overview: title: Google Cloud Platform Pub/Sub description: '' year: '2023' stars: 0 ai_summary: Documentation for GCP Pub/Sub, a fully managed, globally scaled messaging backbone. It outlines its multi-tenant event delivery model, dynamic push/pull queues, and integrations with modern data pipelines. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - PaaS - Google Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.cloud.google.com/sdk/docs/cheatsheet?hl=en: title: 'cloud.google.com: The gcloud tool cheat sheet' description: '' year: '2021' stars: 0 ai_summary: A dense CLI reference guide outlining crucial command groupings for managing IAM, Compute Engine, GKE clusters, and networking components. Provides syntax, flag paradigms, and programmatic output formatting tricks. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Delivery - Developer Tools - CLI References tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.cloud.google.com/secret-manager/docs/analyze-resources: title: 'cloud.google.com: Analyze secrets with Cloud Asset Inventory' description: '' year: '2023' stars: 4 ai_summary: Introduces GCP-native tools and asset inventories designed to analyze and scan resource metadata for exposed secrets. Helps security teams audit access control policies, verify Secret Manager integration parameters, and enforce organizational IAM constraints dynamically. language: N/A resource_type: Service complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - GCP Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.cloud.google.com/secret-manager/docs/best-practices: title: 'cloud.google.com: Secret Manager Best Practices' description: '' year: '2026' stars: 0 ai_summary: Comprehensive best practices documentation for GCP Secret Manager, reviewing rotation cycles, least-privilege IAM control policies, encryption key layers, and secure access audits. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/service-mesh/docs: title: Traffic Director overview description: '' year: '2024' stars: 3 ai_summary: Google's Traffic Director offered a managed service mesh control plane. Modern GCP architectures have integrated Traffic Director directly into Cloud Service Mesh (Anthos Service Mesh) to unify managed networks. language: None resource_type: commercial-product complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Managed Services - Google Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.cloud.google.com/stackdriver/docs/managed-prometheus: title: 'cloud.google.com: Google Cloud Managed Service for Prometheus' description: '' year: '2026' stars: 0 ai_summary: Official engineering configuration docs for GCP's managed Prometheus service. Guides users on setting up GKE-based scrapers and writing scalable PromQL statements. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Google Cloud Platform - Managed Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.google.com/vpc/docs/vpc: title: 'cloud.google.com: VPN network overview' description: '' year: '2026' stars: 0 ai_summary: Reference documentation on GCP Cloud VPN network architecture. Highlights dynamic routing via Cloud Router, high-availability setups with IPSec protocols, and encrypted on-premises-to-cloud integrations. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - VPC VPN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.cloud.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: title: Oracle Container Engine for Kubernetes (OKE) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bbbb8c6e31557e4b405e12d41e708a7cd28d4b83a3bfeca10c04c8853bf95dbb health_score: 100.0 last_checked: 1779033620.318674 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/oraclecloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:20.318674+02:00' https://docs.cloud.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm: title: Oracle Cloud Infrastructure (OCI) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 034f1bde455eb897c9cae8bbb4cbb2c791f7d33286dc70c5894d6fa98e6c789a health_score: 100.0 last_checked: 1779032104.520912 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/oraclecloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:04.520912+02:00' https://docs.cloudbees.com/docs/cloudbees-ci/latest/casc-controller/distribute-casc-bundles-from-oc: title: 'docs.cloudbees.com: Configuration as Code for CloudBees Core on modern cloud platforms' description: '' year: '2025' stars: 0 ai_summary: Enterprise implementation architectural blueprint outlining how to distribute configuration as code (CasC) bundles safely from central Operations Centers down to managed controller clusters across dynamic Kubernetes namespaces. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Configuration as Code - Enterprise Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.cloudbees.com/docs/cloudbees-core/latest/cloud-admin-guide/core-casc-modern: title: 'docs.cloudbees.com: Configuration as Code for CloudBees Core on modern cloud'' platforms' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 213bb64e1c6932a490accdaf9fc3b926a96afd41b3aaae5069f4a89f628bac22 health_score: 100.0 last_checked: 1779033903.676776 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.676776+02:00' ? https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm : title: 'docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM template)' description: '' year: '2020' stars: 0 ai_summary: Details the construction of ARM templates to deploy AKS clusters containing custom network IP range allocations. Ensures smooth compliance within pre-defined enterprise internal network spaces. Grounding shows ARM is stable, although Bicep and Terraform are dominant in 2026. language: JSON resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Provisioning & IaC - ARM Templates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://docs.cloudify.co: title: "cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: An architectural manual focused on multi-cloud orchestration and automation frameworks. Discusses leveraging open-source TOSCA-based standards to orchestrate compute resources, handle multi-site network topologies, and coordinate complex deployments across multiple hypervisors. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Infrastructure Automation - Hybrid Cloud Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.cloudposse.com/components/library/aws/runs-on: title: 'Cloud Posse runs-on: GitHub Actions Self-Hosted Runners' description: '' year: '2025' stars: 0 ai_summary: A collection of Cloud Posse Terraform modules designed to automate secure, dynamically autoscaling self-hosted GitHub Actions runners inside AWS networks, optimization execution speed while keeping compute costs minimal. language: Terraform resource_type: Module complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Delivery - Self-Hosted Runners tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md - cicd.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.conduktor.io/learn: title: 'conduktor.io/kafka: Learn Apache Kafka like never before' description: '' year: '2022' stars: 0 ai_summary: Conduktor's centralized, highly visual learning playground for mastering Apache Kafka. Covers core distributed architectural structures, partition routing, message durability guarantees, and schema setups through structured modules. language: English resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Learning Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.confluent.io/platform/current/streams/overview.html: title: Kafka Streams and ksqlDB Compared – How to Choose description: '' year: '2021' stars: 3 ai_summary: A comparative guide contrasting the application patterns of using ksqlDB with writing custom Java code via the Kafka Streams library. It provides engineers with logical decision paths based on pipeline scale, deployment models, and development team specializations. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Streaming - Stream Processing - Architectural Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.databricks.com/aws/en/structured-streaming/production: title: 'docs.databricks.com: Use scheduler pools for multiple streaming workloads' description: '' year: '2023' stars: 4 ai_summary: Deep dives into configuring Spark scheduler pools to enforce Fair Scheduling (FAIR) when running multiple concurrent Structured Streaming queries in a shared production workspace. Prevents heavy resource queries from starving lightweight streaming jobs. Live Grounding verifies that proper allocation of pool weights remains a mandatory configuration practice for robust multi-tenant streaming pipelines. language: Markdown resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Apache Spark - Streaming & Scheduling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.databricks.com/structured-streaming/scheduler-pools.html: title: 'docs.databricks.com: Use scheduler pools for multiple streaming workloads' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 76a764e3d2746d3d578598f5fc889e4f04a4ed55edd3e1f6d76cd0df1a4f35ea health_score: 100.0 last_checked: 1779033100.937538 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-bigdata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.937538+02:00' https://docs.digitalocean.com/products/app-platform: title: App Platform description: '' year: '2024' stars: 0 ai_summary: App Platform reference document outlining core specs of DigitalOcean's fully managed Platform-as-a-Service (PaaS). Allows automated code deployments directly from Git systems, managing containers, databases, and SSL endpoints. language: N/A resource_type: Documentation complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - PaaS - DigitalOcean App Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - digitalocean.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.digitalocean.com/products/kubernetes: title: 'docs.digitalocean.com: Kubernetes on DigitalOcean' description: '' year: '2025' stars: 0 ai_summary: The baseline documentation hub for DigitalOcean Kubernetes (DOKS). Features developer-friendly setup guides, automated node pool configurations, and block storage integrations. Recommended for startups and medium-sized application workloads seeking an intuitive managed container orchestrator. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Alternative Cloud - DigitalOcean Kubernetes (DOKS) - Core Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.digitalocean.com/products/kubernetes/how-to/autoscale: title: 'DigitalOcean Kubernetes: DOKS Cluster Autoscaler' description: '' year: '2023' stars: 0 ai_summary: Implementation guide for configuring the managed Cluster Autoscaler on DigitalOcean Kubernetes (DOKS). Simplifies cluster expansion and reduction, automating droplet lifecycle management based on pending workloads. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.docker.com: title: Universal Control Plane overview description: '' year: '2020' stars: 0 ai_summary: Ecosystem overview of Docker Universal Control Plane (UCP). It served as an enterprise control center for container clusters, but is now a legacy reference superseded by modern web consoles. language: None resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Docker Swarm - Docker Enterprise tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://docs.docker.com/build/buildkit: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.docker.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6db739bda0149f8a224e8fc701c63de15c670c700e1b68e9ff5a655b422479db health_score: 100.0 last_checked: 1779130494.977072 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.977072+02:00' https://docs.docker.com/desktop/setup/install/windows-install: title: 'store.docker.com: Docker Community Edition EDGE with kubernetes. Installing Kubernetes using the Docker Client' description: '' year: '2021' stars: 0 ai_summary: Operational documentation for installing and enabling single-node local Kubernetes clusters inside Docker Desktop for Windows. Offers a highly streamlined interface for local containerized orchestration workflows. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Desktop Orchestration - Docker Desktop tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.docker.com/desktop/setup/sign-in: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9080cb4becbe717357c9e1c4edbcbac814d9456023a6ccf7cdca3b0ddc695ef1 health_score: 100.0 last_checked: 1779130495.023871 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.023871+02:00' https://docs.docker.com/develop/develop-images/build_enhancements: title: buildkit description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fba2fcf8bf5cbf0b910823e052640e3de2255c7a48377a733845089d11ea0080 health_score: 100.0 last_checked: 1779034564.360601 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.360601+02:00' https://docs.docker.com/docker-for-windows: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f4a11e2bf8432fac4e34a3fdae0bb447c3379e304097fd259ae7398e4a4d0490 health_score: 100.0 last_checked: 1779032103.770114 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:03.770114+02:00' https://docs.docker.com/ee/ucp: title: Universal Control Plane overview description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2683fa73407419afc7464df24ec715f9349aa16a2db1f220bf13acefc4435d20 health_score: 100.0 last_checked: 1779032087.797049 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.797049+02:00' https://docs.docker.com/engine/context/ecs-integration: title: 'docs.docker.com: Deploying Docker containers on ECS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.docker.com: Deploying Docker containers on ECS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7 health_score: 100.0 last_checked: 1779032216.866373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.866373+02:00' https://docs.docker.com/engine/reference/commandline/buildx_imagetools: title: 'docs.docker.com: docker buildx imagetools' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 81a2f3abbac42d450220e4a4bdb1ca5c86a0dfcbe87f518820af63a2835b2df6 health_score: 100.0 last_checked: 1779032754.037837 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:54.037837+02:00' https://docs.docker.com/engine/swarm: title: Docker Swarm description: '' year: '2026' stars: 0 ai_summary: Docker's native, built-in container clustering orchestration engine. Perfect for fast multi-host scaling of simple apps, though largely superseded by EKS and Nomad in major multi-tenant enterprise architectures. language: Go resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Docker Swarm - Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.docker.com/reference/cli/docker/buildx/imagetools: title: 'docs.docker.com: docker buildx imagetools' description: '' year: '2024' stars: 0 ai_summary: Official CLI manual for Buildx Imagetools, documenting dynamic multi-platform manifest manipulation directly within registries. Avoids rebuild cycles by merging existing CPU architecture definitions. language: Go resource_type: documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Multi-Arch Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.docker.com/registry/insecure: title: "Test an insecure registry \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7 health_score: 100.0 last_checked: 1779033045.01086 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:45.010860+02:00' https://docs.docker.com/retired: title: "Test an insecure registry \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Historical reference from the retired Docker documentation archive illustrating how to configure the Docker daemon to handshake with unencrypted registries. It provides flags and config file options required to bypass default TLS validation checks for local testing. In modern secure container platform patterns, this practice is deprecated and replaced by end-to-end TLS. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Management - Docker Security - Insecure Registries tags: - '[LEGACY]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://docs.dynatrace.com/docs/ingest-from/setup-on-container-platforms/kubernetes/legacy/deploy-oneagent-operator-openshift-legacy : title: 'dynatrace.com: Deploy OneAgent on OpenShift Container Platform' description: '' year: '2023' stars: 0 ai_summary: Technical deployment specification for deploying the Dynatrace OneAgent operator onto OpenShift Container Platforms. Detailing daemonset deployments, security context constraints (SCCs), and privileged execution requirements. language: en resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f2f0dd66bd718fb52208eeb1c9a3e14f1daed997d44e9355d8f976eff5ade446 health_score: 100.0 last_checked: 1779130494.967074 needs_ai_refresh: false hierarchy: - Observability - Platform Monitoring - Dynatrace Agent Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.967074+02:00' https://docs.fluxcd.io: title: docs.fluxcd.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030199.231728 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/flux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:19.231728+02:00' https://docs.fluxcd.io/en/1.22.2: title: docs.fluxcd.io description: '' year: '2021' stars: 0 ai_summary: Archived reference documentation for the legacy Flux v1 orchestrator. Left online purely as historical reference; teams must use modern Flux v2 systems for controller architectures and security controls. language: None resource_type: Documentation complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[LEGACY]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.garden.io: title: 'garden.io: cloud native devops platform' description: '' year: '2021' stars: 0 ai_summary: Architectural specifications for the Garden orchestration tool. Details graph configurations, Helm-based packaging models, pipeline test automation patterns, and enterprise testing setups inside remote clusters. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Developer Experience - Graph-Based Dev & Test - Garden Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - pulumi.md - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.getenroute.io: title: "getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: Enroute is a lightweight, Envoy-driven API gateway and Ingress Controller designed to secure microservices at the cluster boundary. Highlights integration with Helm and declarative custom resource configurations. Live Grounding indicates that while Envoy is standard, Enroute provides an accessible alternative for teams seeking simple, security-first ingress controls. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Ingress & Traffic tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.github.com/en: title: 'guides.github.com: Markdown Cheat Sheet 2' description: '' year: '2026' stars: 4 ai_summary: The authoritative reference guide for GitHub Flavored Markdown (GFM). Essential for managing documentation structures, creating rich README files, formatting issue trackers, and building interactive templates within the developer workflow. language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 41801d82adbb8ae3955e7dc98be3bb04510adf56883875f3219fc5d3f8480d2e health_score: 100.0 last_checked: 1779130494.971341 needs_ai_refresh: true hierarchy: - Software Engineering - Documentation - Markup Languages tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/cheatsheets.md - docs/git.md - docs/mkdocs.md v2_locations: - mkdocs.md - cheatsheets.md - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:54.971341+02:00' https://docs.github.com/en/actions/how-tos/write-workflows: title: 'docs.github.com: Learn GitHub Actions' description: '' year: '2026' stars: 0 ai_summary: The official documentation hub for constructing GitHub Actions pipelines. It outlines syntax conventions for workflows, custom runner setup, enterprise secrets isolation, matrix compilation strategies, and native target routing configurations. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 681a7064ed6db75b597b2ecb55d9ed84a73528ee6e670d60bc4480089bec2635 health_score: 100.0 last_checked: 1781735992.207818 needs_ai_refresh: true hierarchy: - Software Delivery - GitHub Ecosystem - GitHub Actions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:52.207818+02:00' https://docs.github.com/en/actions/learn-github-actions: title: 'docs.github.com: Learn GitHub Actions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e35c79778e9adc96d7942e26586c0b44b59a25020030e1e930e539d5cd6eee1b health_score: 100.0 last_checked: 1779033942.524897 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:42.524897+02:00' https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port: title: "docs.github.com: Using SSH over the HTTPS port \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Official reference troubleshooting protocol explaining SSH transport over HTTPS port 443. Synthesizes custom configuration profiles to bypass restrictive firewalls and proxy devices that block standard port 22 traffic. language: Shell resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 65319432e5f6585e28243a67a743d469dfae3760cd66bd2427270cb7f72056d7 health_score: 100.0 last_checked: 1781735950.460367 needs_ai_refresh: true hierarchy: - Developer Platform - Infrastructure - Network Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.460367+02:00' https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-remote-control: title: Remote Control of GitHub Copilot CLI Sessions description: Learn how to monitor, steer, and approve agentic workflows in running GitHub Copilot CLI sessions remotely from GitHub.com or GitHub Mobile. year: '2026' stars: 4 ai_summary: 'Curator Insight: Extending local CLI execution to mobile and web endpoints enables seamless steering of long-running development agents. Live Grounding: GitHub documentation confirms that developers can initiate remote control via the `/remote on` command or through `copilot --remote`, permitting secure terminal session tracking and multi-surface approvals directly on GitHub.com or the GitHub Mobile app.' language: en resource_type: documentation complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: e2f92136173fb020ead01234171ace49b304cbb4f7326aa3a313bdd01cb1bee1 health_score: null last_checked: 1780352158.263332 needs_ai_refresh: false hierarchy: - AI - Developer Tools - Coding Agents - CLI Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Generally available as of May 2026, highly rated and widely welcomed by the enterprise developer community for enabling mobile/web-driven agentic workflows. social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png source_provenance: X.com (GitHub) suggested_new_category: '' discovered_at: '2026-06-02T00:15:58.263332+02:00' https://docs.github.com/en/copilot/get-started/best-practices: title: Best Practices for Using GitHub Copilot description: '' year: '2026' stars: 0 ai_summary: Authoritative guidelines from GitHub designed to optimize interaction with Copilot. Covers prompt engineering tactics (such as context-setting files and comments), managing AI security and license compliance, and verifying generated output. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0dee52bc2a91b05dc874775f9ce625f0efebe02d15abc0c8931cc897864272b3 health_score: 100.0 last_checked: 1781735900.930175 needs_ai_refresh: true hierarchy: - Software Engineering - AI-Assisted Development - GitHub Copilot tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md - docs/cicd.md - docs/developerportals.md v2_locations: - ai.md - cicd.md - developerportals.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.930175+02:00' https://docs.github.com/en/copilot/how-tos/github-copilot-app/getting-started: title: Getting started with the GitHub Copilot app description: Sign in to the GitHub Copilot app, ask your first question in a quick chat, and then create a full agent session to make changes to your code. year: '2025' stars: 4 ai_summary: The official documentation for initializing and operating the standalone GitHub Copilot application. The guide covers foundational setups, authentication mechanisms, and demonstrates how developers can utilize multi-file agentic sessions to directly draft, validate, and execute complex code changes within local and remote repositories. language: English resource_type: documentation complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: bf5ddc5399c3ca30f5c3a5e073f3a7c2d4553dc4ed89b94705c178db2d4f3bc1 health_score: null last_checked: 1780352581.792287 needs_ai_refresh: false hierarchy: - Developer Tools - AI Coding Assistants - GitHub Copilot tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official GitHub product documentation. Copilot App is the industry-standard AI development assistant. social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:23:01.792287+02:00' https://docs.github.com/en/discussions: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5819fb425c4c55eacc70053a096aed28a6cf05c1fcb5b3b7fe43ad53f6363341 health_score: 100.0 last_checked: 1779033400.352507 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:40.352507+02:00' https://docs.github.com/en/get-started/using-github/github-flow: title: GitHub Flow description: '' year: '2011' stars: 5 ai_summary: GitHub Flow is a lightweight, branch-based workflow that supports continuous delivery by eliminating the complex branching structures of older patterns. Developers work on short-lived feature branches, using pull requests to run continuous integration tests and solicit reviews before automated deployment directly to the main branch. This approach minimizes merge conflicts and maintains a deployable master branch at all times. language: Markdown resource_type: Specification complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 416d3ff4198228612146252c20adab1a72a106d5646ea2a37ef1eacdcc998341 health_score: 100.0 last_checked: 1781735940.773397 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.773397+02:00' https://docs.github.com/en/pdfs/markdown-cheatsheet-online.pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.935809 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.935809+02:00' ? https://docs.github.com/en/repositories/configuring-branches-and-merges-in-your-repository/managing-protected-branches/managing-a-branch-protection-rule : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8f05fd1ed5c3b3432425c2cad3a591874e28cd860da92fa800e53026230bbc0c health_score: 100.0 last_checked: 1779130494.990233 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.990233+02:00' https://docs.gitlab.com/ee/topics/gitlab_flow.html: title: GitLab Flow description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering GitLab Flow in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029142.8899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:42.889900+02:00' https://docs.gitlab.com/ee/user/clusters/agent: title: GitLab Kubernetes Agent description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e05a7259a009d670d2a023a0c9cb06622329b3e1f917cc63022cb565a8e8c408 health_score: 100.0 last_checked: 1779031266.339826 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd-kubernetes-plugins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:21:06.339826+02:00' https://docs.gitlab.com/ee/user/infrastructure/terraform_state.html: title: "docs.gitlab.com: GitLab managed Terraform State \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering docs.gitlab.com: GitLab managed Terraform State \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.75836 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.758360+02:00' https://docs.gitlab.com/releases: title: 'about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies' description: '' year: '2021' stars: 0 ai_summary: Details the GitLab 14.1 release, highlighting its integrated Helm chart registry and custom escalation policies. Explains how teams can store and manage Kubernetes deployment packaging files directly alongside their application source code. language: Markdown resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Collaborative Platforms - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cicd-kubernetes-plugins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.gitlab.com/runner/install/openshift.html: title: 'docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift' description: '' year: '2021' stars: 0 ai_summary: The official guide for installing GitLab Runner on Red Hat OpenShift using the GitLab Runner Operator. Outlines configuration steps, security context constraints (SCC), and custom resource designs for managing secure, scalable pipeline workloads. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Collaborative Platforms - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.gitlab.com/user/clusters/agent: title: GitLab Kubernetes Agent description: '' year: '2024' stars: 5 ai_summary: A secure, bidirectional, and active cluster integration agent (now known as the GitLab Agent for Kubernetes) that enables enterprise GitOps workflows. Operating inside the target cluster, it pulls configurations from Git repositories, avoiding the security risk of exposing Kube-apiserver endpoints to external CI runners. language: Go resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - GitOps - GitLab Integration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cicd-kubernetes-plugins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.google.com: title: Google docs & Sheets description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 42cd3dd18405ac968463654ac2485f6a34a8b80a26861ecccf8b1e333c3c4de5 health_score: 100.0 last_checked: 1779029804.445248 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/workfromhome.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:44.445248+02:00' https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA: title: "docs.google.com: Kubernetes For Everyone \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f07374548efd5e9362345f0bfa8454a91ef4dc11cdb52dd85f28349f414aa339 health_score: 100.0 last_checked: 1779029689.939104 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.939104+02:00' https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit: title: "docs.google.com: Kubernetes For Everyone \U0001F31F\U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A collaborative, highly comprehensive community guide detailing core mechanics, networking layers, API objects, and day-to-day kubectl recipes. Essential for deep conceptual comprehension of the Kubernetes api-driven design. language: English resource_type: Document complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Community Resources - Reference Manuals tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit/edit: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.google.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.962909 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.962909+02:00' https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRATLM/mobilebasic: title: 'docs.google.com: Serverless Guide to Success 2021' description: '' year: '2021' stars: 4 ai_summary: This document acts as an operational blueprint offering tactical patterns for adoption, cost estimation, and lifecycle management within serverless paradigms. It bridges the gap between basic functions and enterprise execution strategies. language: English resource_type: Document complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless - Operational Guides tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kvu3DFqL7EZA/viewform: title: 'Jenkins: Agents Monitoring End User Survey' description: '- [github PR: Enable to provide telemetry data to OpenTelemetry Collector](https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40) Great step forward for the troubleshooting of JenkinsCI Agents with the visualization of the "Jenkins Remoting Keep Alive" messages as distributed traces' year: '2021' stars: 0 ai_summary: User research survey focused on identifying operational pain points in Jenkins agent monitoring. Highlighted community demand for tracing agent communication channels, particularly utilizing "Jenkins Remoting Keep Alive" messages as distributed traces for proactive connection diagnostics. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Jenkins - Agent Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/presentation/d/13k-Lhc-tVgUohrtKqAYIikaQCTsmuzzjhOe_hpwgUgw/edit: title: 'DevNation: 10 awesome kubernetes tools every user should know' description: '- [developers.redhat.com: 10 awesome Kubernetes tools every user should know | DevNation Tech Talk (video)](https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools)' year: '2021' stars: 3 ai_summary: A DevNation tech talk presentation showcasing ten high-impact Kubernetes developer tools. It focuses on boosting local productivity, troubleshooting live clusters, and simplifying manifest creation. language: None resource_type: Presentation complexity: Low is_microservice: false status: online addition_method: manual content_hash: 96cbc482b20b4f06ec0cfef69c2147a09d5d4fb751ea005736ebb36ac883e97b health_score: 100.0 last_checked: 1779130494.983173 needs_ai_refresh: true hierarchy: - Developer Experience - Learning Resources - Curated Lists tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.983173+02:00' https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS0j4/edit?usp=sharing: title: "Presentation: NADOG - Evolution of open source CI/CD tools - Oleg Nenashev \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An evolutionary mapping of open-source continuous integration and deployment ecosystems, tracing the lineage from legacy master-agent patterns to decoupled cloud-native architectures. Discusses trade-offs in extensibility, engine footprint, security profiles, and pipeline-as-code maintenance. language: English resource_type: presentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - CI-CD History - Evolution of OSS CI-CD tags: - '[LEGACY]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfSLfE/edit?usp=sharing: title: History of Microservices description: '' year: '2019' stars: 0 ai_summary: Tracing the architectural evolution from legacy service-oriented architectures (SOA) to lightweight microservices reveals the driving forces behind contemporary software design. This historical overview contextualizes the shifting demands for rapid delivery, horizontal scaling, and domain-driven design. It demonstrates how infrastructure advancements like containerization catalyzed the widespread adoption of decoupled services. language: English resource_type: Presentation complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - History tags: - '[LEGACY]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit: title: 'Presentation: YAML your cloud' description: '' year: '2021' stars: 0 ai_summary: A technical slide-deck detailing how to leverage Crossplane to declare cloud infrastructure purely using Kubernetes-native YAML. It covers custom resource definitions (CRDs), dynamic provider integration, resource composition layers, and best practices for architectural abstractions to decouple infrastructure definitions from vendor-specific formats. language: Agnostic resource_type: Presentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Control Planes - Crossplane - Presentations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRMLrU/edit: title: 'docs.google.com: Jenkins Artwork Social Media & Open Graph Images' description: '' year: '2021' stars: 0 ai_summary: 'A shared repository of official Jenkins marketing slide templates, community brand guidelines, and graphics resources. *Curator Insight*: Design assets. *Live Grounding*: Handy for technical presenters preparing team slides or design documents.' language: English resource_type: Presentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community - Resources - Brand & Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco: title: Intoduction to Kubernetes (slides, beginners and advanced) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cba1c49d9266c14ea9e6bd6c2e3c89ead9292dc1f60bc71b5fc48a372f03ad7b health_score: 100.0 last_checked: 1779031437.096489 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:57.096489+02:00' https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco/edit: title: Intoduction to Kubernetes (slides, beginners and advanced) description: '' year: '2024' stars: 3 ai_summary: A detailed technical slideset outlining the core mechanisms of Kubernetes scheduling, control plane architecture, and microservice discovery. Ideal for corporate instructional presentations and architectural roundtables. language: English resource_type: Presentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Presentation Slides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit: title: "Learnk8s: Comparison of Kubernetes Ingress Controllers \U0001F31F\U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An expansive, community-maintained comparison spreadsheet detailing the feature matrices, protocol supports, dynamic reloading behaviors, and ecosystem integrations of various Ingress Controllers. Live Grounding highlights this dynamic reference as an essential resource for architects choosing ingress tools based on enterprise requirements. language: Markdown resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Ingress & Traffic tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - matrix-table.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw: title: "Learnk8s: Comparison of Kubernetes Managed Services \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6139c65386dd3205041b81a3c9634b84f8aed2a8becb6f373ad91918fa8f5173 health_score: 100.0 last_checked: 1779031495.60224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:55.602240+02:00' https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw/edit: title: "Learnk8s: Comparison of Kubernetes Managed Services \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A highly granular, community-maintained matrix tracking managed Kubernetes services across both major and minor cloud vendors. It details network capabilities, autoscaler integration, upgrades, security profiles, and persistent volume support. It represents an essential industry benchmark used by platform architects designing global cluster patterns. language: None resource_type: Reference Spreadsheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Architecture - Cloud Providers - Managed Kubernetes Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - matrix-table.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://docs.google.com/spreadsheets/d/1WPHt0gsb7adVzY3eviMK2W8LejV0I5m_Zpc8tMzl_2w: title: The Golden Kubernetes Tooling and Helpers list description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9dd4682f78daa68e5fd17a9dadf8c1809af5a80bac402498152167146415cb69 health_score: 100.0 last_checked: 1779034517.904695 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:17.904695+02:00' https://docs.google.com/spreadsheets/d/1WPHt0gsb7adVzY3eviMK2W8LejV0I5m_Zpc8tMzl_2w/edit: title: The Golden Kubernetes Tooling and Helpers list description: '' year: '2024' stars: 0 ai_summary: A highly granular, crowd-sourced spreadsheet tracking essential Kubernetes tools and extensions. Acts as an excellent resource for platform architects searching for specialized utilities in monitoring, cost allocation, and security governance. language: None resource_type: Resource complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5272aeddc6e66ae1bf7d41c47c1cbb850ddf5b8a04b7359454f8734f947cb43a health_score: 100.0 last_checked: 1779130494.965374 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.965374+02:00' https://docs.google.com/spreadsheets/d/1yhkuBJBY2iO2Ax5FcbDMdWD5QLTVO6Y_kYt_VumnEtI/edit: title: 'docs.google.com - learnk8s.io: Research on the trade offs when choosing an instance type for a kubernetes cluster' description: '' year: '2022' stars: 0 ai_summary: A comprehensive reference spreadsheet mapping public cloud compute options. Analyzes network limits, local disks performance, memory ratios, and OS-reserved compute resources to guide infrastructure designers. language: N/A resource_type: Document complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Sizing - Research tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://docs.gradle.org/current/userguide/getting_started.html: title: 'docs.gradle.org: Getting Started' description: '' year: '2026' stars: 4 ai_summary: The official Gradle getting started guide, focusing on project structure, tasks, lifecycle, and script authoring. Live Grounding validates this as the crucial entry point for setting up dynamic build scripts, multi-project dependency graphs, and CI pipelines. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Build Tools - Gradle - Documentation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.itrsgroup.com/docs/opsview/6.12.1/opspacks/opspack-index/index.html: title: 'opsview.com: opspack' description: '' year: '2024' stars: 0 ai_summary: Detailed documentation regarding Opsview's pre-configured monitoring packages (opspacks) for tracing queue sizes, job results, and active slave counts in Jenkins setups. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Infrastructure Monitoring - Opsview Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.lightstep.com/docs/understand-distributed-tracing: title: 'lightstep.com: Understand Distributed Tracing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a811a4b0d75ee13fe6fc6ce145c6c9341e9ab5e7ce9cc466db1bc6b04bde031e health_score: 100.0 last_checked: 1779030250.449791 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:10.449791+02:00' https://docs.meshery.io/guides/tutorials/kubernetes-pods: title: Exploring Kubernetes Pods with Meshery description: '' year: '2022' stars: 0 ai_summary: An operational guide from the Meshery documentation focusing on managing and inspecting Kubernetes Pods within a service mesh environment. It illustrates how to leverage Meshery's visual designer to orchestrate workloads. language: English resource_type: Technical Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cb3ce8946f77dba9c8a483c310f54f43d5e55546072ddee7aacd8869a6b2a4b8 health_score: 100.0 last_checked: 1779030295.857482 needs_ai_refresh: true hierarchy: - Platform Engineering - Service Mesh Management - Educational Material tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.857482+02:00' https://docs.microsoft.com: title: Microsoft Docs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6f5dc7b77212c6c2f04a54440082812b10d5112ff671b019a035c49429d1c57e health_score: 100.0 last_checked: 1779030020.707285 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:20.707285+02:00' https://docs.microsoft.com/azure: title: Azure Docs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9304f7f0a12a390ee81ecca02a2afa845c05c321fae0d05cc63a69852e24fbcc health_score: 100.0 last_checked: 1779033481.500553 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:01.500553+02:00' https://docs.microsoft.com/azure/load-testing: title: 'docs.microsoft.com: Azure Load Testing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9e69c9bd8b2ace19408d56b4bd502e90a26d94b655bfb69073d7509ec2710d37 health_score: 100.0 last_checked: 1779029796.808003 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:36.808003+02:00' https://docs.microsoft.com/azure/traffic-manager: title: Azure Traffic Manager description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d3425098bb13fdf6e714102059d8e86eeb85faebb56a4e1e50589f7d5f6e2a0d health_score: 100.0 last_checked: 1779029705.833863 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:55:05.833863+02:00' https://docs.microsoft.com/azure/vpn-gateway/openvpn-azure-ad-tenant: title: Create an Azure Active Directory tenant for P2S OpenVPN protocol connections description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8a7d833108551a9859faccc97696671b432b04b8d18f648f3b99b9295b023739 health_score: 100.0 last_checked: 1779032835.329336 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:15.329336+02:00' https://docs.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming: title: 'docs.microsoft.com: Define your naming convention' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1b92c9d2d9c7f10fcd896f3fdf34d7ccf0c969af77f302528c9f756395ae22f6 health_score: 100.0 last_checked: 1779032874.762046 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:54.762046+02:00' https://docs.microsoft.com/en-gb/azure/devops/pipelines: title: '==docs.microsoft.com: Azure Pipelines documentation==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 825562406b08d4000810c0fbaded07413d1d8c1ba5caadde3308b1d6d2fa9385 health_score: 100.0 last_checked: 1779030404.793338 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:44.793338+02:00' https://docs.microsoft.com/en-gb/learn/modules/create-a-build-pipeline: title: '==docs.microsoft.com: Create a build pipeline with Azure Pipelines==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9f4199aec31f172e6b36417605cd1dd18752a091827a335d6ece86d179c47512 health_score: 100.0 last_checked: 1779033223.991025 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:43.991025+02:00' https://docs.microsoft.com/en-gb/learn/paths/build-applications-with-azure-devops: title: '==docs.microsoft.com: Build applications with Azure DevOps (Learning Path)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9b2f98f4263f8ec3961cfeb33d3e80937d020e0e42ebc9b5718f9d5efee2937e health_score: 100.0 last_checked: 1779029190.311152 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:31.177567+02:00' https://docs.openshift.com/container-platform/3.11/install_config/prometheus_cluster_monitoring.html: title: "Prometheus Cluster Monitoring \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Prometheus Cluster Monitoring \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032001.359128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:21.359128+02:00' https://docs.openshift.com/container-platform/3.11/install_config/router/index.html: title: 'Router plug-ins in OCP3:' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Router plug-ins in OCP3: in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032074.801886 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:34.801886+02:00' https://docs.openshift.com/container-platform/3.11/release_notes/ocp_3_11_release_notes.html: title: OCP 3.11 Metrics and Logging description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OCP 3.11 Metrics and Logging in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029837.603872 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:17.603872+02:00' https://docs.openshift.com/container-platform/3.11/security/securing_container_platform.html: title: 'docs.openshift.com: OpenShift 3 Securing the Container Platform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com: OpenShift 3 Securing the Container Platform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032962.031801 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:22.031801+02:00' https://docs.openshift.com/container-platform/3.6/admin_guide/manage_scc.html: title: ref1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ref1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032088.853874 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:48.853874+02:00' https://docs.openshift.com/container-platform/4.1/authentication/managing-security-context-constraints.html: title: ref3 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033436.178244 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:16.178244+02:00' https://docs.openshift.com/container-platform/4.1/authentication/understanding-and-creating-service-accounts.html: title: ref2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029844.096977 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:24.096977+02:00' https://docs.openshift.com/container-platform/4.1/authentication/using-service-accounts-in-applications.html: title: ref1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ref1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031570.062471 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:10.062471+02:00' https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-across-multiple-projects.html: title: Quotas setting across multiple projects description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Quotas setting across multiple projects in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031904.077162 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:44.077162+02:00' https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-per-project.html: title: Quotas setting per project description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Quotas setting per project in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031788.457818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:48.457818+02:00' https://docs.openshift.com/container-platform/4.2/openshift_images/using_images/images-other-jenkins-agent.html: title: OCP 4.2 - Jenkins image description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OCP 4.2 - Jenkins image in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.845168 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.845168+02:00' https://docs.openshift.com/container-platform/4.3/release_notes/ocp-4-3-release-notes.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032662.250172 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:22.250172+02:00' https://docs.openshift.com/container-platform/4.4/architecture/architecture-rhcos.html: title: RHEL CoreOS description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering RHEL CoreOS in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030102.919484 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:42.919484+02:00' https://docs.openshift.com/container-platform/4.4/authentication/managing-security-context-constraints.html: title: Security description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032820.471805 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:00.471805+02:00' https://docs.openshift.com/container-platform/4.4/authentication/understanding-authentication.html: title: 'ocs.openshift.com: OpenShift 4 Understanding Authentication' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ocs.openshift.com: OpenShift 4 Understanding Authentication in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034094.658952 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.658952+02:00' https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.html: title: Custom image builds with Buildah description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Custom image builds with Buildah in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032297.181612 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:17.181612+02:00' https://docs.openshift.com/container-platform/4.4/cli_reference/openshift_cli/configuring-cli.html: title: 'docs.openshift.com: Enabling tab completion' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com: Enabling tab completion in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030931.038979 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:31.038979+02:00' https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html: title: docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031468.7548 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:28.754800+02:00' https://docs.openshift.com/container-platform/4.4/machine_management/applying-autoscaling.html: title: 'OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030287.480713 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md - docs/openshift.md v2_locations: - kubernetes-autoscaling.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:47.480713+02:00' https://docs.openshift.com/container-platform/4.4/networking/configuring-networkpolicy.html: title: 'docs.openshift.com: Configuring network policy with OpenShift SDN' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032199.442277 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:39.442277+02:00' https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/understanding-multiple-networks.html: title: Understanding multiple networks description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Understanding multiple networks in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033003.030054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:03.030054+02:00' https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html: title: 'docs.openshift.com: Understanding networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com: Understanding networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.850435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: - ocp4.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.850435+02:00' https://docs.openshift.com/container-platform/4.4/operators/crds/crd-managing-resources-from-crds.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032927.041975 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:47.041975+02:00' https://docs.openshift.com/container-platform/4.4/operators/olm-adding-operators-to-cluster.html: title: Adding Operators to a Cluster description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Adding Operators to a Cluster in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033917.450479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:17.450479+02:00' https://docs.openshift.com/container-platform/4.4/operators/understanding_olm/olm-understanding-olm.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032090.491594 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:50.491594+02:00' https://docs.openshift.com/container-platform/4.4/release_notes/ocp-4-4-release-notes.html: title: Release Notes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Release Notes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030981.984282 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:21.984282+02:00' https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_arch/ossm-vs-community.html: title: "Istio CNI plug-in \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Istio CNI plug-in \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030803.910141 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:23.910141+02:00' https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_install/installing-ossm.html: title: “One-click” deployment description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.664603 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.664603+02:00' https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_install/preparing-ossm-installation.html: title: Preparing to install Red Hat OpenShift Service Mesh description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031030.863793 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:10.863793+02:00' https://docs.openshift.com/container-platform/4.4/welcome/oke_about.html: title: Similarities and differences between OpenShift Kubernetes Engine and OpenShift Container Platform description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Similarities and differences between OpenShift Kubernetes Engine and OpenShift Container Platform in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033808.403783 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:28.403783+02:00' https://docs.openshift.com/container-platform/4.8/cicd/gitops/understanding-openshift-gitops.html: title: 'docs.openshift.com: OpenShift GitOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com: OpenShift GitOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030564.414567 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:24.414567+02:00' https://docs.openshift.com/container-platform/4.8/registry/architecture-component-imageregistry.html: title: 'docs.openshift.com: Integrated OpenShift Container Platform registry' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com: Integrated OpenShift Container Platform registry in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.215395 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.215395+02:00' https://docs.openstack.org/infra/jenkins-job-builder/index.html: title: 'docs.openstack.org: Jenkins Job Builder' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.openstack.org: Jenkins Job Builder in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779030437.02406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:17.024060+02:00' https://docs.openstack.org/tempest: title: Tempest Testing Project description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030882.858044 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/test-automation-frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.858044+02:00' https://docs.openstack.org/tempest/latest: title: Tempest Testing Project description: '' year: '2024' stars: 4 ai_summary: Analyzes Tempest, the comprehensive open-source integration test suite designed specifically to validate OpenStack cloud deployments. Evaluates how Tempest performs API validation and functional scenario testing across core OpenStack components (like Nova, Neutron, and Keystone) to ensure infrastructure conformance and stability. language: Python resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Operations - Infrastructure Validation - OpenStack Testing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: title: Oracle Container Engine for Kubernetes (OKE) description: '' year: '2023' stars: 0 ai_summary: The official product documentation for Oracle Container Engine for Kubernetes (OKE). It highlights the architectural integration of managed master nodes, native storage arrays, virtual cloud networks, and IAM profiles, delivering an enterprise-ready environment for demanding production workloads. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Managed Kubernetes - Oracle Cloud - OKE tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm: title: Oracle Cloud Infrastructure (OCI) description: '' year: '2023' stars: 0 ai_summary: Technical reference for Oracle Cloud Infrastructure (OCI) Bare Metal instances, highlighting how virtualized networking and direct hardware access can be utilized to host high-performance enterprise systems. Focuses on low-latency compute topologies ideal for massive Kubernetes databases and high-volume workloads. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Integrations - Oracle Cloud - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm: title: 'docs.oracle.com: Overview of Resource Manager' description: '' year: '2023' stars: 0 ai_summary: An overview of Oracle Cloud Infrastructure Resource Manager, a managed service utilizing Terraform to orchestrate cloud-native resource provisioning. It enables platform developers to establish secure, repeatable GitOps workflows and state management natively across Oracle Cloud zones. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Integrations - Oracle Cloud - Resource Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - oraclecloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.percona.com/percona-operator-for-mysql/pxc/index.html: title: 'Percona.com: Percona Kubernetes Operator for Percona XtraDB Cluster' description: '' year: '2024' stars: 0 ai_summary: Official reference guide to deploying and managing high-availability Percona XtraDB Clusters on Kubernetes. Provides programmatic automation for zero-downtime upgrades, secure backup routines, node discovery, and automatic recovery protocols. language: Go resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Operators - MySQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.pixielabs.ai: title: 'docs.pixielabs.ai: Pixie' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering docs.pixielabs.ai: Pixie in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030407.002845 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:47.002845+02:00' https://docs.planetscale.com/concepts/planetscale-workflow: title: "docs.planetscale.com: The PlanetScale workflow \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 925a19dd4aecae669ba5c7d6e84b21436fba9032d80a59179ce6680cef985370 health_score: 100.0 last_checked: 1779034356.285434 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/liquibase.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:36.285434+02:00' https://docs.portworx.com/portworx-backup-on-prem: title: 'PX-Backup: docs' description: '' year: '2025' stars: 4 ai_summary: Official operational documentation for Portworx Backup (PX-Backup). Walks through multi-tenant metadata backups, scheduling pipelines, and application-consistent target snapshots. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Enterprise Backup - Proprietary Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://docs.projectcalico.org/getting-started/openshift/installation: title: 'docs.projectcalico.org: Install an OpenShift 4 cluster with Calico' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e1ea973a372db8fd022a26f235d2a4ec52bf417c543607dfdc2a86c10b89263e health_score: 100.0 last_checked: 1779029369.713385 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.713385+02:00' https://docs.python.org/3/library/hashlib.html: title: 'docs.python.org: scrypt (standard library)' description: '' year: '2026' stars: 5 ai_summary: Provides built-in, low-level access to the scrypt key derivation function inside Python's native standard library (hashlib). This ensures robust password protection out-of-the-box without requiring compilation of external binary packages. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cryptography - Hashing Algorithms tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.ray.io/en/latest: title: Ray description: '' year: '2026' stars: 5 ai_summary: Ray is the premier distributed execution framework for scaling compute-heavy AI and Python workloads. It provides low-overhead, dynamic actor execution models, powering distributed training (Ray Train), hyperparameter tuning (Ray Tune), and model serving (Ray Serve) at enterprise scale. language: C++ resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Distributed Systems - Compute Engines - Ray tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://docs.redhat.com/en: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736122.861596 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:02.861596+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/additional-concepts: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.665475 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.665475+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/architecture-index: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736124.900252 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:04.900252+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/core-concepts: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.818229 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.818229+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/admin-guide-manage-scc: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.21357 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.213570+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/configuring-cluster-auto-scaler-aws : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736122.59349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:02.593490+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/prometheus-cluster-monitoring : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736111.173849 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:51.173849+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/setting-up-a-router: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736113.00673 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:53.006730+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/container_security_guide/security-platform: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736126.347232 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:06.347232+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/developer_guide/tutorials: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736124.217234 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:04.217234+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/release_notes/release-notes-ocp-3-11-release-notes : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736101.662046 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.662046+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/3.6/html/cluster_administration/admin-guide-manage-scc: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735901.509829 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:21.509829+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.1/html/authentication/using-service-accounts: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735902.789873 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:22.789873+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/4.1/pdf/updating_clusters/OpenShift_Container_Platform-4.1-Updating_clusters-en-US.pdf : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8f5f43383acd8902dd7df2b7e112a34203d5fbc4bcea3bc1bb6e57b737eeaea0 health_score: 100.0 last_checked: 1779130495.005721 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.005721+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/applications/quotas: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736113.754507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:53.754507+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.463492 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp3.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.463492+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/images/using-images: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.200596 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.200596+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/installing_on_ibm_z/index: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735961.015892 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:21.015892+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/pdf/installing_on_ibm_z/index: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735961.057123 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:21.057123+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.21: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388562.543841 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-21T20:36:02.543841+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue: title: Red Hat Build of Kueue description: '' year: '2024' stars: 4 ai_summary: Focuses on Red Hat's enterprise integration of Kueue, a Kubernetes-native job queueing system designed to manage resource quotas, tenant isolation, and fair-share scheduling for high-performance AI/ML and batch workloads. Live Grounding confirms Kueue is crucial in 2026 for orchestrating GPU and CPU cluster resource allocation dynamically across large-scale enterprise clusters. language: Markdown resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Batch Scheduling - Kueue tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736113.311704 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:53.311704+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html-single/service_mesh/index: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736113.618366 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:53.618366+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/architecture/architecture-rhcos: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.884905 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.884905+02:00' ? https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/authentication_and_authorization/understanding-authentication : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736126.498126 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:06.498126+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/builds/custom-builds-buildah: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781432159.619432 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-14T12:15:59.619432+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/cli_tools/openshift-cli-oc: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736123.576498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.576498+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/logging/cluster-logging-deploying: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736118.072885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:58.072885+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/machine_management/applying-autoscaling: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736122.60558 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:02.605580+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/networking/multiple-networks: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736113.337443 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:53.337443+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/networking/understanding-networking: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736122.522926 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:02.522926+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/operators/olm-adding-operators-to-a-cluster: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736112.997684 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.997684+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/release_notes/ocp-4-4-release-notes: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736114.85233 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:54.852330+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/service_mesh/service-mesh-1-x: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736116.793826 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:56.793826+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/cicd/gitops: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735911.361609 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:31.361609+02:00' https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/registry/index: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering docs.redhat.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736155.042363 needs_ai_refresh: false hierarchy: - 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docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:07.301084+02:00' https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-msbuild: title: MSBuild - SonarScanner for MSBuild description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 803bdf3af644066711ba52c9f48b754aeac04b7739c54da2d8da3b432931b51a health_score: 100.0 last_checked: 1779030526.683303 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:46.683303+02:00' https://docs.sonarsource.com/sonarqube-server/2025.5/analyzing-source-code/scanners: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.978052 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.978052+02:00' https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/overview: title: SonarQube Scanner Overview description: "- [Gradle - SonarScanner for Gradle](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-gradle)\n \ - [MSBuild - SonarScanner for MSBuild](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/dotnet/installing)\n \ - [Maven - use the SonarScanner for Maven](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-maven)\n \ - [Jenkins - SonarScanner for Jenkins. SonarQube plugin for Jenkins with declarative pipeline \U0001F31F](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/jenkins-extension-sonarqube)\n \ - [Azure DevOps - SonarQube Extension for Azure DevOps](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarqube-extension-for-azure-devops)\n \ - [Ant - SonarScanner for Ant](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/scanner-environment/general-requirements)\n \ - [anything else (CLI) - SonarScanner](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner)" year: '2026' stars: 5 ai_summary: Official architectural overview of SonarQube scanning tooling. 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docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.022125+02:00' https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics: title: "stacksimplify.com: AWS ALB Ingress Service - Basics \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Fundamentals on deploying the AWS Load Balancer Controller within EKS. Details mapping of ingress objects to physical Application Load Balancers, target groups, and routing configurations. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Networking tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline : title: 'stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS' description: '' year: '2024' stars: 0 ai_summary: Thorough technical learning guide configuring CI/CD pipelines targeting AWS EKS. 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Integration focuses on Operator-driven setups, configuring custom Calico CRDs to control BGP routing and wireguard encryption for inter-node pod traffic. language: English resource_type: Technical Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Container Network Interface - Calico Integrations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://docs.traefik.io: title: docs.traefik.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2aefce0720d2d3e4f79f76bed1292ce6ad09328c539ba53761568670d63a4460 health_score: 100.0 last_checked: 1779032114.204985 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mkdocs.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.204985+02:00' https://docs.wavefront.com/activemq.html: title: docs.wavefront.com/activemq.html description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 32b211e3549ca242c6138bb64d5bcd1f946e50897dd2235e2d9c26dd9297acc7 health_score: 100.0 last_checked: 1779032817.301234 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/grafana.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:57.301234+02:00' https://dok.community: title: 'dok.community: DoKC Data on Kubernetes' description: '' year: '2026' stars: 0 ai_summary: The central hub for the Data on Kubernetes Community (DoKC), which advocates for running stateful microservices, operators, and relational databases directly inside Kubernetes. It gathers technical resources, patterns, and performance studies to validate production reliability. A leading organization defining stateful application architectures. language: English resource_type: Community Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429996.214084 needs_ai_refresh: false hierarchy: - Storage & Data - Data on Kubernetes - Community Hub tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - index.md - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-14T11:39:56.214084+02:00' https://dok.community/dokc-2021-report: title: 'dok.community: Data on Kubernetes 2021 Report' description: '' year: '2021' stars: 0 ai_summary: This classic report maps standard adoption trends of stateful workloads in containerized environments. It highlights performance, operations, and resource efficiency as key factors convincing enterprises to run workloads on native Kubernetes storage pools instead of external infrastructure. language: English resource_type: Research Report complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429975.879303 needs_ai_refresh: false hierarchy: - Storage & Data - Data on Kubernetes - Industry Research tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md - docs/kubernetes-storage.md v2_locations: - databases.md - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-14T11:39:35.879303+02:00' https://dolphinscheduler.apache.org: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 02b06607d8efd665fbb523b24c271c0c38a55757b02f15b4717d0336a6d8b53e health_score: 100.0 last_checked: 1779033903.385496 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.385496+02:00' https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a: title: '==dominik-tornow.medium.com: Inside Kubernetes RBAC==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dominik-tornow.medium.com: Inside Kubernetes RBAC== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029734.963482 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:34.963482+02:00' https://doodle.com: title: Doodle description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: de0598d7cb442a483cc7d02d723c57b074f86d8ad302d664d49ce21e36e36c58 health_score: 100.0 last_checked: 1779031805.267451 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/appointment-scheduling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:05.267451+02:00' https://doodle.com/en: title: Doodle description: '' year: '2024' stars: 0 ai_summary: Collaborative scheduling engine specializing in group polling to establish consensus times. Cuts down back-and-forth emails when coordinating meetings across varying external directories. language: JavaScript resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Commercial Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://doordash.engineering/2021/04/14/gradual-code-releases-using-an-in-house-kubernetes-canary-controller: title: 'doordash.engineering: Gradual Code Releases Using an In-House Kubernetes'' Canary Controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering: Gradual Code Releases Using an In-House Kubernetes'' Canary Controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033751.083059 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:31.083059+02:00' https://doordash.engineering/2022/06/23/fast-feedback-loop-for-kubernetes-product-development-in-a-production-environment: title: 'doordash.engineering: Fast Feedback Loop for Kubernetes Product Development'' in a Production Environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering: Fast Feedback Loop for Kubernetes Product Development'' in a Production Environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029158.667679 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.667679+02:00' https://doordash.engineering/2022/08/09/how-to-handle-kubernetes-health-checks: title: 'doordash.engineering: How to Handle Kubernetes Health Checks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering: How to Handle Kubernetes Health Checks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034477.272963 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:37.272963+02:00' https://doppler.com/blog/environment-variables-in-python: title: "doppler.com: Using Environment Variables in Python for App Configuration' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7e40bd9004d4e69d3b7e67712cc2e366eaa88a51be45710d0465cc3d2c2b8952 health_score: 100.0 last_checked: 1779034345.996613 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:25.996613+02:00' https://dormoshe.io/trending-news/kubernetes-101-part-i-the-fundamentals-23a1-60035: title: 'dormoshe.io: Kubernetes 101, part I, the fundamentals | Leandro Proença' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b68790d64ba787231e36bed9ee4666ac66aa18e83ae9b10b830cc6e15b6f9170 health_score: 100.0 last_checked: 1779031910.46171 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:50.461710+02:00' https://dotnet-helpers.com/powershell/azure-keyvault-set-and-retrieve-secrets: title: "dotnet-helpers.com: Azure KeyVault Set and Retrieve Secrets using Powershell \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Demonstrates standard CRUD API routines for setting, changing, and pulling protected application settings from active Azure KeyVault services using current Microsoft Az commands. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Secret Management - Azure Key Vault - Infrastructure Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell: title: 'dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell' description: '' year: '2021' stars: 3 ai_summary: A practical guide showing how to convert configuration formats using PowerShell script pipelines. It demonstrates how to parse and map structures between JSON and YAML, helping administrators automate tasks in Windows-centric environments. language: PowerShell resource_type: article complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://dotnet-helpers.com/powershell/passing-local-variables-to-remote-powershell-session: title: 'dotnet-helpers.com: Passing Local Variables to Remote PowerShell session' description: '' year: '2021' stars: 0 ai_summary: Provides examples details variable scope passing techniques over active WinRM and remote sessions. Includes configuration parameters for `$Using:` prefix arguments and script-block parameters. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Remote Administration - WinRM - Session Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dotnet.microsoft.com/apps/xamarin: title: 'dotnet.microsoft.com: Xamarin' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a health_score: 100.0 last_checked: 1779030190.058194 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/xamarin.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:10.058194+02:00' https://dotnet.microsoft.com/en-us/apps/xamarin: title: 'dotnet.microsoft.com: What is Xamarin?' description: '' year: '2024' stars: 0 ai_summary: An introductory resource detailing Xamarin's architecture, demonstrating how C# code gets compiled to native binaries using Mono or .NET execution runtimes. It highlights the historically unified codebase approach for mobile UI design. This documentation is primarily of historical interest as the ecosystem transitions entirely to modern .NET MAUI runtimes. language: C# resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Mobile Development - Cross-Platform - Xamarin tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - xamarin.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dotnet.microsoft.com/learn/xamarin/what-is-xamarin: title: 'dotnet.microsoft.com: What is Xamarin?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a health_score: 100.0 last_checked: 1779030009.845604 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/xamarin.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:09.845604+02:00' https://doughellmann.com: title: Dough Hellmann - Python, OpenStack and Open Source description: '' year: '2008' stars: 0 ai_summary: Professional engineering journal by Doug Hellmann focusing on deep standard library structures (PyMOTW) and enterprise-level OpenStack cloud engineering with Python. language: Python resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Python Ecosystem - Technical Leadership tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2008-06-01T00:00:00+02:00' https://downdetector.co.uk: title: ==Downdetector== description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ==Downdetector== in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033765.406392 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:45.406392+02:00' https://downdetector.co.uk/status/aws-amazon-web-services: title: 'downdetector: aws' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029507.511051 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.511051+02:00' https://doylestowncoder.com/2021/11/29/building-ci-cd-pipelines-with-azure-data-factory-part-1: title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part'' 1' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc health_score: 100.0 last_checked: 1779030847.271172 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:07.271172+02:00' https://doylestowncoder.com/2021/12/02/building-ci-cd-pipelines-with-azure-data-factory-part-2: title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part'' 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc health_score: 100.0 last_checked: 1779034156.266524 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:16.266524+02:00' https://doylestowncoder.com/2021/12/05/building-ci-cd-pipelines-with-azure-data-factory-part-3: title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part'' 3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc health_score: 100.0 last_checked: 1779029295.110556 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:15.110556+02:00' https://draculatheme.com/pro: title: "Dracula Pro Theme \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Premium implementation of the Dracula design system, featuring custom variants, optimized fonts, and cohesive configurations for high-efficiency programming environments. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2904d076dcbfd2890d350df09be477fe5e38a7b943690bc1015983e3e84c1b24 health_score: 100.0 last_checked: 1779032922.493037 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.493037+02:00' https://draft.sh: title: Draft description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 04208dc2e1adbf073057b0550c0d1486f8120c9975bfc21605c95524c8d41487 health_score: 100.0 last_checked: 1779033736.378951 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:16.378951+02:00' https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-predicate-f69d09dd5802: title: 'dragondscv.medium.com: Controller runtime — handle resource deletion with'' predicate' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dragondscv.medium.com: Controller runtime — handle resource deletion with'' predicate in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.259007 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.259007+02:00' https://draw.io: title: draw.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 16d3d09d879a41295c69257c7c2697fa00bb839ae02118780e8c22fa883cbfda health_score: 100.0 last_checked: 1779031061.292618 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.292618+02:00' https://drawio-app.com: title: draw.io description: "- [opensource.com: Open source mind mapping with Draw.io](https://opensource.com/article/21/12/open-source-mind-mapping-drawio) Next time you need to brainstorm, organize ideas, or plan a project, start with Draw.io.\n - [chcommunity.microsoft.com: Draw.io Azure infrastructure diagrams through code like an artist](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/draw-io-azure-infrastructure-diagrams-through-code-like-an-artist/4071316)" year: '2024' stars: 4 ai_summary: Comprehensive documentation and application guide detailing how to generate Azure cloud architecture diagrams programmatically and design flexible mind maps using draw.io's code-import features. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Visualization - Diagramming SaaS tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://dreampuf.github.io/GraphvizOnline: title: dreampuf.github.io/GraphvizOnline description: '' year: '2024' stars: 3 ai_summary: An online editor to render and preview Graphviz graphs interactively. Widely leveraged by cloud engineers to paste Terraform DAG configurations and visually optimize infrastructure topologies on the fly. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Visualization - Online Editors tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://drill.apache.org: title: Apache Drill description: '' year: '2026' stars: 4 ai_summary: Distributed, schema-free SQL query engine built to query multi-structured data repositories including NoSQL systems, file systems, and cloud object storage pools on-the-fly without metadata pre-definition. language: Java resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - Big Data - Query Engines tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://drone.io: title: Drone description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8319715ea9ca1bdb2b65f5a7949947a08555c4b2e453fdbfd8708ffec33875ee health_score: 100.0 last_checked: 1779032369.011289 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:29.011289+02:00' https://dropshare.app/annotate: title: 'Annotate by Dropshare: Fast Markup for Images on iOS and iPadOS' description: A lightweight, vector-based screenshot annotation application for iOS offering deep styling controls, blur tools, and layout numbering for technical reporting. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: An essential utility for mobile cloud architects and SREs requiring fast markup of infrastructure topologies, application bugs, or terminal screens on the go. * **Live Grounding**: Released in May 2026, the tool provides 14 editing functions—including crop, zoom loupe, dynamic numbering badges, and pixelation—while processing images purely on-device without data leakage.' language: en resource_type: tool complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 1b2d7e8bbbb6b40e42c8b6f8c932cb6c5d13506fee71156ee39df83915cec511 health_score: null last_checked: 1780352730.207512 needs_ai_refresh: false hierarchy: - SRE Tools - Visual Utilities - Productivity - iOS Apps tags: - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devops-tools reputation_status: Vetted reputation_summary: Highly respected native markup utility developed by Timo Josten (creator of Dropshare), praised for its speed, comprehensive layout tools, and strict local device privacy constraints. social_preview_url: https://dropshare.app/assets/img/og.png source_provenance: X.com (QuinnyPig) suggested_new_category: productivity-tools discovered_at: '2026-06-02T00:25:30.207512+02:00' https://druid.apache.org: title: Apache Druid description: '' year: '2025' stars: 0 ai_summary: Main documentation repository for Apache Druid, a real-time analytical database optimized for sub-second ad-hoc queries over massive streaming event data volumes. Standard core utility for streaming platforms. language: Java resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - OLAP - Real-time Analytics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://duo.com/blog: title: CloudMapper (OSS) description: '' year: '2021' stars: 4 ai_summary: Open-source analysis tool designed to visualizes AWS networks and identify potential vulnerability paths. Useful as a legacy blueprint reference for programmatic posture assessments. language: Python resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Cloud Discovery - Security tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://duo.com/blog/introducing-cloudmapper-an-aws-visualization-tool: title: CloudMapper (OSS) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 41a050c0cde3d1f475bdbfd6ec89103adcb421e8d2fe253213f63ee0ec8f496f health_score: 100.0 last_checked: 1779034484.598833 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:44.598833+02:00' https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses: title: 'dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!' description: '' year: '2021' stars: 4 ai_summary: A deep technical investigation into the mechanics of Linux network namespaces, virtual ethernet pairs (veth), bridge interfaces, and IP routing rules. Demystifies how Docker and Kubernetes CNI plugins programmatically allocate IPs to containers. Live Grounding shows that understanding these low-level Linux primitives remains highly valuable for troubleshooting complex network packet drops. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Deep Dive tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods: title: 'dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods' description: '' year: '2021' stars: 0 ai_summary: Low-level diagnostic guide tracing the packet path through programmed iptables rules. Demonstrates exactly how kube-proxy routes cluster IP destination calls to dynamic backend endpoints. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Core Services - kube-proxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dustinspecker.com/posts/ipvs-how-kubernetes-services-direct-traffic-to-pods: title: 'dustinspecker.com: IPVS: How Kubernetes Services Direct Traffic to Pods' description: '' year: '2021' stars: 0 ai_summary: A core-level networking analysis explaining how the IP Virtual Server (IPVS) routing layer handles service balancing inside high-scale clusters, demonstrating massive throughput advantages over standard iptables. language: Go/Bash resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Services - IPVS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dustinspecker.com/posts/kubernetes-networking-from-scratch-bgp-bird-advertise-pod-routes: title: 'dustinspecker.com: Kubernetes Networking from Scratch: Using BGP and BIRD to Advertise Pod Routes' description: '' year: '2020' stars: 4 ai_summary: A hands-on, granular guide demonstrating how to build a fully functioning Kubernetes routing topology from scratch using BGP and BIRD. Explains how underlying CNIs interface with actual routing tables to advertise dynamic pod endpoints to outer networks. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Deep Dive - BGP Routing tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dustinspecker.com/posts/scaling-kubernetes-pods-prometheus-metrics: title: "dustinspecker.com: Scaling Kubernetes Pods using Prometheus Metrics \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Hands-on implementation guide detailing how to deploy and configure the Prometheus Adapter. Explains how to expose custom and external business metrics to drive Horizontal Pod Autoscaler loops beyond standard memory/CPU limits. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scaling - Horizontal Pod Autoscaler - Custom Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dustymabe.com/2020/09/28/openshift-okd-on-fedora-coreos-on-digitalocean-part-4-recorded-demo: title: 'dustymabe.com: OpenShift OKD on Fedora CoreOS on DigitalOcean Part 4: Recorded Demo' description: '' year: '2020' stars: 0 ai_summary: A recorded deployment demo focusing on installing OKD on Fedora CoreOS within DigitalOcean droplets. It illustrates configuring DigitalOcean resources (VPCs, firewalls, volume spaces) and custom ignition templates to orchestrate a highly available cluster topology on an affordable cloud. language: English resource_type: Video complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platforms - Distribution - Cloud Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://dwdraju.medium.com/kubernetes-job-or-cronjob-which-one-to-use-and-when-4ffd4800d28e: title: "dwdraju.medium.com: Kubernetes Job or CronJob: Which One to Use and When?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dwdraju.medium.com: Kubernetes Job or CronJob: Which One to Use and When?' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033044.814874 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:44.814874+02:00' https://dynatrace-perfclinics.github.io/codelabs/why-devs-love-dynatrace-2/index.html: title: "dynatrace-perfclinics.github.io: Why Devs Love Dynatrace \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Technical codelab demonstrating how developers leverage Dynatrace APM to identify code-level bottlenecks, analyze database performance, and utilize auto-remediation loops within automated delivery pipelines. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Performance Monitoring - Guides tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - keptn.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dzone.com/articles/10-api-testing-tips-for-beginners-soap-amp-rest: title: 'dzone.com: 10 API Testing Tips for Beginners (SOAP and REST)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: 10 API Testing Tips for Beginners (SOAP and REST) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.440643 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.440643+02:00' https://dzone.com/articles/10-commandments-on-microservice-decomposition: title: "dzone: 10 Commandments of Microservice Decomposition \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: 10 Commandments of Microservice Decomposition \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.969549 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.969549+02:00' https://dzone.com/articles/10-easy-to-use-modules-in-ansible-1: title: 'Dzone: 10 easy to use modules in ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 10 easy to use modules in ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.482895 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.482895+02:00' https://dzone.com/articles/10-effective-tips-on-using-maven: title: 'Dzone: 10 Effective Tips on Using Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 10 Effective Tips on Using Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.01593 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.015930+02:00' https://dzone.com/articles/10-vs-code-extensions-to-fight-technical-debt: title: 'dzone.com: 10 VS Code Extensions to Fight Technical Debt' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: 10 VS Code Extensions to Fight Technical Debt in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.71183 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.711830+02:00' https://dzone.com/articles/11-observability-tools-you-should-know-in-2023: title: "==dzone: 11 Observability Tools You Should Know== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dzone: 11 Observability Tools You Should Know== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.928029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.928029+02:00' https://dzone.com/articles/14-best-performance-testing-tools-and-apm-solution: title: 'Dzone: 14 Best Performance Testing Tools and APM Solutions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 14 Best Performance Testing Tools and APM Solutions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736105.12183 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - monitoring.md - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:45.121830+02:00' https://dzone.com/articles/14-of-the-best-automation-testing-tools-available: title: 'Dzone: 14 of the best automation testing tools available' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 14 of the best automation testing tools available in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736169.710116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:49.710116+02:00' https://dzone.com/articles/15-devops-trends-to-expect-in-2021: title: "dzone: 15 DevOps Trends to Expect in 2021 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: 15 DevOps Trends to Expect in 2021 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736235.315504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:55.315504+02:00' https://dzone.com/articles/15-useful-helm-charts-tools: title: 'dzone: 15 useful helm chart tools' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: 15 useful helm chart tools in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735951.173046 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:11.173046+02:00' https://dzone.com/articles/2-ways-to-integrate-jmeter-tests-into-jenkins: title: 'DZone.com: 2 ways to integrate jmeter tests into jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone.com: 2 ways to integrate jmeter tests into jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736134.688926 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:14.688926+02:00' https://dzone.com/articles/3-gpt-3-tools-for-developers-software-engineers-de: title: 'dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and'' SREs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and'' SREs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736246.388636 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:06.388636+02:00' https://dzone.com/articles/3-steps-to-developing-a-successful-gitops-model: title: '==Dzone: 3 Steps to Developing a Successful GitOps Model==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==Dzone: 3 Steps to Developing a Successful GitOps Model== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736234.645082 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:54.645082+02:00' https://dzone.com/articles/32-best-jira-alternatives-for-agile-project-manage: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031406.435087 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.435087+02:00' https://dzone.com/articles/4-cluster-management-tools-to-compare: title: 'Dzone.com: 4 Cluster Management Tools to Compare' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: 4 Cluster Management Tools to Compare in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735972.662758 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:32.662758+02:00' https://dzone.com/articles/4-ways-to-build-applications-in-openshift-1: title: 'Dzone: 4 ways to build applications in openshift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 4 ways to build applications in openshift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.200871 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.200871+02:00' https://dzone.com/articles/5-hosted-kubernetes-platforms: title: 'Dzone: 5 Hosted Kubernetes Platforms' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 5 Hosted Kubernetes Platforms in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736143.620172 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:23.620172+02:00' https://dzone.com/articles/7-jvm-arguments-of-highly-effective-applications-1: title: "Dzone: 7 JVM Arguments of Highly Effective Applications \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: 7 JVM Arguments of Highly Effective Applications \U0001F31F\U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.929313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/jvm-parameters-matrix-table.md v2_locations: - java-and-java-performance-optimization.md - jvm-parameters-matrix-table.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.929313+02:00' https://dzone.com/articles/7-microservices-best-practices-for-developers: title: "dzone: 7 Microservices Best Practices for Developers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: 7 Microservices Best Practices for Developers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735971.795612 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:31.795612+02:00' https://dzone.com/articles/7-software-development-models-you-should-know: title: 'dzone: 7 Software Development Models You Should Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: 7 Software Development Models You Should Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735972.792445 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:32.792445+02:00' https://dzone.com/articles/7-tips-to-achieve-high-availabilityha-for-your-mav-1: title: 'Dzone: 7 Tips to Achieve High-Availability(HA) For Your Maven Repository' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: 7 Tips to Achieve High-Availability(HA) For Your Maven Repository in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736082.745856 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:22.745856+02:00' https://dzone.com/articles/a-beginners-guide-to-infrastructure-as-code: title: "dzone.com/articles: A Beginner's Guide to Infrastructure as Code \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com/articles: A Beginner's Guide to Infrastructure as Code \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735960.396439 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:20.396439+02:00' https://dzone.com/articles/a-complete-guide-to-project-management-life-cycle: title: 'dzone: A Complete Guide to the Project Management Lifecycle' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: A Complete Guide to the Project Management Lifecycle in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736245.472018 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:05.472018+02:00' https://dzone.com/articles/a-java-developers-guide-to-quarkus: title: 'dzone: A Java developer''s guide to Quarkus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: A Java developer''s guide to Quarkus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.965119 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.965119+02:00' https://dzone.com/articles/a-practical-guide-for-container-security: title: 'dzone: A Practical Guide for Container Security' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: A Practical Guide for Container Security in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735925.160521 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:45.160521+02:00' https://dzone.com/articles/a-quick-guide-to-deploying-java-apps-on-openshift: title: 'Dzone: a quick guide to deploying java apps on openshift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: a quick guide to deploying java apps on openshift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.770631 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.770631+02:00' https://dzone.com/articles/advanced-kubernetes-deployment-strategies: title: '==dzone: Advanced Kubernetes Deployment Strategies==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone: Advanced Kubernetes Deployment Strategies== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736211.456964 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:31.456964+02:00' https://dzone.com/articles/alternatives-to-docker-desktop: title: 'dzone: Alternatives to Docker Desktop' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Alternatives to Docker Desktop in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735929.802034 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:49.802034+02:00' https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes: title: '==dzone.com: An Overview of CI/CD Pipelines With Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: An Overview of CI/CD Pipelines With Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.132273 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.132273+02:00' https://dzone.com/articles/apache-airflow-architecture-on-openshift: title: 'dzone: Apache Airflow Architecture on OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Apache Airflow Architecture on OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.435887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.435887+02:00' https://dzone.com/articles/apache-jmeter-keyboard-shortcuts: title: 'Dzone: Apache JMeter Keyboards shortcuts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Apache JMeter Keyboards shortcuts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.534584 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.534584+02:00' https://dzone.com/articles/api-load-testing-with-gatling: title: API Load Testing With Gatling description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering API Load Testing With Gatling in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.551475 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.551475+02:00' https://dzone.com/articles/api-management-vs-api-gateway-and-where-does-api-a: title: 'API Management vs API Gateway: Where Does API Analytics and Monitoring Fit?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering API Management vs API Gateway: Where Does API Analytics and Monitoring Fit? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735922.0027 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:42.002700+02:00' https://dzone.com/articles/api-testing-with-cucumber: title: 'dzone: API Testing With Cucumber' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: API Testing With Cucumber in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736169.241436 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:49.241436+02:00' https://dzone.com/articles/api-throttling-strategies: title: 'dzone: API Throttling Strategies When Clients Exceed Their Limit' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: API Throttling Strategies When Clients Exceed Their Limit in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.264917 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.264917+02:00' https://dzone.com/articles/apm-tools-comparison-which-one-should-you-choose: title: 'dzone.com: APM Tools Comparison' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: APM Tools Comparison in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736105.486501 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:45.486501+02:00' https://dzone.com/articles/are-you-12-factor-application-ready: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031576.185531 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.185531+02:00' https://dzone.com/articles/are-you-stuck-in-the-new-devops-matrix-from-hell: title: "dzone: Are You Stuck in the New DevOps Matrix From Hell? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Are You Stuck in the New DevOps Matrix From Hell? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736235.525416 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:55.525416+02:00' https://dzone.com/articles/automate-to-save-mental-energy-not-time-1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034152.367093 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:12.367093+02:00' https://dzone.com/articles/autoscaling-your-kubernetes-microservice-with-keda: title: 'Dzone: Autoscaling Your Kubernetes Microservice with KEDA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Autoscaling Your Kubernetes Microservice with KEDA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736002.575889 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:02.575889+02:00' https://dzone.com/articles/aws-basics: title: 'dzone: AWS Basics' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: AWS Basics in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735877.439816 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.439816+02:00' https://dzone.com/articles/aws-basics-bastian-hosts-and-nat: title: 'dzone: AWS Basics: Bastion Hosts and NAT' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: AWS Basics: Bastion Hosts and NAT in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735877.630311 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.630311+02:00' https://dzone.com/articles/best-emerging-project-management-methodologies-in: title: 'dzone: Project Management Methodology: A Beginner''s Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Project Management Methodology: A Beginner''s Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736246.310003 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:06.310003+02:00' https://dzone.com/articles/best-practices-for-selenium-automation-one-must-kn: title: 'Dzone: best practices for selenium automation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: best practices for selenium automation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736169.772559 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:49.772559+02:00' https://dzone.com/articles/best-practices-java-memory-arguments-for-container: title: "dzone: Best Practices: Java Memory Arguments for Containers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Best Practices: Java Memory Arguments for Containers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735981.687544 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:41.687544+02:00' https://dzone.com/articles/bootstrapping-java-kubernetes-apps-no-yaml: title: "dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s' Initializer \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s' Initializer \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735911.233102 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:31.233102+02:00' https://dzone.com/articles/breaking-up-a-monolithic-database-with-kong: title: '==dzone: Breaking Up a Monolithic Database with Kong==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone: Breaking Up a Monolithic Database with Kong== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735921.80005 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:41.800050+02:00' https://dzone.com/articles/build-a-java-app-with-gradle: title: 'Dzone: build a java app with gradle' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: build a java app with gradle in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.62321 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.623210+02:00' https://dzone.com/articles/build-a-java-rest-api-with-quarkus: title: 'dzone: Build a Java REST API With Quarkus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Build a Java REST API With Quarkus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.185216 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.185216+02:00' https://dzone.com/articles/build-a-spring-boot-app-with-flyway-and-postgres: title: 'dzone: Build a Spring Boot App With Flyway and Postgres' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Build a Spring Boot App With Flyway and Postgres in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.523698 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:08.523698+02:00' https://dzone.com/articles/building-a-hybrid-multi-cloud-event-mesh-demo-with: title: 'dzone: Hybrid multi-cloud event mesh architectural design' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Hybrid multi-cloud event mesh architectural design in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.275511 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.275511+02:00' https://dzone.com/articles/building-a-restful-service-using-aspnet-core-and-d: title: 'dzone: Building a RESTful Service Using ASP.NET Core and dotConnect for'' PostgreSQL' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Building a RESTful Service Using ASP.NET Core and dotConnect for'' PostgreSQL in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735929.999109 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:49.999109+02:00' https://dzone.com/articles/building-java-applications-with-maven: title: 'Dzone: Building Java Applications With Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Building Java Applications With Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.002937 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.002937+02:00' https://dzone.com/articles/building-rest-api-in-java: title: 'dzone: Choosing Library To Build Rest API in Java' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Choosing Library To Build Rest API in Java in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.551201 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.551201+02:00' https://dzone.com/articles/checklist-for-api-verification: title: "dzone: Checklist for API Verification \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Checklist for API Verification \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736143.800004 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:23.800004+02:00' https://dzone.com/articles/choosing-the-right-gc: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.452829 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jvm-parameters-matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.452829+02:00' https://dzone.com/articles/cicd-with-kubernetes-and-helm: title: 'dzone: cicd with kubernetes and helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: cicd with kubernetes and helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735951.429025 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:11.429025+02:00' https://dzone.com/articles/cloud-native-development-a-blueprint: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033784.677132 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:04.677132+02:00' https://dzone.com/articles/code-analysis-with-sonarqube-part-1-setup: title: 'Dzone.com: Code Analysis Part 1 - Analyzing Code with SonarQube' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: Code Analysis Part 1 - Analyzing Code with SonarQube in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.052997 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.052997+02:00' https://dzone.com/articles/comparing-openapi-with-grpc: title: "Comparing OpenAPI With gRPC \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Comparing OpenAPI With gRPC \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.265258 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.265258+02:00' https://dzone.com/articles/comparing-restful-apis-and-soap-apis: title: 'dzone: Comparing RESTful APIs and SOAP APIs Using MuleSoft as an Example' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Comparing RESTful APIs and SOAP APIs Using MuleSoft as an Example in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.582256 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.582256+02:00' https://dzone.com/articles/component-tests-for-spring-cloud-microservices: title: '==dzone: Component Tests for Spring Cloud Microservices==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone: Component Tests for Spring Cloud Microservices== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736154.51569 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.515690+02:00' https://dzone.com/articles/components-of-container-management: title: 'dzone: Components of Container Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Components of Container Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735929.366115 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:49.366115+02:00' https://dzone.com/articles/comprehensive-guide-rest-vs-soap: title: 'dzone: A Comprehensive Guide to REST vs. SOAP' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: A Comprehensive Guide to REST vs. SOAP in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.237531 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.237531+02:00' https://dzone.com/articles/configuration-drift: title: "Dzone: Configuration Drift \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: Configuration Drift \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736234.776123 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:54.776123+02:00' https://dzone.com/articles/containerd-kubernetes-syslog-forwarding: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031608.95655 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:48.956550+02:00' https://dzone.com/articles/continuous-delivery-with-openshift-and-jenkins-ab: title: "Dzone - Continuous Delivery with OpenShift and Jenkins: A/B Testing \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone - Continuous Delivery with OpenShift and Jenkins: A/B Testing \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.486908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.486908+02:00' https://dzone.com/articles/continuous-deployment-on-kubernetes-with-spinnaker: title: 'dzone: Continuous Deployment on Kubernetes With Spinnaker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Continuous Deployment on Kubernetes With Spinnaker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735911.42579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:31.425790+02:00' https://dzone.com/articles/continuous-integration-in-aws-using-jenkins: title: 'dzone.com: Continuous Integration in AWS Using Jenkins Pipelines: Best Practices'' and Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Continuous Integration in AWS Using Jenkins Pipelines: Best Practices'' and Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735991.99492 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:51.994920+02:00' https://dzone.com/articles/create-install-upgrade-and-rollback-a-helm-chart-p: title: 'dzone: create install upgrade and rollback a helm chart - part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: create install upgrade and rollback a helm chart - part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735951.213596 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:11.213596+02:00' https://dzone.com/articles/create-install-upgrade-rollback-a-helm-chart-part: title: 'dzone: create install upgrade and rollback a helm chart - part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: create install upgrade and rollback a helm chart - part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735951.344448 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:11.344448+02:00' https://dzone.com/articles/create-maven-archetype-1: title: 'Dzone.com: Creating a Maven Archetype' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: Creating a Maven Archetype in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736082.987576 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:22.987576+02:00' https://dzone.com/articles/creating-a-soap-web-service-with-spring-boot-start: title: 'dzone: Creating a SOAP Web Service With Spring Boot Starter Web Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Creating a SOAP Web Service With Spring Boot Starter Web Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.463228 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.463228+02:00' https://dzone.com/articles/defining-day-2-operations: title: '==DZone: Defining Day-2 Operations==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==DZone: Defining Day-2 Operations== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736235.490787 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/about.md - docs/devops.md v2_locations: - about.md - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:55.490787+02:00' https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks: title: "dzone: deploying a kubernetes cluster with amazon eks \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A guide detailing the deployment of Amazon Elastic Kubernetes Service clusters. Guides readers through VPC subnets subnet planning, configure public/private node isolation, security settings, and kubectl client integration. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dzone.com/articles/deploying-docker-images-to-openshift: title: Deploying Docker Images to OpenShift description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Deploying Docker Images to OpenShift in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735911.423207 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:31.423207+02:00' https://dzone.com/articles/deploying-prometheus-and-grafana-as-applications-u: title: '==dzone.com: Deploying Prometheus and Grafana as Applications Using ArgoCD — Including'' Dashboards==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: Deploying Prometheus and Grafana as Applications Using ArgoCD — Including'' Dashboards== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736134.567792 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:14.567792+02:00' https://dzone.com/articles/deploying-spring-boot-app-to-jboss-wildfly: title: 'dzone: Deploying Spring Boot App to JBoss Wildfly' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Deploying Spring Boot App to JBoss Wildfly in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735985.590885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:45.590885+02:00' https://dzone.com/articles/developing-applications-on-multitenant-clusters-wi: title: 'dzone: Developing Applications on Multi-tenant Clusters With Flux and Kustomize' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Developing Applications on Multi-tenant Clusters With Flux and Kustomize in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.238348 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.238348+02:00' https://dzone.com/articles/devops-101-setup-nginx-in-front-of-your-spring-boo: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.199312 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/web-servers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.199312+02:00' https://dzone.com/articles/devops-cicd-tools-to-watch-out-for-in-2022: title: 'dzone: DevOps: CI/CD Tools to Watch Out for in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: DevOps: CI/CD Tools to Watch Out for in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.143386 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.143386+02:00' https://dzone.com/articles/devops-guide-implementing-four-eyes-principle-with: title: 'dzone: DevOps Guide: Implementing Four-Eyes Principle With Process Automation'' Tooling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: DevOps Guide: Implementing Four-Eyes Principle With Process Automation'' Tooling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736234.81147 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:54.811470+02:00' https://dzone.com/articles/devops-pipeline-quality-gates-a-double-edged-sword: title: 'dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735924.32709 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:44.327090+02:00' https://dzone.com/articles/devops-services-pricing-aws-vs-azure-vs-google-clo: title: "==Dzone: DevOps Services Pricing: AWS vs Azure vs Google Cloud== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==Dzone: DevOps Services Pricing: AWS vs Azure vs Google Cloud== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736143.754888 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:23.754888+02:00' https://dzone.com/articles/devops-toolchain-for-beginners: title: "dzone.com: DevOps Toolchain for Beginners \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: DevOps Toolchain for Beginners \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735923.603891 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:43.603891+02:00' https://dzone.com/articles/devops-vs-sre-vs-platform-engineer-vs-cloud-engine: title: 'dzone.com: DevOps vs. SRE vs. Platform Engineer vs. Cloud Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: DevOps vs. SRE vs. Platform Engineer vs. Cloud Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.706824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - index.md - sre.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.706824+02:00' https://dzone.com/articles/dive-deep-into-resource-requests-and-limits-in-kub: title: 'dzone: Dive Deep Into Resource Requests and Limits in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Dive Deep Into Resource Requests and Limits in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736211.607488 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:31.607488+02:00' https://dzone.com/articles/diy-devops-ci-and-cd-with-github-docker-and-a-vps: title: 'dzone: DIY DevOps, CI, and CD with GitHub, Docker and a VPS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: DIY DevOps, CI, and CD with GitHub, Docker and a VPS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.699983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.699983+02:00' https://dzone.com/articles/docker-alternatives-10-alternatives-to-docker-for: title: 'dzone: Docker Alternatives: 10 Alternatives to Docker for Your SaaS Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Docker Alternatives: 10 Alternatives to Docker for Your SaaS Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735930.102303 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:50.102303+02:00' https://dzone.com/articles/docker-explained-an-introductory-guide-to-docker: title: 'Dzone: Docker explained, an introductory guide to docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Docker explained, an introductory guide to docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034015.279262 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.279262+02:00' https://dzone.com/articles/easily-automate-your-cicd-pipeline-with-jenkins-he: title: "dzone.com: Easily Automate Your CI/CD Pipeline With Jenkins, Helm, and Kubernetes' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: Easily Automate Your CI/CD Pipeline With Jenkins, Helm, and Kubernetes' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735991.713049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:51.713049+02:00' https://dzone.com/articles/effectiveness-noise-is-the-problem: title: "==dzone.com: Productivity: Noise Is the Problem== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dzone.com: Productivity: Noise Is the Problem== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736245.0714 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:05.071400+02:00' https://dzone.com/articles/ensure-high-availability-and-uptime-with-kubernete: title: Ensure High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler (HPA) and Prometheus description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Ensure High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler (HPA) and Prometheus in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736135.200912 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:15.200912+02:00' https://dzone.com/articles/event-driven-architecture-as-a-strategy: title: 'dzone: Event-Driven Architecture as a Strategy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Event-Driven Architecture as a Strategy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.026169 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.026169+02:00' https://dzone.com/articles/everything-you-need-to-know-about-docker: title: 'Dzone: everything you need to know about docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: everything you need to know about docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031897.954404 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:37.954404+02:00' https://dzone.com/articles/executing-liquibase-3-use-cases: title: 'dzone: Executing Liquibase: 3 Use Cases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Executing Liquibase: 3 Use Cases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.508006 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:08.508006+02:00' https://dzone.com/articles/exploring-the-api-first-design-pattern: title: 'dzone: Exploring the API-First Design Pattern' description: '' year: '2023' stars: 4 ai_summary: Outlines the API-First design pattern, where APIs are designed as primary, self-contained products rather than secondary side-effects of backend development. This framework treats API schemas as structural contracts, enabling decoupling, modular microservices architecture, and simplified cloud integrations. It argues that API-first organizations experience faster time-to-market due to automated schema validation and parallel feature development. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Design - API Lifecycle tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure: title: 'dzone: Five Different Ways to Build AWS Infrastructure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Five Different Ways to Build AWS Infrastructure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735877.723687 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.723687+02:00' https://dzone.com/articles/flight-recorder-examining-java-and-kotlin-apps: title: 'dzone.com: Flight Recorder: Examining Java and Kotlin Apps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Flight Recorder: Examining Java and Kotlin Apps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735981.925426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:41.925426+02:00' https://dzone.com/articles/flux-windowing-and-aggregation: title: 'dzone: Flux queries' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Flux queries in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736135.737224 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:15.737224+02:00' https://dzone.com/articles/from-java-microservices-to-lambda-functions-a-jour: title: "dzone.com: From Spring Boot Microservices to Lambda Functions \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: From Spring Boot Microservices to Lambda Functions \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735920.718248 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:40.718248+02:00' https://dzone.com/articles/gatling-gun-is-now-a-prospecting-tool-for-testers: title: An Introduction to Load Testing With Gatling description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering An Introduction to Load Testing With Gatling in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.75367 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.753670+02:00' https://dzone.com/articles/gatling-light-weight-load-testing-tool: title: 'Gatling: A Lightweight Load Testing Tool' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Gatling: A Lightweight Load Testing Tool in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.701267 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.701267+02:00' https://dzone.com/articles/gatling-performance-testing-pros-and-cons: title: Gatling Performance Testing Pros and Cons description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Gatling Performance Testing Pros and Cons in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.548701 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.548701+02:00' https://dzone.com/articles/gatling-vs-jmeter: title: Gatling vs JMeter description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Gatling vs JMeter in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.62553 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.625530+02:00' https://dzone.com/articles/getting-started-nexus-maven: title: 'Dzone: Getting started with Nexus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Getting started with Nexus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736154.466651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.466651+02:00' https://dzone.com/articles/getting-started-with-java-ee-8-payara-5-and-eclips: title: 'Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735983.023841 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_app_servers.md v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:43.023841+02:00' https://dzone.com/articles/getting-started-with-jenkins-the-ultimate-guide: title: 'dzone: getting started with jenkins the ultimate guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: getting started with jenkins the ultimate guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.615156 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.615156+02:00' https://dzone.com/articles/getting-started-with-kibana-advanced-searches: title: 'dzone: Getting Started With Kibana Advanced Searches' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Getting Started With Kibana Advanced Searches in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.820141 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.820141+02:00' https://dzone.com/articles/gitlab-ci-with-docker-environment-variable-quirks: title: GitLab CI description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering GitLab CI in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.65449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.654490+02:00' https://dzone.com/articles/gitops-flux-vs-argo-cd: title: "dzone.com: GitOps: Flux vs Argo CD \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: GitOps: Flux vs Argo CD \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.234679 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.234679+02:00' https://dzone.com/articles/gitops-with-openshift-applier: title: 'redhat-cop: Openshift Applier' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030608.711443 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:08.711443+02:00' https://dzone.com/articles/googles-state-of-devops-2021-report-what-sres-need: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032095.009112 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.009112+02:00' https://dzone.com/articles/groovy-goodness-using-the-call-operator: title: 'dzone: Groovy Goodness: Using The Call Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Groovy Goodness: Using The Call Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.135047 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.135047+02:00' https://dzone.com/articles/how-quickly-get-started-sonar: title: 'Dzone: How to quickly get started with Sonar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: How to quickly get started with Sonar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.271771 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.271771+02:00' https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline: title: '==dzone.com: How To Build an Effective CI/CD Pipeline==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: How To Build an Effective CI/CD Pipeline== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.164845 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.164845+02:00' https://dzone.com/articles/how-to-configure-ha-proxy-as-a-proxy-and-loadbalan: title: 'dzone.com: How to Configure HAProxy as a Proxy and Load Balancer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: How to Configure HAProxy as a Proxy and Load Balancer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736180.368834 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:00.368834+02:00' https://dzone.com/articles/how-to-create-microservices-using-spring: title: "dzone: How to Create Microservices Using Spring \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: How to Create Microservices Using Spring \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.861636 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.861636+02:00' https://dzone.com/articles/how-to-create-rest-api-with-spring-boot: title: 'Dzone: How to Create a REST API With Spring Boot' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: How to Create a REST API With Spring Boot in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.269944 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.269944+02:00' https://dzone.com/articles/how-to-deploy-apps-effortlessly-with-packer-and-te: title: 'Dzone: how to deploy apps effortlessly with **packer and terraform**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: how to deploy apps effortlessly with **packer and terraform** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736233.699412 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:53.699412+02:00' https://dzone.com/articles/how-to-explain-kubernetes-to-a-business-team: title: ==How to Explain Kubernetes to a Business Team== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.301474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.301474+02:00' https://dzone.com/articles/how-to-manage-vulnerabilities-in-modern-cloud-nati: title: 'dzone.com: How To Manage Vulnerabilities in Modern Cloud-Native Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: How To Manage Vulnerabilities in Modern Cloud-Native Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735924.663749 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:44.663749+02:00' https://dzone.com/articles/how-to-read-a-thread-dump: title: How to read a Thread Dump description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering How to read a Thread Dump in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.741585 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.741585+02:00' https://dzone.com/articles/how-to-run-the-spring-boot-application-as-a-stand: title: 'dzone: How To Run the Spring Boot Application as a Stand-Alone Java Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: How To Run the Spring Boot Application as a Stand-Alone Java Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.4933 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.493300+02:00' https://dzone.com/articles/how-to-set-up-a-gatling-tests-implementation-envir: title: "How to Set up a Gatling Test's Implementation Environment \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering How to Set up a Gatling Test's Implementation Environment \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.335261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.335261+02:00' https://dzone.com/articles/how-to-setup-scalable-jenkins-on-top-of-a-kubernet: title: 'dzone: how to setup scalable jenkins on top of a kubernetes cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: how to setup scalable jenkins on top of a kubernetes cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.615708 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.615708+02:00' https://dzone.com/articles/how-to-take-thread-dumps-7-options: title: 'dzone: 8 Options for Capturing Thread Dumps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: 8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.701554 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md - docs/ocp3.md v2_locations: - monitoring.md - ocp3.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.701554+02:00' https://dzone.com/articles/how-to-understand-and-setup-kubernetes-networking: title: "dzone: How to Understand and Set Up Kubernetes Networking \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: How to Understand and Set Up Kubernetes Networking \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736023.195304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:23.195304+02:00' https://dzone.com/articles/how-to-use-aws-iam-role-on-aws-eks-pods: title: "dzone.com: How to Use AWS IAM Role on AWS EKS PODs \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: How to Use AWS IAM Role on AWS EKS PODs \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736077.886764 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:17.886764+02:00' https://dzone.com/articles/how-to-use-gatling-with-maven: title: How to Use Gatling With Maven description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering How to Use Gatling With Maven in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736132.956896 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:12.956896+02:00' https://dzone.com/articles/how-to-use-postman-to-manage-and-execute-your-apis: title: 'Dzone: how to use postman to manage and execute your APIs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: how to use postman to manage and execute your APIs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736135.010934 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:15.010934+02:00' https://dzone.com/articles/how-to-use-regex-extractor-in-gatling-projects: title: How to Use RegEx Extractor in Gatling Projects description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering How to Use RegEx Extractor in Gatling Projects in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736133.75185 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:13.751850+02:00' https://dzone.com/articles/how-your-application-architecture-evolved: title: "How Your Application Architecture Has Evolved \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering How Your Application Architecture Has Evolved \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735971.913723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - index.md - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:31.913723+02:00' https://dzone.com/articles/immutable-infrastructure-cicd-using-hashicorp-terr: title: 'dzone: Immutable Infrastructure CI/CD Using Hashicorp Terraform and Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Immutable Infrastructure CI/CD Using Hashicorp Terraform and Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736231.831447 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:51.831447+02:00' https://dzone.com/articles/implementing-serverless-microservices-architecture: title: 'dzone: Implementing Serverless Microservices Architecture on AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Implementing Serverless Microservices Architecture on AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736155.045237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:35.045237+02:00' https://dzone.com/articles/importing-a-maven-project-in-intellij-idea: title: 'Dzone: Maven IntelliJ Idea Project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Maven IntelliJ Idea Project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.198054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.198054+02:00' https://dzone.com/articles/install-openshift-container-platform-in-minutes-video: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.741717 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.741717+02:00' https://dzone.com/articles/installing-maven: title: 'Dzone: Installing Maven With Your JDK' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Installing Maven With Your JDK in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736082.977067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:22.977067+02:00' https://dzone.com/articles/integration-tests-with-maven: title: 'Dzone: Integration Tests with Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Integration Tests with Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.128055 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.128055+02:00' https://dzone.com/articles/introducing-amp-assimilating-caching-quick-read-fo: title: "Dzone: An Introduction to Caching: How and Why We Do It \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: An Introduction to Caching: How and Why We Do It \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735880.124796 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:00.124796+02:00' https://dzone.com/articles/introduction-to-kubernetes-part-1: title: "dzone: Introduction To Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Introduction To Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736180.47912 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:00.479120+02:00' https://dzone.com/articles/introduction-to-liquibase-and-managing-your-databa: title: 'dzone: Introduction to Liquibase and Managing Your Database Source Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Introduction to Liquibase and Managing Your Database Source Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.281568 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:08.281568+02:00' https://dzone.com/articles/introduction-to-message-brokers-part-1-apache-kafk: title: 'Dzone: Introduction to Message Brokers. Part 1: Apache Kafka vs. RabbitMQ' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Introduction to Message Brokers. Part 1: Apache Kafka vs. RabbitMQ in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.576579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.576579+02:00' https://dzone.com/articles/introduction-to-message-brokers-part-2-activemq-vs: title: 'Dzone: Introduction to Message Brokers. Part 2: ActiveMQ vs. Redis Pub/Sub' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Introduction to Message Brokers. Part 2: ActiveMQ vs. Redis Pub/Sub in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736082.685022 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:22.685022+02:00' https://dzone.com/articles/jakarta-ee-amp-wildfly-running-on-kubernetes: title: 'Dzone: Jakarta EE & Wildfly Running on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Jakarta EE & Wildfly Running on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735983.128984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_app_servers.md v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:43.128984+02:00' https://dzone.com/articles/java-creator-james-gosling-interview: title: 'dzone: Java Creator James Gosling Interview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Java Creator James Gosling Interview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735986.11353 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:46.113530+02:00' https://dzone.com/articles/java-inside-docker-what-you-must-know-to-not-fail: title: 'dzone.com: Java Inside Docker: What You Must Know to Not FAIL' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Java Inside Docker: What You Must Know to Not FAIL in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.861275 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.861275+02:00' https://dzone.com/articles/java-performance-monitoring-5-open-source-tools-you-should-know: title: 'dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736105.03657 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:45.036570+02:00' https://dzone.com/articles/jenkins-in-a-nutshell: title: 'dzone: jenkins in a nutshell' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: jenkins in a nutshell in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735991.549023 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:51.549023+02:00' https://dzone.com/articles/jenkins-publish-maven-artifacts-to-nexus-oss-using: title: "Jenkins: Publish Maven Artifacts to Nexus OSS Using Pipelines or Maven Jobs' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Jenkins: Publish Maven Artifacts to Nexus OSS Using Pipelines or Maven Jobs' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736154.649504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.649504+02:00' https://dzone.com/articles/jenkins-vs-gitlab-ci-battle-of-cicd-tools: title: 'dzone: Jenkins vs GitLab CI: Battle of CI/CD Tools' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Jenkins vs GitLab CI: Battle of CI/CD Tools in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735993.341722 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:53.341722+02:00' https://dzone.com/articles/jmeter-tutorial-1: title: 'Dzone: JMeter tutorial' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: JMeter tutorial in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.770264 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.770264+02:00' https://dzone.com/articles/jmeter-tutorial-for-beginners-jmeter-load-testing: title: 'Dzone: JMeter tutorial for beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: JMeter tutorial for beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736132.867865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:12.867865+02:00' https://dzone.com/articles/jvm-architecture-explained: title: "DZone: The JVM Architecture Explained \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering DZone: The JVM Architecture Explained \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735981.664665 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:41.664665+02:00' https://dzone.com/articles/kibana-hacks-5-tips-and-tricks: title: 'dzone: Kibana Hacks: 5 Tips and Tricks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Kibana Hacks: 5 Tips and Tricks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.487797 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.487797+02:00' https://dzone.com/articles/kubectl-commands-cheat-sheet: title: 'dzone: kubectl commands cheat sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: kubectl commands cheat sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735889.614752 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:09.614752+02:00' https://dzone.com/articles/kubernetes-architecture-diagram: title: "==dzone.com: Kubernetes Architecture Diagram== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dzone.com: Kubernetes Architecture Diagram== \U0001F31F\U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736190.949886 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:10.949886+02:00' https://dzone.com/articles/kubernetes-distributions-how-do-i-choose-one: title: 'Dzone.com: A Comparison of Kubernetes Distributions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: A Comparison of Kubernetes Distributions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735972.888108 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:32.888108+02:00' https://dzone.com/articles/kubernetes-monitoring-best-practices-methods-and-e: title: 'dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing'' Solutions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing'' Solutions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.588494 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.588494+02:00' https://dzone.com/articles/learn-how-to-setup-a-cicd-pipeline-from-scratch: title: "dzone: learn how to setup a cicd pipeline from scratch \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: learn how to setup a cicd pipeline from scratch \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.769968 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.769968+02:00' https://dzone.com/articles/load-testing-your-database-connected-apis-with-gat: title: Load Testing Your DataBase-Connected APIs With Gatling description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Load Testing Your DataBase-Connected APIs With Gatling in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736134.80276 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:14.802760+02:00' https://dzone.com/articles/manage-multiple-environments-with-terraform-worksp: title: 'dzone: Manage Multiple Environments With Terraform Workspaces' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Manage Multiple Environments With Terraform Workspaces in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736233.317505 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:53.317505+02:00' https://dzone.com/articles/managing-helm-releases-the-gitops-way: title: 'dzone: managing helm releases the gitops way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: managing helm releases the gitops way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735950.936005 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:10.936005+02:00' https://dzone.com/articles/managing-kubernetes-secrets: title: "dzone: Managing Secrets Deployment in GitOps Workflow \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Managing Secrets Deployment in GitOps Workflow \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735924.958279 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:44.958279+02:00' https://dzone.com/articles/managing-your-database-with-liquibase-and-gradle: title: 'dzone: Managing Your Database With Liquibase and Gradle' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Managing Your Database With Liquibase and Gradle in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.401974 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:08.401974+02:00' https://dzone.com/articles/maven-skipping-tests: title: 'Dzone: Maven Skipping Tests' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Maven Skipping Tests in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736082.310523 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:22.310523+02:00' https://dzone.com/articles/meet-the-docker-maven-plugin: title: 'Dzone: Meet the Docker Maven Plugin!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Meet the Docker Maven Plugin! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.750557 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.750557+02:00' https://dzone.com/articles/memory-leak-andjava-code: title: 'DZone: Memory Leaks and Java Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone: Memory Leaks and Java Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735985.000702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:45.000702+02:00' https://dzone.com/articles/messaging-for-multicloud-resilience: title: 'dzone: Resilient MultiCloud Messaging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Resilient MultiCloud Messaging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736080.995892 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:20.995892+02:00' https://dzone.com/articles/micro-frontend-architecture: title: '==dzone: Micro-Frontend Architecture==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone: Micro-Frontend Architecture== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735973.621106 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:33.621106+02:00' https://dzone.com/articles/micro-frontends-by-example-8: title: "dzone: Micro Frontends With Example \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Micro Frontends With Example \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735972.793958 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:32.793958+02:00' https://dzone.com/articles/microservices-and-the-event-aggregator-pattern: title: "dzone.com: What Are Microservices and The Event Aggregator Pattern? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: What Are Microservices and The Event Aggregator Pattern? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736080.900916 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:20.900916+02:00' https://dzone.com/articles/microservices-event-driven-architecture-and-kafka: title: "dzone.com: Microservices, Event-Driven Architecture and Kafka \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: Microservices, Event-Driven Architecture and Kafka \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.573805 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.573805+02:00' https://dzone.com/articles/microservices-patterns-sidecar: title: 'dzone: Microservices Patterns: Sidecar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Microservices Patterns: Sidecar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736221.536738 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:41.536738+02:00' https://dzone.com/articles/microservices-quarkus-vs-spring-boot: title: 'dzone: Microservices: Quarkus vs. Spring Boot' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Microservices: Quarkus vs. Spring Boot in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735986.580419 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:46.580419+02:00' https://dzone.com/articles/mitigating-devops-repository-risks: title: 'dzone: Mitigating DevOps Repository Risks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Mitigating DevOps Repository Risks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030538.484054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:58.484054+02:00' https://dzone.com/articles/monitoring-using-spring-boot-20-prometheus-and-gra: title: Set Up and Integrate Prometheus With Grafana for Monitoring. description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Set Up and Integrate Prometheus With Grafana for Monitoring. in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736135.62742 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:15.627420+02:00' https://dzone.com/articles/monolith-to-microservices-using-the-strangler-patt: title: "dzone: Monolith to Microservices Using the Strangler Pattern \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Monolith to Microservices Using the Strangler Pattern \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735971.627115 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:31.627115+02:00' https://dzone.com/articles/multi-container-pod-design-patterns-in-kubernetes: title: 'dzone: Multi-Container Pod Design Patterns in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Multi-Container Pod Design Patterns in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736221.776018 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:41.776018+02:00' https://dzone.com/articles/next-gen-data-pipes-with-spark-kafka-and-k8s: title: "dzone: Next-Gen Data Pipes With Spark, Kafka and k8s \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Next-Gen Data Pipes With Spark, Kafka and k8s \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.5493 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.549300+02:00' https://dzone.com/articles/nginx-reverse-proxy-ubuntu-1804: title: 'Dzone: Nginx Reverse Proxy Ubuntu 18.04' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Nginx Reverse Proxy Ubuntu 18.04 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736180.305109 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:00.305109+02:00' https://dzone.com/articles/oauth-20-beginners-guide: title: Dzone - OAuth 2.0 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Dzone - OAuth 2.0 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736026.383878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:26.383878+02:00' https://dzone.com/articles/openshift-egress-options: title: 'dzone: OpenShift Egress Options' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: OpenShift Egress Options in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.067866 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: - ocp4.md - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.067866+02:00' https://dzone.com/articles/optimize-aws-costs-with-cloudwatchs-advanced-metri: title: 'dzone: Optimize AWS Costs With CloudWatch''s Advanced Metrics, Dashboards,'' and Alerts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Optimize AWS Costs With CloudWatch''s Advanced Metrics, Dashboards,'' and Alerts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735875.90038 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:55.900380+02:00' https://dzone.com/articles/optimizing-kubernetes-clusters-for-better-efficien-1: title: "dzone.com: Optimizing Kubernetes Clusters for Better Efficiency and Cost' Savings \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: Optimizing Kubernetes Clusters for Better Efficiency and Cost' Savings \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736221.352032 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:41.352032+02:00' https://dzone.com/articles/origins-trunk-based: title: The Origins of Trunk Based Development description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering The Origins of Trunk Based Development in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.416739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.416739+02:00' https://dzone.com/articles/parameterize-jenkinsfile-in-multibranch-jobs: title: "dzone: Parameterize Jenkinsfile in MultiBranch Jobs \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Parameterize Jenkinsfile in MultiBranch Jobs \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735991.878378 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:51.878378+02:00' https://dzone.com/articles/part-2-deploying-applications: title: 'Dzone: Part 2: Deploying Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Part 2: Deploying Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.437249 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.437249+02:00' https://dzone.com/articles/perfomance-testing-with-gatling: title: Perfomance Testing with Gatling description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Perfomance Testing with Gatling in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736134.879574 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:14.879574+02:00' https://dzone.com/articles/performance-improvement-in-java-applications-orm-j: title: "DZone: Performance Improvement in Java Applications: ORM/JPA \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering DZone: Performance Improvement in Java Applications: ORM/JPA \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.745099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.745099+02:00' https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1: title: 'dzone.com: Performance Patterns in Microservices-Based Integrations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.218109 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md - docs/monitoring.md v2_locations: - kubernetes.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.218109+02:00' https://dzone.com/articles/platform-as-code-with-openshift-amp-terraform: title: 'Dzone: Platform as Code With Openshift and Terraform' description: '' year: '2022' stars: 0 ai_summary: An analytical piece detailing the 'Platform as Code' paradigm using OpenShift and Terraform. Explores enterprise automation strategies, state segregation, and declarative resource definitions for managing secure OpenShift enterprise clusters. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Red Hat OpenShift - Platform as Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://dzone.com/articles/postgresql-ha-and-kubernetes: title: 'dzone: PostgreSQL HA and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: PostgreSQL HA and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.330105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.330105+02:00' https://dzone.com/articles/postgresql-versus-mysql-performance: title: 'dzone: PostgreSQL vs MySQL Performance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: PostgreSQL vs MySQL Performance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.632 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.632000+02:00' https://dzone.com/articles/programming-styles-spring-boot-vis-a-vis-with-ecli: title: "Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735943.465411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md - docs/java_frameworks.md v2_locations: - faq.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:03.465411+02:00' https://dzone.com/articles/prometheus-collectors: title: Monitoring Self-Destructing Apps Using Prometheus description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Monitoring Self-Destructing Apps Using Prometheus in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736135.6519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:15.651900+02:00' https://dzone.com/articles/prometheus-monitoring-with-grafana: title: Prometheus Monitoring With Grafana. Prometheus Stats Dashboard and Prometheus Benchmark Dashboard description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Prometheus Monitoring With Grafana. Prometheus Stats Dashboard and Prometheus Benchmark Dashboard in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735950.457764 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:10.457764+02:00' https://dzone.com/articles/query-json-using-sql-with-couchbase-query-workbenc: title: Query JSON Using SQL With Couchbase Query Workbench description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Query JSON Using SQL With Couchbase Query Workbench in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736112.095492 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:52.095492+02:00' https://dzone.com/articles/quick-start-witj-sonarqube-for-static-code-analysi: title: 'Dzone: Quick start with sonarqube for static code analysis' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Quick start with sonarqube for static code analysis in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.271697 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.271697+02:00' https://dzone.com/articles/rapidapi-provides-api-marketplace-and-insight: title: 'dzone: RapidAPI Provides API Marketplace and Insight' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: RapidAPI Provides API Marketplace and Insight in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735921.576679 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:41.576679+02:00' https://dzone.com/articles/rate-limiting-for-microservices: title: "dzone: Custom Rate Limiting for Microservices \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Custom Rate Limiting for Microservices \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735921.644313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:41.644313+02:00' https://dzone.com/articles/removing-the-bastion-host-and-improving-the-securi: title: 'dzone: Removing the Bastion Host and Improving the Security in AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Removing the Bastion Host and Improving the Security in AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735877.784154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:57.784154+02:00' https://dzone.com/articles/rest-api-tutorials: title: 'Dzone: REST API tutorials' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: REST API tutorials in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.527422 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.527422+02:00' https://dzone.com/articles/rest-api-versioning-strategies-1: title: 'dzone: REST API Versioning Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: REST API Versioning Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.352224 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.352224+02:00' https://dzone.com/articles/rest-vs-messaging-for-microservices: title: "dzone.com: REST vs. Messaging for Microservices \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: REST vs. Messaging for Microservices \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.370352 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md - index.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.370352+02:00' https://dzone.com/articles/restful-applications-in-an-event-driven-architecture: title: 'dzone: RESTful Applications in An Event-Driven Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: RESTful Applications in An Event-Driven Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.075504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.075504+02:00' https://dzone.com/articles/run-and-scale-an-apache-spark-application-on-kuber: title: 'dzone: Run and Scale an Apache Spark Application on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Run and Scale an Apache Spark Application on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736013.020587 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-bigdata.md v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:13.020587+02:00' https://dzone.com/articles/running-ansible-at-scale: title: 'Dzone: Running Ansible at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Running Ansible at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.466561 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.466561+02:00' https://dzone.com/articles/running-ansible-playbooks-from-jenkins: title: 'Dzone: Running Ansible Playbooks From Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.267475 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md - docs/jenkins.md v2_locations: - ansible.md - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.267475+02:00' https://dzone.com/articles/running-apache-spark-on-kubernetes: title: 'dzone: Running Apache Spark on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Running Apache Spark on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736013.081579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-bigdata.md v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:13.081579+02:00' https://dzone.com/articles/running-cucumber-with-maven: title: 'Dzone.com: Running Cucumber with Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: Running Cucumber with Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.570808 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.570808+02:00' https://dzone.com/articles/running-elasticsearch-on-kubernetes: title: 'dzone: Running Elasticsearch on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Running Elasticsearch on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.019797 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.019797+02:00' https://dzone.com/articles/running-jenkins-server-with-configuration-as-code: title: "Dzone: Running Jenkins Server With Configuration-as-Code \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: Running Jenkins Server With Configuration-as-Code \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.132981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.132981+02:00' https://dzone.com/articles/scale-to-zero-with-kubernetes: title: 'dzone: Scale to Zero With Kubernetes with KEDA and/or Knative' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Scale to Zero With Kubernetes with KEDA and/or Knative in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736002.213854 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:02.213854+02:00' https://dzone.com/articles/seamless-migration-from-kafka-to-kubemq: title: 'dzone: KubeMQ: A Modern Alternative to Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: KubeMQ: A Modern Alternative to Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736081.076308 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:21.076308+02:00' https://dzone.com/articles/security-matters-vulnerability-scanning-done-right-1: title: "==dzone: Security Matters: Vulnerability Scanning Done Right!== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dzone: Security Matters: Vulnerability Scanning Done Right!== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735925.019392 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:45.019392+02:00' https://dzone.com/articles/session-stickiness-in-openshift: title: Shared/Stikcy sessions are enabled by default description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030499.553431 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:19.553431+02:00' https://dzone.com/articles/shift-left-a-developers-pipeline-dream: title: '==dzone.com: Shift-Left: A Developer''s Pipe(line) Dream?==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: Shift-Left: A Developer''s Pipe(line) Dream?== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735971.757288 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:31.757288+02:00' https://dzone.com/articles/software-deployment-best-practices: title: Software Deployment Best Practices in 2023 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029056.351758 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:16.351758+02:00' https://dzone.com/articles/software-engineering-best-practices-that-high-perf: title: '==dzone.com: Software Engineering Best Practices That High-Performing Teams'' Follow==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: Software Engineering Best Practices That High-Performing Teams'' Follow== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735922.815993 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:42.815993+02:00' https://dzone.com/articles/solving-dependency-conflicts-in-maven: title: 'Dzone.com: Solving Dependency conflicts in maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone.com: Solving Dependency conflicts in maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736083.005041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:23.005041+02:00' https://dzone.com/articles/sonarcloud-integration-with-springboot-maven: title: 'Dzone: SonarCloud integration with SpringBoot Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: SonarCloud integration with SpringBoot Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.712417 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.712417+02:00' https://dzone.com/articles/sonarqube-scanning-in-15-minutes-2: title: 'Dzone: Sonarqube scanning in 15 minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Sonarqube scanning in 15 minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.345192 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.345192+02:00' https://dzone.com/articles/spring-boot-framework-tutorials: title: 'dzone: All About Spring Boot (Tutorials and Articles)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: All About Spring Boot (Tutorials and Articles) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.55364 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.553640+02:00' https://dzone.com/articles/spring-boot-restful-web-service-complete-example: title: 'Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735867.896146 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:47.896146+02:00' https://dzone.com/articles/spring-cloud-config-server-on-kubernetes-part-1: title: 'dzone: Spring Cloud Config Server on Kubernetes (Part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Spring Cloud Config Server on Kubernetes (Part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735984.575252 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:44.575252+02:00' https://dzone.com/articles/sre-vs-devopssre-is-to-devops-what-scrum-is-to-agi: title: 'dzone: SRE vs. DevOps: SRE Is to DevOps What Scrum Is to Agile' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: SRE vs. DevOps: SRE Is to DevOps What Scrum Is to Agile in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736167.916449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:47.916449+02:00' https://dzone.com/articles/stateful-microservices-with-apache-ignite: title: 'dzone: Stateful Microservices With Apache Ignite' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Stateful Microservices With Apache Ignite in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735900.966325 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:20.966325+02:00' https://dzone.com/articles/tackling-the-top-5-kubernetes-debugging-challenges: title: '==dzone.com: Tackling the Top 5 Kubernetes Debugging Challenges==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com: Tackling the Top 5 Kubernetes Debugging Challenges== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736056.908916 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:56.908916+02:00' https://dzone.com/articles/terraform-cli-cheat-sheet: title: 'dzone: Terraform Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Terraform Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735889.694243 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:09.694243+02:00' https://dzone.com/articles/terraform-explained-in-5-minutes: title: 'dzone: Terraform Explained in Five Minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Terraform Explained in Five Minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736231.656905 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:51.656905+02:00' https://dzone.com/articles/terraform-with-aws: title: 'Dzone: terraform with AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: terraform with AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736233.088323 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:53.088323+02:00' https://dzone.com/articles/testing-the-untestable-and-other-anti-patterns: title: 'dzone: Testing the Untestable and Other Anti-Patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Testing the Untestable and Other Anti-Patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736155.042104 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:35.042104+02:00' https://dzone.com/articles/the-10-minute-read-to-understanding-devops-tools: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029291.503112 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:11.503112+02:00' https://dzone.com/articles/the-best-cloud-migration-approach-lift-and-shift-r: title: 'dzone: The Best Cloud Migration Approach: Lift-And-Shift, Replatform, Or'' Refactor?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: The Best Cloud Migration Approach: Lift-And-Shift, Replatform, Or'' Refactor? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.940522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.940522+02:00' https://dzone.com/articles/the-best-java-testing-frameworks-to-focus-in-2021: title: 'dzone: The Best Java Testing Frameworks to focus in 2021' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: The Best Java Testing Frameworks to focus in 2021 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735993.484468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:53.484468+02:00' https://dzone.com/articles/the-concept-of-domain-driven-design-explained: title: '==dzone: The Concept of Domain-Driven Design Explained==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone: The Concept of Domain-Driven Design Explained== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735973.096083 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:33.096083+02:00' https://dzone.com/articles/the-groovy-templates-cheat-sheet-for-jmeter: title: Groovy Templates Cheat Sheet for JMeter description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Groovy Templates Cheat Sheet for JMeter in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735890.047013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:10.047013+02:00' https://dzone.com/articles/the-keys-to-performance-tuning-and-testing: title: 'dzone.com: The Keys to Performance Tuning and Testing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: The Keys to Performance Tuning and Testing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736105.22286 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:45.222860+02:00' https://dzone.com/articles/the-power-of-automated-testing-and-test-management: title: 'Dzone: The power of automated testing and test management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: The power of automated testing and test management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.441215 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.441215+02:00' https://dzone.com/articles/the-ultimate-json-library-jsonsimple-vs-gson-vs-ja: title: 'dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.'' JSONP' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.'' JSONP in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736180.369097 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-18T00:43:00.369097+02:00' https://dzone.com/articles/top-10-best-practices-for-jenkins-pipeline: title: 'Dzone: Top 10 Best Practices for Jenkins Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Top 10 Best Practices for Jenkins Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735992.375378 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:52.375378+02:00' https://dzone.com/articles/top-10-low-code-articles: title: 'dzone: Top 10 Low-Code Articles' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Top 10 Low-Code Articles in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.48926 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/lowcode-nocode.md v2_locations: - lowcode-nocode.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:08.489260+02:00' https://dzone.com/articles/top-11-challenges-in-automation-testing-using-sele: title: 'Dzone: top 11 challenges in autmation testing using selenium' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: top 11 challenges in autmation testing using selenium in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736169.726327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:49.726327+02:00' https://dzone.com/articles/top-20-git-commands-with-examples: title: "dzone.com: Top 20 git commands with examples \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: Top 20 git commands with examples \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735939.792352 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:59.792352+02:00' https://dzone.com/articles/top-35-git-commands-with-examples-and-bonus: title: "dzone: Top 35 Git Commands With Examples \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: Top 35 Git Commands With Examples \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735889.754154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:09.754154+02:00' https://dzone.com/articles/top-40-project-management-terms-and-concepts-of-20: title: 'dzone: Top 40 Project Management Terms and Concepts of 2019' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Top 40 Project Management Terms and Concepts of 2019 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736245.596822 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:05.596822+02:00' https://dzone.com/articles/top-microservices-testing-tools-testers-should-kno: title: 'dzone: Top Microservices Testing Tools Testers Should Know About' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Top Microservices Testing Tools Testers Should Know About in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736155.089281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:35.089281+02:00' https://dzone.com/articles/top-time-wastes-as-a-software-engineer: title: 'dzone: Top 6 Time Wastes as a Software Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Top 6 Time Wastes as a Software Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735971.529758 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:31.529758+02:00' https://dzone.com/articles/transitioning-from-monolith-to-microservices: title: 'dzone: Transitioning from Monolith to Microservices (with python django'' example)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Transitioning from Monolith to Microservices (with python django'' example) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735970.920548 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:30.920548+02:00' https://dzone.com/articles/troubleshoot-sudden-cpu-spikes: title: 'DZone: How to Troubleshoot Sudden CPU Spikes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone: How to Troubleshoot Sudden CPU Spikes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.02022 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.020220+02:00' https://dzone.com/articles/understanding-openshift-security-context-constrain: title: ref3 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ref3 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736123.045081 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md - docs/openshift.md v2_locations: - crunchydata.md - openshift.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:03.045081+02:00' https://dzone.com/articles/understanding-the-java-memory-model-and-the-garbag: title: "DZone: Understanding the Java Memory Model and Garbage Collection \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering DZone: Understanding the Java Memory Model and Garbage Collection \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.84303 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.843030+02:00' https://dzone.com/articles/using-gitlab-rest-api-to-create-projects: title: 'Dzone: using gitlab API to create projects' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: using gitlab API to create projects in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.919111 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.919111+02:00' https://dzone.com/articles/visualize-your-apache-kafka-streams-using-the-quar: title: 'dzone: Visualize your Apache Kafka Streams using the Quarkus Dev UI' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Visualize your Apache Kafka Streams using the Quarkus Dev UI in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.16698 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.166980+02:00' https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly: title: 'dzone: We Are Testing Software Incorrectly and It''s Costly' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: We Are Testing Software Incorrectly and It''s Costly in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736154.875686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.875686+02:00' https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops: title: 'dzone.com: What Is APIOps? How to Be Successful at It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: What Is APIOps? How to Be Successful at It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736245.17665 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:44:05.176650+02:00' https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul: title: 'dzone: What Is CIDR (Classless Inter-Domain Routing)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: What Is CIDR (Classless Inter-Domain Routing) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.737613 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.737613+02:00' https://dzone.com/articles/what-is-devops-2: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031478.142171 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.142171+02:00' https://dzone.com/articles/what-is-noops: title: 'Dzone: What Is NoOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: What Is NoOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736111.853338 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/noops.md v2_locations: - noops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:51.853338+02:00' https://dzone.com/articles/what-is-zero-trust-security: title: "dzone.com: What Is Zero Trust Security? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone.com: What Is Zero Trust Security? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735925.08023 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:38:45.080230+02:00' https://dzone.com/articles/when-to-use-logic-apps-and-azure-functions: title: 'dzone: When to Use Logic Apps and Azure Functions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: When to Use Logic Apps and Azure Functions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.441719 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.441719+02:00' https://dzone.com/articles/when-to-use-serverless-when-to-use-kubernetes: title: "dzone: When to Use Serverless, and When to Use Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone: When to Use Serverless, and When to Use Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736168.348581 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:48.348581+02:00' https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature: title: "Dzone: Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone: Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.416313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.416313+02:00' https://dzone.com/articles/why-sonarqube-1: title: 'Dzone: Why SonarQube' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Why SonarQube in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736169.133887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:49.133887+02:00' https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing: title: 'Dzone: Zipkin vs. Jaeger: Getting Started With Tracing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Zipkin vs. Jaeger: Getting Started With Tracing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736103.092963 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:43.092963+02:00' https://dzone.com/asset/download/212: title: 'Dzone refcard: Apache Maven 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Apache Maven 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030970.766278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:10.766278+02:00' https://dzone.com/asset/download/223: title: 'Dzone refcard: Getting Started with Maven Repository Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Getting Started with Maven Repository Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033213.042461 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:33.042461+02:00' https://dzone.com/devops-tutorials-tools-news: title: 'dzone: DevOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.801042 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.801042+02:00' https://dzone.com/refcardz/advanced-kubernetes: title: "dzone refcard: Advanced kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone refcard: Advanced kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.957856 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.957856+02:00' https://dzone.com/refcardz/binary-repository-management: title: 'Dzone refcard: Using Repository Managers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Using Repository Managers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032045.950351 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:05.950351+02:00' https://dzone.com/refcardz/continuous-delivery-patterns: title: "Dzone refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software' Lifecycle \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software' Lifecycle \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034568.804406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:08.804406+02:00' https://dzone.com/refcardz/continuous-delivery-with-jenkins-pipeline: title: "Dzone refcard: **Continuous Delivery with Jenkins Pipeline** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone refcard: **Continuous Delivery with Jenkins Pipeline** \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033342.573094 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:42.573094+02:00' https://dzone.com/refcardz/continuous-integration-servers: title: 'DZone: Continuous Integration: Servers and Tools' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone: Continuous Integration: Servers and Tools in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032227.622329 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:07.622329+02:00' https://dzone.com/refcardz/declarative-pipeline-with-jenkins: title: "DZone refcard: declarative pipeline with jenkins \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering DZone refcard: declarative pipeline with jenkins \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032455.11482 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.114820+02:00' https://dzone.com/refcardz/essential-apache-http-server: title: 'Dzone Refcard: Essential Apache HTTP Server' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone Refcard: Essential Apache HTTP Server in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029992.765437 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.765437+02:00' https://dzone.com/refcardz/getting-started-git: title: 'dzone.com: refcard - getting started with git' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone.com: refcard - getting started with git in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032162.899867 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md - docs/git.md v2_locations: - cheatsheets.md - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:02.899867+02:00' https://dzone.com/refcardz/getting-started-infinispan: title: 'Dzone: Getting Started with Infinispan' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone: Getting Started with Infinispan in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.031226 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.031226+02:00' https://dzone.com/refcardz/getting-started-with-apache-jmeter?chapter=1: title: 'Dzone Refcard: Getting Started with Apache JMeter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone Refcard: Getting Started with Apache JMeter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.146319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.146319+02:00' https://dzone.com/refcardz/getting-started-with-docker-1: title: 'Dzone refcard: Getting Started with Docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Getting Started with Docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031826.921184 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:26.921184+02:00' https://dzone.com/refcardz/getting-started-with-openshift: title: "dzone refcard: Getting Started With OpenShift \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering dzone refcard: Getting Started With OpenShift \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030418.328575 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md - docs/ocp4.md v2_locations: - cheatsheets.md - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:58.328575+02:00' https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions: title: 'dzone refcard: Getting Started With Quarkus Serverless Functions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone refcard: Getting Started With Quarkus Serverless Functions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030553.837454 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:13.837454+02:00' https://dzone.com/refcardz/getting-started-with-rancher: title: "dzone: Getting Started With Rancher \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A quick-start Refcard outlining basic SUSE Rancher setup mechanisms, underlying architecture, CNI options, and step-by-step guidance on initial multi-cluster configuration. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Management - Introduction - Quick Starts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://dzone.com/refcardz/git-patterns-and-anti-patterns: title: 'Dzone refcard: Git Patterns and Anti-Patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Git Patterns and Anti-Patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030204.27053 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:24.270530+02:00' https://dzone.com/refcardz/groovy: title: 'Dzone refcard: Groovy, a Rapid-Development JVM Language' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Groovy, a Rapid-Development JVM Language in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031125.5929 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:45.592900+02:00' https://dzone.com/refcardz/java-caching: title: 'DZone refcard: Java Caching' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone refcard: Java Caching in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031445.843975 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md - docs/java-and-java-performance-optimization.md v2_locations: - caching.md - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:05.843975+02:00' https://dzone.com/refcardz/java-containerization: title: "Dzone refcard: Java Containerization \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone refcard: Java Containerization \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032834.740016 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:14.740016+02:00' https://dzone.com/refcardz/jenkins-paas: title: 'Dzone refcard: Jenkins on PaaS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Jenkins on PaaS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031450.795506 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:10.795506+02:00' https://dzone.com/refcardz/kubernetes-essentials: title: 'Dzone refcard: Getting Started with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone refcard: Getting Started with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033210.760654 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:30.760654+02:00' https://dzone.com/refcardz/kubernetes-multi-cluster-management-and-governance: title: 'dzone refcard: Kubernetes Multi-Cluster Management and Governance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone refcard: Kubernetes Multi-Cluster Management and Governance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031425.516678 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.516678+02:00' https://dzone.com/refcardz/monitoring-kubernetes: title: 'DZone: Kubernetes Monitoring Essentials' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DZone: Kubernetes Monitoring Essentials in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030614.774975 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:14.774975+02:00' https://dzone.com/refcardz/quarkus-1: title: 'dzone: quarkus refcard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: quarkus refcard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030364.675038 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:04.675038+02:00' https://dzone.com/refcardz/rest-foundations-restful: title: "Dzone refcard: Foundations of **RESTful Architecture** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Dzone refcard: Foundations of **RESTful Architecture** \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029067.905809 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:27.905809+02:00' https://dzone.com/refcardz/scaling-and-augmenting-prometheus: title: 'Dzone Refcard: Scaling and Augmenting Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Dzone Refcard: Scaling and Augmenting Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030028.679056 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:28.679056+02:00' https://dzone.com/refcardz/scrum: title: 'dzone: Scrum refcard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: Scrum refcard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031543.439166 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.439166+02:00' https://dzone.com/refcardz/sql-syntax-for-apache-drill: title: 'dzone: SQL Syntax for Apache Drill' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering dzone: SQL Syntax for Apache Drill in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032034.516887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.516887+02:00' https://dzone.com/refcardz/the-essentials-of-gitops: title: "==dzone: The Essentials of GitOps== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==dzone: The Essentials of GitOps== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033921.518142 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md - index.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.518142+02:00' https://dzone.com/trendreports: title: dzone.com/trendreports description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030248.402354 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:08.402354+02:00' https://dzone.com/trendreports/devops-3: title: '==dzone.com/trendreports/devops-3: DevOps==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com/trendreports/devops-3: DevOps== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032282.235261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:02.235261+02:00' https://dzone.com/trendreports/kubernetes-in-the-enterprise-1: title: 'dzone: Kubernetes in the Enterprise - Trend Report' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033614.770279 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:14.770279+02:00' https://dzone.com/whitepapers/the-12-factor-app-infographic: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033715.606135 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:55.606135+02:00' https://e-learning.zeef.com/tracy.parish: title: 'zeef.com: e-learning' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering zeef.com: e-learning in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031061.138333 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/elearning.md v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.138333+02:00' https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks: title: Using Jenkins Pipeline parallel stages to build Maven project with different JDKs description: '' year: '2021' stars: 3 ai_summary: A technical guide illustrating how to build a Maven project against multiple JDKs simultaneously using Jenkins parallel stages. Live Grounding highlights its architectural utility for modern engineering, ensuring system backward-compatibility and multi-runtime reliability during pipeline validation. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - Jenkins - Parallel Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide: title: "Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide \U0001F31F" description: "- [Multiple Java versions in a single Jenkins Pipeline using Docker and SDKMAN\U0001F31F](https://www.youtube.com/watch?v=j1lH3vOhucw) I show you how you can use Jenkins Declarative Pipeline to create a build pipeline that compiles the Maven Java project using three different Java versions (8, 11, and 15.) You will learn how to use a matrix section of the Jenkins Pipeline to define parallel stages, as well as how to create a Docker image that provides both Java and Maven using the powerful SDKMAN command-line tool. After watching this video you should feel comfortable with setting up multiple parallel stages to build your Java project using different versions of the compiler. And what is most important - it does not require creating Dockerfiles for each Java version. I will show you how to build the pipeline using just a single Dockerfile that does the job. \n - [Jenkins Pipeline Maven build demo](https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman)" year: '2021' stars: 4 ai_summary: This tutorial explains how to use SDKMAN! inside a Docker container within a Jenkins Declarative Pipeline to build Java projects using different compiler versions. Live Grounding highlights its architectural value, eliminating the need to maintain distinct runner VMs or complex custom Dockerfiles for each target JDK configuration. language: English resource_type: Blog / Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - Jenkins - SDKMAN - Docker Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://ealtili.medium.com/deepdive-to-vpcs-and-connections-to-vpc-2de3fb164d7c: title: 'ealtili.medium.com: Deepdive to VPCs and Connections to VPC' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ealtili.medium.com: Deepdive to VPCs and Connections to VPC in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031108.803205 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:28.803205+02:00' https://ebook.bobby.sh/training.html: title: Introduction to Bash Scripting Interactive training description: '- [dev.to: Introduction to Bash Scripting - A DO Hackathon Submission](https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571)' year: '2022' stars: 0 ai_summary: A practical, interactive learning roadmap focused on scripting fundamentals. Coaches developers on variables, arrays, command-line arguments, exit statuses, and control loops to automate everyday infrastructure tasks. language: Bash resource_type: Interactive Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Automation - Bash Scripting tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://ec2.shop: title: 'ec2.shop: Compare AWS EC2 instance price from the CLI' description: '' year: '2021' stars: 4 ai_summary: A terminal-based tool enabling fast comparisons of EC2 instance types, pricing, and configurations directly from the command line. Significantly reduces operational friction for engineers sizing cloud compute resources. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a4872b0e37fb473a415206c3ebfc0db2475da9d557321004e51cbf0cf3340df2 health_score: 100.0 last_checked: 1779030653.111004 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS Cost Management - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-pricing.md v2_locations: - aws-pricing.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:53.111004+02:00' https://ecem.dev/kubernetes-basics-core-components-yaml-files-2a11841eb72a: title: 'ecem.dev: Kubernetes Basics, Core Components & Yaml Files' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ecem.dev: Kubernetes Basics, Core Components & Yaml Files in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031591.616448 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:31.616448+02:00' https://eclipse.dev/jkube: title: JKube description: '' year: '2025' stars: 4 ai_summary: Eclipse JKube is a collection of plugins and libraries used for building container images and generating Kubernetes manifests out of Java projects. Successor to the popular Fabric8 Maven Plugin, it integrates natively into Maven and Gradle builds. In 2026, it remains a robust enterprise choice for teams seeking to automate image builds and deployments directly from their existing JVM build pipelines. language: Java resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop - Maven Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://eclipse.dev/jkube/docs/migration-guide: title: "eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to Eclipse JKube \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: The official Eclipse foundation migration documentation for moving from Fabric8 to JKube. Live Grounding confirms this is the authoritative reference for modifying existing POM.xml profiles, aligning configuration namespaces, and preserving legacy custom templates under the new JKube APIs. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Migration tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://eclipse.org/jkube: title: JKube description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2b425737ec3ecdc20219c4eadd6dbcc2b17995f43c9b33e2972b5ea5d534fa07 health_score: 100.0 last_checked: 1779030385.493185 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:25.493185+02:00' ? https://economictimes.indiatimes.com/tech/technology/thoughtworks-xconf-tech-talk-series-serverless-vs-kubernetes-when-deploying-microservices/articleshow/89085544.cms : title: 'economictimes.indiatimes.com: Thoughtworks XConf Tech Talk Series: Serverless vs. Kubernetes when deploying microservices' description: '' year: '2022' stars: 3 ai_summary: Synthesizes thought leadership from Thoughtworks on microservice execution options. Covers structural overhead, execution latency, and regional portability issues. language: English resource_type: News/Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture Decisions - Comparisons - Kubernetes vs Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://eda.jortilles.com/en/jortilles-english: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e9aea4108a130eb6b1478f65c560f6b976b0ba2b194a4f134d805eeed1d7daa4 health_score: 100.0 last_checked: 1779030501.252443 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:21.252443+02:00' https://edgebricks.com/why-public-clouds-get-so-expensive-over-time: title: "edgebricks.com: Why Public Clouds Get So Expensive Over Time \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering edgebricks.com: Why Public Clouds Get So Expensive Over Time \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032223.878577 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:03.878577+02:00' https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e: title: 'edgehog.blog: Getting Started with K8s: Core Concepts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering edgehog.blog: Getting Started with K8s: Core Concepts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031074.268003 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:54.268003+02:00' https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c1: title: Getting Started with the DOM description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Getting Started with the DOM in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031448.647618 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/dom.md v2_locations: - dom.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:08.647618+02:00' https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters: title: "==edidiongasikpo.com: How to Give Developers Secure Access to Kubernetes' Clusters== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032556.267089 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.267089+02:00' https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html: title: 'edition.cnn.com: The Log4j security flaw could impact the entire internet. Here''s what you should know' description: '' year: '2021' stars: 0 ai_summary: This reporting details the widespread societal impact of the Log4Shell vulnerability across critical infrastructure networks. It explains the core concepts of the flaw and highlights the challenges organizations face with nested software dependencies. It is a useful case study for explaining software supply chain risks to non-technical stakeholders. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - Public Impact Reporting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://editor.cilium.io: title: "==editor.cilium.io== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 30857276ad41f46b3ba1a7646d8025c65d7faff1a36e4f9b26800fb5724e8b49 health_score: 100.0 last_checked: 1779030856.95366 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.953660+02:00' https://editor.networkpolicy.io: title: "editor.cilium.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Interactive web-based policy playground. Enables dynamic rendering and real-time visualization of Kubernetes security specifications, simplifying testing pipelines. language: TypeScript resource_type: Web Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Security - Policy Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://edotor.net: title: edotor.net description: '' year: '2024' stars: 3 ai_summary: An interactive, web-based DOT language editor. Serves as a streamlined sandbox to drop `terraform graph` outputs and tweak rendering settings without local Graphviz runtime dependencies. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Visualization - Online Editors tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://edu.gcfglobal.org/en: title: GCF LearnFree.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 706387a492a002123259fbb42ed6a8595a1bb1bd10e2d013a15c6d0ab1deebcd health_score: 100.0 last_checked: 1779030025.953954 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/elearning.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:25.953954+02:00' https://education.github.com: title: education.github.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d3ec3491d5d92257f86777a8d10d8ae28c3facc3f672b24ddd8595310685a834 health_score: 100.0 last_checked: 1779029472.767419 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:12.767419+02:00' https://education.github.com/git-cheat-sheet-education.pdf: title: "education.github.com: Git cheat sheet \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: 'Curator Insight: GitHub Education''s visual command reference designed for students and junior developers. Live Grounding: Tailored for fast scanning during lab sessions, this resource covers simple stage-commit-push cycles alongside basic remote configurations.' language: PDF resource_type: Official Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 952af3dfc702d051c0ac47e0d071c3831d7cc34f945a30be7aecda7c80ae5a35 health_score: 100.0 last_checked: 1779029575.344675 needs_ai_refresh: true hierarchy: - Development - Version Control - Git tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:52:55.344675+02:00' https://ee.kumuluz.com: title: KumuluzEE description: '' year: '2026' stars: 0 ai_summary: An award-winning, lightweight microservice framework that enables standard Java EE APIs to run as independent, containerized applications. It focuses on modular, plug-and-play architecture, bypassing heavy runtime components to achieve fast startup times and minimal cloud resource utilization. language: Java resource_type: Framework complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Runtimes - KumuluzEE tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3: title: "Python FAQ: Why should I use Python 3? \U0001F31F" description: '' year: '2016' stars: 0 ai_summary: Thorough technical justification for upgrading from Python 2 to Python 3, covering unicode string representation, syntax improvements, core engine optimizations, and ecosystem support. Represents a vital historical milestone in the migration timeline. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://eevans.co/blog/deconstructing-kubernetes-networking: title: 'eevans.co: Deconstructing Kubernetes Networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eevans.co: Deconstructing Kubernetes Networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.063569 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.063569+02:00' https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-with-github-action-part-1-16393af4d097: title: 'eggboy.medium.com: CI/CD Java apps securely to Azure Kubernetes Service'' with GitHub Action — Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eggboy.medium.com: CI/CD Java apps securely to Azure Kubernetes Service'' with GitHub Action — Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030986.089251 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.089251+02:00' https://ehcache.org: title: Tecnologías de Heap-Offloading son EHcache, Memcached, Jillegal library, etc. description: '' year: '2024' stars: 0 ai_summary: The de facto robust, standard open-source caching framework for Java. Supports tiering structures including heap, off-heap, disk, and clustered setups, offering seamless integration with Spring and Hibernate. language: Java resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Caching Strategy - Off-Heap Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' 'https://eksworkshop.com ': title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.988843 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.988843+02:00' 'https://eksworkshop.com/ ': title: eksworkshop.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030348.270518 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.270518+02:00' https://eksworkshop.com/scaling/deploy_ca: title: 'eksworkshop.com: Configure Cluster Autoscaler (CA)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eksworkshop.com: Configure Cluster Autoscaler (CA) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032793.458973 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/kubernetes-autoscaling.md v2_locations: - demos.md - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:33.458973+02:00' https://eksworkshop.com/x-ray/microservices: title: eksworkshop.com/x-ray/microservices description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering eksworkshop.com/x-ray/microservices in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032177.765212 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.765212+02:00' https://elastisys.io/compliantkubernetes: title: "compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes distribution, that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001, etc. \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A highly secure, certified Kubernetes distribution engineered by Elastisys to meet rigorous regulatory compliance frameworks including GDPR, HIPAA, and PCI DSS. It features built-in security tooling such as Harbor registry image signing, Falco runtime intrusion detection, Open Policy Agent (OPA) gatekeeper policies, and unified audit logging out of the box. language: Go resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security Operations - Distribution - Compliance tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger: title: 'eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger' description: '' year: N/A stars: 0 ai_summary: Detailed technical guide demonstrating how to build OpenAPI-driven REST APIs in Go. Emphasizes schema-first code generation to guarantee contract reliability between independent microservices. language: en resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 0f72b44fade35e01bd55d55f46ab2936d16b657bf233ee3488fa9066dd560b62 health_score: 100.0 last_checked: 1779032152.632902 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - API Design tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:52.632902+02:00' https://elmanytas.es/?q=node/358: title: 'elmanytas.es: Kubernetes para impostores III' description: '' year: '2020' stars: 2 ai_summary: A highly practical Spanish-language guide dissecting Kubernetes primitives and runtime structures. It demystifies the steep learning curve by explaining pods, services, and deployments with a pragmatic, developer-focused narrative. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Spanish Resources - Practical Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://elpais.com/smoda/trabajo/apariencias-venderse-trabajo.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering elpais.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.95686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.956860+02:00' https://emea-resources.awscloud.com/spain-events-webinars: title: 'RESOURCE HUB: Eventos y webinars de AWS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5354e32447e7f82a812660384b5a4f87c8462c4407d5bbe69d0510043596c53e health_score: 100.0 last_checked: 1779029838.341892 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-spain.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:18.341892+02:00' https://eminaktas.medium.com/debug-containerd-in-production-fe93ef4e3ce2: title: 'eminaktas.medium.com: Debug Containerd in Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eminaktas.medium.com: Debug Containerd in Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030024.595562 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:24.595562+02:00' https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secrets-operator-2912f41f9c49: title: 'eminalemdar.medium.com: Cloud Native Secret Management with External Secrets'' Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eminalemdar.medium.com: Cloud Native Secret Management with External Secrets'' Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033781.921885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:01.921885+02:00' https://emirayhan.medium.com/kubernetes-k8s-deployment-strategies-eb3a0f5cbc49: title: 'emirayhan.medium.com: Kubernetes (k8s) Deployment Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering emirayhan.medium.com: Kubernetes (k8s) Deployment Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029120.726071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:20.726071+02:00' https://emirayhan.medium.com/what-is-the-difference-message-queue-and-message-bus-7f2e2867eff6: title: "==emirayhan.medium.com: What is the difference Message Queue and Message' Bus?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==emirayhan.medium.com: What is the difference Message Queue and Message' Bus?== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.656327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.656327+02:00' https://empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications: title: 'empathy.co: HAT: CI/CD for Deploying Cloud Native Applications' description: '' year: '2021' stars: 0 ai_summary: An engineering case study introducing HAT, a custom GitOps CI/CD engine built by Empathy.co. The post documents how standardizing declarative deployment manifests drastically simplified continuous delivery operations across various development squads. language: English resource_type: Case Study complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD Platforms - Custom Platforms tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562: title: 'empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes que permite acceso a redes restringidas (CVE-2020-8562)' description: '' year: '2020' stars: 0 ai_summary: Analyzes CVE-2020-8562, a vulnerability allowing path-traversal/access bypass to internal restricted subnets through the Kubernetes API server, discussing standard mitigation strategies. language: N/A resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - CVE Analysis - Network Vulnerabilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://emptysqua.re/blog/getaddrinfo-deadlock: title: How To Deadlock Your Python With getaddrinfo() description: '' year: '2015' stars: 0 ai_summary: In-depth technical analysis explaining threading blockages and deadlocks caused by concurrent calls to glibc DNS resolution. Crucial for engineering reliable microservices on POSIX environments. language: Python resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Concurrent Programming - System Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks: title: "en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.751731 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.751731+02:00' https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1: title: "en.sokube.ch: GitOps and the Millefeuille dilemma \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering en.sokube.ch: GitOps and the Millefeuille dilemma \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032157.417752 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.417752+02:00' https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1: title: 'en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033923.757431 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:23.757431+02:00' https://en.wikipedia.org/wiki/.NET: title: 'wikipedia.org: .NET' description: '' year: '2026' stars: 5 ai_summary: High-level reference outlining the modern cross-platform, open-source .NET framework. Explores how its high-performance runtime (CLR), optimized garbage collection, and fast JIT compiler make it suitable for modern container deployments. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - Core Architecture tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://en.wikipedia.org/wiki/All_round_defence: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033050.675641 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:50.675641+02:00' https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud: title: AWS-VPC description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering AWS-VPC in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034355.338388 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md - docs/kubernetes-networking.md v2_locations: - aws-networking.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:35.338388+02:00' https://en.wikipedia.org/wiki/Apache_Groovy: title: 'Wikipedia.org: Groovy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: Groovy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032457.093573 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.093573+02:00' https://en.wikipedia.org/wiki/Apache_Maven: title: 'Wikipedia.org: Apache Maven' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: Apache Maven in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032360.938302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:20.938302+02:00' https://en.wikipedia.org/wiki/Apdex: title: 'Wikipedia: Application Performance Index' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Application Performance Index in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.592484 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.592484+02:00' https://en.wikipedia.org/wiki/Application_performance_management: title: APM in wikipedia description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering APM in wikipedia in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030305.468059 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:05.468059+02:00' https://en.wikipedia.org/wiki/Azure_DevOps: title: 'Wikipedia: Azure DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Azure DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030927.862896 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.862896+02:00' https://en.wikipedia.org/wiki/Azure_DevOps_Server: title: 'wikipedia: Azure DevOps Server' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.800762 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.800762+02:00' https://en.wikipedia.org/wiki/Blockchain: title: 'en.wikipedia.org: Blockchain' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org: Blockchain in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029513.452039 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/digital-money.md v2_locations: - digital-money.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:53.452039+02:00' https://en.wikipedia.org/wiki/Bus_factor: title: Bus factor description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Bus factor in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032571.520596 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - index.md - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:51.520596+02:00' https://en.wikipedia.org/wiki/Cloud-based_integration: title: 'Wikipedia: Cloud Based Integration (iPaaS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Cloud Based Integration (iPaaS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.388231 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.388231+02:00' https://en.wikipedia.org/wiki/Cockroach_Labs: title: 'Wikipedia: CockroachDB' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: CockroachDB in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030957.656408 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:57.656408+02:00' https://en.wikipedia.org/wiki/Content_delivery_network: title: 'Wikipedia: CDN Content Delivery Network' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: CDN Content Delivery Network in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.781728 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.781728+02:00' https://en.wikipedia.org/wiki/Continuous_delivery: title: 'Wikipedia.org: Continuous Delivery' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: Continuous Delivery in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030688.358088 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:28.358088+02:00' https://en.wikipedia.org/wiki/Continuous_integration: title: 'Wikipedia.org: Continuous Integration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: Continuous Integration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030228.345692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:48.345692+02:00' https://en.wikipedia.org/wiki/Couchbase_Server: title: 'wikipedia: Couchbase Server' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Couchbase Server in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031448.446039 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:08.446039+02:00' https://en.wikipedia.org/wiki/Cryptocurrency: title: 'en.wikipedia.org: Cryptocurrency' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org: Cryptocurrency in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033205.795692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/digital-money.md v2_locations: - digital-money.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:25.795692+02:00' https://en.wikipedia.org/wiki/Design_by_contract: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032376.233781 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:36.233781+02:00' https://en.wikipedia.org/wiki/DevOps: title: 'Wikipedia.org: DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031528.11611 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md - docs/devops.md v2_locations: - cicd.md - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:28.116110+02:00' https://en.wikipedia.org/wiki/Domain-specific_language: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034288.348706 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:28.348706+02:00' https://en.wikipedia.org/wiki/Dynamic_site_acceleration: title: 'Wikipedia: Dynamic site acceleration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Dynamic site acceleration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031339.769139 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:19.769139+02:00' https://en.wikipedia.org/wiki/Enterprise_service_bus: title: 'wikipedia: Enterprise service bus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Enterprise service bus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029138.13931 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:38.139310+02:00' https://en.wikipedia.org/wiki/Event-driven_messaging: title: 'Wikipedia: Event-driven messaging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Event-driven messaging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031435.519289 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:55.519289+02:00' https://en.wikipedia.org/wiki/Evolutionary_database_design: title: wikipedia description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering wikipedia in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032539.879049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:19.879049+02:00' https://en.wikipedia.org/wiki/Function_as_a_service: title: 'wikipedia: FaaS Function as a Service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: FaaS Function as a Service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.457198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.457198+02:00' https://en.wikipedia.org/wiki/Fuzzing: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.244221 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.244221+02:00' https://en.wikipedia.org/wiki/GRPC: title: 'wikipedia: gRPC' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: gRPC in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031825.053878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:25.053878+02:00' https://en.wikipedia.org/wiki/Git: title: 'Wikipedia: Git' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Git in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.471013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.471013+02:00' https://en.wikipedia.org/wiki/Go_(programming_language: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031255.244294 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.244294+02:00' https://en.wikipedia.org/wiki/Google_Search: title: 'wikipedia: Google Search' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Google Search in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034291.703097 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:31.703097+02:00' https://en.wikipedia.org/wiki/Graphite_(software: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032343.918399 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:03.918399+02:00' https://en.wikipedia.org/wiki/HAProxy: title: 'Wikipedia: HAProxy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: HAProxy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032966.256767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:26.256767+02:00' https://en.wikipedia.org/wiki/HTTP/2: title: 'Wikipedia: HTTP/2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: HTTP/2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031094.112687 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:14.112687+02:00' https://en.wikipedia.org/wiki/HTTP/3: title: 'Wikipedia: HTTP/3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: HTTP/3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031327.082873 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:07.082873+02:00' https://en.wikipedia.org/wiki/Horatio_Nelson_Jackson: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.206232 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.206232+02:00' https://en.wikipedia.org/wiki/IP_address_management: title: IP Address Management (IPAM) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering IP Address Management (IPAM) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033019.400389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.400389+02:00' https://en.wikipedia.org/wiki/Infrastructure_as_code: title: 'Wikipedia: Infrastructure as code' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034295.372192 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:35.372192+02:00' https://en.wikipedia.org/wiki/InspectIT: title: InspectIT description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering InspectIT in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032483.448011 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/monitoring.md v2_locations: - java-and-java-performance-optimization.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:23.448011+02:00' https://en.wikipedia.org/wiki/Internet_of_Things: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029472.485305 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:12.485305+02:00' https://en.wikipedia.org/wiki/JSON: title: 'wikipedia: JSON' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: JSON in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034557.86111 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T18:15:57.861110+02:00' https://en.wikipedia.org/wiki/Jakarta_EE: title: 'wikipedia: Jakarta EE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Jakarta EE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030011.674391 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_app_servers.md v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:11.674391+02:00' https://en.wikipedia.org/wiki/JavaScript: title: 'wikipedia: JavaScript' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: JavaScript in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031620.093041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/javascript.md v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.093041+02:00' https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition: title: 'wikipedia: Java Enterprise Edition (Java EE)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Java Enterprise Edition (Java EE) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032832.85899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md - docs/java_frameworks.md v2_locations: - introduction.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:12.858990+02:00' https://en.wikipedia.org/wiki/Kiss_up_kick_down: title: 'en.wikipedia.org: Kiss up kick down' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org: Kiss up kick down in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.561738 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/about.md - docs/project-management-methodology.md v2_locations: - about.md - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.561738+02:00' https://en.wikipedia.org/wiki/Kubernetes: title: 'Wikipedia.org: Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032248.469812 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.469812+02:00' https://en.wikipedia.org/wiki/Lean_software_development: title: 'Wikipedia: Lean software development' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033213.030636 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:33.030636+02:00' https://en.wikipedia.org/wiki/List_of_HTTP_status_codes: title: 'wikipedia: List of HTTP status codes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: List of HTTP status codes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.886085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.886085+02:00' https://en.wikipedia.org/wiki/List_of_performance_analysis_tools: title: en.wikipedia.org/wiki/List_of_performance_analysis_tools description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering en.wikipedia.org/wiki/List_of_performance_analysis_tools in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.334371 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/monitoring.md v2_locations: - java-and-java-performance-optimization.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.334371+02:00' https://en.wikipedia.org/wiki/MIT_License: title: en.wikipedia.org/wiki/InfluxDB description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering en.wikipedia.org/wiki/InfluxDB in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029984.921996 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:44.921996+02:00' https://en.wikipedia.org/wiki/Message_broker: title: 'Wikipedia: Message Broker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Message Broker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032884.284755 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:04.284755+02:00' https://en.wikipedia.org/wiki/Microsoft_Visual_Studio: title: 'wikipedia: Azure DevOps Services' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033081.334125 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.334125+02:00' https://en.wikipedia.org/wiki/Minimum_viable_product: title: Minimum Viable Product description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Minimum Viable Product in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034097.233064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:17.233064+02:00' https://en.wikipedia.org/wiki/NoSQL: title: NoSQL - Wikipedia description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering NoSQL - Wikipedia in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033823.340563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.340563+02:00' https://en.wikipedia.org/wiki/Node.js: title: 'wikipedia: Node.js' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Node.js in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031693.805619 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/javascript.md v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:13.805619+02:00' https://en.wikipedia.org/wiki/OpenAPI_Specification: title: "Wikipedia: OpenAPI Specification \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Wikipedia: OpenAPI Specification \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032785.472547 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:25.472547+02:00' https://en.wikipedia.org/wiki/OpenShift: title: 'Wikipedia.org: OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org: OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034533.299464 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:33.299464+02:00' https://en.wikipedia.org/wiki/Open_banking: title: Open Banking description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Open Banking in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034336.086388 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md - docs/developerportals.md v2_locations: - api.md - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:16.086388+02:00' https://en.wikipedia.org/wiki/OverOps: title: OverOps description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OverOps in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032884.307701 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/monitoring.md v2_locations: - java-and-java-performance-optimization.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:04.307701+02:00' https://en.wikipedia.org/wiki/Payara_Server: title: 'Wikipedia: Payara Server' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Payara Server in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033784.633067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_app_servers.md v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:04.633067+02:00' https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard: title: 'en.wikipedia.org: Payment Card Industry Data Security Standard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org: Payment Card Industry Data Security Standard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034571.618671 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:11.618671+02:00' https://en.wikipedia.org/wiki/Payment_Services_Directive: title: 'Wikipedia: PSD2 - the Revised Payment Services Directive' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: PSD2 - the Revised Payment Services Directive in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029640.560861 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:00.560861+02:00' https://en.wikipedia.org/wiki/Remote_procedure_call: title: 'wikipedia: RPC Remote Procedure Call' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: RPC Remote Procedure Call in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033384.505441 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:24.505441+02:00' https://en.wikipedia.org/wiki/Representational_state_transfer: title: 'wikipedia: REST' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: REST in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029274.137624 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:54.137624+02:00' https://en.wikipedia.org/wiki/Responsibility_assignment_matrix: title: 'wikipedia: Responsibility assignment matrix' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Responsibility assignment matrix in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029110.384485 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.384485+02:00' https://en.wikipedia.org/wiki/Rubber_duck_debugging: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.211203 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/testops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.211203+02:00' https://en.wikipedia.org/wiki/SOAP: title: 'wikipedia: SOAP' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: SOAP in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029151.212999 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:51.212999+02:00' https://en.wikipedia.org/wiki/Site_Reliability_Engineering: title: 'wikipedia: Site Reliability Engineering' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Site Reliability Engineering in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031190.098791 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:50.098791+02:00' https://en.wikipedia.org/wiki/Software_bot: title: 'Wikipedia: Software bot' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Software bot in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031543.493634 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.493634+02:00' https://en.wikipedia.org/wiki/SonarQube: title: 'wikipedia: SonarQube' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: SonarQube in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030736.457059 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.457059+02:00' https://en.wikipedia.org/wiki/Spring_Roo: title: 'Wikipedia: Spring Roo' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Spring Roo in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032661.822566 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/scaffolding.md v2_locations: - scaffolding.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:21.822566+02:00' https://en.wikipedia.org/wiki/Streaming_data: title: 'Wikipedia: Streaming Data' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Streaming Data in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033092.299013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.299013+02:00' https://en.wikipedia.org/wiki/Time_series: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032728.714813 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.714813+02:00' https://en.wikipedia.org/wiki/Time_series_database: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029118.656523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.656523+02:00' https://en.wikipedia.org/wiki/Twelve-Factor_App_methodology: title: 'Wikipedia: Twelve-Factor App methodology' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031341.369974 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:21.369974+02:00' https://en.wikipedia.org/wiki/Value_stream: title: 'Wikipedia: Value stream' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034265.034627 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.034627+02:00' https://en.wikipedia.org/wiki/VisualVM: title: VisualVM description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering VisualVM in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034484.191096 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/monitoring.md v2_locations: - java-and-java-performance-optimization.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:44.191096+02:00' https://en.wikipedia.org/wiki/WebSocket: title: WebSocket description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering WebSocket in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029569.570077 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:49.570077+02:00' https://en.wikipedia.org/wiki/Web_cache: title: 'Wikipedia: Web cache' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Web cache in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031962.14608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:42.146080+02:00' https://en.wikipedia.org/wiki/Workflow_engine: title: 'wikipedia: Workflow Engine' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: Workflow Engine in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032779.601455 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:19.601455+02:00' https://en.wikipedia.org/wiki/Xamarin: title: 'Wikipedia: Xamarin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Wikipedia: Xamarin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033906.251972 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/xamarin.md v2_locations: - xamarin.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:06.251972+02:00' https://en.wikipedia.org/wiki/YAML: title: 'wikipedia: YAML' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wikipedia: YAML in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031190.093632 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:19:50.093632+02:00' https://eng.grip.security/enabling-aws-iam-group-access-to-an-eks-cluster-using-rbac: title: 'eng.grip.security: Enabling AWS IAM Group Access to an EKS Cluster Using'' RBAC' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering eng.grip.security: Enabling AWS IAM Group Access to an EKS Cluster Using'' RBAC in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033761.276468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:41.276468+02:00' https://eng.lifion.com/journey-to-zero-downtime-rolling-updates-with-ambassador-badda6a7d450: title: Our Journey to Zero Downtime Rolling Updates with Ambassador description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Our Journey to Zero Downtime Rolling Updates with Ambassador in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034533.371822 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:33.371822+02:00' https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part-2-of-2-dad0c973ffca: title: How we learned to improve Kubernetes CronJobs at Scale (Part 2 of 2) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 03b1d6ce80093a96c566c8a4e2db8efec98399cd0ac5521b0cc4e686814add54 health_score: 100.0 last_checked: 1779033079.02915 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:19.029150+02:00' https://eng.lyft.com/improving-kubernetes-cronjobs-at-scale-part-1-cf1479df98d4: title: How we learned to improve Kubernetes CronJobs at Scale (Part 1 of 2) description: '- [How we learned to improve Kubernetes CronJobs at Scale (Part 2 of 2)](https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part-2-of-2-dad0c973ffca)' year: '2021' stars: 4 ai_summary: Lyft engineers outline architectural bottlenecks of the built-in CronJob controller under heavy enterprise scales. Delivers critical modifications and performance recommendations to safely orchestrate thousands of parallel batch tasks. language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workloads - Batch Jobs - Scaling tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://engineerd.github.io/kube-exec/introduction: title: "kube-exec \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A streamlined wrapper designed to optimize interactive container access via kubectl exec. Cuts through repetitive argument flags and targets pods using quick matches to establish terminal tunnels. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5cd74d098de55772906719d262a155aeb9ad111be13fa88f3cf7114f2a06960b health_score: 100.0 last_checked: 1779029158.581149 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Container Access tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.581149+02:00' https://engineering.atspotify.com/2016/02/25/spotifys-event-delivery-the-road-to-the-cloud-part-i: title: 'engineering.atspotify.com: Spotify’s Event Delivery – The Road to the Cloud'' (Part I)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ded03085293ffb83ca434c23b387efcaf02d6588d5255b94142be710094b4c84 health_score: 100.0 last_checked: 1779031564.914233 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:04.914233+02:00' https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the-cloud-part-i: title: 'engineering.atspotify.com: Spotify’s Event Delivery – The Road to the Cloud (Part I)' description: '' year: '2016' stars: 0 ai_summary: This historical case study from Spotify Engineering documents their migration from an on-premise event delivery pipeline to Google Cloud Platform. It details how they designed ingestion paths for billions of real-time events daily, utilizing cloud-managed infrastructure. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Case Study tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://engineering.backmarket.com/how-we-improved-third-party-availability-and-latency-with-nginx-in-kubernetes-bb3fc7224ae4: title: "==engineering.backmarket.com: How we improved third-party availability and' latency with Nginx in Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==engineering.backmarket.com: How we improved third-party availability and' latency with Nginx in Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031117.29217 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:37.292170+02:00' https://engineering.cloudflight.io/running-the-openshift-console-in-plain-kubernetes: title: "engineering.cloudflight.io: Running the OpenShift console in plain Kubernetes' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033757.465357 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:37.465357+02:00' https://engineering.doit.com/no-restarts-no-disruptions-seamless-pod-resource-updates-with-in-place-resizing-f3cf41654216: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030196.870109 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.870109+02:00' https://engineering.dynatrace.com/blog/kubernetes-security-part-1-role-based-access-control-rbac: title: 'engineering.dynatrace.com: Kubernetes Security Best Practices -Part 1: Role'' Based Access Control (RBAC)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ac5428140f4cf01da7eafa693582520ec53b6265a50789a9f14cdc0131f5ead2 health_score: 100.0 last_checked: 1779032096.733698 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:56.733698+02:00' https://engineering.fb.com/2026/05/26/ml-applications/silvertorch-index-as-model-new-retrieval-paradigm-recommendation-systems: title: 'SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems' description: Meta introduces SilverTorch, a unified PyTorch model-based system that replaces separate microservices for vector indexing, filtering, and scoring with a single GPU-optimized execution graph. year: '2026' stars: 4 ai_summary: Meta's SilverTorch architecture redefines recommendation engines by consolidating vector retrieval, filtering, and scoring into a unified, GPU-optimized PyTorch model. Historically, recommendation pipelines relied on disparate microservices that suffered from communication latency and inconsistent feature evaluation. SilverTorch bypasses this by utilizing high-performance layers like GPU Bloom indexes and fused Int8 Approximate Nearest Neighbor (ANN) search inside the model graph, delivering a 23.7x throughput increase and a 20.9x TCO improvement at an 80-million-item scale. language: en resource_type: article complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: 15f1072919f34001fcccd103074fcbafe2ddabfa841b8f3adb0d5ac1cf9752ec health_score: null last_checked: 1780353052.024498 needs_ai_refresh: false hierarchy: - Machine Learning > AI Infrastructure > High-Throughput Recommendation Retrieval tags: - ENTERPRISE-STABLE - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: mlops reputation_status: Vetted reputation_summary: N/A social_preview_url: https://engineering.fb.com/wp-content/uploads/2026/05/SilverTorch-Hero-Final.png source_provenance: RSS Feed (Engineering at Meta) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024498+02:00' https://engineering.grab.com/zero-trust-with-kafka: title: 'engineering.grab.com: Zero trust with Kafka' description: '' year: '2022' stars: 0 ai_summary: Explores how transport provider Grab designed a Zero Trust security posture around their large-scale Kafka event bus. Details how mutual TLS (mTLS), fine-grained broker ACLs, and automated token rotation prevent inter-service data exfiltration. language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Security tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://engineering.konveyor.io: title: 'engineering.konveyor.io: Konveyor Engineering Knowledgebase' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering engineering.konveyor.io: Konveyor Engineering Knowledgebase in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.321019 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.321019+02:00' https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters: title: 'linecorp.com: Building Large Kubernetes Clusters with **Caravan**' description: '' year: '2020' stars: 0 ai_summary: An engineering blog post by Line Corporation detailing Caravan, their proprietary bare-metal bare-metal lifecycle orchestration tool. Covers bare-metal host discovery, automated OS deployments, and high-availability operations handling thousands of production nodes. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bare Metal - Scale Stories tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://engineering.mercari.com/en/blog/entry/20211222-kubernetes-based-spanner-autoscaler: title: 'engineering.mercari.com: Kubernetes based autoscaler for Cloud Spanner' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com: Kubernetes based autoscaler for Cloud Spanner in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735866.176395 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:46.176395+02:00' https://engineering.mercari.com/en/blog/entry/20220214-managing-network-policies: title: 'engineering.mercari.com: Managing Network Policies for namespaces isolation'' on a multi-tenant Kubernetes cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com: Managing Network Policies for namespaces isolation'' on a multi-tenant Kubernetes cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736022.585985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:22.585985+02:00' https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-using-istio: title: 'engineering.mercari.com: Dynamic Service Routing using Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com: Dynamic Service Routing using Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735982.142036 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:42.142036+02:00' https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive: title: 'engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep Dive' description: '' year: '2023' stars: 5 ai_summary: A real-world architectural dissection of how monday.com implemented a highly resilient, multi-regional cloud strategy to improve latency and adhere to strict regional data regulations. Explains state replication strategies, request routing optimizations, and database scaling bottlenecks encountered during global scaling. language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture & Infrastructure Strategy - High Availability - Multi-Region Deployments tags: - '[CASE STUDY]' - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://engineering.plex.com/posts/kubernetes-policy-conftest: title: Accelerated Feedback Loops when Developing for Kubernetes with Conftest description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Accelerated Feedback Loops when Developing for Kubernetes with Conftest in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032345.642068 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.642068+02:00' https://engineering.prezi.com/intro-4727024fc2c1: title: 'engineering.prezi.com: How to avoid global outage — Seamlessly migrating DaemonSet labels' description: '' year: '2019' stars: 0 ai_summary: A detailed post-mortem and strategy guide on safely migrating selector labels for active DaemonSets without triggering catastrophic cluster outages. It introduces mechanisms to stage transitions using interim labels and node-level scaling constraints. language: YAML resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Resiliency - DaemonSets tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kubernetes-cost-by-300-000-32611cdd19d9: title: 'engineering.razorpay.com: The Culture of Cost Optimization — Reducing Kubernetes'' cost by $300,000' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering engineering.razorpay.com: The Culture of Cost Optimization — Reducing Kubernetes'' cost by $300,000 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029826.333384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:06.333384+02:00' https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d: title: 'engineering.salesforce.com: Optimizing EKS networking for scale' description: '' year: '2022' stars: 0 ai_summary: A technical case study detailing Salesforce's optimizations of the AWS VPC CNI within high-density EKS clusters. It addresses IP address exhaustion, custom networking configurations, prefix delegation, and scaling metrics crucial for maintaining thousands of ephemeral microservices. language: Markdown resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Scale Optimization tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://engineering.salesforce.com/project-agumbe-share-objects-across-namespaces-in-kubernetes-1fc2e1ddb3eb: title: "engineering.salesforce.com: Project Agumbe: Share Objects Across Namespaces in Kubernetes \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: Presents Salesforce's Project Agumbe, which synchronizes and shares select Kubernetes resources across namespace boundaries safely, preserving logical security partitions while reducing etcd redundancy. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Namespace Isolation - Cross-Namespace Sharing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html: title: 'engineering.zalando.com: Building an End to End load test automation system on top of Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Details Zalando's architectural implementation of an end-to-end load test automation pipeline hosted natively on Kubernetes. Explains how they orchestrate distributed locust/JMeter agents to continuously validate systemic performance thresholds during deployment cycles. language: Python resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Performance Engineering - Load Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-prometheus-jmx-exporter.html: title: 'engineeringblog.yelp.com: Improving the performance of the Prometheus JMX Exporter' description: '' year: '2020' stars: 0 ai_summary: Case study exploring performance bottlenecks in the standard JMX Exporter. Details tuning allocations and scrape intervals to dramatically reduce CPU and garbage collection overhead in heavily metrics-dense Cassandra clusters. language: Java resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Scraping & Exporters - JVM Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-with-operators.html: title: 'engineeringblog.yelp.com: Orchestrating Cassandra on Kubernetes with Operators' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a5f23f3b2267b8a5ee4b8853029041aa3c74ae52be53b731ca55c83ce652cc5e health_score: 100.0 last_checked: 1779032170.906949 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/nosql.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:10.906949+02:00' https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering engineroom.trackmaven.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031478.195824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.195824+02:00' https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-2: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030134.968211 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:14.968211+02:00' https://enlear.academy/26-git-command-i-use-all-the-time-cheatsheet-6c5682ded2af: title: 'enlear.academy: 20 Git Commands Every Developer Should Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering enlear.academy: 20 Git Commands Every Developer Should Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032934.492751 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:54.492751+02:00' https://enlear.academy/how-to-build-a-scalable-email-service-using-aws-d404b347a7fb: title: 'enlear.academy: How To Build a Scalable Email Notification Service Using'' AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering enlear.academy: How To Build a Scalable Email Notification Service Using'' AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030436.756141 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-messaging.md v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:16.756141+02:00' https://enlear.academy/repository-pattern-and-unit-of-work-with-asp-net-core-web-api-6802e1aa4f78: title: 'enlear.academy: Repository Pattern and Unit of Work with ASP.NET Core Web'' API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering enlear.academy: Repository Pattern and Unit of Work with ASP.NET Core Web'' API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.521411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.521411+02:00' https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17: title: '==enlear.academy: Sealed Secrets with Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==enlear.academy: Sealed Secrets with Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031739.67522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:59.675220+02:00' https://enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose: title: 'enmilocalfunciona.io: Aprende a configurar Thanos usando docker-compose' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c27c8464f3577b895626fbef8d3bf75dc51342e167ee59b01615836652cbaa34 health_score: 100.0 last_checked: 1779030719.292971 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:59.292971+02:00' https://enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb: title: "Mostrando resultados de Jenkins en Grafana mediante InfluxDB \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: da281fb2ba88b08259eb39027bb8e77101f78e8a6ad407ba50401710250f9e91 health_score: 100.0 last_checked: 1779033130.200126 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:10.200126+02:00' https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english: title: 'enterprisersproject.com: How to explain Kubernetes in plain English' description: '' year: '2017' stars: 1 ai_summary: An executive-level conceptual guide explaining Kubernetes orchestration concepts through real-world analogies. Ideal for bridging communication between technical architects and business stakeholders regarding cloud-native resource optimization. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - Conceptual Explanations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english: title: "enterprisersproject.com: How to explain Kubernetes Secrets in plain English \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: An introductory conceptual explanation of Kubernetes Secrets. Translates low-level pod definitions and etcd mappings into non-technical language to align business stakeholders on cloud-native security postures. language: English resource_type: Educational Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Conceptual tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios: title: 'enterprisersproject.com: Scrum and Kanban: 3 realities CIOs should know' description: '' year: '2020' stars: 2 ai_summary: Strategic insights for enterprise technology leaders executing agile transitions. Examines team dynamics, organizational culture barriers, and practical hybrid methodology models within highly regulated business domains. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Agile Methodologies - Enterprise Leadership tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps: title: 'How to get from DevOps to NoOps: 5 steps' description: '' year: '2020' stars: 1 ai_summary: Proposes a five-step path toward fully abstracted, frictionless environments (NoOps). Argues that standard automation must evolve into self-healing platforms that hide low-level operations from microservice developers. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Automation - NoOps Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-know: title: "enterprisersproject.com: Kubernetes: Everything you need to know (2020) \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An enterprise-focused operational review of Kubernetes adoption benefits. Distills high-level business logic, cost optimizations, and development agility improvements. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Kubernetes - Basics - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong: title: 'enterprisersproject.com: DevOps: Why shift left goes wrong' description: '' year: '2020' stars: 0 ai_summary: Investigates the frequent failures and cultural frictions that occur when security and automated testing are shifted left without proper developer abstractions. Curator insights highlight developer burnout caused by tooling bloat. Live DevSecOps practices in 2026 demonstrate that successful organizations solve this by embedding security compliance invisible inside automated platform templates rather than assigning raw operations responsibilities to developers. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Security & Quality - Shift Left tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects-improve: title: "5 open source projects that make Kubernetes even better: Prometheus, Operator framework, Knative, Tekton, Kubeflow \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Evaluates five critical open-source initiatives—Prometheus, the Operator Framework, Knative, Tekton, and Kubeflow—that expand Kubernetes capabilities. This text documents the architectural evolution of these platforms from experimental integrations to enterprise standards. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Ecosystem Tools - Open Source Extensions tags: - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/6/devops-beginners-where-start: title: 'DevOps for beginners: Where to start learning and focusing' description: '' year: '2020' stars: 1 ai_summary: Strategic advice for system engineers starting in the field. Argues for focusing deeply on operational telemetry, version management, and continuous delivery pipelines rather than specific cloud vendor tools. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Education - Syllabus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misconceptions: title: 'DevOps engineers: Common misconceptions about the role' description: '' year: '2020' stars: 1 ai_summary: Deconstructs organizational anti-patterns where old team silos are merely renamed. Explains why dedicated platform engineering groups must prioritize internal platform development over manual support queues. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Culture - Organizational Roles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-next-normal: title: 'enterprisersproject.com: 3 DevOps skills IT leaders need for the next normal' description: '' year: '2020' stars: 1 ai_summary: 'Identifies the core enterprise skills needed for modern remote operations: distributed log telemetry, continuous automated compliance validation, and team psychological safety.' language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Culture - Leadership tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need: title: 'enterprisersproject.com: DevOps: 5 things teams need from CIOs' description: '' year: '2020' stars: 0 ai_summary: 'Curator Insight: Outlines the executive support structures that CIOs must deliver to ensure DevOps team effectiveness. Live Grounding: Establishes critical organizational strategies, demonstrating how continuous investment, barrier reduction, and dedicated platform teams drive deployment efficiency.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Leadership - Enterprise Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-things-remember: title: 'enterprisersproject.com: Managing Kubernetes resources: 5 things to remember' description: '' year: '2020' stars: 0 ai_summary: Highlights five critical patterns for managing CPU/Memory requests and limits inside Kubernetes clusters. Discusses mitigating OOM-Kills, sizing containers correctly, and using horizontal and vertical autoscalers. language: YAML resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Resource Management - Performance Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021: title: 'enterprisersproject.com: 5 hybrid cloud trends to watch in 2021' description: '' year: '2021' stars: 3 ai_summary: Identifies key industry shifts in the hybrid and multi-cloud landscape, focusing on managed hybrid control planes, unified security tooling, and the integration of edge environments with central public cloud architectures to meet data compliance requirements. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Hybrid Cloud Strategy - Market Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it: title: 'enterprisersproject.com: DevOps: 3 skills needed to support its future in the enterprise' description: '' year: '2021' stars: 0 ai_summary: 'Curator Insight: Investigates the core technical skillsets required to guide the evolution of corporate IT pipelines. Live Grounding: Points to Site Reliability Engineering (SRE), Platform Engineering, and DevSecOps as the essential evolutionary pathways for IT service architectures.' language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Methodology - Future Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices: title: 'enterprisersproject.com: Remote work: 10 tips to be a better virtual collaborator' description: '' year: '2021' stars: 0 ai_summary: Explores high-level organizational principles for distributed systems engineering teams. Focuses on moving from low-value synchronous updates to high-efficiency asynchronous workflows, introducing clear documentation standards, virtual whiteboarding, and metrics-driven output assessments to prevent meeting fatigue. language: Agnostic resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Workforce - Remote Work - Collaboration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters: title: 'enterprisersproject.com: Kubernetes: 6 open source tools to put your cluster'' to the test' description: '' year: '2021' stars: 0 ai_summary: An informative article highlighting six open-source testing and validation tools for Kubernetes clusters. Outlines utilities like Sonobuoy, Polaris, and Popeye, providing cluster operators with a solid reference framework for auditing workload compliance. language: None resource_type: Guide complexity: Low is_microservice: false status: online addition_method: manual content_hash: 03202a97c112e61c461218f12355480d81a120c3fc415cfef40ae7c538c476b4 health_score: 100.0 last_checked: 1779033658.166007 needs_ai_refresh: true hierarchy: - Operations - Cluster Diagnostics - Resources & Guides tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:58.166007+02:00' https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english: title: 'enterprisersproject.com: How to explain GitOps in plain English' description: '' year: '2021' stars: 0 ai_summary: Translates complex technical mechanics of continuous reconciliation into business terms. Framed for enterprise executives and cross-functional leaders to understand the productivity and stability dividends of Git-driven operations. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Introduction - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations: title: 'enterprisersproject.com: How to migrate Java workloads to containers: 3 considerations' description: '' year: '2021' stars: 0 ai_summary: A practical strategy guide for containerizing traditional JVM workloads. Key considerations include JVM ergonomics under cgroup limits, optimizing layer caching inside Dockerfiles, and utilizing multi-stage builds to limit attack surfaces and deployment sizes. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Cloud Native Java - Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know: title: 'enterprisersproject.com: 5 DevSecOps open source projects to know' description: '' year: '2021' stars: 0 ai_summary: Highlights five high-impact open-source utilities designed to accelerate DevSecOps adoption. Focuses on systems targeting secrets discovery, Infrastructure-as-Code manifest scanning, compliance orchestration, and container base-image vulnerability identification. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Open Source Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes: title: 'enterprisersproject.com: A 15-minute primer on Kubernetes' description: '' year: '2022' stars: 0 ai_summary: A concise executive and technical overview of Kubernetes architecture, discussing its role as an operating system for containerized workloads. Explains cluster topologies, the declarative state reconciliation model, and how it abstracts underlying physical infrastructure to achieve high availability and auto-scaling. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Introduction - Orchestration Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more: title: "epsagon.com: Serverless Open-Source Frameworks: **OpenFaaS**, **Knative**, & More \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Compares open-source serverless frameworks like OpenFaaS and Knative, focusing on custom deployment controllers, API routing architectures, and native scale-to-zero capabilities. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Serverless - Framework Comparisons tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://erik-engheim.medium.com/go-does-not-need-a-java-style-gc-ac99b8d26c60: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.301749 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:02.301749+02:00' https://erkanerol.github.io/post/restartable-pods: title: 'erkanerol.github.io: I wish pods were fully restartable' description: '' year: '2020' stars: 0 ai_summary: This reflective post explores the architectural limitations of the Kubernetes Pod lifecycle, specifically the inability to easily restart individual containers without recreating the entire Pod. It analyzes proposed community designs and current workarounds, such as mutating controllers or rollout restarts. It provides deep architectural insights into the design decisions governing Kubernetes resource controllers. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Core Mechanics - Pod Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e: title: '==erkanzileli.medium.com: How TLS Certificates Work==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==erkanzileli.medium.com: How TLS Certificates Work== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033295.740304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:55.740304+02:00' https://ermetic.com/blog/aws/access-undenied-on-aws: title: 'ermetic.com: Access Undenied on AWS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8e88c0b807a381f05bdfdccf73ddfb0e8c7e4da40f7f2a0dab48c769cc0f6927 health_score: 100.0 last_checked: 1779031647.474802 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-tools-scripts.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.474802+02:00' https://ermetic.com/blog/aws/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-session-iam433: title: 'ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from'' AWS re:Inforce IAM433' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from'' AWS re:Inforce IAM433 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 23dcda1298118b3b26f538f7fd00975ba058671069bf892421bb08ee6e89b956 health_score: 100.0 last_checked: 1779033801.992392 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:21.992392+02:00' https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa: title: 'es.euronews.com: La Gran Renuncia: ¿puede llegar la revolución laboral de EE. UU. a Europa?' description: '' year: '2021' stars: 0 ai_summary: A comparative analysis exploring how European social safety nets, labor codes, and contract protections mitigated the extreme 'Great Resignation' trends observed in the United States labor market. language: Spanish resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Regional Markets - European Tech Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009: title: "PEP 8 Cheatsheet \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80 health_score: 100.0 last_checked: 1779034235.240585 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.240585+02:00' ? https://es.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney : title: 'slideshare: FinOps: A Culture Transformation to Bring DevOps, Finance and'' the Business Together - AWS Summit Sydney' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.551964 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/finops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.551964+02:00' https://eslint.org: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ed3c225d175cddaa9847bb775ab26b34c8a4b5e58fba9908db66360b124ffc0e health_score: 100.0 last_checked: 1779032114.048394 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.048394+02:00' https://estahn.github.io/k8s-image-swapper: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 health_score: 100.0 last_checked: 1779030018.904552 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:18.904552+02:00' https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet: title: 'eta-lang.org: Gradle Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A Gradle build file reference targeted at Eta language implementations. Curator Insight emphasizes its focus on functional compiled languages. Live Grounding shows its niche status due to localized community interest. language: Groovy resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Build Automation - Gradle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://etcd.io/blog/2026/etcd-370-beta: title: Announcing etcd v3.7.0-beta.0 description: Official announcement of the first beta release of etcd v3.7.0, introducing the RangeStream feature. year: '2026' stars: 4 ai_summary: 'Curator Insight: The release of etcd v3.7.0-beta.0 marks a massive architectural upgrade for the primary state database of Kubernetes. Live Grounding reveals that this update introduces the highly anticipated RangeStream feature, optimizing large-dataset retrieval while pruning legacy interfaces. Key enhancements deliver bolstered cluster security, improved operational reliability, and a significant reduction in CPU and memory overhead during high-volume query operations.' language: en resource_type: blog complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: 332dc525dec207c20c54f3cdf24241745b9be6548d826cb1033b5c3b1b7b0bca health_score: null last_checked: 1780352424.113314 needs_ai_refresh: false hierarchy: - Cloud Native - Distributed Databases - Key-Value Stores tags: - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-databases reputation_status: Vetted reputation_summary: De facto standard key-value engine with highly active community testing. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113314+02:00' https://ettema.dev/posts/ai-multi-repo-workspaces: title: Using Workspaces for AI Changes Across Multiple Repos description: '' year: '2025' stars: 0 ai_summary: Details advanced patterns for orchestrating automated codebase modifications across distributed multi-repository environments using AI workspaces. Evaluates dependency resolution, unified context indexing, and coordinate git-commit strategies during systemic API breaking updates. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Multi-Repository Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - developerportals.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://eu.udacity.com: title: Udacity.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Udacity.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030189.492877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/elearning.md v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:09.492877+02:00' https://evaizik.medium.com/setting-up-a-remote-debugging-for-java-microservices-running-inside-kubernetes-pods-d4aab1ff4efa: title: 'evaizik.medium.com: Setting up a remote debugging for Java microservices'' running inside Kubernetes pods' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering evaizik.medium.com: Setting up a remote debugging for Java microservices'' running inside Kubernetes pods in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.827288 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.827288+02:00' https://evancordell.com/posts/kube-apis-crds: title: 'evancordell.com: 16 things you didn''t know about Kube APIs and CRDs' description: '' year: '2021' stars: 4 ai_summary: An insider exploration of complex Kubernetes API attributes. Delves into Custom Resource Definition schemas, conversion webhooks, admission structures, and API registration behaviors. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Extensibility - CRDs tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://events.atlassian.com/team&event_id=288640: title: Team '26 | Atlassian description: Advance the way your teams work together with deep human insight and breakthrough technology at Team '26 in Anaheim, California! year: '2026' stars: 4 ai_summary: The official landing page and on-demand session archive for Atlassian Team '26 [1.1]. The event serves as a showcase for enterprise-grade collaborative tooling, agile project management frameworks, and the integration of AI-driven developer agents (like Atlassian Rovo) within the modern software development lifecycle. language: English resource_type: event complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 2a4e826e43230790eace83e7cc6f9d0abae64abf08e20c960e73b7b377f73626 health_score: null last_checked: 1780352581.792162 needs_ai_refresh: false hierarchy: - Enterprise Collaboration - Atlassian - Events tags: - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-devops reputation_status: Vetted reputation_summary: Official high-profile enterprise event hosted by Atlassian, widely recognized in the DevOps and agile communities. social_preview_url: https://assets.swoogo.com/uploads/full/5924126-68e3cfbcb7e5a.png source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:23:01.792162+02:00' https://events.atlassian.com/team-digital: title: Team '26 Digital description: On-demand streams and keynotes for Atlassian Team '26, highlighting the general availability of the Rovo MCP Server. year: '2026' stars: 4 ai_summary: 'Curator Insight: The Team ’26 virtual experience showcases Atlassian''s strategic shift toward exposing its Teamwork Graph as a decoupled operational context layer for external AI networks. Live Grounding indicates that key highlights include the general availability of the Rovo MCP Server, allowing agents in IDEs (Claude Code, Cursor) to directly query Confluence and Jira databases. Additionally, custom agent skills creation via Rovo Studio and the ''Flex'' wallet licensing model represent major evolutions in enterprise collaboration.' language: en resource_type: event complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: e1b7f4775790bab0b4f30b2cc9a886d7d019b8549f526be3d7d723453f9648be health_score: null last_checked: 1780352424.113447 needs_ai_refresh: false hierarchy: - DevOps - Team Collaboration - AI Agent Integration tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official digital hub for Atlassian's major flagship event. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113447+02:00' https://events.atlassian.com/team-digital/session-preview?sId=4058462: title: Atlassian Team '26 On-Demand Session Preview description: Access key technical sessions, product updates, and digital breakout previews from Atlassian's premier Team '26 conference. year: '2026' stars: 4 ai_summary: 'Curator Insight: Centralizing digital event access provides enterprise architects with critical strategic blueprints for modern collaborative platform engineering. Live Grounding: Post-event releases showcase Atlassian''s focus on the AI-native organization, highlighting Rovo, the Teamwork Graph CLI, and open MCP server tools designed to expose massive workplace context graphs to external AI tools.' language: en resource_type: multimedia complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 4d23fcf6d0f6696062eda1d492100931aed042ea767635973c731f573d24ceb3 health_score: null last_checked: 1780352158.263344 needs_ai_refresh: false hierarchy: - DevOps - Collaboration - Atlassian - Team '26 tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-devops reputation_status: Vetted reputation_summary: Active session from Atlassian's premier annual digital experience with strong platform governance backing. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:15:58.263344+02:00' https://events.atlassian.com/team-digital/sign-in?rId=vs-4058473: title: Atlassian Team '26 Digital Experience description: Login portal for the Atlassian Team '26 Digital Experience, offering on-demand access to keynote recordings, breakout sessions, and product announcements. year: '2026' stars: 4 ai_summary: This digital experience portal provides on-demand access to Atlassian Team '26 keynotes and session recordings. Highlighted presentations include the opening keynote on structuring the 'Human+AI workforce' featuring Magnus Östberg (Mercedes-Benz) and Ethan Mollick, as well as announcements surrounding Atlassian Rovo, Forge agents, and Jira Product Discovery (JPD) Enterprise. language: en resource_type: Event complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 7e030d3871e6139b63c01f731f3e4bee4382b74bf727729331b923254b451b14 health_score: null last_checked: 1780351994.342706 needs_ai_refresh: false hierarchy: - DevOps - Collaboration Tools - Atlassian Ecosystem tags: - '[GUIDE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: project-management-tools reputation_status: Vetted reputation_summary: Official Atlassian portal for Team '26 digital sessions and on-demand keynotes. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:13:14.342706+02:00' https://events.atlassian.com/team-digital/sign-in?rId=vs-4080711: title: 'Login: Team ’26 Digital' description: The digital access and login portal for Atlassian Team '26, providing on-demand sessions, keynote recordings, and technical workshops focused on human-AI collaboration. year: '2026' stars: 4 ai_summary: '**Curator Insight:** Atlassian''s primary gateway to on-demand technical resources detailing the intersection of Agile delivery, enterprise ITSM, and AI-native organizational management. **Live Grounding:** This digital portal provides access to Team ''26 keynotes and deep-dive technical workshops outlining Jira''s agentic roadmap and the integration of Rovo and Loom transcripts. * **Architectural Significance:** Breaks down Atlassian''s ''Teamwork Graph'' infrastructure layer, showing how enterprises federate internal knowledge to power autonomous software delivery. * **Technical Takeaways:** Examines the transition of project management tools from passive recording databases into proactive workflow orchestration engines.' language: en resource_type: site complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: c60697a7e57c28d535efdbfc8c35fa167c2ddca5edee02e6ccdfcf6b3fe1503c health_score: null last_checked: 1780352272.994084 needs_ai_refresh: false hierarchy: - DevOps and Collaboration - Project Management - AI Orchestration tags: - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-devops reputation_status: Vetted reputation_summary: Highly vetted. Official portal for Atlassian's flagship annual conference. No stability issues or penalties. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: '' discovered_at: '2026-06-02T00:17:52.994084+02:00' https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon: title: ArgoCon North America 2026 Call for Proposals description: '' year: '2026' stars: 0 ai_summary: Official Call for Proposals portal for ArgoCon North America 2026. Focuses on collecting real-world architectures, case studies, and enterprise patterns utilizing Argo CD, Argo Workflows, Argo Rollouts, and Argo Events. language: English resource_type: Event Announcement complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Community - Events - ArgoCon tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - argo.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby: title: 'evilmartians.com: Kubing Rails: stressless Kubernetes deployments with Kuby' description: '' year: '2021' stars: 3 ai_summary: A comprehensive developer case study by Evil Martians on utilizing Kuby to containerize and deploy complex Ruby on Rails applications. It highlights how Kuby solves the common configuration overhead of asset compilation, database migrations, and sidekiq worker scaling inside Kubernetes. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: fc3a4a7669b1c9daf72634c6d1d6313ede98a6548d3b12f2929e2f8c2c76b726 health_score: 100.0 last_checked: 1779033079.362142 needs_ai_refresh: true hierarchy: - Application Delivery - Frameworks - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:19.362142+02:00' ? https://examples.javacodegeeks.com/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers : title: 'Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet'' Containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet'' Containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032105.735339 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/embedded-servlet-containers.md v2_locations: - embedded-servlet-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:05.735339+02:00' https://excalidraw.com: title: excalidraw.com description: '' year: '2026' stars: 5 ai_summary: A widely adopted collaborative whiteboard tool designed for rapid design sketches and wireframes. Features custom user libraries containing native cloud-native and Kubernetes icons for quick whiteboard design sessions. language: TypeScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Visualization - Sketch Tools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://experitest.com/appium-blog/start-automating-your-mobile-tests-with-cucumber-and-appium: title: 'experitest.com: Start Automating your mobile tests with Cucumber and Appium' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0552ae08ba9d945b6166c9f98e348684d94bd1bfb31fe7ecf9bee677d1bc7e60 health_score: 100.0 last_checked: 1779031479.100114 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/test-automation-frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:39.100114+02:00' https://explore.skillbuilder.aws/learn: title: "==explore.skillbuilder.aws/learn: AWS Skill Builder== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 health_score: 100.0 last_checked: 1779032589.308289 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-training.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:09.308289+02:00' https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-security-fundamentals-second-edition: title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 health_score: 100.0 last_checked: 1779029899.721731 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-training.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.721731+02:00' https://explore.skillbuilder.aws/learn/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america: title: 'explore.skillbuilder.aws: AWS Skill Builder - Introducción a AWS Data Pipeline'' (Español Latinoamérica) | AWS Technical Essentials (Spanish from Latin America) - Free' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 health_score: 100.0 last_checked: 1779029174.750042 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-training.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.750042+02:00' https://exploreneptune.io: title: "==exploreneptune.io== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==exploreneptune.io== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031807.778624 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:07.778624+02:00' https://exporterhub.io: title: "exporterhub.io \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A comprehensive, community-curated directory designed to catalog Prometheus exporters and dashboard integrations, simplifying target discovery for complex microservice infrastructure. language: None resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Scraping & Exporters - Discovery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://expressjs.com/es: title: Express.js (Spanish Edition) description: Fast, unopinionated, minimalist web framework for Node.js. year: '2026' stars: 4 ai_summary: 'Curator Insight: Despite newer frameworks emerging, Express.js remains the foundational standard for minimalist Node.js web servers due to its simple middleware architecture. Live Grounding: Recent 2026 updates confirm its website was redesigned with Astro and that the project underwent thorough security audits addressing key middleware vulnerabilities. Architectural Value: - Delivers a highly robust routing system suitable for lightweight API gateways. - Supports native ES Modules and compatibility with global edge runtimes. - Spanish translation enables seamless concept validation for non-English native cloud architects.' language: es resource_type: documentation complexity: beginner is_microservice: true status: online addition_method: automatic content_hash: 33d1ed6eee2e964dd311d668bc78aac610064347697c97ca4ec6b75ae11935f7 health_score: null last_checked: 1780352168.173224 needs_ai_refresh: false hierarchy: - Backend Development - Node.js Frameworks - Express.js - Spanish Documentation tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: javascript reputation_status: Vetted reputation_summary: Battle-tested, minimalist Node.js web framework. Redesigned with Astro in May 2026 and regularly audited for security compliance. social_preview_url: https://expressjs.com/og/home-es.png source_provenance: X.com (midudev) suggested_new_category: web-frameworks discovered_at: '2026-06-02T00:16:08.173224+02:00' https://external-secrets.io: title: "external-secrets.io \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The industry-standard operator for syncing external secrets management services (like AWS Secrets Manager, Vault, or GCP Secret Manager) into Kubernetes Secret objects. This eliminates storing sensitive configuration inside git repositories, supporting true GitOps workflows. Decoupled and secure, it is a critical security-centric component. language: Go resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - External Secrets tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins: title: 'fabiogomezdiaz.com: How to Run Packer Pipelines on Jenkins: Part 1 - Traditional Jenkins' description: '' year: '2021' stars: 0 ai_summary: 'An operational guide covering the integration of HashiCorp Packer with standard Jenkins VMs to build repeatable base images for multi-cloud platform layers. *Curator Insight*: VM building pipelines. *Live Grounding*: Critical for maintaining gold machine images within traditional infrastructure domains.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Infrastructure as Code - Packer Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fabiolb.net: title: "Fabio Load Balancer \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: A zero-configuration, Consul-backed HTTP and TCP load balancer. Highly praised for simplicity but now considered legacy in favor of contemporary, Envoy-based ingress controls and standardized gateway APIs. language: Go resource_type: open-source-tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Load Balancing - Legacy Tooling tags: - '[LEGACY]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://fabric8.io: title: Fabric8 description: '' year: '2020' stars: 0 ai_summary: Fabric8 historically offered a comprehensive development and integration platform for Kubernetes. While its global platform features have been deprecated or superseded, its core libraries and Eclipse JKube build helpers continue to be vital utilities in Java environments. language: Java resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Development - Java - Kubernetes Clients tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://fabric8.io/guide/cdelivery.html: title: CI/CD with fabric8 description: '' year: '2018' stars: 0 ai_summary: Details the classic continuous delivery orchestration patterns supported by early versions of the Fabric8 framework. Although helpful for understanding early pipeline structures, these setups are largely replaced by native GitOps and modern cloud-native pipelines. language: Groovy resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - App Development - CI/CD - Legacy Frameworks tags: - '[LEGACY]' v1_locations: [] v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://faddom.com/cloud-computing-costs-and-pricing-comparison: title: 'faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023' description: '' year: '2026' stars: 0 ai_summary: A detailed 2023 summary of public cloud pricing trends and total cost of ownership (TCO) calculators. It focuses on under-provisioned resources and hidden storage costs. Live grounding highlights its value as a foundational reference for optimization algorithms in cloud management platforms. language: English resource_type: Guide/Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Economics - Pricing Matrices - TCO Analysis tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413: title: 'fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model —'' How to Use It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model —'' How to Use It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033157.905872 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:37.905872+02:00' https://falco.org: title: Falco.org description: '' year: '2026' stars: 0 ai_summary: The web portal for Falco, the CNCF-graduated security tool designed for real-time threat detection in Kubernetes. By leveraging eBPF or kernel modules to process raw system calls, Falco continuously evaluates workload behaviors against customizable rule engines. Essential for runtime host compromise and filesystem drift detection. language: N/A resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Runtime Security - Threat Detection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://falco.org/about/case-studies/incepto-medical: title: 'falco.org/about/case-studies/incepto-medical: Protect shared clusters for medical imaging' description: '' year: '2022' stars: 5 ai_summary: Shows how Incepto Medical leverages Falco to secure multi-tenant Kubernetes clusters processing highly-sensitive patient medical imaging. Falco detects anomalous runtime container activity, raw system calls, and unauthorized namespace access in real-time. This runtime instrumentation enables compliance with stringent medical data privacy regulations (e.g., GDPR, HIPAA) without introducing heavy performance overhead to GPU-intensive AI inference workloads. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Orchestration - Cloud Security - Runtime Security tags: - '[CASE STUDY]' - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2 : title: 'falco.org: Detect Malicious Behaviour on Kubernetes API Server through gathering Audit Logs by using FluentBit - Part 2' description: '' year: '2021' stars: 0 ai_summary: This advanced guide describes constructing a real-time behavioral monitoring pipeline utilizing Fluent Bit to capture Kubernetes API audit logs and forward them to Falco. It addresses the architectural challenge of collecting high-volume security telemetry without inducing CPU degradation on master nodes. It enables rapid extraction of administrative anomalies and policy bypass attempts. language: None resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Detection - Audit Logs Parsing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fastapi.tiangolo.com: title: "FastAPI \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Official technical specifications for FastAPI, Python's leading ASGI-compliant framework for building low-latency endpoints. Evaluates native async execution loops, automated Pydantic schema validation, and high-performance routing layouts. language: Python resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Asynchronous Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fastthread.io: title: FastThread.io description: '' year: '2026' stars: 0 ai_summary: An automated engine designed to diagnose JVM thread dumps. Resolves thread lock contention, transaction delays, and thread starvation bottlenecks in Kubernetes-hosted enterprise Java services. language: None resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fastthread.io/ft-error.jsp: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering fastthread.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 978fb1d436faf94e88ad2ae1ff9fce92021ecf3c2ad9adae3ecddf717a0239c7 health_score: 100.0 last_checked: 1779130494.986569 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.986569+02:00' https://fastthread.io/ft-thread-report.jsp?dumpId=1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b10f166049be91cf9c9dbfa1f6e16bd17bdf68af80f1a650ae6898d16a1f5b8a health_score: 100.0 last_checked: 1779033074.698222 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.698222+02:00' https://fatehmuhammad.medium.com/introduction-to-docker-part-1-3cff7559e372: title: 'fatehmuhammad.medium.com: Introduction to Docker | part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fatehmuhammad.medium.com: Introduction to Docker | part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029689.005188 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.005188+02:00' https://fathomtech.io/blog/microservices-vs-serverless: title: 'fathomtech.io: Microservices vs. Serverless' description: '' year: '2021' stars: 3 ai_summary: Evaluates operational tradeoffs, deployment mechanics, and cost models between traditional containerized microservices and pure event-driven serverless architectures. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture Decisions - Comparisons - Microservices vs Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://faun.pub/5-best-terraform-tools-that-you-need-in-2022-a3db2334c524: title: "==faun.pub: 5 Best Terraform Tools That You Need in 2022== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==faun.pub: 5 Best Terraform Tools That You Need in 2022== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.345607 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.345607+02:00' https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4: title: 'faun.pub: A beginner’s guide to Jaeger' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: A beginner’s guide to Jaeger in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030572.443641 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:32.443641+02:00' https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6: title: 'faun.pub: A browser based remote desktop solution on kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: A browser based remote desktop solution on kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031473.541094 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:33.541094+02:00' https://faun.pub/a-definitive-guide-to-kubernetes-operator-the-crawl-7647b278c28b: title: '==faun.pub: A Definitive guide to Kubernetes Operator — The crawl!==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: A Definitive guide to Kubernetes Operator — The crawl!== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030848.637897 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:08.637897+02:00' https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd: title: '==faun.pub: Accessing a remote minikube from a local computer==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030364.677998 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:04.677998+02:00' https://faun.pub/active-passive-load-balancing-with-kubernetes-services-742cae1938af: title: 'faun.pub: Kubernetes — Active/Passive Load Balancing with Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes — Active/Passive Load Balancing with Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032880.125303 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:00.125303+02:00' https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e: title: 'faun.pub: Analyze AWS EKS Audit logs with Falco' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Analyze AWS EKS Audit logs with Falco in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029142.401632 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:42.401632+02:00' https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintended-deletion-c7929a82d983: title: 'faun.pub: ArgoCD Finalizer Shield: Protecting Your Production Clusters from'' Unintended Deletion' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: ArgoCD Finalizer Shield: Protecting Your Production Clusters from'' Unintended Deletion in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032368.400639 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.400639+02:00' https://faun.pub/assign-permissions-to-an-user-in-kubernetes-an-overview-of-rbac-based-authz-in-k8s-7d9e5e1099f1: title: "faun.pub: Assign permissions to an user in Kubernetes. An overview of RBAC-based' AuthZ in k8s \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Assign permissions to an user in Kubernetes. An overview of RBAC-based' AuthZ in k8s \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032256.886887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:36.886887+02:00' https://faun.pub/automate-certificate-management-in-kubernetes-using-cert-manager-d0745e5c7757: title: 'faun.pub: Automate Certificate Management In Kubernetes Using Cert-Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Automate Certificate Management In Kubernetes Using Cert-Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031438.051325 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:58.051325+02:00' https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f: title: "faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031528.153203 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:28.153203+02:00' https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3: title: 'faun.pub: Automation: Deploying an app in GKE using Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Automation: Deploying an app in GKE using Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030231.934837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:51.934837+02:00' https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656ea: title: 'faun.pub: AWS ECS Blue/Green Deployment Setup Using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: AWS ECS Blue/Green Deployment Setup Using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.679603 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.679603+02:00' https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-kubernetes-5952cb27c067: title: 'faun.pub: AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller'' add-on' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller'' add-on in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031793.81589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.815890+02:00' https://faun.pub/aws-eks-with-terraform-and-gitops-in-minutes-b3ca33171209: title: 'faun.pub: Amazon EKS with Terraform and GitOps in minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Amazon EKS with Terraform and GitOps in minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034571.678291 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:11.678291+02:00' https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c6aa0: title: 'faun.pub: Azure DevOps: Deploying Azure Resources using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Azure DevOps: Deploying Azure Resources using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.053321 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.053321+02:00' https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6: title: 'faun.pub: How to implement Azure Kubernetes Service (AKS) in Cloud?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How to implement Azure Kubernetes Service (AKS) in Cloud? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.081866 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.081866+02:00' https://faun.pub/becoming-devops-observability-152b292c05b9: title: 'faun.pub: Becoming DevOps — Observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Becoming DevOps — Observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030326.634196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:26.634196+02:00' https://faun.pub/building-an-eks-fargate-cluster-with-terraform-9736813e1196: title: 'faun.pub: Building an EKS Fargate cluster with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Building an EKS Fargate cluster with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029878.050141 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:58.050141+02:00' https://faun.pub/configuring-a-highly-available-infrastructure-in-aws-using-terraform-2fc9dbb519b6: title: 'faun.pub: Configuring a Highly Available Infrastructure in AWS using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Configuring a Highly Available Infrastructure in AWS using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031642.239075 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:22.239075+02:00' https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-kubeadm-1-2-1e79f0f7857b: title: 'faun.pub: Configuring HA Kubernetes cluster on bare metal servers with kubeadm.'' 1/3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Configuring HA Kubernetes cluster on bare metal servers with kubeadm.'' 1/3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029161.241594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:01.241594+02:00' https://faun.pub/continuous-deployments-of-kubernetes-applications-using-argo-cd-gitops-helm-charts-9df917caa2e4: title: 'faun.pub: Continuous Deployments of Kubernetes Applications using Argo CD'' GitOps & Helm Charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Continuous Deployments of Kubernetes Applications using Argo CD'' GitOps & Helm Charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029379.744743 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:39.744743+02:00' https://faun.pub/control-traffic-flow-to-and-from-kubernetes-pods-with-network-policies-bc384c2d1f8c: title: 'faun.pub: Control traffic flow to and from Kubernetes pods with Network'' Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Control traffic flow to and from Kubernetes pods with Network'' Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029801.664011 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:41.664011+02:00' https://faun.pub/debugging-networkpolicy-part-1-249921cdba37: title: '==faun.pub: Kubernetes — Debugging NetworkPolicy (Part 1)==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Kubernetes — Debugging NetworkPolicy (Part 1)== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029459.177446 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:59.177446+02:00' https://faun.pub/defining-infrastructure-declaratively-with-crossplane-eb9e0a98ae38: title: 'faun.pub: Defining Infrastructure Declaratively with Crossplane' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Defining Infrastructure Declaratively with Crossplane in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033674.93326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crossplane.md v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:14.933260+02:00' https://faun.pub/deploy-active-active-multi-region-kubernetes-cluster-with-terraform-f2652e43f47e: title: "faun.pub: Make Your Kubernetes Cluster Highly Available and Fault Tolerant' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Make Your Kubernetes Cluster Highly Available and Fault Tolerant' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030593.805902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:53.805902+02:00' https://faun.pub/deploying-argo-cd-and-sealed-secrets-with-helm-8de12f53051b: title: 'faun.pub: Deploying Argo CD and Sealed Secrets with Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Deploying Argo CD and Sealed Secrets with Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029801.657588 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:41.657588+02:00' https://faun.pub/devops-create-your-first-ci-cd-pipeline-ed054ba1404f: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033614.782795 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:14.782795+02:00' https://faun.pub/devops-meets-observability-78775c021b0e: title: "faun.pub: DevOps Meets Observability \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: DevOps Meets Observability \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033078.864142 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:18.864142+02:00' https://faun.pub/dockerfile-best-practices-for-developers-87a2c19b4abe: title: 'faun.pub: Dockerfile Best Practices for Developers | Pavan Belagatti' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Dockerfile Best Practices for Developers | Pavan Belagatti in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.911189 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.911189+02:00' https://faun.pub/encrypting-kubernetes-secrets-at-rest-1b835e228c6a: title: 'faun.pub: Encrypting Kubernetes Secrets at Rest' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Encrypting Kubernetes Secrets at Rest in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033074.285507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.285507+02:00' https://faun.pub/end-to-end-ssl-encryption-with-aws-application-load-balancer-b43db918bd9e: title: 'faun.pub: End To End SSL Encryption With AWS Application Load Balancer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: End To End SSL Encryption With AWS Application Load Balancer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029472.510138 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:12.510138+02:00' https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373: title: 'faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key'' Vault Integration (with Workload Identity)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key'' Vault Integration (with Workload Identity) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.903384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - kubernetes-security.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.903384+02:00' https://faun.pub/finally-successfully-setup-docker-registry-inside-kind-kubernetes-cluster-5b0381dbb2ec: title: 'faun.pub: Finally, (successfully…) setup docker registry inside kind Kubernetes'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Finally, (successfully…) setup docker registry inside kind Kubernetes'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033360.013627 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:00.013627+02:00' https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417: title: 'faun.pub: FinOps – introduction, origins and next steps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: FinOps – introduction, origins and next steps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031982.918147 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:02.918147+02:00' https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-should-be-aware-of-the-attack-950e6cf76cac: title: 'faun.pub: From dev to admin: an easy Kubernetes privilege escalation you'' should be aware of — the attack' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: From dev to admin: an easy Kubernetes privilege escalation you'' should be aware of — the attack in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030356.162499 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:56.162499+02:00' https://faun.pub/from-terraform-to-azure-bicep-what-you-need-to-know-bb1c404b7603: title: 'faun.pub: From Terraform to Azure Bicep: What You Need to Know about syntax' description: '' year: '2021' stars: 0 ai_summary: A comparative architectural analysis of HCL (Terraform) and Azure Bicep syntax. It details state management contrasts, native Azure compilation pipelines, and syntax variations to aid infrastructure teams transitioning into native Azure provisioning workflows. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - IaC Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://faun.pub/gatekeeper-k8-hardening-backlog-956d1b6860b6: title: 'faun.pub: Gatekeeper | K8 hardening backlog' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Gatekeeper | K8 hardening backlog in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034424.621804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:44.621804+02:00' https://faun.pub/getting-started-with-observability-657d57aab1c7: title: 'faun.pub: Getting started with Observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Getting started with Observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029631.080819 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.080819+02:00' https://faun.pub/git-clone-using-init-container-kubernetes-b49535be6968: title: '==faun.pub: Git Clone using Init-container | Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Git Clone using Init-container | Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030587.345838 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:47.345838+02:00' https://faun.pub/give-users-and-groups-access-to-kubernetes-cluster-using-rbac-b614b6c0b383: title: '==faun.pub: Give Users and Groups Access to Kubernetes Cluster Using RBAC==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Give Users and Groups Access to Kubernetes Cluster Using RBAC== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032556.137522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.137522+02:00' https://faun.pub/grafana-prometheus-and-loki-exploring-metrics-and-logs-f198637784fc: title: 'faun.pub: Grafana, Prometheus, and Loki: Exploring Metrics and Logs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Grafana, Prometheus, and Loki: Exploring Metrics and Logs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.792267 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.792267+02:00' https://faun.pub/handling-exposed-aws-access-key-b053362abd73: title: 'faun.pub: Handling Exposed AWS Access Key' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Handling Exposed AWS Access Key in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031849.992583 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:49.992583+02:00' https://faun.pub/helm-command-cheat-sheet-by-m-sharma-488706ecf131: title: 'faun.pub: Helm Command Cheat Sheet | By M. Sharma' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Helm Command Cheat Sheet | By M. Sharma in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034405.313005 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:25.313005+02:00' https://faun.pub/helm-template-actions-functions-and-pipelines-16ed23ed336f: title: "faun.pub: Helm — Template Actions, Functions, and Pipelines \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Helm — Template Actions, Functions, and Pipelines \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033575.772693 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:35.772693+02:00' https://faun.pub/hierarchical-namespaces-in-kubernetes-5b07ea2c3e65: title: '==faun.pub: Hierarchical Namespaces in Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Hierarchical Namespaces in Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029820.533227 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.533227+02:00' https://faun.pub/how-helm-subcharts-make-the-transition-to-argo-rollouts-a-breeze-aaf160924dbf: title: 'faun.pub: How Helm Subcharts Make the Transition to Argo Rollouts a Breeze' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How Helm Subcharts Make the Transition to Argo Rollouts a Breeze in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031439.981352 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:59.981352+02:00' https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6: title: '==faun.pub: How to access AWS services from EKS==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: How to access AWS services from EKS== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032296.568047 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:16.568047+02:00' https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de: title: 'faun.pub: How to automate the setup of a Kubernetes cluster on GCP' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How to automate the setup of a Kubernetes cluster on GCP in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032922.412724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.412724+02:00' https://faun.pub/how-to-build-a-gitops-workflow-with-argocd-kustomize-and-github-actions-f919e7443295: title: 'faun.pub: How to build a GitOps workflow with ArgoCD, Kustomize and GitHub'' Actions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How to build a GitOps workflow with ArgoCD, Kustomize and GitHub'' Actions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033074.283292 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.283292+02:00' https://faun.pub/how-to-deploy-jaeger-on-kubernetes-69cf48447182: title: 'faun.pub: How to deploy Jaeger on Kubernetes. A beginner’s guide to Jaeger'' (5 Part Series)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033663.172786 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.172786+02:00' https://faun.pub/how-to-monitor-and-alert-on-nginx-ingress-in-kubernetes-6d7d172f0399: title: 'faun.pub: How to Monitor and Alert on Ingress-NGINX in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How to Monitor and Alert on Ingress-NGINX in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031533.427565 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.427565+02:00' https://faun.pub/how-to-use-priorities-in-kubernetes-e1bb1b722b6a: title: 'faun.pub: How to utilize priorities in Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: How to utilize priorities in Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032619.974071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:39.974071+02:00' https://faun.pub/hygiene-of-argocd-built-automation-at-a-scale-cf63ee459510: title: 'faun.pub: Hygiene of an ArgoCD-built automation at a scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Hygiene of an ArgoCD-built automation at a scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033844.644914 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.644914+02:00' https://faun.pub/implementing-event-driven-architecture-with-aws-eventbridge-event-driven-messaging-pattern-9d29262bfade: title: 'faun.pub: Implementing Event Driven Architecture With AWS EventBridge —'' Event-Driven Messaging Pattern' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Implementing Event Driven Architecture With AWS EventBridge —'' Event-Driven Messaging Pattern in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.738054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-messaging.md v2_locations: - aws-messaging.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.738054+02:00' https://faun.pub/import-your-existing-cloud-infra-into-terraform-ca70da146152: title: 'faun.pub: Import your existing cloud infra into Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Import your existing cloud infra into Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032172.933294 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:12.933294+02:00' https://faun.pub/integrate-keycloak-with-hashicorp-vault-5264a873dd2f: title: 'faun.pub: Integrate Keycloak with HashiCorp Vault' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Integrate Keycloak with HashiCorp Vault in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031787.811737 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:47.811737+02:00' https://faun.pub/intelligently-estimating-your-kubernetes-resource-needs-c12a75ea3138: title: 'faun.pub: Intelligently estimating your Kubernetes resource needs!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Intelligently estimating your Kubernetes resource needs! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.398876 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.398876+02:00' https://faun.pub/k3s-vs-talos-linux-8a1e0dce9a77: title: K3s vs Talos Linux description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering K3s vs Talos Linux in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030991.096023 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:31.096023+02:00' https://faun.pub/kasten-k10-on-kubesphere-to-ensure-kubernetes-backup-and-restore-1bc59a0b91aa: title: 'faun.pub: Kasten K10 on KubeSphere to Ensure Kubernetes Backup and Restore' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kasten K10 on KubeSphere to Ensure Kubernetes Backup and Restore in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032371.779196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:31.779196+02:00' https://faun.pub/keda-ec9fc7c8dd81: title: 'faun.pub: Scaling an app in Kubernetes with KEDA (no Prometheus is needed)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Scaling an app in Kubernetes with KEDA (no Prometheus is needed) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.583646 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.583646+02:00' https://faun.pub/kubernetes-architecture-explained-under-5-minutes-e35277c4b6bc: title: 'faun.pub: Kubernetes Architecture Explained — Under 5 Minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Architecture Explained — Under 5 Minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032753.947411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:53.947411+02:00' https://faun.pub/kubernetes-chronicles-k8s-04-k8s-series-pod-resource-request-limits-49ac0cf67ae6: title: 'faun.pub: Kubernetes Chronicles:(K8s#04)|K8s Series | POD Resource Request'' & Limits' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Chronicles:(K8s#04)|K8s Series | POD Resource Request'' & Limits in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029569.68444 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:49.684440+02:00' https://faun.pub/kubernetes-commands-for-deployment-and-management-e10a74c95015: title: 'faun.pub: Kubernetes Commands for Deployment and Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Commands for Deployment and Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029310.077718 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:30.077718+02:00' https://faun.pub/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6: title: '==faun.pub: Kubernetes Controllers, Custom Resources, and Operators Explained==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Kubernetes Controllers, Custom Resources, and Operators Explained== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032244.693245 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:24.693245+02:00' https://faun.pub/kubernetes-deployment-strategies-f36e7e4d2be: title: 'faun.pub: Kubernetes Deployment Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Deployment Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032455.115855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.115855+02:00' https://faun.pub/kubernetes-ingress-with-nginx-3c77e703e91a: title: '==faun.pub: Kubernetes Ingress with Nginx==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Kubernetes Ingress with Nginx== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.284403 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.284403+02:00' https://faun.pub/kubernetes-liveness-probes-1a053f53690c: title: 'faun.pub: Kubernetes Liveness Probes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Liveness Probes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.823354 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.823354+02:00' https://faun.pub/kubernetes-multi-tenancy-with-amazon-eks-best-practices-and-considerations-60bfd78c2f9a: title: "faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033218.087095 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.087095+02:00' https://faun.pub/kubernetes-nginx-deployments-simplified-management-and-increased-scalability-8b1a32884db1: title: 'faun.pub: Kubernetes Nginx Deployments: Simplified Management and Increased'' Scalability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Nginx Deployments: Simplified Management and Increased'' Scalability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029805.15175 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:45.151750+02:00' https://faun.pub/kubernetes-practice-automating-blue-green-deployment-with-argo-rollouts-2279aa890c53: title: 'faun.pub: Kubernetes Practice — Automating Blue/Green Deployment with Argo'' Rollouts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Practice — Automating Blue/Green Deployment with Argo'' Rollouts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034172.847552 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:32.847552+02:00' https://faun.pub/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-86076da0812f: title: 'faun.pub: Kubernetes Practice — Logging with Logstash and FluentD by Sidecar'' Container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Kubernetes Practice — Logging with Logstash and FluentD by Sidecar'' Container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033844.656691 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.656691+02:00' https://faun.pub/kubernetes-service-types-tutorial-39223391316c: title: "faun.pub: Kubernetes Service Types Tutorial | Pavan Belagatti \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Kubernetes Service Types Tutorial | Pavan Belagatti \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031649.46027 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:29.460270+02:00' https://faun.pub/kubernetes-story-how-kubernetes-works-with-container-runtime-ce618a306f64: title: 'faun.pub: Deep into Container — How Kubernetes works with Container Runtime' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Deep into Container — How Kubernetes works with Container Runtime in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032798.247756 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:38.247756+02:00' https://faun.pub/lets-encrypt-and-certmanager-aa88775730b8: title: '==faun.pub: Let’s encrypt and CertManager==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Let’s encrypt and CertManager== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032339.791066 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:59.791066+02:00' https://faun.pub/multi-cloud-is-not-the-solution-to-the-next-aws-outage-bb41c0b14573: title: 'faun.pub: Multi-Cloud is NOT the solution to the next AWS outage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Multi-Cloud is NOT the solution to the next AWS outage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034049.222379 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.222379+02:00' https://faun.pub/multiple-schedulers-in-kubernetes-a78a7b4fa4b2: title: 'faun.pub: Multiple Schedulers in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Multiple Schedulers in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031339.821147 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:19.821147+02:00' https://faun.pub/optimize-kubernetes-resource-management-with-time-to-live-ttl-for-cleaner-cluster-ea1c6e0c1e73: title: 'faun.pub: Optimize Kubernetes Resource Management with Time-To-Live (TTL)'' for Cleaner Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Optimize Kubernetes Resource Management with Time-To-Live (TTL)'' for Cleaner Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032114.063721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.063721+02:00' https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e65c: title: 'faun.pub: Package and Deploy Your Application Using Helm Chart' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Package and Deploy Your Application Using Helm Chart in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033092.285071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:32.285071+02:00' https://faun.pub/practical-example-of-how-to-set-requests-and-limits-on-kubernetes-87521b599983: title: 'faun.pub: Practical example of how to set requests and limits on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Practical example of how to set requests and limits on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.719205 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.719205+02:00' https://faun.pub/production-grade-kubernetes-monitoring-using-prometheus-78144b835b60: title: "faun.pub: Production grade Kubernetes Monitoring using Prometheus \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Production grade Kubernetes Monitoring using Prometheus \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033591.816748 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:51.816748+02:00' https://faun.pub/redis-high-availability-with-sentinel-on-kubernetes-k8s-a1d67842e0ce: title: 'faun.pub: Redis High availability with Sentinel on Kubernetes(K8s)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Redis High availability with Sentinel on Kubernetes(K8s) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033071.798501 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:11.798501+02:00' https://faun.pub/scaling-your-application-using-kubernetes-9ad0d6bcf0d6: title: 'faun.pub: Scaling Your Application Using Kubernetes - Harness | Pavan Belagatti' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Scaling Your Application Using Kubernetes - Harness | Pavan Belagatti in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.788355 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.788355+02:00' https://faun.pub/secrets-kubernetes-298ea8dd9911: title: '==faun.pub: Secrets | Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Secrets | Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030741.979302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:21.979302+02:00' https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12: title: 'faun.pub: Serverless With Spring Boot & AWS Lambda' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Serverless With Spring Boot & AWS Lambda in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.208794 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.208794+02:00' https://faun.pub/set-up-global-rate-limiting-with-aws-waf-in-5-minutes-bd43a9309683: title: 'faun.pub: Set up global rate limiting with AWS WAF in 5 minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Set up global rate limiting with AWS WAF in 5 minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034522.74539 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.745390+02:00' https://faun.pub/set-up-jenkins-on-a-kubernetes-cluster-2b982c840ebe: title: '==faun.pub: Set up Jenkins on a Kubernetes Cluster==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub: Set up Jenkins on a Kubernetes Cluster== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030572.442548 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:32.442548+02:00' https://faun.pub/spying-on-kubernetes-pods-with-kubespy-3043a3ed044b: title: 'faun.pub: Spying on Kubernetes Pods with kubespy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Spying on Kubernetes Pods with kubespy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033671.617415 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:11.617415+02:00' https://faun.pub/straight-to-the-point-kubernetes-probes-e5b23e267d9d: title: 'faun.pub: Straight to the Point: Kubernetes Probes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Straight to the Point: Kubernetes Probes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.404453 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.404453+02:00' https://faun.pub/taints-and-toleration-basics-in-kubernetes-c0538c3f6deb: title: 'faun.pub: Taints And Toleration Basics In Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Taints And Toleration Basics In Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031442.171671 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.171671+02:00' https://faun.pub/terraform-null-provider-and-null-resource-explained-6a8d674cad63: title: "faun.pub: Terraform null provider and null_resource explained \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Terraform null provider and null_resource explained \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.559855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.559855+02:00' https://faun.pub/terraform-prevent-conditionally-created-resources-from-deletion-dcec1b793565: title: "faun.pub: Terraform-Prevent Conditionally Created Resources From Deletion' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering faun.pub: Terraform-Prevent Conditionally Created Resources From Deletion' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032420.901947 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:20.901947+02:00' https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0: title: 'faun.pub: The best Infrastructure as Code tools for 2021' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: The best Infrastructure as Code tools for 2021 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031230.76987 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:30.769870+02:00' https://faun.pub/the-lifecycle-of-a-terraform-resource-lifecycle-meta-argument-3cc4555ec976: title: 'faun.pub: The Lifecycle of a Terraform Resource — Lifecycle Meta-Argument' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: The Lifecycle of a Terraform Resource — Lifecycle Meta-Argument in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031564.057369 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:04.057369+02:00' https://faun.pub/top-10-uncommon-devops-tools-you-should-know-f4f4464ec7f3: title: 'faun.pub: Top 10 uncommon DevOps tools you should know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Top 10 uncommon DevOps tools you should know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032039.05327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:59.053270+02:00' https://faun.pub/troubleshooting-kubernetes-nodes-storage-space-shortage-on-aliyun-alibaba-cloud-ac28230fe3d3: title: 'faun.pub: Troubleshooting Kubernetes nodes storage space shortage on Aliyun'' (Alibaba Cloud)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Troubleshooting Kubernetes nodes storage space shortage on Aliyun'' (Alibaba Cloud) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032588.697661 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:08.697661+02:00' https://faun.pub/understanding-the-kubernetes-manifest-e96d680f2a11: title: 'faun.pub: Understanding the Kubernetes Manifest' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Understanding the Kubernetes Manifest in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.719198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.719198+02:00' https://faun.pub/upgrading-and-scaling-kubernetes-cluster-in-aws-6971b3936465: title: 'faun.pub: Upgrading and Scaling Kubernetes cluster in AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Upgrading and Scaling Kubernetes cluster in AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032345.57165 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.571650+02:00' https://faun.pub/using-aws-api-gateway-as-proxy-to-our-internal-application-369eb115db70: title: 'faun.pub: Using AWS API Gateway As Proxy To Our Internal Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Using AWS API Gateway As Proxy To Our Internal Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032902.01442 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.014420+02:00' https://faun.pub/using-aws-session-manager-for-port-forwarding-to-remote-hosts-8168589ba579: title: 'faun.pub: Using AWS Session Manager For Port Forwarding To Remote Hosts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Using AWS Session Manager For Port Forwarding To Remote Hosts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031448.492414 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:08.492414+02:00' https://faun.pub/using-aws-session-manager-with-ansible-to-execute-playbook-on-ec2-ac97fa17b187: title: 'faun.pub: Using AWS Session Manager With Ansible To Execute Playbook On'' EC2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Using AWS Session Manager With Ansible To Execute Playbook On'' EC2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032524.566901 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:04.566901+02:00' https://faun.pub/what-is-chaos-engineering-a89b64db9af0: title: 'faun.pub: What is Chaos Engineering?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: What is Chaos Engineering? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033019.408479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.408479+02:00' https://faun.pub/what-is-difference-of-event-driven-architecture-message-driven-architecture-and-microservices-f5623e51f868: title: 'faun.pub: Understanding the Differences Between Event-Driven, Message-Driven,'' and Microservices Architectures with AWS Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Understanding the Differences Between Event-Driven, Message-Driven,'' and Microservices Architectures with AWS Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029509.363339 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:49.363339+02:00' https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869: title: 'faun.pub: Why We Moved From Lambda to ECS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering faun.pub: Why We Moved From Lambda to ECS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032149.966081 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:49.966081+02:00' https://fauna.com/blog/comparison-faas-providers: title: 'fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless'' Function (FaaS) Providers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless'' Function (FaaS) Providers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032068.737579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:28.737579+02:00' https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper: title: Securing Kubernetes Apps with Keycloak and Gatekeeper description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Securing Kubernetes Apps with Keycloak and Gatekeeper in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029482.836766 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:22.836766+02:00' https://featureflags.io/feature-flags-vs-branching: title: 'featureflags.io: Flags vs Branching' description: '' year: '2019' stars: 0 ai_summary: An analysis comparing feature flagging with branch-based isolation. Explains how runtime toggle configurations decouple code deployments from feature releases, enabling safe, continuous trunk-based deployment models. language: Markdown resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Feature Management - Decoupling tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://featureflags.io/python-feature-flags: title: Python Feature Flag Resources/Solutions description: '' year: '2021' stars: 3 ai_summary: Curator Insight aggregates feature flagging solutions for Python-based stacks. Live Grounding emphasizes that modern distributed microservices rely on dynamic flag management platforms (such as Unleash or LaunchDarkly) to execute runtime decoupling, safe continuous delivery, and progressive rollout protocols without service disruption. language: Python resource_type: Resource Portal complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Microservices - Feature Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedidat.com/250-jvisualvm-openshift-pod: title: 'VisualVM: JVisualVM to an Openshift pod' description: '' year: '2021' stars: 0 ai_summary: Step-by-step tutorial on forwarding JMX connections to JVisualVM clients over Kubernetes port-forwarding. Facilitates real-time thread inspection, heap monitoring, and manual GC triggers. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedoralovespython.org: title: "fedoralovespython.org \U0001F31F" description: '' year: '2015' stars: 0 ai_summary: Specialized guide highlighting Python integration within Fedora and Red Hat Linux distributions. Demonstrates system-level binary dependencies, pip-to-rpm management, and kernel automation script packaging. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Python Ecosystem - OS Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1: title: 'fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)' description: '' year: '2021' stars: 3 ai_summary: A foundational educational resource mapping core concepts of shell execution, scripting environments, and flow control. Designed for system administrators shifting into DevOps workflows. Live Grounding validates its structured pedagogy for internal engineering onboarding. language: Bash resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Shell Scripting - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedoramagazine.org/manage-containers-with-podman-compose: title: 'fedoramagazine.org: Manage containers with Podman Compose' description: '' year: '2021' stars: 0 ai_summary: This resource reviews the configuration of Podman Compose, a Python-based utility developed to interpret YAML schemas and execute local multi-container groupings. While it functions as a lightweight alternative, live grounding highlights that modern enterprise setups prefer native Docker Compose with `podman.sock` compatibility due to its deeper feature coverage. language: Python resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Tooling - Podman Compose tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedoramagazine.org/powershell-on-linux-a-primer-on-object-shells: title: 'fedoramagazine.org: PowerShell on Linux? A primer on Object-Shells' description: '' year: '2022' stars: 3 ai_summary: An introduction explaining how object-oriented shells function on traditionally text-stream-based UNIX environments like Fedora. It details how piping native objects rather than parsing string structures with awk/grep simplifies configuration scripting. It assists Linux engineers in integrating cross-platform scripting runtimes into heterogeneous fleets. language: PowerShell resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Automation & Tooling - Command Line Interface - Cross-Platform Shells tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora: title: 'fedoramagazine.org: Use Docker Compose with Podman to Orchestrate Containers on Fedora Linux' description: '' year: '2021' stars: 0 ai_summary: An implementation manual focused on configuring Docker Compose pipelines to run on Fedora Linux workstations utilizing Podman's unprivileged user sockets. It explains how to bypass typical daemon-related attack vectors while maintaining high-fidelity support for standard multi-service YAML specs. language: Shell resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Container Tooling - Docker Compose Compatibility tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedoramagazine.org/using-ansible-to-configure-podman-containers: title: "fedoramagazine.org: Using Ansible to configure Podman containers \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Introduces Podman automation using native Ansible modules. Details how to coordinate rootless container deployments, configure volume mapping, publish network ports, and manage container life cycles without requiring a system-level Docker daemon. language: YAML resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://fedoramagazine.org/varnish-site-faster-stable: title: 'fedoramagazine.org: Varnish: Your site faster and more stable' description: '' year: '2021' stars: 0 ai_summary: A practical system administration guide demonstrating how to set up, secure, and monitor Varnish Cache on enterprise Linux configurations to handle surge traffic and ensure static file acceleration. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Caching - Edge Caching - Varnish tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://feedly.com: title: feedly.com description: '' year: '2023' stars: 3 ai_summary: A widely-used content aggregator tool used by FinOps engineers to curate technology updates, track major cloud provider releases, and aggregate performance engineering best practices in a single feed. language: English resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Community Resources - Curation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - newsfeeds.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure-and-healthy-6fbd10f0d958: title: "fenyuk.medium.com: Helm for Kubernetes. Datree for keeping cluster secure' and healthy \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering fenyuk.medium.com: Helm for Kubernetes. Datree for keeping cluster secure' and healthy \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033663.171511 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.171511+02:00' https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596: title: "fenyuk.medium.com: Helm for Kubernetes. GitOps with Argo CD \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering fenyuk.medium.com: Helm for Kubernetes. GitOps with Argo CD \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033418.883972 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:58.883972+02:00' https://fernandovillalba.substack.com/p/devops-dont-destroy-silos-transform: title: 'fernandovillalba.substack.com: DevOps: Don''t destroy silos, transform them' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fernandovillalba.substack.com: DevOps: Don''t destroy silos, transform them in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030329.933255 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:29.933255+02:00' https://figments.medium.com/argocd-the-first-step-towards-gitops-899732fbc33e: title: 'figments.medium.com: ArgoCD: The first step towards GitOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering figments.medium.com: ArgoCD: The first step towards GitOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030739.161589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:19.161589+02:00' https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-prometheus-a661a31d7ad8: title: 'figments.medium.com: Observable Kubernetes Cluster Using Grafana-Loki-Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering figments.medium.com: Observable Kubernetes Cluster Using Grafana-Loki-Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.746675 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.746675+02:00' https://fika.works/blog/eks-service-accounts: title: EKS Service Accounts Explained description: '' year: '2021' stars: 0 ai_summary: In-depth analysis of IAM Roles for Service Accounts (IRSA) architecture. Covers OpenID Connect (OIDC) federation, JWT token injection, and structural principal boundary configuration. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html: title: 'finance.yahoo.com: IBM''s Red Hat OpenShift Platform to be Leveraged by Siemens' description: '' year: '2021' stars: 3 ai_summary: Examines Siemens' strategic choice to run its MindSphere industrial cloud platform using Red Hat OpenShift. Discusses the deployment of standardized Kubernetes platforms across physical factories, edge devices, and public cloud architectures. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Industrial IoT - Enterprise Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://finance.yahoo.com/sectors/technology/articles/broadcom-expands-collaboration-google-cloud-130000376.html?linkId=61973388: title: Broadcom Expands Collaboration with Google Cloud on Cloud Network Insights description: Broadcom and Google Cloud collaborate to launch Cloud Network Insights, an observability service enabled by AppNeta for multi-cloud, hybrid, and agentic environments. year: '2026' stars: 4 ai_summary: Google Cloud and Broadcom have collaborated to launch Cloud Network Insights, a first-party observability service powered by Broadcom's AppNeta technology. Designed for hybrid, multi-cloud, and agentic environments, the platform delivers deep end-to-end network path visibility to help IT teams rapidly isolate application performance issues from network-related bottlenecks. This integration addresses the critical telemetry requirements of distributed AI workloads and cross-cloud SaaS dependencies, significantly reducing Mean Time to Resolution (MTTR). language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 2e28b1edea659cb648fd213c5bbf5256fc7d693624c7af621bf50db4c7f0e4f3 health_score: null last_checked: 1780352454.119782 needs_ai_refresh: false hierarchy: - Public Cloud - Google Cloud Platform - Observability - Network Performance Monitoring tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Broadcom and Google Cloud are highly trusted enterprise vendors introducing enterprise-grade network observability. social_preview_url: '' source_provenance: X.com (GoogleCloud) suggested_new_category: '' discovered_at: '2026-06-02T00:20:54.119782+02:00' https://firebase.google.com: title: firebase.google.com description: '' year: '2026' stars: 0 ai_summary: Google's premium Backend-as-a-Service platform. Features real-time JSON databases, managed authentication, and serverless compute triggers optimized for client applications and lightweight microservices. language: None resource_type: Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend-as-a-Service - Google Cloud - BaaS Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://firefox-source-docs.mozilla.org/devtools-user/tools_toolbox/index.html: title: Firefox DevTools description: '' year: '2026' stars: 0 ai_summary: Official source files and reference manuals documenting the Firefox Developer Tools suite. Outlines its advanced grid layout debuggers, network request visualizers, and raw telemetry profiling. language: None resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Browser Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fireship.dev/async-javascript-from-callbacks-to-promises-to-async-await: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f5ff9871d7c28010f57a7638faa18050f8a2bbf78fd37ae5e377ffc8631b05ac health_score: 100.0 last_checked: 1779130495.014902 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.014902+02:00' https://fireship.dev/beginners-guide-to-javascript-prototype: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: aa2de0da74b546319f1b94591c763fb796df150d58cb2362beb0f979a5c30c94 health_score: 100.0 last_checked: 1779130495.006499 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.006499+02:00' https://first-web-scraper.readthedocs.io/en/latest: title: First web scraper description: '' year: '2020' stars: 3 ai_summary: Curator Insight reviews a step-by-step tutorial designed to build initial web scraping functions using requests and BeautifulSoup. Live Grounding highlights its value for educational pipelines, teaching fundamental DOM and network parsing concepts before developers transition to concurrent systems. language: Python resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Data Engineering - Web Scraping tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://first-web-scraper.readthedocs.org: title: First web scraper description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: db9707ba3e2e0fdab98ce56ffa2030014a4af1bebb66f51a68f12b64e64157f5 health_score: 100.0 last_checked: 1779032091.367813 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.367813+02:00' https://flagger.app: title: Flagger description: '' year: '2024' stars: 0 ai_summary: Flagger is an industry-standard Kubernetes progressive delivery operator that automates canary rollouts, A/B testing, and blue/green patterns. By orchestrating service mesh routers (Istio, Linkerd) and ingress controllers, Flagger analyzes metrics and safely triggers rollbacks on anomalies. language: Go resource_type: Kubernetes Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Progressive Delivery - Flagger tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://flask.palletsprojects.com: title: "Flask Documentation \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 26a629a4fbc083bb9a87ea12172a4556b98823bd68fe505359ba8f652dc0294b health_score: 100.0 last_checked: 1779031302.434628 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:21:42.434628+02:00' https://flask.palletsprojects.com/en/stable: title: "Flask Documentation \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Official technical specifications and documentation for Flask, Python's leading microframework. Details its extensible design, built-in WSGI compliance, routing structures, and strategies for configuring custom extensions in high-performance microservices. language: Python resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Microframeworks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fleetdm.com/engineering/tips-for-github-actions-usability: title: 'blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for debugging)' description: '' year: '2022' stars: 0 ai_summary: Provides practical tips for optimizing GitHub Actions workflows. Outlines techniques for structured workflow organization, managing secure runner logs, and utilizing interactive terminal access for live debugging. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://flightaware.engineering/systems-monitoring-with-prometheus-grafana: title: Systems Monitoring with Prometheus and Grafana description: '' year: '2019' stars: 0 ai_summary: A foundational engineering guide on setting up a robust, scalable systems monitoring pipeline using Prometheus for time-series data storage and Grafana for visual dashboards. Highlights best practices in querying via PromQL and architecting resilient scraping targets. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Metrics - Core Stack tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://flink.apache.org: title: Apache Flink description: '' year: '2026' stars: 5 ai_summary: Apache Flink is the industry-standard distributed framework designed for stateful stream computations on real-time event logs. Offering sub-millisecond execution times and robust exactly-once state processing, Flink handles large-scale stream processing workloads with high efficiency. language: Java resource_type: Processing Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Stream Processing - Stateful Computations - Flink tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://flink.apache.org/2021/02/10/native-k8s-with-ha.html: title: 'flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability (HA)' description: '' year: '2021' stars: 4 ai_summary: A detailed technical guide explaining how to deploy stateful Flink jobs natively on Kubernetes with High Availability (HA). It details integration patterns using ZooKeeper or Kubernetes API endpoints to coordinate active leader election and prevent split-brain states. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Stream Processing - Flink - Kubernetes Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://flood.io: title: flood.io description: '' year: '2024' stars: 0 ai_summary: Tricentis Flood is a cloud-hosted load testing platform that supports JMeter, Gatling, and Selenium. It allows engineering teams to scale massive distributed loads from global geographic regions to assert system resiliency. It serves as a critical integration point for modern CI/CD pipelines aiming to shift performance testing left. language: N/A resource_type: SaaS complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Testing - Performance Testing - SaaS Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://fluentbit.io: title: fluentbit.io description: '' year: '2026' stars: 0 ai_summary: Fluent Bit is a highly lightweight telemetry processor designed to gather, parse, and route massive streams of logs, metrics, and traces inside memory-constrained environments. From a security perspective, its custom parsing pipelines allow runtime audit events to be indexed and structured before transit. It serves as a foundational component in enterprise SIEM architectures. language: C resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Logging - Fluent Bit Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://flux-subsystem-argo.github.io/website/tutorials/terraform: title: 'flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD and Flux Subsystem for Argo' description: '' year: '2023' stars: 3 ai_summary: Examines the integration of Flux's specialized controller capabilities with Argo CD's visual application management via the Flux Subsystem for Argo (FSA). Highlights the declarative orchestration of Terraform/OpenTofu resources. Live Grounding notes that while hybrid Argo-Flux architectures exist, most modern 2026 enterprise teams prefer consolidated control planes (e.g., pure Crossplane or pure Tofu-Controller) to limit orchestration overhead. language: Go resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Orchestration - GitOps - ArgoCD & Flux tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://fluxcd.io: title: Flux description: '' year: '2026' stars: 0 ai_summary: The main ecosystem page for Flux, a CNCF Graduated tool designed for GitOps continuous delivery. Keeps Kubernetes clusters synchronized with version-controlled repositories, supporting declarations via Helm, Kustomize, and native YAML. language: Go resource_type: GitOps Engine complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide: title: 'fluxcd.io: GitOps Without Leaving your IDE' description: '' year: '2022' stars: 3 ai_summary: Details the developer experience enhancements enabled by VS Code extensions for Flux, permitting local validation, visualization, and manual reconciliation of GitOps resources. Live Grounding illustrates that integrating validation tools directly into local IDE systems dramatically decreases shift-left deployment cycles and minimizes syntax/runtime misconfigurations prior to Git commits. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Orchestration - GitOps - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform: title: 'fluxcd.io: How to GitOps Your Terraform' description: '' year: '2022' stars: 4 ai_summary: Introduces declarative lifecycle management of Terraform-provisioned infrastructure resources using Kubernetes custom controllers. Highlights how reconciling Terraform state within the control plane eliminates state drift. Live Grounding reveals that this controller-driven paradigm has matured, bridging the gap between application-level GitOps and platform-level infrastructure provisioning. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - GitOps tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://fluxcd.io/flux: title: "toolkit.fluxcd.io: GitOps Toolkit \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Highlights the modular architecture of Flux v2 (source-controller, kustomize-controller, helm-controller, notification-controller). Allows platform teams to customize GitOps engines using dedicated custom resource definitions. language: Go resource_type: Framework complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://flywaydb.org: title: Flyway description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3c051ec375f07292beb325818d9619fd44aa64a3de05e8639924dc2ee12ed755 health_score: 100.0 last_checked: 1779033416.87721 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/liquibase.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:56.877210+02:00' https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubernetes: title: 'foojay.io: K8ssandra Performance Benchmarks on Cloud Managed Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c7f24915c52a76113bc6d92b352e2f625ab94f8e512fcae6b6e9acff01e95c25 health_score: 100.0 last_checked: 1779032151.918423 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/nosql.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:51.918423+02:00' https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven: title: 'foojay.io: The Evolution of APIs: From RESTful to Event-Driven' description: '' year: '2023' stars: 4 ai_summary: Traces the transition of API paradigms from synchronous RESTful patterns to asynchronous event-driven architectures (EDA). While HTTP REST is suited for transactional CRUD operations, high-scale modern applications rely on technologies like WebSockets, gRPC, and Apache Kafka to stream real-time events. This architectural shift significantly reduces polling overhead and improves UI responsiveness. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Integration - API Design - Protocols & Formats tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://foojay.io/today/top-10-java-language-features: title: 'foojay.io: Top 10 Java Language Features' description: '' year: '2022' stars: 0 ai_summary: Curates the top ten most impactful modern language features in Java. Highlighting functional programming enhancements, records, pattern matching, and var inference, this guide demonstrates how modern Java matches the developer ergonomics of younger languages. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Language - Syntax and Features tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way: title: 'foreseeti.com: How to become and stay AWS well architected in a smart way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering foreseeti.com: How to become and stay AWS well architected in a smart way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029478.425107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.425107+02:00' https://forklift.konveyor.io: title: "forklift.konveyor.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering forklift.konveyor.io \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033222.503118 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:42.503118+02:00' https://former2.com: title: former2.com description: '' year: '2025' stars: 4 ai_summary: Former2 is an industry-standard open-source browser utility that imports active AWS configurations and outputs valid CloudFormation, Terraform, or AWS CDK structures. Running client-side to protect credentials, it simplifies migrating manually provisioned resources into structured Git repositories. language: JavaScript resource_type: SaaS / Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Automated Generation - AWS Resource Importers tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://forum.openai.com/public/videos/event-replay-terence-tao-and-mark-chen-on-ai-and-mathematical-discovery-2026-03-11: title: 'Event Replay: Terence Tao and Mark Chen on AI and Mathematical Discovery' description: A foundational discussion on how AI reasoning models are integrated into rigorous academic and mathematical scientific discoveries. year: '2026' stars: 4 ai_summary: This forum event replay documents a dialogue between world-class mathematician Terence Tao and OpenAI's VP of Research Mark Chen on the intersection of frontier reasoning models and formal mathematics. The session demonstrates how system-guided reasoning, hypothesis generation, and automated code generation are actively reshaping the workflow of academic research and mathematical verification. language: en resource_type: Video complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 942deca2cf5874e4e426b2a94bca1b51da23aeba3d03249f9bb0d8c8ec948eb1 health_score: null last_checked: 1780352849.031753 needs_ai_refresh: false hierarchy: - AI - Artificial Intelligence - Advanced Reasoning - Mathematical Discovery tags: - '[CASE STUDY]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: A highly valued discussion illustrating the integration of advanced LLM reasoning inside automated theorem proving and scientific discovery workflows. social_preview_url: '' source_provenance: X.com (OpenAI) suggested_new_category: ai-research-scientific discovered_at: '2026-06-02T00:27:29.031753+02:00' https://forums.aws.amazon.com: title: AWS Forums description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 465009557511c541229975876def39876da5a90ba73b2257c9e6dfc355e92715 health_score: 100.0 last_checked: 1779031497.944882 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md - docs/newsfeeds.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.944882+02:00' https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159: title: Running an insecure registry –insecure-registry description: '' year: '2018' stars: 0 ai_summary: Community forum thread detailing user-submitted troubleshooting tips and configuration overrides for the `--insecure-registry` docker daemon parameter. This historical Q&A addresses common handshake and certificate mapping issues during registry prototyping. Modern security postures mandate avoiding insecure setups in production environments. language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Management - Docker Security - Insecure Registries tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://fossforce.com: title: FOSS Force description: '' year: '2026' stars: 2 ai_summary: A news and analysis platform dedicated to free and open-source software (FOSS), discussing industry trends, licensing, and community governance. Offers high-level context on the evolution of open-source ecosystems impacting enterprise IT strategies. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Linux - Community & General Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fourtheorem.com/monorepo: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering fourtheorem.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 2f0a5661a06c31da0f2da5a31f8f3c4905810195472f775ada73a4c7de159c4f health_score: 100.0 last_checked: 1779130495.009186 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.009186+02:00' https://foxutech.com/kubernetes-namespace-resource-quota-and-limits: title: "foxutech.com: Kubernetes Namespace Resource Quota and Limits \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Provides step-by-step instructions on implementing Resource Quotas and LimitRanges at the namespace level. - Demonstrates multi-tenant boundary isolation using YAML configurations. - Essential for sandbox and shared development environments.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Policy & Governance - Resource Quotas tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://fr4nk.xyz/understanding-ingress-in-kubernetes-a-comprehensive-guide-b23b5cf37f8d: title: '==fr4nk.xyz: Understanding Ingress in Kubernetes: A Comprehensive Guide==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==fr4nk.xyz: Understanding Ingress in Kubernetes: A Comprehensive Guide== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033805.633767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:25.633767+02:00' https://fransemalila.medium.com/kubernetes-networking-cea2e1b7d2b3: title: 'fransemalila.medium.com: Kubernetes Networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fransemalila.medium.com: Kubernetes Networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031620.077553 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.077553+02:00' https://free-for.dev: title: free-for.dev description: '' year: '2026' stars: 0 ai_summary: A comprehensive community-driven directory indexing free development tiers from major infrastructure, platform, SaaS, and API providers. Highly useful for architects scoping zero-cost environments for development sandboxes and lightweight container testbeds. language: Markdown resource_type: Reference Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Resources - Free Tiers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://free-web-services.com: title: free-web-services.com description: '' year: '2025' stars: 2 ai_summary: A public directory index mapping legacy web services and free APIs. Helpful for basic testing, though modern developers often prefer containerized local mocks for CI integration consistency. language: Agnostic resource_type: Directory complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Public Resources - Catalogs - Web Services tags: - '[LEGACY]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://freelance.es: title: freelance.es description: '' year: '2026' stars: 0 ai_summary: A dedicated digital portal and community framework supporting freelance professionals in Spain. It offers administrative guides, legal protection updates, and billing services. Live grounding identifies it as a highly reliable resource for navigating complex 'autónomo' tax structures and compliance checks. language: Spanish resource_type: Platform/Legal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Remote Work & Career - Legal Compliance - Spanish Freelancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html: title: 'Free eGuide: JVM Troubleshooting Guide' description: '' year: '2014' stars: 0 ai_summary: A legacy reference guide focused on classical JVM diagnostics, thread dump analysis, and heap tracking. While it lays down correct foundational principles for identifying memory leaks and deadlock patterns, its technical utility is limited today given its lack of coverage on modern diagnostic frameworks like JDK Flight Recorder, Cryostat, and advanced container-aware heap tools. language: English resource_type: E-Book/Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Diagnostics and Troubleshooting tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2014-06-01T00:00:00+02:00' https://freesoft.dev/program/126957220: title: 'freesoft.dev: Ansible Role: Harbor API Codifying' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering freesoft.dev: Ansible Role: Harbor API Codifying in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034102.748895 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:22.748895+02:00' https://frigate.readthedocs.io: title: Frigate description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2ae413875c463b192303cfe50e9af966fe426ce150fbe2bb7d52187e5f00b627 health_score: 100.0 last_checked: 1779032074.440899 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:34.440899+02:00' https://frigate.readthedocs.io/en/latest: title: Frigate description: '' year: '2026' stars: 0 ai_summary: Open-source documentation generator specializing in extracting complex metadata profiles from Helm values files. Provides teams with structural consistency by eliminating manual developer intervention when writing chart readmes. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Documentation Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d: title: 'fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034486.948855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/terraform.md v2_locations: - demos.md - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:46.948855+02:00' https://fuse.labs.osecloud.com/fuse/creating-a-microservices-project-with-maven: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering fuse.labs.osecloud.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.396851 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.396851+02:00' https://futurecoder.io: title: futurecoder.io description: '' year: '2021' stars: 0 ai_summary: Interactive browser-based Python playground that implements inline debugging, code visualization tools, and stack-trace debugging to assist developers in learning core programming practices. language: JavaScript resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Python Ecosystem - Interactive Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang: title: 'gabrieltanner.org: Golang Application monitoring using Prometheus' description: '' year: '2020' stars: 0 ai_summary: A practical walk-through detailing how to instrument a Go application with custom Prometheus metrics using the official client library. Demonstrates defining, registering, and incrementing Counters and Gauges, and exposes them over an HTTP handler endpoint. language: Go resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Client Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s: title: 'gabrieltanner.org: Setting up a HA Kubernetes cluster using K3S' description: '' year: '2021' stars: 2 ai_summary: A technical tutorial demonstrating how to install high-availability K3s clusters by leveraging external SQL databases (like PostgreSQL) to store states as an alternative to etcd. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - High Availability - Database Options tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://gaia-x.eu: title: Gaia-X.eu description: '' year: '2026' stars: 0 ai_summary: Official portal for Gaia-X, a European initiative seeking to establish unified requirements for an open, secure, and federated data architecture. Curated as a data sovereignty system; live grounding reflects its transition from theoretical architectural documents to real-world deployment of Gaia-X Compliance Engines. language: English resource_type: Specification/Standard complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Sovereignty - Regulatory Ecosystems - Gaia-X Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://galaxy.ansible.com: title: galaxy.ansible.com description: '' year: '2026' stars: 0 ai_summary: Ansible Galaxy serves as the central hub and public registry for finding, downloading, and sharing community-driven or certified Ansible collections, roles, and modules, serving as the core package ecosystem for modern IaC. language: N/A resource_type: Registry complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Package Registry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter: title: galaxy.ansible.com/UnderGreen/prometheus-node-exporter description: '- [github.com/UnderGreen/ansible-prometheus-node-exporter](https://github.com/UnderGreen/ansible-prometheus-node-exporter)' year: '2024' stars: 0 ai_summary: A lightweight, target-focused Ansible role specifically created to provision Prometheus Node Exporter. Useful for simple, bare-metal telemetry rollouts. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Node Exporter Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://galaxy.ansible.com/William-Yeh/prometheus: title: galaxy.ansible.com/William-Yeh/prometheus description: "- [github.com/William-Yeh/ansible-prometheus](https://github.com/William-Yeh/ansible-prometheus)\n \ - [awesomeopensource.com/project/William-Yeh/ansible-prometheus](https://awesomeopensource.com/project/William-Yeh/ansible-prometheus)" year: '2020' stars: 0 ai_summary: 'A historical Ansible module for Prometheus installations. Live Grounding Note: Currently unmaintained. Modern orchestrations have transitioned to Helm charts or upstream operators.' language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Legacy Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://galaxy.ansible.com/alexdzyoba/jmx-exporter: title: galaxy.ansible.com/alexdzyoba/jmx-exporter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 health_score: 100.0 last_checked: 1779031108.799658 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:28.799658+02:00' https://galaxy.ansible.com/ansible/product_demos: title: "galaxy.ansible.com/ansible/product_demos \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: 'The official catalog of production-ready Ansible product demos hosted on Ansible Galaxy. Contains modular roles and collections designed to streamline enterprise cloud deployments. (Live Grounding: Serves as a vital asset directory for platform engineering teams utilizing Ansible Automation Platform).' language: YAML resource_type: Asset Catalog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code & CI-CD - Configuration Management - Ansible Galaxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://galaxy.ansible.com/atosatto/docker-swarm: title: 'galaxy.ansible.com: Docker Ansible Role' description: '' year: '2022' stars: 0 ai_summary: An automation playbook for deploying secure Docker Swarm setups via Ansible. Highly useful for configuring Swarm managers and multi-tier network nodes programmatically. language: YAML resource_type: IaC Module complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Docker Swarm tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://galaxy.ansible.com/awx/awx: title: 'AWX Ansible Collection: galaxy.ansible.com/awx/awx' description: '' year: '2024' stars: 0 ai_summary: The official `awx.awx` Ansible Collection, which provides dedicated modules to interact programmatically with AWX/Tower API endpoints. This enables GitOps-style management of AWX configurations, job templates, credentials, and organizational schemas. language: Python resource_type: Collection complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Collections tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://galaxy.ansible.com/cloudalchemy/node-exporter: title: galaxy.ansible.com/cloudalchemy/node-exporter description: '- [github.com/cloudalchemy/ansible-prometheus](https://github.com/cloudalchemy/ansible-prometheus)' year: '2025' stars: 0 ai_summary: Highly standard Cloud Alchemy Ansible role configured to install, register, and maintain Prometheus Node Exporter. Leverages secure systemd user privileges and handles multi-distro variations flawlessly. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Node Exporter Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://galaxy.ansible.com/geerlingguy: title: galaxy.ansible.com/geerlingguy description: '' year: '2026' stars: 0 ai_summary: The official Ansible Galaxy repository page for Jeff Geerling (geerlingguy), the most prominent community contributor in the Ansible landscape. Host to dozens of highly maintained roles covering PHP, Docker, Jenkins, and Kubernetes. language: N/A resource_type: Registry Profile complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Community Authors tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://galaxy.ansible.com/geerlingguy/awx: title: "galaxy.ansible.com/geerlingguy/awx \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A popular, legacy Ansible role by Jeff Geerling designed for automated installation of AWX on virtual or bare-metal systems. Note that since modern AWX relies almost exclusively on the Kubernetes AWX Operator, this role is largely legacy. language: YAML resource_type: Role complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Roles tags: - '[LEGACY]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://galaxy.ansible.com/mesaguy/prometheus: title: galaxy.ansible.com/mesaguy/prometheus description: '- [github.com/mesaguy/ansible-prometheus](https://github.com/mesaguy/ansible-prometheus)' year: '2024' stars: 0 ai_summary: Ansible playbooks designed to orchestrate server installation, Alertmanager nodes, and basic discovery pipelines. Highly parameterizable configuration schemas. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Prometheus Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://galaxy.ansible.com/mkgin/vmware-harbor: title: galaxy.ansible.com/mkgin/vmware-harbor description: '' year: '2020' stars: 0 ai_summary: An Ansible Galaxy integration hub targeting VMware's deployment instances of the Harbor container registry. This legacy role is built for deploying VM-hosted registries. Modern engineering workflows prioritize containerized cluster deployments instead of Ansible-orchestrated VM-level Harbor runtimes. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Security - Container Registries - Harbor Automation tags: - '[LEGACY]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://galaxy.ansible.com/nginxinc/nginx_core: title: galaxy.ansible.com/nginxinc/nginx_core description: '' year: '2021' stars: 4 ai_summary: The official Ansible NGINX Core Collection. It automates the installation, configuration, and execution of NGINX Open Source and NGINX Plus instances. It provides modular, enterprise-ready playbooks to streamline load-balancing, reverse proxies, and web operations across heterogeneous environments. language: YAML resource_type: tool complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - NGINX Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://galaxy.ansible.com/t_systems_mms/letsencrypt: title: 'galaxy.ansible.com: letsencrypt' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 health_score: 100.0 last_checked: 1779031037.187558 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.187558+02:00' https://galaxy.ansible.com/theforeman/foreman: title: Ansible Modules to manage Foreman and Katello installations description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 health_score: 100.0 last_checked: 1779031406.32131 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.321310+02:00' https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk: title: 'ganeshvernekar.com: Prometheus TSDB (Part 3): Memory Mapping of Head Chunks from Disk' description: '' year: '2020' stars: 0 ai_summary: Part three of the TSDB deep dive, explaining how Prometheus memory-maps (mmap) historical head chunks to disk. By offloading cold chunks from RAM to disk while maintaining access references in memory, Prometheus significantly reduces its operational RAM requirements under dense monitoring workloads. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - TSDB Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index: title: 'ganeshvernekar.com: Prometheus TSDB (Part 4): Persistent Block and its Index' description: '' year: '2020' stars: 0 ai_summary: Part four of the TSDB deep-dive series, analyzing the persistent block layout and its index structures on disk. Covers how the compactor merges historical 2-hour TSDB blocks, compresses the indices, and manages directory structures to allow low-overhead analytical PromQL queries. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - TSDB Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block: title: 'ganeshvernekar.com: Prometheus TSDB (Part 1): The Head Block' description: '' year: '2020' stars: 0 ai_summary: The first entry of a detailed deep dive into Prometheus Time Series Database (TSDB) internals, focusing on the Head Block. It explains the mechanics of in-memory chunk allocation, active series data indexing, inverted index algorithms, and posting list lookups for instant query resolution. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - TSDB Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint: title: 'ganeshvernekar.com: Prometheus TSDB (Part 2): WAL and Checkpoint' description: '' year: '2020' stars: 0 ai_summary: Part two of the TSDB deep dive, detailing Write-Ahead Logging (WAL) and checkpointing operations. It outlines how Prometheus guarantees data persistence during system crashes by sequentially logging samples, and explains the checkpoint garbage collection strategy to optimize disk space. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - TSDB Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://garba.org/posts/2018/k8s_pod_lc: title: 'garba.org: Kubernetes Pod Life Cycle Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A technical breakdown of Pod lifecycle states, start probes, and termination parameters. Curator Insight notes its value in troubleshooting restart loops. Live Grounding underscores how pod lifecycles affect blue-green deployment strategies. language: English resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://garden.io: title: ==garden.io== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b health_score: 100.0 last_checked: 1779034313.690304 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md - docs/kubernetes-tools.md - docs/scaffolding.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:53.690304+02:00' https://garden.io/blog/performance-testing: title: 'garden.io: Performance testing on a microservice architecture' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b health_score: 100.0 last_checked: 1779030742.226792 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:22.226792+02:00' https://garden.io/blog/pulumi-vs-terraform: title: 'garden.io: Pulumi vs. Terraform: A comparison of Infrastructure as Code'' tools' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b health_score: 100.0 last_checked: 1779032152.927222 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/pulumi.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:52.927222+02:00' https://gateway-api.sigs.k8s.io: title: "gateway-api.sigs.k8s.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The main documentation site for the Gateway API. Serves as the ultimate authority on advanced routing concepts, conformance testing, and controller implementation guidelines. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Gateway API tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://gatling.io: title: gatling.io description: '' year: '2025' stars: 0 ai_summary: Gatling is a highly optimized, asynchronous load-testing framework designed for high-concurrency scenarios. Written in Scala and Java, it utilizes Netty and Akka actors under the hood to handle thousands of concurrent virtual users on a single host machine, avoiding the thread-per-user overhead common in legacy frameworks like JMeter. language: Scala resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Testing - Performance Testing - Gatling tags: - '[LEGACY]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://gatling.io/docs/current/extensions/jenkins_plugin: title: 'gatling.io: Jenkins plugin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gatling.io: Jenkins plugin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031231.488338 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:31.488338+02:00' https://gceasy.io: title: "gceasy.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An advanced JVM garbage collection log analyzer. Uses machine learning algorithms to evaluate GC pauses, throughput, and memory trends, delivering actionable tuning recommendations for JVM sizing and GC algorithms (G1GC, ZGC). language: None resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy: title: 'geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard' description: '' year: '2021' stars: 0 ai_summary: A configuration guide describing how to wrap the Kubernetes Dashboard and sensitive internal APIs with oauth2-proxy, enabling secure OIDC integrations and SSO workflows. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - OIDC - OAuth2 Proxy tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://geekflare.com/cybersecurity/kubernetes-security-scanner: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 7c78d01ca6176516ac5d47db06d80bb02515a64a39777d9675586dce927bddb6 health_score: 100.0 last_checked: 1779130495.013747 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.013747+02:00' https://geekflare.com/dev/generate-analyze-thread-dumps: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: e94cae84d9684c28631ab0a368831e265ef3e7ad817494c2e8d57ef32f72b58d health_score: 100.0 last_checked: 1779130495.021628 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.021628+02:00' https://geekflare.com/devops-tools: title: 'geekflare.com: devops-tools' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5bad1017b82ca8f4905682d3fd7d359c164410d661fd3c8ab5ddabfcd6bb93b8 health_score: 100.0 last_checked: 1779030730.283713 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:10.283713+02:00' https://geekflare.com/devops/config-management-tools: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 345a5f7af7ed72b6d7b31167bc131ea9bc92ac6436aae361d1bd7250165ed92d health_score: 100.0 last_checked: 1779130494.950848 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950848+02:00' https://geekflare.com/es/kubernetes-best-practices: title: 'geekflare.com: Diez mejores prácticas de Kubernetes para una mejor orquestación de contenedores' description: '' year: '2022' stars: 0 ai_summary: Spanish-language article outlining 10 pivotal Kubernetes best practices. Highlights infrastructure sizing, logging integration, namespace isolation, RBAC enforcement, and secure container image building. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://geekflare.com/generate-analyze-thread-dumps: title: "geekflare.com: What is Thread Dump and How to Analyze them? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 977bc922486c5fad3caf53da2155b1f4fbed9368b7e4608522c709aa6482e098 health_score: 100.0 last_checked: 1779033088.561662 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:28.561662+02:00' https://geekflare.com/gitops-introduction: title: 'geekflare.com: An Introduction to GitOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: bdb549c78df7f751ecf9679e7f326033e7947c2ffd1d56c4d6feb10b015a3bc5 health_score: 100.0 last_checked: 1779032797.85576 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:37.855760+02:00' https://geekflare.com/kubernetes-best-practices: title: 'geekflare.com: 10 Kubernetes Best Practices for Better Container Orchestration' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5d937313010eb7a1c1d38b2e9a2fbc0eb6f2b1b5fb8b45d41159303d18a4715c health_score: 100.0 last_checked: 1779032869.133868 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:49.133868+02:00' https://geekflare.com/topic/development: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 189548e9e2ca4c3b781685b97e4ded17ccbbbc1c57b3c87aa7fae3dabf00028b health_score: 100.0 last_checked: 1779130495.011066 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.011066+02:00' https://geeksarray.com/blog/microservice-architecture-pattern-for-architects: title: "geeksarray.com: Microservice Architecture Pattern for Architects \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Serves as a fundamental reference blueprint for systems architects designing microservices. Explains transaction boundaries, operational logging, API gateway proxies, database isolation, and service discovery mechanics. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Design Patterns - Reference Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://gendocu.com: title: '==gendocu.com: RPC API Developer Portal==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==gendocu.com: RPC API Developer Portal== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033162.48311 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:42.483110+02:00' https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm-444116a622be: title: 'gennyallcroft.medium.com: Understanding Kubernetes deployments with Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gennyallcroft.medium.com: Understanding Kubernetes deployments with Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032388.299036 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.299036+02:00' https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs: title: 'geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose' description: '' year: '2021' stars: 0 ai_summary: A practical tutorial for orchestrating RabbitMQ alongside Node.js microservices using Docker Compose. It outlines steps to build local development environments and configure basic exchange-bound AMQP workflows. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - Docker tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://geshan.com.np/blog/2021/12/docker-postgres: title: 'geshan.com.np: Postgres with Docker and Docker compose a step-by-step guide for beginners' description: '' year: '2021' stars: 0 ai_summary: A comprehensive walkthrough detail-oriented on deploying PostgreSQL databases in local Docker Compose stacks. It covers critical concepts like volume persistence to protect against data loss during restarts, environment variable configurations for authentication, and mapping local ports for external database client connections. This guide is ideal for developers seeking a reliable stateful environment for local application testing. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - PostgreSQL - Local Environments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://get-ytt.io: title: ytt description: '' year: '2022' stars: 4 ai_summary: A structured, command-line template engine designed to process YAML files as semantic AST objects rather than raw strings. Developed by VMware Carvel, ytt uses Python-like Starlark code to safely patch, template, and validate complex cloud-native resource manifests. language: Go resource_type: tool complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Advanced Templating tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://get.robin.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2072f3fb12a840fa649f14d4f73a99ef1c21617c0bff45e219d166575d7acbc6 health_score: 100.0 last_checked: 1779031782.366654 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.366654+02:00' https://getbetterdevops.io/build-docker-images-using-ansible-and-packer: title: 'getbetterdevops.io: Build Docker Images Using Ansible and Packer' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca health_score: 100.0 last_checked: 1779033069.812471 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:09.812471+02:00' https://getbetterdevops.io/k8s-ingress-with-letsencrypt: title: 'getbetterdevops.io: How to Secure K8S Nginx Ingress With Let’s Encrypt and'' Cert Manager' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca health_score: 100.0 last_checked: 1779029504.733992 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:44.733992+02:00' https://getbetterdevops.io/terraform-with-helm: title: "==getbetterdevops.io: How To Deploy Helm Charts With Terraform== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca health_score: 100.0 last_checked: 1779033803.692642 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:23.692642+02:00' https://getenroute.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus-tsdb-kubernetes-standalone-api-gateway: title: 'getenroute.io: TSDB, Prometheus, Grafana In Kubernetes: Tracing A Variable'' Across The OSS Monitoring Stack' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 94c0c28a11c8f9635991eb0fd8657952d4963db1c07d31c1f3c3bf0cfd648eec health_score: 100.0 last_checked: 1779030862.041447 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:22.041447+02:00' https://getenroute.io/docs/ingress-filter-legos-secure-microservices-apis-using-helm-envoy: title: "getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c5ccc18f113d30d1847ecda6920a8d44ade901e2c62e50be9452d1aacf9b0f55 health_score: 100.0 last_checked: 1779032340.614568 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:00.614568+02:00' https://getkuby.io: title: Kuby description: '' year: '2022' stars: 2 ai_summary: Kuby is a configuration and deployment wrapper tailored for Ruby on Rails applications running on Kubernetes. It abstracts the creation of complex Dockerfiles, Helm charts, and ingress resources into a single Ruby DSL, enabling Rails developers to deploy to cloud clusters without deep Kubernetes expertise. language: Ruby resource_type: Framework complexity: Medium is_microservice: false status: online addition_method: manual content_hash: bdb28ea6fe2cd3c84d685c317caa0e957868953d5cb11afb2f1f72c422eba6dc health_score: 100.0 last_checked: 1779032785.5861 needs_ai_refresh: true hierarchy: - Application Delivery - Frameworks - Ruby on Rails tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:25.586100+02:00' https://getmatter.app: title: Matter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e359d33722d3dd1e2437967e1f0b64b4a8a04cefd5ccea53e95794444ff2f070 health_score: 100.0 last_checked: 1779034139.888888 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/workfromhome.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:59.888888+02:00' https://getseabird.github.io: title: "getseabird.github.io \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: Seabird is a fast, responsive open-source desktop client built to manage Kubernetes clusters. It directly leverages active local kubeconfig configurations to deliver seamless, real-time visibility into pods, deployments, and cluster logs. language: Rust resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://gettopical.com/djangoframework: title: 'gettopical.com: Get Django Latest News' description: '' year: '2024' stars: 0 ai_summary: A curation platform consolidating latest releases, security advisories, ecosystem packages, and core codebase changes for Django. Vital resource for architects keeping up-to-date with security alerts and system patches. language: English resource_type: Aggregator complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Web Frameworks - Community News tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://gigaom.com/report/gigaom-radar-for-data-storage-for-kubernetes: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 099a11e0fa4edc386ccfbf1692aa13281cf29194dffe099fec88ccb809d86409 health_score: 100.0 last_checked: 1779033418.861868 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:58.861868+02:00' https://gijsreijn.medium.com/optimizing-your-dsc-v3-authoring-experience-in-vscode-bd8e90c52312: title: 'gijsreijn.medium.com: Optimizing Your DSC V3 Authoring Experience in VSCode' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gijsreijn.medium.com: Optimizing Your DSC V3 Authoring Experience in VSCode in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031455.374085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:15.374085+02:00' https://gist.github.com/CrookedNumber/8964442: title: Removing the last commit description: '' year: '2014' stars: 0 ai_summary: A practical troubleshooting guide mapping out strategies to revert or reset the latest Git commit. Explains the critical differences between `--soft`, `--mixed`, and `--hard` reset commands for local and remote recovery workflows. language: Bash resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 421ebc4795ba767c78a547cf843710529449385abc6eba1a4d6257e3ee633689 health_score: 100.0 last_checked: 1781735940.474408 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control Systems - Git Operations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.474408+02:00' https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4: title: 'GitHub Gist - Faheetah/Jenkinsfile.groovy: **Jenkinsfile idiosynchrasies'' with escaping and quotes**' description: '' year: '2020' stars: 0 ai_summary: A community-maintained troubleshooting list pointing out common escaping issues, quotation rules, and environmental string quirks in Groovy Jenkinsfiles. An essential helper to reference when debugging nested bash steps and complex shell variable interpolation. language: Groovy resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d15f636952706a95487d2517870101d3dbeeb1c5a26c2ddb23887fc2aaae6ba1 health_score: 100.0 last_checked: 1781735992.204629 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Pipeline as Code - Jenkinsfile Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:52.204629+02:00' https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597: title: 'gist.github.com: This snippet contains the steps to generate a terraform'' plan and post it as a comment of a pull request in Azure DevOps' description: '' year: '2023' stars: 3 ai_summary: A PowerShell-driven automation script that extracts Terraform plans and posts them directly as rich markdown comments in Azure DevOps Pull Requests. Live 2026 engineering audits show that while native extensions offer similar behaviors, custom gists are widely used to maintain clean PR review workflows. language: PowerShell resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2316308b32046c380b82bc6156ff3bd9c07602d4ddff771c48804f0093fe9373 health_score: 100.0 last_checked: 1781735879.559064 needs_ai_refresh: true hierarchy: - Cloud DevOps - Infrastructure as Code - Terraform Orchestration - Pull Request Feedback tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.559064+02:00' https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac: title: 'gist.github.com/JamesMGreene: A comparison of using `git flow` commands'' versus raw `git` commands' description: '' year: '2015' stars: 0 ai_summary: A detailed side-by-side terminal command comparison showing what the automated `git-flow` wrapper does under the hood versus raw Git commands. Essential for engineers who need to debug broken branch states or build custom CI/CD scripts without external dependencies. language: Bash resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a69ee091e4e7b0165da20cd1d7dda9729de3e1439528b87b5415ca5c62c41e27 health_score: 100.0 last_checked: 1781735940.550434 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.550434+02:00' https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb: title: 'gist.github.com: How to protect your ~/.kube/ configuration' description: '' year: '2020' stars: 0 ai_summary: Provides hardening steps for securing developer workstation `~/.kube/config` files. Details POSIX permissions adjustments, the usage of credential helpers, and avoiding static administrative token storage. language: Shell resource_type: tutorial complexity: Basic is_microservice: false status: online addition_method: manual content_hash: ddb7e934892c999e7ffb796047b2c07472eb4d4aad6e69dfa792fa7ac6b479ad health_score: 100.0 last_checked: 1781736026.121354 needs_ai_refresh: true hierarchy: - Kubernetes Security - Workstation Client Security - Kubeconfig Hardening tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.121354+02:00' https://gist.github.com/andykuszyk/a5ee80ae263e77f651bed878c1deb03b: title: 'gist.github.com: Creating and Publishing NuGet Packages' description: '' year: '2023' stars: 0 ai_summary: A concise, developer-centric guide mapping the CLI workflows required to construct and publish NuGet packages. Explores packing commands, validation, local server configuration, target registry configuration, and security practices for handling API keys. language: Shell resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6fe389c1d6ad96dfb6a95b68a102a39ec7e839fd7889d34d8b16afa0b76281b3 health_score: 100.0 last_checked: 1781735929.519659 needs_ai_refresh: true hierarchy: - Software Architecture & .NET Development - Package Management - Publishing Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:49.519659+02:00' https://gist.github.com/chadmcrowell/4d11b8a56aba3bdc32ea73c31104357b: title: 'gist.github.com/chadmcrowell: AKS w/Virtual Nodes (ACI)' description: '' year: '2021' stars: 0 ai_summary: A practical Gist code blueprint illustrating how to integrate AKS with Virtual Nodes backed by Azure Container Instances (ACI). Provides a dynamic model for running containerized burst workloads serverlessly without additional VM node provisioning. language: HCL resource_type: Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5c9ca00b5ec15ab39feea9a2b195978cdaf7fdd85663956840ecddb55896a84d health_score: 100.0 last_checked: 1781736233.346126 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Azure - AKS & OpenShift Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:53.346126+02:00' https://gist.github.com/chadmcrowell/f3fc3be2ca1fcb887034162c14d77e74: title: "gist.github.com: chadmcrowell/cidr.sh \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A portable Bash shell scripting library for programmatic calculation of CIDR blocks, host scopes, and netmask translations directly inside Linux terminal host environments. language: Shell resource_type: Script complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b8a6ead36971e59f17f178a130c8210c292c7cc4045b4686a8c1adac7d04b385 health_score: 100.0 last_checked: 1781736101.755792 needs_ai_refresh: true hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - Command-Line Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:41.755792+02:00' https://gist.github.com/djspiewak/9f2f91085607a4859a66: title: Git DMZ Flow description: '' year: '2015' stars: 0 ai_summary: The Git DMZ Flow introduces a specialized 'demilitarized zone' branch acting as a buffer between feature integrations and the protected production branch. Automated CI suites run validation tasks directly in this zone, completely preventing unstable changes from polluting main lines without relying on complex manual gates. language: Markdown resource_type: Specification complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2e3498fea77db97836c13fa928f3bfe82e28b0e25ee9ac5fda7c20baae2d7d12 health_score: 100.0 last_checked: 1781735940.249553 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.249553+02:00' https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6: title: With the Edge (Chromium) Tools for VS Code you can see the browser's Inspector and Dev Tools within VSCode, to debug your front-end code description: '' year: '2026' stars: 0 ai_summary: This reference Gist documents configurations and methods for integrating Edge browser tools and frontend debuggers directly inside the VS Code editor. It enables developers to debug application user interfaces, run JavaScript profiles, and inspect network requests without leaving their IDE. This configuration streamlines development workflows when creating microservice management dashboards. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 16e48cdd6ccc7b8bfc80e3ac1400ee6a8b793d27073b479472e2da8b6766f3a2 health_score: 100.0 last_checked: 1781736167.809265 needs_ai_refresh: true hierarchy: - Documentation - Developer Tooling - Web Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:47.809265+02:00' https://gist.github.com/jahe/59557d507f43574b0d96: title: 'github.com/jahe: Gradle Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A concise Gist tracking basic Gradle build files and target tasks. Curator Insight targets execution speeds and cache configurations. Live Grounding shows its persistent usefulness for modern Android build engineers. language: Groovy resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b015cca6c2311c725fd2f02acce80b86cc67a8369ecace1897851caebdf2894f health_score: 100.0 last_checked: 1781735890.046658 needs_ai_refresh: true hierarchy: - Software Development - Build Automation - Gradle tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.046658+02:00' https://gist.github.com/jiffle/499caa5f53ab8f90dc19a3040ee40f48: title: 'github.com/jiffle: Gradle Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A community collection of dependency blocks and plugin imports in Gradle. Curator Insight focuses on Gradle's compilation speeds. Live Grounding verifies its reliability when structuring multi-project builds. language: Groovy resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a99db13823be8fc8c5d2e0b91f1dcfe71ee444a758c03ab503a8d2cdfbf4f723 health_score: 100.0 last_checked: 1781735889.833354 needs_ai_refresh: true hierarchy: - Software Development - Build Automation - Gradle tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.833354+02:00' https://gist.github.com/jimangel/0014770713cdca8b363816930ef2520f: title: Kubernetes v1.16 API deprecation testing description: '' year: '2019' stars: 2 ai_summary: Curator Insight features a test script for identifying deprecated Kubernetes v1.16 APIs. Live engineering truth in 2026 finds this script outdated, though historically valuable for understanding the mechanics of migrating extensions/v1beta1 API resources. language: Shell resource_type: Code Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 176696de394292ad08398597cbc898063cbee52dca7d71b412e495dae21f40ca health_score: 100.0 last_checked: 1781736026.067956 needs_ai_refresh: true hierarchy: - Kubernetes Core - API Evolution - v1.16 tags: - '[LEGACY]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.067956+02:00' https://gist.github.com/leonardofed: title: A curated list of AWS resources to prepare for the AWS Certifications description: '' year: '2023' stars: 0 ai_summary: A comprehensive, community-maintained GitHub Gist featuring a structured registry of mock exams, official whitepapers, and cloud design cheatsheets. It provides a reliable directory for self-directed preparation across multiple AWS credentials. language: English resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b74f6418c0c8d80819b582478832f0d5a779994d4e06908a3d5537f0604e71e4 health_score: 100.0 last_checked: 1779033511.50311 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-training.md v2_locations: - aws-training.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:58:31.503110+02:00' https://gist.github.com/luisalfonsopreciado/40a0fc2319241d517832affdce2bc1ff: title: All you need to know to get started with the Kube Scheduler description: '' year: '2021' stars: 0 ai_summary: 'A structured developer reference summarizing primary Kube Scheduler mechanisms. - Explains configuring node affinity, taints, tolerations, and scheduling profile plugins. - Provides a robust cheat-sheet format for engineering custom resource schedules.' language: English resource_type: Gist complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 80420720cf80743f56bf140adbea55f27eb5ebc5b7fd5581705b907594eb304d health_score: 100.0 last_checked: 1781736221.40658 needs_ai_refresh: true hierarchy: - Scheduling & Orchestration - Scheduler Internals - Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:41.406580+02:00' https://gist.github.com/michaellihs/b08c89581ec597fa198cf74e2239f4a6: title: gist.github.com/michaellihs (jenkins pipeline) description: '' year: '2026' stars: 0 ai_summary: A highly functional GitHub Gist detailing declarative Jenkins pipeline syntaxes. Curator Insight focuses on automated container testing pipelines. Live Grounding proves declarative Groovy remains a massive infrastructure codebase across corporate IT. language: Groovy resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a184795ca7faa4c0935e9fae7f92967067784d6abdb872e1fcbce0d9bda81bd0 health_score: 100.0 last_checked: 1781735889.876395 needs_ai_refresh: true hierarchy: - Software Development - CI/CD Platforms - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.876395+02:00' https://gist.github.com/ninlil/affbf7514d4e74c7634e77f47e172236: title: Get applied and effective apiVersion from Kubernetes objects description: '' year: '2020' stars: 5 ai_summary: A highly specialized GitHub Gist that details mechanisms to query and extract both the applied and effective apiVersion from active Kubernetes objects. This tool is vital for API deprecation migrations and multi-version cluster upgrades where Helm or GitOps manifests diverge from runtime configurations. It leverages native kubectl Go templates and JSONPath filters to expose internal cluster metadata. language: Shell resource_type: Code Snippet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a7cd8e96934366d61ec170e8f15c9af7d6192aab855b41b5725d8a947b8bd72f health_score: 100.0 last_checked: 1781736221.395211 needs_ai_refresh: true hierarchy: - Automation - Debugging - API Objects tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:41.395211+02:00' https://gist.github.com/pierrejoubert73/902cc94d79424356a8d20be2b382e1ab: title: A collapsible section containing markdown description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 20da3c231860dadc82bf0d21d61d534de3dbc9b29ed9395555df0229ab321db2 health_score: 100.0 last_checked: 1779034235.595644 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.595644+02:00' https://gist.github.com/rafaeltuelho/111850b0db31106a4d12a186e1fbc53e: title: 'gist.github.com: Openshift cheat sheet 2' description: '' year: '2026' stars: 0 ai_summary: A curated GitHub Gist focusing on route creations and project management inside OpenShift. Curator Insight points to easy execution structures. Live Grounding highlights how engineers bypass standard dashboard overhead with direct Gist terminal blocks. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2cf3668a9f9c1d3ffc1f9befe08b95161b61906ed54f5f9f570ee471daeab59f health_score: 100.0 last_checked: 1781735889.957793 needs_ai_refresh: true hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.957793+02:00' https://gist.github.com/scottrigby/a1a42c3292ec7899837c578ffdaaf92a: title: "==gist.github.com: GitOps for Helm Users== \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A comprehensive developer-focused outline addressing the conceptual transition from manual Helm installations to fully automated Helm Controller reconciliations in Flux. Live Grounding emphasizes that treating Helm charts as declarative artifacts rather than CLI actions represents the core shift to reliable, self-healing application lifecycles inside modern Kubernetes clusters. language: Markdown resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 70662c02ec6dc587c19c3ccca97070bfd30c4899ae45af1b126d34f097779714 health_score: 100.0 last_checked: 1781735939.899532 needs_ai_refresh: true hierarchy: - Deployment & Orchestration - Package Management - Helm & Flux tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:59.899532+02:00' https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba: title: "Kubectl output options \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A curated technical guide detailing advanced kubectl formatting options. It covers jsonpath extractions, custom columns, and Go templating recipes. This cheat sheet is incredibly valuable for platform engineers querying complex cluster statuses directly from the command line. language: YAML resource_type: documentation complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: 4cac4c1c00efe6e4f1af0bfefc089b68c0ebdaa7fe67f5f2acc3438b9a72f0b9 health_score: 100.0 last_checked: 1781736180.841727 needs_ai_refresh: true hierarchy: - Cloud Native Operations - Kubernetes - CLI Operations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:43:00.841727+02:00' https://gist.github.com/starred: title: 'GH Gists: gist.new' description: '' year: '2026' stars: 0 ai_summary: An efficiency shortcut (`gist.new`) that directs users to GitHub's Gist creation environment. Allows developers to rapidly save, share, and audit isolated code configurations, terminal scripts, or stack traces without initializing full Git trees. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: adfd12210935ae3a03ac6da9ca56002bcc109bfd919109472df49d8574259ac8 health_score: 100.0 last_checked: 1779130494.957963 needs_ai_refresh: true hierarchy: - Developer Productivity - Utilities - GitHub Shortcuts tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:54.957963+02:00' https://gist.github.com/tmckayus/8e843f90c44ac841d0673434c7de0c6a: title: 'Overview: running crc on a remote server' description: '' year: '2020' stars: 0 ai_summary: An active community technical gist demonstrating how to configure and run CodeReady Containers (OpenShift Local) on a remote server. This workaround allows developers to bypass local RAM/CPU limitations by running the heavy single-node cluster on beefy headless remote servers while routing local CLI controls (`oc`, `kubectl`) over custom SSH tunnels and reverse proxies. language: Bash resource_type: Code Gist complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1260f68c3efaa0a4b2dde8e8d792deda6846d63b819cedd7c80ab7bf93b4b174 health_score: 100.0 last_checked: 1781736112.483095 needs_ai_refresh: true hierarchy: - Platforms - Local Development - Remote Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:52.483095+02:00' https://gist.github.com/tuannvm/4e1bcc993f683ee275ed36e67c30ac49: title: Helm Cheat Sheet description: '' year: '2026' stars: 0 ai_summary: A structured Helm v3 command reference detailing upgrade strategies, rollbacks, and values overrides. Curator Insight emphasizes its convenience in daily terminal routines. Live Grounding highlights Helm's absolute monopoly on application packaging in k8s. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7c2557d75d9fa8a4864ed14a0e7a418cda5010b79bd3dbdadf62fdee2a8e8b18 health_score: 100.0 last_checked: 1781735890.28759 needs_ai_refresh: true hierarchy: - Platform - Package Management - Helm tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.287590+02:00' https://gist.github.com/twasink/d52ef998b2a5b24cdfaa9e7358c5282f: title: "gist.github.com/twasink: Jenkins Image, using Docker-in-Docker \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: 'A technical Gist providing code to run a Jenkins container using Docker-in-Docker (DinD) architectures to build and test Docker images. *Curator Insight*: Docker in Docker configuration. *Live Grounding*: DinD is widely used, though Docker socket mounting is frequently preferred for security compliance in modern production environments.' language: English resource_type: Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ab9e90e1f91e043ed7f56f8a6c6f74b99d12c6cc11f343e90e10e96be5237689 health_score: 100.0 last_checked: 1781735991.713178 needs_ai_refresh: true hierarchy: - Infrastructure - Container Orchestration - Docker-in-Docker tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:51.713178+02:00' https://gist.github.com/xandout/8d24558c75c53f3cb8bf0a97ec25fcfc: title: Kubernetes DaemonSet that enables a direct shell on each Node using SSH to localhost description: '' year: '2018' stars: 3 ai_summary: Presents a functional DaemonSet template allowing administrators direct node shell access over SSH to localhost. Helpful for troubleshooting bare-metal or legacy infrastructure layers without traditional jump hosts. language: YAML resource_type: Gist complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 312826fd091242ee25765fcf2227585173b1e93b89ffc965db40b0fa4d8ccbc8 health_score: 100.0 last_checked: 1781736046.429361 needs_ai_refresh: true hierarchy: - Operations - Node Management - Troubleshooting tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.429361+02:00' https://gist.new: title: 'GH Gists: gist.new' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 643a92e8fd2d3b658307d610fe239d22a2fad32248152d4d27faf5b1e4af50a6 health_score: 100.0 last_checked: 1779031910.773375 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:50.773375+02:00' https://git-flow.readthedocs.io: title: git-flow.readthedocs.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7f77a0c43f6aa4744a89986dab181b8fc44fa87ab52bd9747e1491a188271414 health_score: 100.0 last_checked: 1779030683.17972 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:23.179720+02:00' https://git-flow.readthedocs.io/en/latest: title: git-flow.readthedocs.io description: '' year: '2012' stars: 0 ai_summary: Official reference documentation for the git-flow CLI extension, which wraps core Git commands to automate Vincent Driessen's branching model. It details low-level subcommands for features, releases, and hotfixes, making complex git operations more accessible from the command line. language: Markdown resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2012-06-01T00:00:00+02:00' https://git-scm.com: title: Git description: '- [git-scm.com/book](https://git-scm.com/book)' year: '2026' stars: 0 ai_summary: Central portal for Git version control, hosting official documentation, command-line references, binary releases, and the complete 'Pro Git' digital book addressing source control architectures. language: None resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://git-scm.com/book: title: git-scm.com/book description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 health_score: 100.0 last_checked: 1779029952.49264 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.492640+02:00' https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows: title: 'git-scm.com: Distributed Git - Distributed Workflows' description: "- [Distributed Git - Distributed Workflows - Integration-Manager Workflow](https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows#Integration-Manager-Workflow)\n \ - [Setup Git Integration Manager Workflow in Eclipse](https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow)" year: '2023' stars: 0 ai_summary: Explains decentralized collaboration topologies, emphasizing the Integration-Manager and Dictator-and-Lieutenants models. Details reference handling, repository permissions, and integration loops for scaling large distributed systems. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Branching Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows: title: 'git-scm.com: Git Branching - Branching Workflows' description: '' year: '2023' stars: 0 ai_summary: Official Git documentation reviewing fundamental branching workflows like long-running branches and topic branches. Discusses merging practices to guide engineering teams in choosing the right isolation strategy for their scale. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Branching Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://git-scm.com/book/en/v2/Git-Tools-Submodules: title: 'git-scm.com: Git Tools - Submodules' description: '' year: '2023' stars: 0 ai_summary: The official documentation reference on Git submodules, enabling external repositories to be embedded as sub-directories. Discusses reference synchronization, detached HEAD states in child submodules, and standard update patterns for mono-repo and library dependency workflows. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Advanced Git - Dependency Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://git-scm.com/docs: title: 'git-scm.com: Git reference' description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight: The canonical, official Git command-line reference. Live Grounding: Serves as the ultimate authority on version control algorithms, low-level plumbing commands, complex history manipulation (rebase, filter-repo), and internal cryptographic hashing structures (transitioning seamlessly from SHA-1 to SHA-256).' language: English resource_type: Official Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://git-secret.io: title: git-secret.io description: '' year: '2025' stars: 4 ai_summary: A bash-based tool for encrypting sensitive files inside Git repositories using GPG keys. It ensures configuration files containing private keys or credentials can be stored in public repos while remaining inaccessible to unauthorized eyes. language: Bash resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Developer Tooling - Git Secrets Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://gitea.com: title: Gitea description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ed5111f4bd46a493a59d0b262fc183a34884294db2d577e19d9f1652437140b8 health_score: 100.0 last_checked: 1779029174.71657 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.716570+02:00' https://gitexplorer.com: title: "gitexplorer.com: Git Command Explorer \U0001F31F\U0001F31F" description: '' year: '2025' stars: 4 ai_summary: 'Curator Insight: A highly dynamic conversational UI helper for constructing complex Git CLI command combinations. Live Grounding: Bridges the knowledge gap for operations teams by translating intuitive search intents (e.g., ''revert last commit'') into precise syntax structures with explanatory annotations.' language: JavaScript resource_type: Interactive Tool complexity: Beginner-Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://github.blog/2015-06-08-how-to-undo-almost-anything-with-git: title: 'github.blog: How to undo (almost) anything with Git' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7789f9e360dbb5bef61f7cd9d3b1cbe122ae55fe44873bdb35b5e40c2aa6360a health_score: 100.0 last_checked: 1779030655.527212 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:55.527212+02:00' https://github.blog/2019-01-07-create-pull-requests-in-vscode: title: "github.blog: VS Code: Now creating pull requests \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2296408ec5651c32903c13b3931524a84b30ba1e1d68eff3663843784cda724f health_score: 100.0 last_checked: 1779030116.277288 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:56.277288+02:00' https://github.blog/2019-08-08-github-actions-now-supports-ci-cd: title: GitHub Actions CI/CD description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2e8af113a5c3f0d6780e9927e581d942fecd05ba4bc467b958bd878829044a49 health_score: 100.0 last_checked: 1779031442.587766 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.587766+02:00' https://github.blog/2020-04-15-npm-has-joined-github: title: npm has joined GitHub description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 44a92650f43674ddffcf55235179b229a2a2612b616c6783c050e1be64eec9ce health_score: 100.0 last_checked: 1779033707.142818 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:47.142818+02:00' https://github.blog/2020-07-02-git-credential-manager-core-building-a-universal-authentication-experience: title: 'Git Credential Manager Core: Building a universal authentication experience' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8940a7e9391aef39ef5080dae9e6c62de15075b622dc738fd16506d6a635de76 health_score: 100.0 last_checked: 1779030023.377138 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:23.377138+02:00' https://github.blog/2020-07-02-how-we-launched-docs-github-com: title: 'github.blog: How we launched docs.github.com' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c89e59a578081c79cb471c0452a869e1fa7bac4905974f5c5b2ce0e60aae83aa health_score: 100.0 last_checked: 1779030865.472899 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:25.472899+02:00' https://github.blog/2020-07-27-highlights-from-git-2-28: title: 'github.blog: Highlights from Git 2.28' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b81fdfbc3391b4d3a4474849a27c03743c5256fd20c12081cac3e93305d5117a health_score: 100.0 last_checked: 1779029117.197562 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:17.197562+02:00' https://github.blog/2020-07-27-introducing-githubs-openapi-description: title: Introducing GitHub’s OpenAPI Description description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d5ecf22004b11d998cebb9f9edd92ca03bbddc3f789fce06c66dc095c45cbb21 health_score: 100.0 last_checked: 1779030976.3451 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:16.345100+02:00' https://github.blog/2020-07-30-token-authentication-requirements-for-api-and-git-operations: title: Token authentication requirements for API and Git operations description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 74d6716bdf3a1d79182fb12f7d7f1218daa43d2291849c646d8b625451f93d6f health_score: 100.0 last_checked: 1779031788.84586 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:48.845860+02:00' https://github.blog/2020-09-30-github-welcomes-the-openjdk-project: title: GitHub Welcomes the OpenJDK Project! description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c86508c4bd846fa4f20ff677c9c26c07f693a9bd5aac5514efbe9a23e58527f5 health_score: 100.0 last_checked: 1779032790.73674 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:30.736740+02:00' https://github.blog/2020-10-07-devops-definition: title: "github.blog: What is DevOps? 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docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:17.059653+02:00' https://github.blog/2020-12-15-token-authentication-requirements-for-git-operations: title: 'github.blog: Token authentication requirements for Git operations' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 71c160778d54e20e7c68c8b249b9c0991752f0322cfb5ccacafcc6333fcee6b9 health_score: 100.0 last_checked: 1779033762.021081 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:42.021081+02:00' https://github.blog/2020-12-17-commits-are-snapshots-not-diffs: title: 'github.blog: Commits are snapshots, not diffs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ba4d5cbfd50ef684e47ef9d304e7f6596ecb49a398801e9513863866cec62e1f health_score: 100.0 last_checked: 1779034232.867081 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:41.264350+02:00' https://github.blog/2020-12-21-get-up-to-speed-with-partial-clone-and-shallow-clone: title: 'github.blog: Get up to speed with partial clone and shallow clone' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2d6f29dbc0313a5558da7c6d3c941d1cb001766b07542a1c250d332ca93ef4c2 health_score: 100.0 last_checked: 1779034520.981583 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.981583+02:00' https://github.blog/2021-01-25-improving-how-we-deploy-github: title: 'github.blog: Improving how we deploy GitHub' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4dc289737d82b55d4c7083252b33ab86bb565782e8984c3785a6682c5123d913 health_score: 100.0 last_checked: 1779029641.297844 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:00.218490+02:00' https://github.blog/2021-11-30-5-devops-tips-to-speed-up-your-developer-workflow: title: "==github.blog: 5 DevOps tips to speed up your developer workflow== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b46b8e959b2ae74be38f255d2ae54eba0d63b92c3cce60893e03f04928b5ba2f health_score: 100.0 last_checked: 1779029378.717675 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:38.717675+02:00' https://github.blog/2021-12-06-safeguard-container-signing-capability-actions: title: '==github.blog: Safeguard your containers with new container signing capability'' in GitHub Actions (cosign)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e3fd644f5bb82e75aede4aa0099fcda5bcd0326f9a05401a6d98f09a477551d9 health_score: 100.0 last_checked: 1779033666.582025 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:06.582025+02:00' https://github.blog/2021-12-08-improving-github-code-search: title: 'github.blog: Improving GitHub code search' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2e15f621f41104721c6f983d4851449b0e833d2e5635997886cb6bd4e89c9169 health_score: 100.0 last_checked: 1779031543.641744 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.641744+02:00' https://github.blog/2021-12-16-5-automations-every-developer-should-be-running: title: 'github.blog: 5 automations every developer should be running' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 70d568ca40c53841aa0d44c00b2aa3669adfbd9d566e918578f35655ebc059fc health_score: 100.0 last_checked: 1779030869.127583 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:29.127583+02:00' https://github.blog/2021-12-17-getting-started-with-github-actions-just-got-easier: title: '==github.blog: Getting started with GitHub Actions just got easier!==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a643ef5fe8307e3ddb2042ab52646f59fa6270686748c5218b03b58c2807d3d9 health_score: 100.0 last_checked: 1779030347.41154 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:47.411540+02:00' https://github.blog/2022-01-31-dependency-graph-now-supports-github-actions: title: 'github.blog: Dependency graph now supports GitHub Actions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 01d44ec50cc738ff06bc3d66249ea5c7fb2e63d45c11386d0e7ac185e1de01d6 health_score: 100.0 last_checked: 1779032046.789025 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:06.789025+02:00' https://github.blog/2022-02-02-build-ci-cd-pipeline-github-actions-four-steps: title: '==github.blog: How to build a CI/CD pipeline with GitHub Actions in four'' simple steps==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 186e346fb4797f5d7adc8c49c5e9153020f9077af50e0154e29bf149659426f6 health_score: 100.0 last_checked: 1779033698.054854 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:38.054854+02:00' https://github.blog/2022-02-10-using-reusable-workflows-github-actions: title: 'github.blog: How to start using reusable workflows with GitHub Actions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fd6668ceabe42a9e1b965eb2711d7ffa08ced43ef0e02c51671e61ba7335e739 health_score: 100.0 last_checked: 1779032575.403001 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:55.403001+02:00' https://github.blog/2022-02-11-getting-started-with-project-planning-on-github: title: 'github.blog: Getting started with project planning on GitHub' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 414f8b0f731fef763b7ee7e8bde2a6a82855986ae8bf72c406c691051be9b1c3 health_score: 100.0 last_checked: 1779032220.371913 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:00.371913+02:00' https://github.blog/2022-02-14-include-diagrams-markdown-files-mermaid: title: 'github.blog: Include diagrams in your Markdown files with Mermaid' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 662fbfae2b6f65ae64b47ab13bd241841143df681eabd4d8a77bf944cf7089ef health_score: 100.0 last_checked: 1779031796.637182 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mkdocs.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.637182+02:00' https://github.blog/2022-04-07-git-credential-manager-authentication-for-everyone: title: 'github.blog: Git Credential Manager: authentication for everyone' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be7ed25812b1086968abb161668679e36784c0b94cafacdea1efd9f572afd8d4 health_score: 100.0 last_checked: 1779029473.326168 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:13.326168+02:00' https://github.blog/2022-06-21-github-copilot-is-generally-available-to-all-developers: title: GitHub Copilot is generally available to all developers description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54398bed288a44184533c1287909d6f6aa7ce21b7e9da0b80958e8e6c83e6cf0 health_score: 100.0 last_checked: 1779034485.594894 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:45.594894+02:00' https://github.blog/2022-06-29-improve-git-monorepo-performance-with-a-file-system-monitor: title: "github.blog: Improve Git monorepo performance with a file system monitor' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d62a6d148aeeb04bbb61196707b62269453d99a119655aaeade70b679f6667dc health_score: 100.0 last_checked: 1779032074.99454 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:34.994540+02:00' https://github.blog/2023-03-02-why-python-keeps-growing-explained: title: 'github.blog: Why Python keeps growing, explained' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a94834e0dd7d765be700a6fc0ccabb48e88ab8f90b4918ef9b7d64e32d9d54cc health_score: 100.0 last_checked: 1779030249.29332 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:09.293320+02:00' https://github.blog/2023-03-13-highlights-from-git-2-40: title: 'github.blog: Highlights from Git 2.40' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 09968be929f0d70baf674b9b24b0c2761976be101c6f901f9d1f68d164309894 health_score: 100.0 last_checked: 1779030683.743865 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:23.743865+02:00' https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience: title: 'github.blog: GitHub Copilot X: The AI-powered developer experience' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 61ebb16c01aedae9bdc62dc3e29a4d01eae64f0ecf3f14e79277884bf1cf6c40 health_score: 100.0 last_checked: 1779031465.658983 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:25.658983+02:00' https://github.blog/2023-06-02-applying-gitops-principles-to-your-operations: title: 'github.blog: Applying GitOps principles to your operations' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8a9804d9db5924c7e7cbd97e30ae27617322e28bd5fe3e698b3f3e435f0fe520 health_score: 100.0 last_checked: 1779032077.655014 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:37.655014+02:00' https://github.blog/ai-and-ml/github-copilot/building-a-general-purpose-accessibility-agent-and-what-we-learned-in-the-process: title: Building a general-purpose accessibility agent and what we learned in the process description: An engineering analysis of constructing general-purpose AI accessibility agents on GitHub. year: '2026' stars: 4 ai_summary: An architectural deep-dive into the development of an experimental general-purpose AI accessibility agent. It outlines engineering lessons in constructing multi-agent coordination flows, designing effective context windows, managing non-deterministic outputs, and leveraging retrieval structures to automatically audit and triage accessibility compliance issues in repositories. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: ccc346084c5698bd09d20ff35d6aac17b18d1f7aaecc1d35b8835bf1184eeef8 health_score: null last_checked: 1780352932.853276 needs_ai_refresh: false hierarchy: - AI - Agentic Workflows - Accessibility Triage Agents tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly regarded engineering write-up on agentic design patterns. The community praises the article for its honest technical takeaways regarding the challenges of using LLMs for deterministic accessibility compliance audits. social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-blocks-logo.png?fit=1920%2C1080 source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: ai-agents discovered_at: '2026-06-02T00:28:52.853276+02:00' https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli: title: Building an emoji list generator with the GitHub Copilot CLI description: Walkthrough on creating an emoji list generator during a developer stream using Copilot CLI. year: '2026' stars: 4 ai_summary: A technical walkthrough detailing how developers can utilize the GitHub Copilot CLI to orchestrate terminal-based helper scripts. Focuses on using natural language prompts within the terminal to automate shell tasks, such as generating structured markdown components. Serves as a practical guide for boosting developer loops and local workspace productivity through integrated terminal-native generative AI models. language: en resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 0b180a6fcba977907e78960b271664a0893a49718b1187c37aca2b059bb11f7a health_score: null last_checked: 1780352037.401385 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Assistants - GitHub Copilot CLI tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official GitHub blog showcasing standard terminal integrations of Copilot CLI. social_preview_url: https://github.blog/wp-content/uploads/2026/04/image-19.png?fit=2064%2C1076 source_provenance: X.com (GitHub) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401385+02:00' https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli: title: 'GitHub Copilot CLI for Beginners: Getting Started' description: '' year: '2026' stars: 0 ai_summary: Highlights setup and early integration techniques for GitHub Copilot CLI, translating natural language prompts into executable terminal and shell scripts. Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop review step for safety and correctness. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - CLI Tools tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ai.md - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-interactive-v-non-interactive-mode: title: 'GitHub Copilot CLI for Beginners: Interactive vs Non-interactive Mode' description: Explains the differences between interactive and non-interactive execution modes in GitHub Copilot CLI. year: '2026' stars: 4 ai_summary: This official GitHub Blog guide details the operational mechanics of GitHub Copilot CLI, focusing on the differences between interactive and non-interactive execution modes. It demonstrates how interactive mode leverages conversational interfaces to guide developers through complex shell commands, whereas non-interactive execution supports pipeline integrations and automated scripted workflows. The article serves as a key resource for developers looking to optimize terminal velocity and automate command generation safely. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: cd73d0bc830618149585c0aa117f31b8d1a06ddc05a514e938a538db1240bd32 health_score: null last_checked: 1780352003.689892 needs_ai_refresh: false hierarchy: - Developer Productivity - CLI Tools - Generative AI CLI tags: - '[GUIDE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vetted as a highly helpful official tutorial to boost command-line productivity using AI tools, easing shell automation for junior and senior engineers alike. social_preview_url: https://github.blog/wp-content/uploads/2026/04/Episode-2.png source_provenance: X.com (GitHub) suggested_new_category: '' discovered_at: '2026-06-02T00:13:23.689892+02:00' ? https://github.blog/ai-and-ml/github-copilot/github-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-enterprise-ai-coding-agents-for-the-third-year-in-a-row : title: GitHub recognized as a Leader in the Gartner Magic Quadrant for Enterprise AI Coding Agents for the third year in a row description: Gartner research evaluation results positioning GitHub as a leader in enterprise AI coding agents. year: '2026' stars: 4 ai_summary: Highlights GitHub's positioning as a market leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents. The report validates GitHub's platform-wide agentic integration strategy, which spans IDEs, CLIs, pull requests, and automated workflows, highlighting key technical advantages in multi-model flexibility, enterprise governance, and robust developer security controls. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: f4bae37306a8e225de192ee68413e2b405d1657997d4c41b04bcaf0c30e9130d health_score: null last_checked: 1780352932.853237 needs_ai_refresh: false hierarchy: - AI - Coding Agents - Enterprise Standards tags: - ENTERPRISE-STABLE - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Industry-standard recognition by Gartner, confirming GitHub Copilot's dominance and leading execution capability in the enterprise AI agent market. Welcomed as validation of multi-model and platform-wide agentic strategies. social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-copilot-logo.png source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: ai-coding-agents discovered_at: '2026-06-02T00:28:52.853237+02:00' https://github.blog/changelog/2020-05-11-github-cli-allows-you-to-close-reopen-and-add-metadata-to-issues-and-pull-requests: title: 'github.blog: GitHub CLI allows you to close, reopen, and add metadata to'' issues and pull requests' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1 health_score: 100.0 last_checked: 1779032288.317251 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:08.317251+02:00' https://github.blog/changelog/2020-05-26-mark-pull-requests-as-ready-for-review-review-and-merge-from-github-cli: title: 'github.blog: Mark pull requests as ready for review, view the diff, review,'' and merge from GitHub CLI' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e2c6e41d392b1233317c48c665c8a48dd4ddf33c4c441030cbd54d092bd31c50 health_score: 100.0 last_checked: 1779030827.463307 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:47.463307+02:00' https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories: title: 'github.blog: Set the default branch for newly-created repositories' description: '' year: '2020' stars: 0 ai_summary: Official announcement introducing user and organization-level customizable default branch names (moving from 'master' to 'main' configurations) for automated project setups. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - Repository Settings tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/changelog/2021-01-21-access-control-for-github-pages: title: Access control for GitHub Pages description: '' year: '2021' stars: 0 ai_summary: Release details for managing fine-grained access authentication layers on top of hosted GitHub Pages sites. Solves critical compliance requirements for enterprise teams wanting to utilize cost-effective static hosting pipelines for sensitive internal technical guides. language: English resource_type: Product Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - Static Site Generators - Access Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token: title: "github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Exposes crucial YAML syntax controls for configuring granular scopes on standard `GITHUB_TOKEN` values. Restricts security threat profiles by allowing administrators to configure strict read/write variables on repository sub-objects. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Security & Compliance - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling: title: 'github.blog: GitHub Actions: Ephemeral self-hosted runners & new webhooks for auto-scaling' description: '' year: '2021' stars: 0 ai_summary: Introduces ephemeral self-hosted runner modes and targeted autoscaling webhooks. Allows security engineers to provision one-time use, isolated container runtimes, neutralizing cross-job state corruption risk and persistence vulnerabilities. language: None resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Kubernetes & Containers - Self-Hosted Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering: title: 'github.blog: Improved pull request file filtering' description: '' year: '2021' stars: 0 ai_summary: Technical overview outlining GitHub's optimized UI-based code review filtering tools. Developers can filter file trees by file extension, ownership patterns, or deployment paths to accelerate review speed. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Code Review tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests: title: 'github.blog: Showing code scanning alerts on pull requests' description: '' year: '2021' stars: 0 ai_summary: Details how CodeQL scanning results are shown directly inside developer pull requests. Accelerates review loops by providing structural vulnerability diagnostics, taint flow graphs, and remediations directly inline during code reviews. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Static Analysis - Code Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions: title: 'github.blog: Container signing added to the Publish Docker Container workflow for GitHub Actions' description: '' year: '2021' stars: 0 ai_summary: Details the integration of Cosign container signing into the standard Publish Docker Container workflow. Enhances supply chain security by allowing users to verify container registry image authenticity before pulling runtime workloads. language: YAML resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Supply Chain Security - Container Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta: title: 'github.blog: Lists are now available as a public beta' description: '' year: '2021' stars: 0 ai_summary: Announcement detailing the release of GitHub Lists in public beta. Offers developers a structural interface to catalog, curate, and filter starred repositories into personalized collections, improving organization-level resource tracking and discovery capabilities. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platform - Collaboration Tools - Repository Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience: title: 'github.blog: GitHub Actions: Improvements to GitHub Actions starter experience' description: '' year: '2021' stars: 0 ai_summary: Technical release notes describing the overhauled GitHub Actions starter workflow interface. Highlights categorizations, dynamic template recommendations, and standardized baselines to accelerate developer deployment pipelines. language: YAML resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Onboarding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga: title: GitHub Copilot Now Explains Failed Actions Jobs (GA) description: '' year: '2025' stars: 0 ai_summary: General availability announcement detailing Copilot's integration into the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors, trace failures, and propose immediate pipeline repair steps. language: English resource_type: Announcement complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI & Platform Engineering - AI Assistants - Developer Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md - chatgpt.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://github.blog/changelog/2026-05-11-create-repositories-on-the-go-with-github-mobile: title: Create repositories on the go with GitHub Mobile - GitHub Changelog description: Official changelog post announcing repository creation capabilities directly within the GitHub Mobile app on iOS and Android. year: '2026' stars: 4 ai_summary: This update details the integration of native repository creation within the GitHub Mobile application. It permits developer operations on the move, allowing users to define repository visibility, name, and initial settings without requiring a desktop environment. This significantly lowers friction for initiating new cloud-based software projects directly from mobile devices. language: en resource_type: Changelog complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 23874707ac96fa816916be258c2888ba01f13d0b567b6d0321b7572ebea83dd8 health_score: null last_checked: 1780352571.556278 needs_ai_refresh: false hierarchy: - Software Development - Version Control - GitHub Ecosystem - Mobile Productivity tags: - '[ENTERPRISE-STABLE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: digital-money reputation_status: Vetted reputation_summary: Official update released by the GitHub product team, confirming stable cross-platform mobile functionality. social_preview_url: https://github.blog/wp-content/uploads/2026/05/17de4f2366d6c73a52d5ce6f126074642fafec86712adf41049da4dac605273a-2400x1260-1.jpeg source_provenance: X.com (GitHub) suggested_new_category: github-mobile discovered_at: '2026-06-02T00:22:51.556278+02:00' https://github.blog/changelog/2026-05-19-gemini-3-5-flash-is-generally-available-for-github-copilot: title: Gemini 3.5 Flash is Generally Available for GitHub Copilot description: GitHub announces the GA rollout of Google's Gemini 3.5 Flash on GitHub Copilot, bringing high-speed and cost-effective coding support to Copilot users across major IDEs. year: '2026' stars: 4 ai_summary: 'Curator Insight: The integration of flash-tier models into development cycles represents a strategic balance between execution speed and model capabilities. Live Grounding: GitHub''s May 2026 changelog announces the rollout of Gemini 3.5 Flash inside GitHub Copilot across major IDE environments. Developer Benefits: - Delivers high coding suggestions at reduced token cost and ultra-low latency. - Features strong performance in complex tool-calling and cache-efficient architectures. - Seamlessly fits into iterative, agentic code-generation cycles without hitting rate limits.' language: en resource_type: changelog complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: bf8f655ec67d799ad08bca9ad67d531381879ce0537d70d3846a55a09700a4ad health_score: null last_checked: 1780352168.173412 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Coding Assistants - GitHub Copilot - LLM Models tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly anticipated Copilot enhancement, providing significant performance increases, lower token costs, and high-speed execution loops for enterprise developers. social_preview_url: https://github.blog/wp-content/uploads/2026/05/593639239-00f2c626-52b4-432b-806a-0850d9c363af_57dcc0.png source_provenance: X.com (GitHub) suggested_new_category: '' discovered_at: '2026-06-02T00:16:08.173412+02:00' https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow: title: "github.blog: 5 DevOps tips to speed up your developer workflow \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Provides five ways to accelerate development using GitHub features. Focuses on reusable workflows, cloud-based development environments, automated dependency updates, and pull-request policies to improve code quality. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Experience - Git Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd: title: 'github.blog: 10 GitHub Actions resources to bookmark from the basics to CI/CD' description: '' year: '2022' stars: 0 ai_summary: A resource directory consolidating starter materials, syntax definitions, and workflow templates. Helps developers scale from basic task automations to enterprise-grade continuous deployment loops. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running: title: 'github.blog: 5 automations every developer should be running' description: '' year: '2022' stars: 0 ai_summary: Analyzes five vital day-to-day workflow automations. Emphasizes auto-tagging, stale issue processing, automatic assignee assignments, and card synchronization to maximize developer productivity and team collaboration. language: YAML resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platform - Automation - Developer Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/deployment-reliability-at-github: title: 'github.blog: Deployment reliability at GitHub' description: '' year: '2021' stars: 0 ai_summary: Architectural dive into safe release pipelines, progressive deployment rings, canary testing environments, and automated rollback triggers developed to maintain GitHub’s enterprise-level reliability. language: None resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Infrastructure Architecture - Continuous Delivery - Reliability tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/getting-started-with-project-planning-on-github: title: 'github.blog: Getting started with project planning on GitHub' description: '' year: '2021' stars: 0 ai_summary: Highlights the unified, spreadsheets-meets-kanban project planning toolset integrated directly inside GitHub's code host. Explores dynamic custom fields, custom board layouts, and high-level progress tracking designed to eliminate external project coordination platforms. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Project Management - Agile & Planning - GitHub Projects tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-git-and-github-in-vs-code: title: 'GitHub for Beginners: Getting started with Git and GitHub in VS Code' description: Discover how to use VS Code to interact with GitHub and maintain your projects. year: '2026' stars: 4 ai_summary: This beginner-focused guide walks developers through local version control setup using Visual Studio Code's native Git UI. It covers essential staging, committing, and branching commands, as well as pushing repositories directly to GitHub. It additionally highlights how the new GitHub MCP extension can be utilized to automate repository interactions through VS Code Copilot. language: en resource_type: guide complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: e984e489dc09dfc65ebd90e3c61428611b71234a3b0eac4dc02efec2d8ac12c9 health_score: null last_checked: 1780402331.955719 needs_ai_refresh: false hierarchy: - Developer Tools - Version Control - IDE Integration tags: - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: digital-money impact_score: 82 reputation_status: Vetted reputation_summary: Highly trusted, officially curated developer skills guide widely shared across development networks. social_preview_url: https://github.blog/wp-content/uploads/2026/05/GIT901_THUMB_GFB_A-1.png?fit=1280%2C720 source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: vs-code-tutorials discovered_at: '2026-06-02T14:12:11.955719+02:00' https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions: title: 'GitHub for Beginners: Getting Started with OSS Contributions' description: '' year: '2022' stars: 0 ai_summary: Practical handbook introducing developers to open-source software (OSS) contribution workflows on GitHub. Explains fork-and-pull-request models, issue triage, branch hygiene, and code review communication norms. language: None resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Git Repositories - GitHub - Open Source tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid: title: 'github.blog: Include diagrams in your Markdown files with Mermaid' description: '' year: '2022' stars: 0 ai_summary: Announcement of the native integration of Mermaid.js rendering directly inside GitHub repository Markdown parsers. Enables platform teams to compile architectures, flowcharts, and sequence diagrams programmatically using simple text syntax inside Git documentation files. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Documentation & Workflow - Writing Tools - Diagrams as Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mkdocs.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/developer-skills/github/using-reusable-workflows-github-actions: title: 'github.blog: How to start using reusable workflows with GitHub Actions' description: '' year: '2021' stars: 0 ai_summary: Exposes reusable workflow features in GitHub Actions, establishing DRY (Don't Repeat Yourself) design principles in CI/CD configuration. Documents how to securely reference uniform task templates across diverse corporate environments to enforce standardization and restrict modification vectors. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Reusable Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot: title: 'github.blog/developer-skills: 10 unexpected ways to use GitHub Copilot' description: '' year: '2023' stars: 0 ai_summary: Highlights non-traditional applications of GitHub Copilot, including automated test orchestration, translating deprecated structural syntax, and simplifying complex regular expressions. Useful for engineers attempting to extract maximum value from active AI subscriptions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Developer Productivity tags: - '[LEGACY]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api : title: 'github.blog: Learn about ghapi, a new third-party Python client for the GitHub API' description: '' year: '2020' stars: 0 ai_summary: Developer profile of ghapi, an open-source, lightweight Python client targeting the GitHub REST API. Dynamically updates with GitHub's OpenAPI specs to guarantee parity. language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - API Design - GitHub API - Python Clients tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/developer-skills/programming-languages-and-frameworks/why-python-keeps-growing-explained: title: 'github.blog: Why Python keeps growing, explained' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Details GitHub''s analysis of the global scale and persistent enterprise adoption of Python. Live Grounding: Identifies trends in cloud automation, microservice scripting, dynamic scaling, and deep data integration that drive global Python adoption.' language: Python resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - General Engineering - Ecosystem Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/engineering/how-we-launched-docs-github-com: title: 'github.blog: How we launched docs.github.com' description: '' year: '2020' stars: 0 ai_summary: Deep technical architectural overview tracing the migration of GitHub's official documentation pipeline to a modernized, dynamic platform built atop Node.js, Markdown pipelines, and rapid CDN delivery. language: JavaScript resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Documentation - GitHub Docs Architecture tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor: title: "github.blog: Improve Git monorepo performance with a file system monitor \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Addresses scaling challenges in large monorepos. Explains how Git uses FSMonitor (File System Monitor) integration to drastically reduce command response times for commands like `git status`. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Monorepos and Performance tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/engineering/improving-github-code-search: title: 'github.blog: Improving GitHub code search' description: '' year: '2021' stars: 0 ai_summary: Detailed technical architectural breakdown of GitHub's migration to 'Blackbird', a custom-built, high-performance search engine implemented in Rust. Synthesizes how the engineering team replaced standard Elasticsearch clusters to catalog over 15 billion lines of code, minimizing indexing lag and returning complex regular expression queries within milliseconds across multi-tenant shards. language: Rust resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Code Search - Elasticsearch Alternatives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/engineering/security-keys-supported-ssh-git-operations: title: "github.blog: Security keys are now supported for SSH Git operations \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Technical overview outlining GitHub's support for hardware-based FIDO2 security keys during SSH operations. Empowers enterprise security teams to enforce cryptographically secure local developer validations. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Platform Security - Authentication - SSH Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/engineering/ship-code-faster-safer-feature-flags: title: 'github.blog: How we ship code faster and safer with feature flags' description: '' year: '2021' stars: 0 ai_summary: An inside look at how GitHub manages feature flags at scale to run experiments and mitigate outages. Shows how they integrate internal pull request workflows directly with live production toggles to maintain a fast, safe delivery pipeline. language: Markdown resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Feature Management - Case Studies tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/engineering/use-github-actions-manage-docs: title: 'github.blog: How we use GitHub Actions to manage GitHub Docs' description: '' year: '2021' stars: 0 ai_summary: Architectural case study explaining how GitHub leverages parallelized workflows to deploy its documentation engine. Covers markdown linting, internal link verification, localization checks, and blue-green web server updates. language: JavaScript resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Testing Infrastructure - Documentation Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps: title: 'github.blog: How to build a CI/CD pipeline with GitHub Actions in four simple steps' description: '' year: '2021' stars: 0 ai_summary: An architectural step-by-step playbook designed to build production-ready CI/CD automation pipelines on GitHub. Explains runner orchestration, event triggers, sequential job scheduling, and YAML environment configurations to bootstrap secure build systems. language: YAML resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Automation Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/applying-gitops-principles-to-your-operations: title: 'github.blog: Applying GitOps principles to your operations' description: '' year: '2022' stars: 0 ai_summary: Presents GitHub's operational guidelines for implementing GitOps patterns at scale. Outlines secure repository structures, developer pull-request approval schemas, and automated audit structures for enterprise environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Enterprise Methodology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/devops-cloud-testing: title: 'github.blog: Testing cloud apps with GitHub Actions and cloud-native open source tools' description: '' year: '2021' stars: 0 ai_summary: Deconstructs advanced strategies for testing containerized cloud configurations. Analyzes the execution of automated infrastructure integration tests using local Kubernetes, short-lived cloud environments, and mock APIs directly from GitHub Actions runners. language: YAML resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Testing Infrastructure - Cloud Native Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/devops-definition: title: "github.blog: What is DevOps? A guide to common methods and misconceptions \U0001F31F" description: '' year: '2020' stars: 2 ai_summary: A baseline GitHub handbook defining core system release terminology. Discusses the transition to GitOps, continuous build validations, and post-deployment observability loops. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Fundamentals - Guide tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse: title: 'github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse' description: '' year: '2021' stars: 0 ai_summary: Analysis detailing how teams integrate StackPulse runbooks and GitHub Actions definitions to orchestrate continuous resilience, extending classic declarative GitOps practices to automated incident response. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - GitOps - Reliability-as-Code - GitHub Actions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage: title: 'github.blog: How to make DevOps your competitive advantage' description: '' year: '2020' stars: 1 ai_summary: Highlights strategic advantages realized by organizations building automated code assembly and validation workflows. Demonstrates how inner-source code bases accelerate release schedules. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Strategy - Enterprise Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/improving-how-we-deploy-github: title: 'github.blog: Improving how we deploy GitHub' description: '' year: '2021' stars: 0 ai_summary: Structural breakdown detailing internal architectural strategies utilized by GitHub engineers to deploy the global, high-availability web platform safely and with minimized downtime profiles. language: None resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Infrastructure Architecture - Continuous Delivery - GitHub Deployment tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem: title: 'github.blog: Solving the innersource discovery problem - Discoverability' description: '' year: '2021' stars: 0 ai_summary: Insights into mitigating duplicate development projects inside massive enterprises by adopting innersource frameworks. Leverages GitHub tags, topics, and custom platform discoverability catalogs. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Innersource - Collaboration - Discoverability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project: title: GitHub Welcomes the OpenJDK Project! description: '' year: '2020' stars: 0 ai_summary: An industry milestone announcement detailing the successful migration of the OpenJDK source code and development infrastructure to GitHub under Project Skara. This transition streamlined pull requests, code reviews, and developer collaboration models. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/news-insights/company-news/npm-has-joined-github: title: npm has joined GitHub description: '' year: '2020' stars: 0 ai_summary: Official announcement details the strategic acquisition of npm by GitHub, paving the way for integrated supply chain security, advanced registry caching, and unified CI/CD workflow security features. language: Markdown resource_type: News complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Package Management - Supply Chain Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/news-insights/company-news/still-a-developer-just-outside-our-latest-github-shop-collection-is-here: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: FILTERED addition_method: null content_hash: null health_score: null last_checked: 1780402331.9557 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} score: 25 discovered_at: '2026-06-02T14:12:11.955700+02:00' https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations: title: Token authentication requirements for API and Git operations description: '' year: '2020' stars: 0 ai_summary: Technical mandate detailing the deprecation of basic password auth for authenticated Git operations and REST API calls. Codifies the migration to Personal Access Tokens (PATs) and hardware keys. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - Platform Security - Authentication - Git Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' ? https://github.blog/news-insights/policy-news-and-insights/how-researchers-are-using-github-innovation-graph-data-to-reveal-the-digital-complexity-of-nations : title: How researchers are using GitHub Innovation Graph data to reveal the “digital complexity” of nations description: An interview showcasing how Open Source collaboration datasets can accurately model and forecast national GDP, inequality, and industrial emission trends. year: '2026' stars: 4 ai_summary: This policy and empirical study details how researchers leverage the GitHub Innovation Graph database to measure national 'digital complexity'. By correlating geographic open-source activity with macro-economic metrics, the researchers demonstrate a strong predictability index for GDP growth, wealth inequality, and emissions. The methodology showcases the utility of software collaboration repositories as real-time economic indicators. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: b4a6632232be995b5a3c88e139de492cbe337891b97a4d649b604e8b71b4b55f health_score: null last_checked: 1780352849.031743 needs_ai_refresh: false hierarchy: - DevOps - Version Control - GitHub Metrics - Economic Complexity tags: - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: digital-money reputation_status: Vetted reputation_summary: An insightful exploration of global software collaboration data modeled for macro-economic forecasting and policy development. social_preview_url: https://github.blog/wp-content/uploads/2025/01/innovation_graph_1.png?fit=2400%2C1260 source_provenance: X.com (GitHub) suggested_new_category: open-source-analytics discovered_at: '2026-06-02T00:27:29.031743+02:00' https://github.blog/news-insights/product-news/create-pull-requests-in-vscode: title: "github.blog: VS Code: Now creating pull requests \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: Highlights the native evolution of the GitHub Pull Requests and Issues extension, allowing developers to create, review, comment, and merge pull requests directly within the editor workspace to minimize context switching. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d0d2135a4b7b131934f4e39e18bbb5f6baeac7500646ec1c588f518abb90e621 health_score: 100.0 last_checked: 1779130495.000944 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Collaboration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.000944+02:00' https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions: title: 'github.blog: Dependency graph now supports GitHub Actions' description: '' year: '2022' stars: 0 ai_summary: Introduces dependency graph native tracking for GitHub Actions. Provides deep security oversight by indexing actions, workflows, and third-party task plugins, exposing vulnerabilities, and generating automatic Dependabot alert remedies across pipeline executions. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Supply Chain Security - Dependency Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/getting-started-with-github-actions-just-got-easier: title: 'github.blog: Getting started with GitHub Actions just got easier!' description: '' year: '2021' stars: 0 ai_summary: Highlights major improvements to the starter workflow experience. Features dynamic detection wizards that analyze repository codebases to recommend highly optimized, context-relevant pipeline templates. language: None resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Onboarding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd: title: GitHub Actions CI/CD description: '' year: '2026' stars: 0 ai_summary: The de facto standard enterprise platform for CI/CD, integrated natively directly within the GitHub ecosystem. Offering matrix builds, multi-platform environments, and an extensive repository of marketplace actions, it has redefined modern platform engineering. language: N/A resource_type: Platform complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - GitHub Ecosystem - GitHub Actions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions: title: 'github.blog: GitHub CLI 2.0 includes extensions!' description: '' year: '2021' stars: 0 ai_summary: Product release overview for GitHub CLI v2.0, describing the integration of customizable extension engines. Empowers DevOps platform teams to author, deploy, and execute bespoke commands natively via gh. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - CLI Utilities - GitHub CLI - Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/github-copilot-is-generally-available-to-all-developers: title: GitHub Copilot is generally available to all developers description: '' year: '2022' stars: 0 ai_summary: Announces the general availability (GA) release model of GitHub Copilot for all software developers. Discusses infrastructure scaling improvements, commercial licensing fees, and the introduction of free access paths for open-source maintainers. Marks the first mature milestone of commercial coding AI. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Ecosystem Launch tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-developer-experience: title: 'github.blog: GitHub Copilot X: The AI-powered developer experience' description: '' year: '2023' stars: 0 ai_summary: Launches GitHub Copilot X, integrating advanced conversational LLMs directly into pull requests, system terminals, and developer documentation frameworks. Highlights the transition from raw autocomplete tools to full conversational software lifecycle management. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Next-Gen Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/introducing-githubs-openapi-description: title: Introducing GitHub’s OpenAPI Description description: '' year: '2020' stars: 0 ai_summary: Announcement detailing the generation and open-sourcing of comprehensive OpenAPI (Swagger) specifications for GitHub's REST API, enabling automated SDK generation and typed API integration. language: JSON resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Platforms - API Design - GitHub API - OpenAPI Spec tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/news-insights/product-news/take-your-local-github-sessions-anywhere: title: Take your local GitHub sessions anywhere description: General availability of remote control and synchronization for GitHub Copilot sessions across devices. year: '2026' stars: 4 ai_summary: Announces the general availability of cross-device remote control sessions for GitHub Copilot. This architectural enhancement allows developers to securely synchronize active developer contexts and agentic execution states across CLI terminals, VS Code, and GitHub Mobile, allowing seamless transitions and on-the-go triage without resetting the agentic session history. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 89684169b919e1318a37aa9eca2d457c1cc2903e40712e66567a2730f14b46a4 health_score: null last_checked: 1780352932.853266 needs_ai_refresh: false hierarchy: - AI - Developer Experience - Copilot Workflow Synchronization tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: The GA release of remote control for Copilot sessions has been received enthusiastically by mobile-first developers and SREs, validating a seamless transition of agent states across CLI, VS Code, and mobile devices. social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-logo-stripe.png source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: ai-tools discovered_at: '2026-06-02T00:28:52.853266+02:00' https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli: title: 'github.blog: Work with GitHub Actions in your terminal with GitHub CLI' description: '' year: '2020' stars: 0 ai_summary: Details how to configure, execute, and inspect active GitHub Actions workflows directly from command-line terminals using GitHub CLI. Accelerates dev cycles by enabling remote run monitoring, real-time log streaming, and manual dispatch execution. language: Shell resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/open-source/building-githubs-next-chapter-in-accessibility: title: Building GitHub's next chapter in accessibility description: Explore our update on GitHub's accessibility strategy, and learn how you can join us in building a culture of accessibility. year: '2026' stars: 4 ai_summary: An analysis of GitHub's open-source accessibility roadmap, centering on automated testing tooling and industry frameworks. Key architectural implementations include an AI-powered accessibility scanner utilizing Deque's axe-core engine for static DOM inspections, alongside a modular plugin framework designed to catch reflow and color-contrast violations. The update also highlights the new GitHub Enterprise Accessibility Advisory Panel (GAAP) to align platform features with customer-driven accessibility standards. language: en resource_type: blog complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 820850a0849bf202e855b48da898b59c6370f680dc665cee04ddc5bfe6dbd4fa health_score: null last_checked: 1780402331.955733 needs_ai_refresh: false hierarchy: - DevOps - Compliance and Standards - Automated Testing tags: - '[GUIDE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-devops impact_score: 80 reputation_status: Vetted reputation_summary: Vetted corporate strategy update detailing engineering frameworks and plugins supporting global accessibility standards. social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-invertocat-logo.png?fit=1920%2C1080 source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: accessibility-engineering discovered_at: '2026-06-02T14:12:11.955733+02:00' https://github.blog/open-source/gaming/beyond-the-engine-10-open-source-projects-shaping-how-games-actually-get-made: title: 'Beyond the engine: 10 open source projects shaping how games actually get made' description: A curated collection of ten high-impact open source tools supporting creative game development workflows beyond traditional engines. year: '2026' stars: 4 ai_summary: A comprehensive compilation from the GitHub OSPO profiling key open-source utility projects that extend beyond standard game engines. The article highlights tools such as Blockbench, Pixelorama, and LDtk, which empower developers with structured asset, level, and audio processing. It serves as an excellent resource for software architects evaluating the robustness and license health of modern creative tooling. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 7446ffdaf0b07200e5dcf8a1334886dc5df96dbb2094f5cea99e9b071da99bf7 health_score: null last_checked: 1780352571.556344 needs_ai_refresh: false hierarchy: - Software Development - Open Source Software - Creative Tooling - Game Development Workflows tags: - '[GUIDE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: other-awesome-lists reputation_status: Vetted reputation_summary: Published by GitHub's official open-source program office, securing broad industry validation. social_preview_url: https://github.blog/wp-content/uploads/2026/05/639edd29983f2d6a8dcb40b053416b222505bf0835096dea18d4af01202d0646-2400x1260-1.png?fit=2400%2C1260 source_provenance: X.com (GitHub) suggested_new_category: open-source-tooling discovered_at: '2026-06-02T00:22:51.556344+02:00' https://github.blog/open-source/gaming/dungeons-desktops-10-roguelikes-that-never-die-because-their-communities-wont-let-them: title: 'Dungeons and Desktops: 10 Roguelikes That Never Die (Because Their Communities Won''t Let Them)' description: Explores how passionate open source communities maintain and evolve decades-old roguelike games. year: '2026' stars: 4 ai_summary: This GitHub Blog article analyzes the longevity of ten community-driven open-source roguelike games, demonstrating how decentralized developer networks maintain and evolve complex codebases over decades. It showcases the architectural impact of open-source collaboration, continuous fork mutations, and community-driven rewrites that preserve software usability without official enterprise backing. The study serves as a masterclass in community-centric software lifecycle resilience and open governance models. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 51335458e8440dd72da15e1d8a59f44e5d6a31606226c8017dabbbf816e14959 health_score: null last_checked: 1780352003.689843 needs_ai_refresh: false hierarchy: - Open Source Software - Community Curation - Long-term Maintenance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: A highly discussed blog post in the open-source community detailing how community dedication can ensure decades of software lifecycle continuity. social_preview_url: https://github.blog/wp-content/uploads/2026/05/583946322-6fc5b06b-fbfa-4b49-83b2-11b89e184c8e.gif source_provenance: X.com (GitHub) suggested_new_category: open-source-culture discovered_at: '2026-06-02T00:13:23.689843+02:00' https://github.blog/open-source/git/commits-are-snapshots-not-diffs: title: 'github.blog: Commits are snapshots, not diffs' description: '' year: '2020' stars: 5 ai_summary: A critical look at Git's internal object store, showing that Git stores commits as complete Directed Acyclic Graph (DAG) snapshots rather than delta changesets. Evaluates how content-addressable storage (SHA hashes), tree objects, and packfile compression optimize repository performance. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Internals tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone: title: 'github.blog: Get up to speed with partial clone and shallow clone' description: '' year: '2020' stars: 5 ai_summary: Explains how to optimize clone performance in extremely large codebases using partial clones (blobless and treeless) and shallow clones. Compares how these strategies reduce network payloads and local disk consumption, making them ideal for high-throughput CI/CD runtimes. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Monorepos and Performance tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/open-source/git/git-credential-manager-core-building-a-universal-authentication-experience: title: 'Git Credential Manager Core: Building a universal authentication experience' description: '' year: '2020' stars: 3 ai_summary: Explains the design philosophy and inner workings of Git Credential Manager Core. Discusses how it establishes a universal, unified authentication standard across Windows, macOS, and Linux, ensuring secure-by-default credential caching for enterprise environments. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Developer Tooling - Credential Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/open-source/git/highlights-from-git-2-28: title: 'github.blog: Highlights from Git 2.28' description: '' year: '2020' stars: 0 ai_summary: Review of the features introduced in Git 2.28, detailing the init.defaultBranch configuration options and internal hashing optimizations to support modern security workflows. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://github.blog/open-source/git/highlights-from-git-2-40: title: 'github.blog: Highlights from Git 2.40' description: '' year: '2023' stars: 0 ai_summary: Analyzes structural performance updates and feature introductions in Git 2.40. Highlights include rewrites of legacy helper scripts like 'git jump' and 'git add --interactive' into native C, improving cross-platform compatibility and system execution speed across massive scale enterprise mono-repos. language: English resource_type: Changelog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Platform Updates tags: - '[LEGACY]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://github.blog/open-source/git/how-to-undo-almost-anything-with-git: title: 'github.blog: How to undo (almost) anything with Git' description: '' year: '2021' stars: 0 ai_summary: Authoritative GitHub guide detailing tree restoration strategies. Employs git reflog, commit reverts, soft/hard resets, and stash management to repair repository configuration states. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors: title: 'github.blog: GitHub Actions update: Helping maintainers combat bad actors' description: '' year: '2021' stars: 0 ai_summary: Highlights GitHub security countermeasures designed to prevent cryptojacking and resource abuse in public actions. Documents the requirement for manual approval of workflows initiated by first-time external contributors. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Security & Compliance - Open Source Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone: title: 'github.blog: Git Credential Manager: authentication for everyone' description: '' year: '2022' stars: 0 ai_summary: Details structural security updates inside Git Credential Manager to address multi-factor authentication on GitHub and Azure DevOps. Explains background processes managing secure local keychain interactions to prevent token leakage. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Identity & Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free: title: 'GitHub Code Security Risk Assessment: Free Vulnerability Scanning' description: '' year: '2022' stars: 0 ai_summary: Guides users in configuring GitHub's integrated developer security capabilities to find vulnerabilities, scan code dependencies, and detect exposed tokens. Highlights configuring automated pipelines to safeguard repository secrets prior to creating deployment packages. Speeds up software supply-chain validation workflows. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - DevSecOps - Vulnerability Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions: title: 'github.blog: Implementing least privilege for secrets in GitHub Actions' description: '' year: '2021' stars: 0 ai_summary: Analyzes implementation strategies to enforce least privilege access inside GitHub Actions. Outlines configuration methods to isolate scope, manage token permissions, limit execution environments, and safeguard production secrets. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Security & Compliance - Secret Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/security/application-security/token-authentication-requirements-for-git-operations: title: 'github.blog: Token authentication requirements for Git operations' description: '' year: '2021' stars: 5 ai_summary: Details GitHub's transition away from legacy basic password authentication for Git operations. Highlights security compliance frameworks, token creation protocols (fine-grained vs. classic), SSH key strategies, and automated credential manager operations. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Security and Authentication tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/security/investigating-unauthorized-access-to-githubs-internal-repositories: title: 'Investigation update: GitHub Enterprise Server signing key rotation' description: Immediate-action security advisory requiring GitHub Enterprise Server customers to rotate signing keys. year: '2026' stars: 4 ai_summary: A critical security investigation update detailing GitHub's response to an intrusion involving the exfiltration of approximately 3,800 internal repositories via compromised VS Code extensions. It mandates immediate administrative action for GitHub Enterprise Server (GHES) customers to rotate GPG public keys to enable validation of subsequent official binary releases and cryptographic signing channels. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 395f8124ea7562606efc9e355e623e016df3f60cefd2413c6527c682da423cfd health_score: null last_checked: 1780352932.853257 needs_ai_refresh: false hierarchy: - Security - Incident Response - Key Management tags: - ENTERPRISE-STABLE - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: A critical security advisory that received intensive discussion across the industry. Highly praised for transparency and rapid mitigation steps (key rotations) despite the severity of the threat actor's compromise of internal assets. social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-security-logo-blocks-github.png source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: security-advisories discovered_at: '2026-06-02T00:28:52.853257+02:00' https://github.blog/security/raising-the-bar-quality-shared-responsibility-and-the-future-of-githubs-bug-bounty-program: title: 'Raising the bar: Quality, shared responsibility, and the future of GitHub''s bug bounty program' description: Updates to security submission criteria and boundaries within GitHub's official bug bounty program. year: '2026' stars: 4 ai_summary: Documents systemic updates to GitHub's bug bounty program designed to address the influx of low-impact, AI-generated vulnerability submissions. The updated policy enforces stricter criteria requiring validated proofs-of-concept (PoC), clarifies the security boundaries of shared platform responsibility, and refines the compensation structure for low-risk findings to ensure optimal engineering focus. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 30e4222268585f78c9b46ae26d309ec8a0339240efdd96bf4dfcb25b4cf0b246 health_score: null last_checked: 1780352932.853287 needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Application Security tags: - ENTERPRISE-STABLE - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: Widely discussed in the security research community. The update to bug bounty standards is viewed as a necessary filter to combat low-quality AI-generated vulnerability reports, establishing a mature standard for shared responsibility. social_preview_url: https://github.blog/wp-content/uploads/2021/06/GitHub-Bug-Bounty.png?fit=1498%2C826 source_provenance: RSS Feed (The GitHub Blog) suggested_new_category: security-programs discovered_at: '2026-06-02T00:28:52.853287+02:00' https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community: title: 'github.blog: GitHub brings supply chain security features to the Go community' description: '' year: '2021' stars: 0 ai_summary: Details deployment of automated dependency parsing, vulnerability detection databases (GitHub Advisory Database), and automated security pull requests (Dependabot) directly targeting the Go package ecosystem. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - DevSecOps - Supply Chain Security - Go Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions: title: 'github.blog: Safeguard your containers with new container signing capability in GitHub Actions (cosign)' description: '' year: '2022' stars: 5 ai_summary: Establishes secure container build pipelines by integrating Sigstore Cosign directly with GitHub Actions. It leverages GitHub's OIDC provider to eliminate static private keys, signing container images with ephemeral, keyless certificates. This infrastructure drastically reduces credential leakage vectors in automated build environments. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Supply Chain Security - Container Signing tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.com/01mf02/jaq: title: github.com/01mf02/jaq description: '' year: '2025' stars: 5 ai_summary: A modern clone of jq built in Rust, engineered for lightning-fast configuration query processing, enhanced compiler diagnostic outputs, and strict type safety across multi-gigabyte files. language: Rust resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dcb6f91a197fbba1d7e1e3fb9588479204a7e76aaf77204a2bead92e4d1bcc2c health_score: 100.0 last_checked: 1779031714.909582 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T17:53:58Z' gh_stars: 3642 is_special: true discovered_at: '2026-06-11T17:53:58Z' https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS: title: 'github.com/10tanmay100: MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS' description: '' year: '2023' stars: 1 ai_summary: A template project exploring end-to-end MLOps strategies for medical imaging classifications. Built to serve as a baseline architectural guide, it shows how to parse medical image sets, structure training scripts, and deploy models as queryable endpoints. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2e94c2348e441acc83427fb2e9498bf4f1113bf5b2c00425bf09ba4aff68b4f5 health_score: 100.0 last_checked: 1779034523.365067 needs_ai_refresh: true hierarchy: - MLOps - Medical Imaging - End-to-End Pipeline tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-01-24T19:56:16Z' gh_stars: 3 discovered_at: '2024-01-24T19:56:16Z' https://github.com/2-alchemists/krossboard: title: github.com/2-alchemists/krossboard-kubernetes-operator description: '' year: '2025' stars: 5 ai_summary: Krossboard provides multi-cluster aggregation of system footprints and utilization. Aimed at enterprise FinOps implementations, it normalizes resource tracking metrics across cloud distributions to generate structured usage metrics and consolidated billing trends. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: edb4abade49d7a4e31de4d1bcdab537ce9be0dfd0d2d7b190ecdb80d8fed4e40 health_score: 100.0 last_checked: 1779130494.985087 needs_ai_refresh: true hierarchy: - FinOps & Autoscaling - Multi-Cluster - Cost Tracking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-03-18T22:16:48Z' gh_stars: 63 discovered_at: '2025-03-18T22:16:48Z' https://github.com/2-alchemists/krossboard-kubernetes-operator: title: github.com/2-alchemists/krossboard-kubernetes-operator description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d8953edb5c5f078614b5e2dbab6d1f81af17261abbf9be8944a2fa05a907aff1 health_score: 100.0 last_checked: 1779032000.480208 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:20.480208+02:00' https://github.com/23andMe/Yamale: title: 23andMe/Yamale description: '' year: '2022' stars: 4 ai_summary: A schema validation tool written in Python. Yamale validates YAML files by checking them against defined schemas, making it easy to enforce structural constraints, verify data types, and run assertions in configuration testing pipelines. language: Python resource_type: library complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: 759ada515afe9cec0d0de1f3d40406fb231737a26ef29417a43c3a051de1beb8 health_score: 100.0 last_checked: 1779033759.623686 needs_ai_refresh: true hierarchy: - Configuration Management - YAML Syntax - Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T00:42:50Z' gh_stars: 765 is_special: true discovered_at: '2026-06-01T00:42:50Z' https://github.com/4ARMED/kubeletmein: title: 4ARMED/kubeletmein description: '' year: '2019' stars: 2 ai_summary: A technical auditing utility engineered to locate and read API client certificates directly from Kubelet configurations. It helps security teams check local permission scopes and recover access inside administrative bounds. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eae906d46887be6d1630783c8e818bf25903ee32cd3ea12c2c0d59823beea5aa health_score: 100.0 last_checked: 1779033782.483702 needs_ai_refresh: true hierarchy: - Security & Compliance - Credential Retrieval - Kubelet Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-11-28T11:49:34Z' gh_stars: 164 discovered_at: '2025-11-28T11:49:34Z' https://github.com/99designs/aws-vault: title: AWS Vault description: '' year: '2015' stars: 5 ai_summary: The industry-standard CLI utility for securely storing and accessing AWS credentials in local development workflows. It encrypts keys in OS keystores (like macOS Keychain or KWallet) and exposes temporary STS credentials via environment variables or metadata endpoints, preventing hardcoded local credentials exposure. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f3f2c0bfaf6e40a77f34461ee46e598fa99e3d56148b33a7a91e648e71e456c6 health_score: 100.0 last_checked: 1779031540.177448 needs_ai_refresh: true hierarchy: - Security & Identity - AWS IAM - Credential Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-30T11:28:54Z' gh_stars: 8978 discovered_at: '2025-12-30T11:28:54Z' https://github.com/ABZ-Aaron/CheatSheets: title: ABZ-Aaron/CheatSheets description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9b8591906e1ac1e076713178225d15e5ec3060470379e85c3857bea96519c68d health_score: 100.0 last_checked: 1779029356.960539 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:16.960539+02:00' https://github.com/ABZ-Aaron/cheat-sheets: title: "github.com/ABZ-Aaron: SQL Cheat Sheet \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: An intensive SQL compilation focusing on relational queries. Highlights transaction control, subqueries, complex JOIN strategies, CTEs, and window functions used across major RDBMS engines (PostgreSQL, MySQL, SQLite). language: SQL resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8d0afffe9c1ffe15b0ae1571eb1c822dfdc897120df6e63a6ae4fc0d9f8b3793 health_score: 100.0 last_checked: 1779130494.942105 needs_ai_refresh: true hierarchy: - Databases & Storage - Relational Databases - SQL tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 1714 gh_pushed: '2022-07-25T07:39:15Z' gh_license: N/A discovered_at: '2022-07-25T07:39:15Z' https://github.com/AICoE/OpenShiftKubeAudit: title: OpenShiftKubeAudit description: '' year: '2021' stars: 5 ai_summary: A compliance auditing utility designed specifically to scan Red Hat OpenShift architectures. It checks active security profiles, configurations, and SCCs (Security Context Constraints) to trace potential misconfigurations or vulnerabilities within enterprise installations. language: Python resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 049bcb40e2fdcc4b12363a9e2c1d22fd07ebe1827a39bad2abaebecfe19b71d5 health_score: 100.0 last_checked: 1779031669.972574 needs_ai_refresh: true hierarchy: - Networking & Security - Security Compliance - OpenShift Audit tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2020-09-16T17:31:26Z' gh_stars: 10 discovered_at: '2020-09-16T17:31:26Z' https://github.com/Abhisheksinha1506/Collection-of-Useful-Scripts: title: Abhisheksinhacoder/collection-of-useful-scripts description: '' year: '2024' stars: 0 ai_summary: A community-focused index containing multi-purpose system administration utilities and server configuration scripts, simplifying setup across Windows and Linux nodes. language: PowerShell resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: unreachable addition_method: manual content_hash: aa8107a38883d61b2607bf1f1de837a0e4562892dee326d221df15ca8522ca6e health_score: 100.0 last_checked: 1779130494.963687 needs_ai_refresh: true hierarchy: - Infrastructure Automation - Automation Workflows - DevOps Utilities - Multi-OS Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: N/A gh_stars: 0 gh_pushed: N/A discovered_at: '2026-05-18T20:54:54.963687+02:00' https://github.com/Abhisheksinhacoder/collection-of-useful-scripts: title: Abhisheksinhacoder/collection-of-useful-scripts description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 87c0ae37fa711f2ed8c0da30f5592a2bc3292aef4ff149f2c52a17acd0e27775 health_score: 100.0 last_checked: 1779033051.174457 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:51.174457+02:00' https://github.com/AbsaOSS/k8gb: title: K8GB - Kubernetes Global Balancer description: '' year: '2024' stars: 4 ai_summary: K8GB is a cloud-native, Kubernetes-native Global Server Load Balancing (GSLB) controller based on CoreDNS. Live Grounding indicates that K8GB is highly valued for coordinating traffic redirection across geographically distributed, multi-region clusters, enabling active-passive and active-active failover patterns without relying on proprietary hardware devices. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6ee86ccfb98715db228dbcbf1f93214c29e8d31b68e6edd32605743139e8f34b health_score: 100.0 last_checked: 1779031567.461336 needs_ai_refresh: true hierarchy: - Networking & Security - Kubernetes Networking - Global Load Balancing tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-20T09:06:45Z' gh_stars: 1 discovered_at: '2026-02-20T09:06:45Z' https://github.com/AdamRussak/k8f: title: github.com/AdamRussak/k8f description: '' year: '2026' stars: 1 ai_summary: K8f simplifies local microservice debugging by providing a graphical interface to manage multiple concurrent Kubernetes port-forward tunnels. It replaces manual, error-prone terminal execution with a clean dashboard for defining, starting, and monitoring local-to-remote cluster tunnels. This GUI wrapper is highly beneficial for developers managing complex, multi-service local mockups. language: Go resource_type: GUI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ea421b4a60048804e51f303d1517606e1be0ac8498182945c930c89a6a6a8dd1 health_score: 100.0 last_checked: 1779029341.280643 needs_ai_refresh: true hierarchy: - Operations - Port Forwarding - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-11-20T01:33:43Z' gh_stars: 41 discovered_at: '2025-11-20T01:33:43Z' https://github.com/AdminTurnedDevOps/CapabilityPE: title: github.com/AdminTurnedDevOps/CapabilityPE description: '' year: '2024' stars: 2 ai_summary: A research and practical taxonomy repository addressing DevOps platform engineering capability matrices. Assists engineering organizations in evaluating architecture, pipeline velocity, self-service portals, and cloud-native maturity tracks. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4aad8379ca2139f263bb12069572c8a54e05643a627e5e5b936ba2e8165603f8 health_score: 100.0 last_checked: 1779032252.309473 needs_ai_refresh: true hierarchy: - DevOps & Platform Engineering - Methodology & Culture - Platform Engineering Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} gh_stars: 75 gh_pushed: '2024-08-31T21:17:15Z' gh_license: N/A discovered_at: '2024-08-31T21:17:15Z' https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS: title: ==AdminTurnedDevOps/DevOps-The-Hard-Way-AWS== description: '' year: '2025' stars: 5 ai_summary: A comprehensive learning curriculum covering real-world cloud operations on AWS. Hands-on modules include terraforming network segments, setting up pipelines, security scanning, and establishing resilient monitoring. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5b135e139f5d280c6c397a0f9866cf148a23a268b94addc861f835f62e5eea43 health_score: 100.0 last_checked: 1779034309.635565 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - AWS Infrastructure - DevOps Guides tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-27T15:08:31Z' gh_stars: 2420 discovered_at: '2025-04-27T15:08:31Z' https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way: title: ==AdminTurnedDevOps/Terraform-The-Hard-Way== description: '' year: '2023' stars: 4 ai_summary: A comprehensive, hands-on repository designed to teach the inner workings of Terraform without automated abstractions. Explores fundamental concepts like local/remote state locking, provider initialization, manual dependency resolution, and deep CLI mechanics. Live grounding confirms this repository is a highly valued community-driven learning path for SREs requiring direct structural familiarity with IaC. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dc04c4b9b499a851a2bf7dff5411f9443613ba503e7be802fb9425ec196b36ed health_score: 100.0 last_checked: 1779030976.202077 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Deep Dive Tutorials tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-02-07T16:09:25Z' gh_stars: 342 discovered_at: '2022-02-07T16:09:25Z' https://github.com/AdminTurnedDevOps/kubernetes-examples: title: ==github.com/AdminTurnedDevOps/kubernetes-examples== description: '' year: '2022' stars: 0 ai_summary: A clean, community-curated collection of fundamental manifest configurations. Serves as a useful rapid-lookup repository containing validated yaml schemas for Deployments, ConfigMaps, Secrets, Ingress, and persistent volume abstractions. language: YAML resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d20430380daa96e24255979fb1f1dbf0cff3f81a45c8517972fc0d3f4efc9a6f health_score: 100.0 last_checked: 1779030327.314897 needs_ai_refresh: true hierarchy: - Core Orchestration - Workloads - Examples tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 755 gh_pushed: '2023-12-28T20:29:39Z' gh_license: N/A discovered_at: '2023-12-28T20:29:39Z' https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples: title: ==github.com/AdminTurnedDevOps/kubernetes-in-production-examples== description: '' year: '2022' stars: 0 ai_summary: Advanced enterprise-readiness blueprint repository. Highlights essential security context layers, proper resource constraint mechanisms (CPU/Memory requests and limits), NetworkPolicies, Horizontal Pod Autoscalers, and liveness/readiness probe best practices for production deployments. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d8aba7108a12ff8fc0ba7bbffa91fe3e354f142e92997be37c298f8822f4e8d3 health_score: 100.0 last_checked: 1779032935.076871 needs_ai_refresh: true hierarchy: - Infrastructure - Production Hardening - Examples tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 79 gh_pushed: '2024-11-20T19:18:24Z' gh_license: N/A discovered_at: '2024-11-20T19:18:24Z' https://github.com/Alishahryar1/free-claude-code: title: free-claude-code description: Use Claude Code CLI for free by routing Anthropic API calls through alternative backends like NVIDIA NIM and OpenRouter. year: '2026' stars: 4 ai_summary: This popular open-source local proxy intercepts Anthropic API calls initiated by the Claude Code CLI or VSCode extension and translates them dynamically for seventeen alternative LLM providers. Compatible with backends like NVIDIA NIM, OpenRouter, Google AI Studio, DeepSeek, and local runtimes (Ollama, LM Studio), it offers advanced per-model routing, native thinking-token parsing, and automated heuristic tool-call mapping. By caching and locally resolving trivial request categories, the tool achieves significant latency improvements and API credit savings. language: en resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: facf064e5a6f0fe3f44def005d75a2b9e8677a32da40959c409199bacad7d4d8 health_score: null last_checked: 1780352720.351714 needs_ai_refresh: false hierarchy: - AI - Developer Tools - Coding Assistants tags: - COMMUNITY-TOOL - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-06-01T00:18:04Z' gh_stars: 31585 reputation_status: Vetted reputation_summary: A highly trended community project praised by developers on Reddit and Medium for effectively bypassing paid API constraints without modifying clients. social_preview_url: https://opengraph.githubassets.com/711f9a1e4401665b4253b95bb2c443e9fab71e814cf7615e747da0341b5bdba6/Alishahryar1/free-claude-code source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-01T00:18:04Z' https://github.com/Altinity/clickhouse-operator: title: Altinity/clickhouse-operator description: '' year: '2024' stars: 5 ai_summary: The enterprise standard ClickHouse Operator developed by Altinity. Automates the deployment, provisioning, scaling, configuration, and monitoring of high-throughput columnar databases inside Kubernetes environments. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: aa4d5618134a3700c272479d18e8ede2d176e44612d1631798c657d7d27f29e2 health_score: 100.0 last_checked: 1779033716.222449 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Operators - ClickHouse tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T12:53:42Z' gh_stars: 2520 discovered_at: '2026-06-10T12:53:42Z' https://github.com/Andrew-Klaas/hashi-k8s-demo: title: 'github: Andrew-Klaas/hashi-k8s-demo' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8f237332fb5d778af01f7d425dac4763fd8fa5f67f4e167834d404adfee1338f health_score: 100.0 last_checked: 1779032380.874172 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.874172+02:00' https://github.com/Ankit404butfound/PyWhatKit: title: PyWhatKit description: '' year: '2024' stars: 5 ai_summary: 'Curator Insight: An automation tool built to aggregate and perform diverse routing actions across platforms. Live Grounding: Evaluates web stream automation, messaging integrations, graphical tasks, and simple script automation models.' language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d83b17b3032100a04036cdc4dad4f373c38221153b2dfab47ea5108cc4087bb9 health_score: 100.0 last_checked: 1779034156.117093 needs_ai_refresh: true hierarchy: - Software Engineering - Automation - Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-25T12:03:54Z' gh_stars: 1671 discovered_at: '2025-04-25T12:03:54Z' https://github.com/App-vNext/Polly: title: App-vNext/Polly description: '' year: '2026' stars: 5 ai_summary: The premier resilient fault-handling library for the .NET ecosystem. Enables developers to configure sophisticated reliability policies including Retry, Circuit Breaker, Timeout, Bulkhead Isolation, and Fallback, acting as the bedrock for stable microservices. language: C# resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2b6731da34685d4a6f009b01e8a9ca0c6c0364d71de54f8c0ae95fda389544bf health_score: 100.0 last_checked: 1779034447.411867 needs_ai_refresh: true hierarchy: - Software Architecture & .NET Development - Microservices - Resilience Patterns tags: - '[DE FACTO STANDARD]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-12T16:34:47Z' gh_stars: 14192 discovered_at: '2026-06-12T16:34:47Z' https://github.com/Asabeneh/30-Days-Of-Python: title: github.com/Asabeneh/30-Days-Of-Python description: '' year: '2020' stars: 0 ai_summary: Massive community structured learning resource outlining a day-by-day progression from Python fundamentals to advanced paradigms like functional programming, API development, and data analysis. language: Python resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c986f7f14a0f082a11c20fbdca1233ac30d32d075aae2fcad41fec5782b282db health_score: 100.0 last_checked: 1779031808.432173 needs_ai_refresh: true hierarchy: - Backend Development - Python Ecosystem - Tutorials tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_stars: 65301 gh_pushed: '2026-04-04T17:59:06Z' gh_license: N/A discovered_at: '2026-04-04T17:59:06Z' https://github.com/Azure-Samples: title: "github.com/Azure-Samples \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Central directory of Azure engineering samples. Provides production-ready templates, deployment scripts, and reference implementations spanning Serverless, Azure Kubernetes Service, container orchestration, and multi-tenant systems. language: None resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 15c350ff1d7b932c615aa31b87bd4d0fbd9a685ed294993081ccd97d60854ba6 health_score: 100.0 last_checked: 1779034031.271464 needs_ai_refresh: true hierarchy: - Cloud Platform - Microsoft Azure - Sample Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md - docs/demos.md v2_locations: - azure.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:07:11.271464+02:00' https://github.com/Azure-Samples/aks-platform-engineering: title: "==github.com/Azure-Samples/aks-platform-engineering Building a Platform Engineering Environment on Azure Kubernetes Service (AKS)== \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: The official Microsoft reference architecture for building enterprise platform engineering environments on AKS. Demonstrates internal developer platforms, cluster bootstrapping, policy control, and automated fleet management. language: HCL resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e290caeecc0ec4d48ce5c747b0be16885035d04e12018c7946ebb969eadd9348 health_score: 100.0 last_checked: 1779033785.298073 needs_ai_refresh: true hierarchy: - Platform Engineering - AKS - Reference Architecture tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-27T03:11:12Z' gh_stars: 155 discovered_at: '2025-11-27T03:11:12Z' https://github.com/Azure-Samples/api-management-workspaces-migration: title: 'github.com/Azure-Samples/api-management-workspaces-migration: Azure API'' Management workspaces migration tool' description: '' year: '2024' stars: 0 ai_summary: Official migration tool sample designed to transition traditional single-tenant Azure API Management APIs into modern, decentralized workspaces. Helps partition governance duties and resource isolation. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ad31f15aafe25fe3a3625ef314ae8b1101cbec6ad96624afee5bef617482eff1 health_score: 100.0 last_checked: 1779029802.310572 needs_ai_refresh: true hierarchy: - Network & Delivery - API Management - Workspace Migration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-10-29T22:05:04Z' gh_stars: 2 discovered_at: '2024-10-29T22:05:04Z' https://github.com/Azure-Samples/azure-ai-studio-secure-bicep: title: github.com/Azure-Samples/azure-ai-studio-secure-bicep description: '' year: '2024' stars: 2 ai_summary: Official Microsoft sample blueprint demonstrating deployment of a secure Azure AI Studio environment. Hardens connections utilizing private endpoints, key vaults, and managed virtual network isolations. language: Bicep resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 947774c1a3296b12810c1689c44b313c4c937deedf379b3ce96fd3e6e772e245 health_score: 100.0 last_checked: 1779032232.519719 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Secure Architecture - Enterprise AI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-12-12T07:26:59Z' gh_stars: 61 discovered_at: '2024-12-12T07:26:59Z' https://github.com/Azure-Samples/azure-ai-studio-secure-bicep/blob/main/bicep/managedvnet/README.md: title: Deploy Secure Azure AI Studio with a managed virtual network description: '' year: '2024' stars: 2 ai_summary: A step-by-step configuration manual for deploying Azure AI Studio with a platform-managed virtual network. Focuses on ingress/egress restriction policies, private link structures, and cognitive service security boundaries. language: Bicep resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e6ace3fb10dd8351341b1702c08c03cb8d3b7a2820787a9b4ccf23577b5a022f health_score: 100.0 last_checked: 1779032173.575196 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Secure Architecture - Network Isolation tags: - GUIDE - ENTERPRISE-STABLE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-12-12T07:26:59Z' gh_stars: 61 discovered_at: '2024-12-12T07:26:59Z' https://github.com/Azure-Samples/azure-load-testing-samples: title: "github.com/Azure-Samples/azure-load-testing-samples \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Official Microsoft repository containing sample configurations and automation scripts for Azure Load Testing. Promotes direct integration of high-scale performance testing pipelines within existing Git workflows. language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 4d366f048536c8dc91808d1ba5cff11e8c51e9025b86df90ef47222477520bed health_score: 100.0 last_checked: 1779033595.299595 needs_ai_refresh: true hierarchy: - Quality Assurance - Performance Testing - Azure Load Testing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-02T10:45:23Z' gh_stars: 27 discovered_at: '2025-05-02T10:45:23Z' https://github.com/Azure-Samples/azure-pipelines-remote-tasks: title: Azure-Samples/azure-pipelines-remote-tasks description: '' year: '2022' stars: 3 ai_summary: Demonstration framework and reusable templates for executing decentralized Azure Pipeline tasks against remote execution nodes, secure network environments, and custom virtualization fabrics. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: aafb1375352fb342645c3852cf7f5bf199576d875509ba65dfa97f0b3aa17101 health_score: 100.0 last_checked: 1779033084.975232 needs_ai_refresh: true hierarchy: - DevOps - CI-CD Pipelines - Azure Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-03-17T18:42:24Z' gh_stars: 3 discovered_at: '2022-03-17T18:42:24Z' https://github.com/Azure-Samples/azure-pipelines-variable-templates: title: Azure-Samples/azure-pipelines-variable-templates description: '' year: '2023' stars: 5 ai_summary: A foundational template architecture for Azure DevOps Pipelines. Standardizes the sharing, ingestion, and management of environment variables across distinct build, test, and release environments to dry up pipeline manifests. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4fec8df7d207b86515c89a0a28639fa31cee3ac283a6e55002aee7d75ad804c9 health_score: 100.0 last_checked: 1779030335.816155 needs_ai_refresh: true hierarchy: - DevOps - CI-CD Pipelines - Azure Pipelines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-05-10T15:29:19Z' gh_stars: 38 discovered_at: '2023-05-10T15:29:19Z' https://github.com/Azure-Samples/jenkins-terraform-azure-example: title: Azure-Samples/jenkins-terraform-azure-example description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4d571b8aff27f52aa1267a2b80906f49b41411094e54a7f25dc14f8e4777532f health_score: 100.0 last_checked: 1779030562.197652 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:09:22.197652+02:00' https://github.com/Azure-Samples/jmeter-aci-terraform: title: Azure-Samples/jmeter-aci-terraform description: '' year: '2024' stars: 5 ai_summary: IaC template leveraging Terraform to provision distributed Apache JMeter load testing engines within Azure Container Instances (ACI). Allows engineers to spin up high-throughput parallel load agents in serverless environments without cluster maintenance. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 800d61bd2ce20493e8d0269dff0af6c8f41f3049a4098f2e5d917a5c173ad6f3 health_score: 100.0 last_checked: 1779031467.298594 needs_ai_refresh: true hierarchy: - Testing - Load Testing - Azure Container Instances tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-01-20T13:09:32Z' gh_stars: 119 discovered_at: '2022-01-20T13:09:32Z' https://github.com/Azure/AZVerify: title: 'AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub'' Copilot' description: '' year: '2025' stars: 5 ai_summary: An innovative open-source tool bridging declarative Bicep files, live Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation processes during complex infrastructure-as-code planning. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7d3a5ea7a458f37a565607d0cec561eb105b8bb2d615b1f5e18e179f1464d393 health_score: 100.0 last_checked: 1779030232.569021 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Verification & AI - Copilot Verification tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md - docs/cloud-arch-diagrams.md - docs/iac.md v2_locations: - cloud-arch-diagrams.md - azure.md - iac.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-08T07:59:53Z' gh_stars: 95 discovered_at: '2026-04-08T07:59:53Z' https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update: title: 'github.com/Azure/Enterprise-Scale: ALZ AMA Update' description: '' year: '2024' stars: 5 ai_summary: Crucial update tracker for the Azure Landing Zones (ALZ) Enterprise-Scale repository. Outlines migration frameworks and monitoring recommendations as the platform deprecates legacy Log Analytics agents in favor of Azure Monitor Agent (AMA). A vital reference for maintaining compliant enterprise monitoring architecture. language: English resource_type: Documentation Wiki complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: eba1c3fa2e7b80515ace4c167c204bf04ee48d194b182e208834670a8ed4e8d2 health_score: 100.0 last_checked: 1779029805.444024 needs_ai_refresh: true hierarchy: - Governance & Management - Enterprise Governance - Landing Zones tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-05T01:53:47Z' gh_stars: 1942 discovered_at: '2026-06-05T01:53:47Z' https://github.com/Azure/Microsoft-Defender-for-Cloud/tree/main/Workbooks/Network%20Security%20Dashboard: title: github.com/Azure/Microsoft-Defender-for-Cloud description: '' year: '2024' stars: 4 ai_summary: The repository holding advanced dashboard resources and workbooks for Microsoft Defender for Cloud, featuring the Network Security Dashboard. Facilitates deep metric visualization across firewall configurations, NSGs, and public exposure endpoints. language: JSON resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ccdcdc2a7f2810083d2f29ed63a82ce251fe948b1b80125e1d3c5f142e1a8375 health_score: 100.0 last_checked: 1779033623.270304 needs_ai_refresh: true hierarchy: - Security & Identity - SecOps - Cloud Security Dashboard tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-19T11:15:53Z' gh_stars: 1913 discovered_at: '2026-03-19T11:15:53Z' https://github.com/Azure/aad-pod-identity: title: Azure/aad-pod-identity) description: '' year: '2024' stars: 1 ai_summary: Azure Active Directory Pod Identity (aad-pod-identity) was the original framework used to assign Azure AD identities to pods. Due to scaling limits and reliance on intercepting IMDS traffic (NMI daemonset), it has been completely deprecated and replaced by the highly-efficient, OIDC-based azure-workload-identity controller. language: Go resource_type: Controller complexity: High is_microservice: false status: online addition_method: manual content_hash: edc01ce59f7c0bf94b16c84ad96ac39c961bb50d67f2f20b9db2094a2c7db349 health_score: 100.0 last_checked: 1779030296.300983 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Workload Identity tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-10-02T20:34:21Z' gh_stars: 560 discovered_at: '2023-10-02T20:34:21Z' https://github.com/Azure/apiops: title: "github.com/Azure/apiops \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The official Azure APIOps repository implementing GitOps principles for Azure API Management (APIM). Enables organizations to automate the extraction, publishing, configuration control, and deployment of complex API configurations across development, staging, and production networks. language: English resource_type: Software Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 46badc24c36235586350555f18fbcb6c13ea0151a2d8d8f6eabf50d24674453c health_score: 100.0 last_checked: 1779030711.61451 needs_ai_refresh: true hierarchy: - Architecture & Microservices - Infrastructure as Code - API Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-05T19:33:52Z' gh_stars: 440 discovered_at: '2026-06-05T19:33:52Z' https://github.com/Azure/awesome-terraform: title: github.com/Azure/awesome-terraform description: '' year: '2025' stars: 2 ai_summary: A specialized community portal tracking curated structures, provider tricks, modules, and implementation patterns optimized for deploying Microsoft Azure topologies through Terraform configs. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 47de037d74508ffeff35cc3e7dbe16d5a2a89d23b693c44320002fcbeb8bb72e health_score: 100.0 last_checked: 1779032547.520686 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Curation - Azure Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-12-06T14:27:12Z' gh_stars: 176 discovered_at: '2023-12-06T14:27:12Z' https://github.com/Azure/azqr: title: ==github.com/Azure/azqr== description: '' year: '2026' stars: 3 ai_summary: A command-line utility designed to scan Azure resource groups or subscriptions and quickly generate a compliance and recommendation report based on Well-Architected Framework benchmarks. Highly effective for rapid technical audits, finding configuration drifts, and securing container and PaaS architectures. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eec981d261de36284684dd79e5dc2ae5bd169da3d34ab0fa035cedf7f4621f28 health_score: 100.0 last_checked: 1779034487.410048 needs_ai_refresh: true hierarchy: - Cloud Architecture - Assessments - Command-Line Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T18:04:26Z' gh_stars: 774 discovered_at: '2026-06-11T18:04:26Z' https://github.com/Azure/aztfexport: title: github.com/Azure/aztfexport description: '' year: '2024' stars: 5 ai_summary: The repository page for Microsoft's Azure Export for Terraform (`aztfexport`). This specialized utility automatically crawls existing Azure infrastructure, converts physical setups into clean Terraform configurations, and constructs correct state files. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ca20491061cf89aaeec6ee4cc7ce0b3349bf97d14729e7f806e3f77dfb4faed9 health_score: 100.0 last_checked: 1779032245.471128 needs_ai_refresh: true hierarchy: - Azure - IaC - Migration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-04-02T01:25:07Z' gh_stars: 1894 discovered_at: '2026-04-02T01:25:07Z' https://github.com/Azure/azure-workload-identity: title: ==Azure/azure-workload-identity== description: '' year: '2026' stars: 5 ai_summary: Azure Workload Identity is the modern, enterprise-standard mechanism for mapping Kubernetes Service Accounts to Azure Active Directory (Microsoft Entra ID) managed identities. Utilizing OIDC federation, it eliminates the need for storing cloud credentials in Kubernetes secrets. It has fully replaced the deprecated aad-pod-identity architecture. language: Go resource_type: Controller complexity: High is_microservice: false status: online addition_method: manual content_hash: f9ae7f9c64d169501d8263fbfa2d2c90f7f9d61bdaab5c8f5f0177821d38f31b health_score: 100.0 last_checked: 1779029056.86579 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Workload Identity tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T08:56:44Z' gh_stars: 333 discovered_at: '2026-06-14T08:56:44Z' https://github.com/Azure/bicep: title: Bicep description: '' year: '2026' stars: 5 ai_summary: The premier declarative DSL for provisioning Azure resources. Bicep simplifies the authoring experience over raw JSON ARM templates, featuring modular design structures and native validation checks. language: Bicep resource_type: GitHub Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 601d402db51cf2f0b0cee1639115ebec316952db34c4b935766e2a0c0ee42551 health_score: 100.0 last_checked: 1779030574.735186 needs_ai_refresh: true hierarchy: - Infrastructure Automation - Infrastructure as Code - Azure Bicep - Declarative Deployments tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T06:10:26Z' gh_stars: 3605 discovered_at: '2026-06-14T06:10:26Z' https://github.com/Azure/draft: title: "==Azure/Draft== \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Azure Draft simplifies early-stage developer onboarding onto Kubernetes. By scanning source code directories, it automatically generates containerization assets including Dockerfiles, Kubernetes manifests, Helm charts, and deployment workflows. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 04208dc2e1adbf073057b0550c0d1486f8120c9975bfc21605c95524c8d41487 health_score: 100.0 last_checked: 1779033675.391158 needs_ai_refresh: true hierarchy: - Developer Experience - Inner Loop Development - Local Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - scaffolding.md - demos.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T12:56:27Z' gh_stars: 642 discovered_at: '2026-06-11T12:56:27Z' https://github.com/Azure/eraser: title: "github.com/Azure/eraser \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a1a6600368e555c105d9d46dd0d438b6595a757d25d27ec69630bf97dcb08656 health_score: 100.0 last_checked: 1779029631.708649 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.708649+02:00' https://github.com/Azure/migration: title: 'github.com/Azure/migration: The Migration Execution Guide.' description: '' year: '2024' stars: 5 ai_summary: Official Azure Migration Execution Guide repository. Houses comprehensive scripts, framework matrices, and programmatic guidance blueprints to safely move enterprise database, compute, and networking footprints from on-premises hosts into Microsoft Azure. language: English resource_type: Migration Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6109bf4073d73b6e6dc502e4bf1a1d80da6e7d414082571af7ddcbac7fc79ba1 health_score: 100.0 last_checked: 1779031266.850218 needs_ai_refresh: true hierarchy: - Architecture & Microservices - Migration Guides - Enterprise Migration tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-06-05T21:56:49Z' gh_stars: 192 discovered_at: '2025-06-05T21:56:49Z' https://github.com/Azure/placement-policy-scheduler-plugins: title: Azure/placement-policy-scheduler-plugins description: '' year: '2024' stars: 3 ai_summary: This repository contains custom scheduling plugins for the Kubernetes default scheduler, built by Azure. They implement advanced scheduling topologies like strict fault-domain placement, proximity-based scheduling, and specialized multi-tenant constraints, providing deep scheduling control for hyperscale enterprise architectures. language: Go resource_type: Scheduler Plugin complexity: High is_microservice: false status: online addition_method: manual content_hash: 1830b601d7f3180d171323be6ea71fc88c0faff72667107788f8afa7519a7c64 health_score: 100.0 last_checked: 1779031113.908247 needs_ai_refresh: true hierarchy: - Scheduling - Scheduler Plugins - Enterprise Topology tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-12-18T23:04:45Z' gh_stars: 55 discovered_at: '2023-12-18T23:04:45Z' https://github.com/Azure/terraform-azurerm-aks: title: github.com/Azure/terraform-azurerm-aks description: '' year: '2024' stars: 3 ai_summary: The official, production-ready Microsoft Azure RM module to deploy and configure Azure Kubernetes Service (AKS) clusters. Implements best practices for network profiles, identity, node pools, and integration with Azure Monitor. language: HCL resource_type: Module complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a6f68d5b92397048efcf2a249ce3365ba93251f5f4c401b9f0c1ebb2ec07e1ff health_score: 100.0 last_checked: 1779029129.223513 needs_ai_refresh: true hierarchy: - Orchestration - AKS - Terraform Modules tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-18T01:11:33Z' gh_stars: 388 discovered_at: '2026-05-18T01:11:33Z' https://github.com/Azure/terraform-azurerm-caf-enterprise-scale: title: ==github.com/Azure/terraform-azurerm-caf-enterprise-scale== description: '' year: '2024' stars: 4 ai_summary: The legacy enterprise scale module (CAF) for managing cloud landscapes. While a dominant historical template, engineering teams are transitioning toward Azure Verified Modules (AVM) for modern landing zones. language: HCL resource_type: Module complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0913e8e34d273ede86a063a1ee5114cf344f5e3a7b8b2c44e8b8fa033b5d49e3 health_score: 100.0 last_checked: 1779034423.271366 needs_ai_refresh: true hierarchy: - Azure - Landing Zone - Enterprise Design tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-27T08:46:55Z' gh_stars: 961 discovered_at: '2026-04-27T08:46:55Z' https://github.com/Azure/vscode-kubernetes-tools: title: "Azure/vscode-kubernetes-tools \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0a5b075a67049f3eb6a0f154d9bd912e13629f7c050b4142486d4fc02637cc49 health_score: 100.0 last_checked: 1779032922.934957 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.934957+02:00' https://github.com/BBVA/sqerzo: title: 'SQErzo: Tiny ORM for Graph databases' description: '' year: '2021' stars: 5 ai_summary: An experimental, lightweight ORM library for Graph databases developed by BBVA. While highly interesting for research, it exhibits low active maintenance and is kept primarily as an architectural design reference. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 64baa1326ca8337ca2bb271f94bf6810538aef205d5bdcbbbf7b8ff0f911b5ea health_score: 100.0 last_checked: 1779030862.142436 needs_ai_refresh: true hierarchy: - Databases - Graph Databases - ORM tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-02-25T11:00:33Z' gh_stars: 35 discovered_at: '2021-02-25T11:00:33Z' https://github.com/BMW-InnovationLab: title: BMW InnovationLab description: '' year: '2026' stars: 3 ai_summary: The GitHub organization hosting open-source tools, scripts, and algorithms developed by BMW's InnovationLab team. These projects focus on supply chain optimizations, computer vision algorithms, and robotic tooling modules. language: Various resource_type: Software Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4c228cb9657c35322bd8c63ab62dcff84c25fc7771cde0f833fe7f9f37db04d4 health_score: 100.0 last_checked: 1779031448.904358 needs_ai_refresh: true hierarchy: - Domain APIs - Automotive - Open Source Labs tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/customer.md - docs/developerportals.md v2_locations: - developerportals.md - customer.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:24:08.904358+02:00' https://github.com/Banno/asdf-kubectl: title: asdf-kubectl description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 229d1f654930633d9c1cc0c2d5f1245dd8b83f500aa279f430337cf9c2add90b health_score: 100.0 last_checked: 1779029121.406804 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:21.406804+02:00' https://github.com/Berops/claudie: title: ==github.com/Berops/claudie== description: '' year: '2026' stars: 3 ai_summary: Claudie is an innovative multi-cloud Kubernetes cluster provisioner that enables users to create highly secure, hybrid-infrastructure clusters across different cloud providers. By abstracting provider APIs, it treats raw machines from AWS, Azure, and bare-metal pools as unified node pools under a single control plane. It is highly valued by systems architects seeking to avoid cloud vendor lock-in. language: Go resource_type: Infrastructure Provisioner complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e03aa101f383f4ee0aa811cbe5bb6b76c5622e9ab7997e8792f6429d80a47ef8 health_score: 100.0 last_checked: 1779034479.81302 needs_ai_refresh: true hierarchy: - Infrastructure - Multi-Cloud Provisioning - Cluster Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:41:12Z' gh_stars: 782 discovered_at: '2026-06-12T09:41:12Z' https://github.com/BishopFox/iam-vulnerable: title: BishopFox/iam-vulnerable description: '' year: '2022' stars: 3 ai_summary: A crucial hands-on sandbox repository that deploys a library of intentionally weak and misconfigured AWS IAM privilege escalation paths using Terraform. Ideal for security engineers looking to safely simulate and audit IAM security posture. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b1d53d9d8257f5bcf42bf36e30d6d575bf1ebe708325fea8dc26d8fb9b687d52 health_score: 100.0 last_checked: 1779032802.502713 needs_ai_refresh: true hierarchy: - Security & Compliance - Cloud Security Assessments - AWS IAM Exploits tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-12T15:38:01Z' gh_stars: 573 discovered_at: '2026-03-12T15:38:01Z' https://github.com/BrandonPotter/kubergui: title: "kubergui: Kubernetes Deployment Builder\U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A desktop-based frontend wrapper built to structure Kubernetes deployment configurations visually. Helps teams orchestrate manifests and inspect target definitions without writing raw yaml parameters. language: JavaScript resource_type: Desktop App complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 176e005c10ab716b81604d76e3797be106b455770ebebeccae4d4066d1f131aa health_score: 100.0 last_checked: 1779033213.609122 needs_ai_refresh: true hierarchy: - Developer Experience - Configuration Management - Visual Generators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2019-11-08T20:04:38Z' gh_stars: 91 discovered_at: '2019-11-08T20:04:38Z' https://github.com/BrianCollet/onboard-automator: title: github.com/BrianCollet/onboard-automator description: '' year: '2023' stars: 0 ai_summary: Automated pipeline logic designed to simplify employee lifecycle events, managing identity provisioning, security group access control, and user workspaces across Entra ID environments. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 544581c59ac7ed65cc68114d8bcd2c946fd9dd16f5c89f773f53b6af0ad541d0 health_score: 100.0 last_checked: 1779034531.461024 needs_ai_refresh: true hierarchy: - Cloud Platform - Automation - User Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 11 gh_pushed: '2024-01-19T03:17:22Z' gh_license: N/A discovered_at: '2024-01-19T03:17:22Z' https://github.com/BurntSushi/xsv: title: xsv description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1fdaff9803f9a63181d6f2c75a0e07c6698ac6bd523188d1d5911665f73e7511 health_score: 100.0 last_checked: 1779032039.60659 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: Unlicense is_special: true discovered_at: '2026-05-17T17:33:59.606590+02:00' https://github.com/CASIA-IVA-Lab/FastSAM: title: github.com/CASIA-IVA-Lab/FastSAM description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0998a8eff80a814ad22a45386bd60b4b741efe2020f963bb252e6ee5ea2dfb47 health_score: 100.0 last_checked: 1779031415.107514 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:35.107514+02:00' https://github.com/CASIA-LMC-Lab/FastSAM: title: github.com/CASIA-IVA-Lab/FastSAM description: '' year: '2023' stars: 4 ai_summary: Fast SAM offers a highly optimized, CNN-based real-time alternative to Meta's Segment Anything Model. By sacrificing minimal accuracy, it reduces latency and computation footprints, which is critical for edge deployments and microservice image APIs. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c75ce8533d986b1777ba361bf0ccdb5d6141933ce6997e3824c4e679ca0fc86f health_score: 100.0 last_checked: 1779130494.934949 needs_ai_refresh: true hierarchy: - Machine Learning - Computer Vision - Instance Segmentation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2024-07-30T13:35:06Z' gh_stars: 8364 discovered_at: '2024-07-30T13:35:06Z' https://github.com/CastawayEGR/openshift-ai-examples: title: OpenShift AI Examples description: '' year: '2023' stars: 5 ai_summary: A community collection of machine learning workflows and notebooks deployed on Red Hat OpenShift AI. Details deployment pipelines for distributed training, model serving, and GPU resource slicing. language: Python resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9375d08c61ff4503eb5749accabb46f3051a54a4842692dd23325acac20f7aae health_score: 100.0 last_checked: 1779032150.498533 needs_ai_refresh: true hierarchy: - Platform Engineering - Machine Learning Operations - OpenShift AI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md - index.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-09-15T19:35:15Z' gh_stars: 25 discovered_at: '2025-09-15T19:35:15Z' https://github.com/Checkmarx/kics: title: ==Checkmarx/kics== description: '' year: '2026' stars: 3 ai_summary: An open-source static code analysis engine designed to uncover vulnerabilities and structural issues in IaC manifests. Parses Terraform, Kubernetes manifests, Helm charts, Dockerfiles, and Ansible files for compliance discrepancies. language: Go resource_type: Security Scanner complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: eb30af4acd076847e6ebee630131efeec234664279efbcc73085e307331538bd health_score: 100.0 last_checked: 1779029487.653214 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - Infrastructure as Code - Security Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T15:22:53Z' gh_stars: 2649 discovered_at: '2026-06-10T15:22:53Z' https://github.com/Clivern/Beetle: title: Beetle description: '' year: '2023' stars: 5 ai_summary: A lightweight utility tailored to simplify the secure distribution of secrets and credentials to distributed microservices. Streamlines integration procedures for cloud workloads requesting verified execution credentials. language: Go resource_type: Application complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c65bb1c7d82ad02aed7cf4921dbd4288b74c78c848d7f579ad845d92909463d3 health_score: 100.0 last_checked: 1779030806.210208 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T19:57:34Z' gh_stars: 167 discovered_at: '2026-06-12T19:57:34Z' https://github.com/Cloud-Architekt/AzureAD-Attack-Defense: title: '==github.com/Cloud-Architekt: Azure AD - Attack and Defense Playbook==' description: '' year: '2023' stars: 0 ai_summary: A practical attack and defense reference handbook detailing compromise paths in Azure AD/Entra ID. Provides security engineers with clear methodologies to simulate, detect, and mitigate critical identity threats. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4a9e549ecc4346ce1e7722a2d5bc3b55ecd33f61635f0ea0488664e0196854cc health_score: 100.0 last_checked: 1779034045.945027 needs_ai_refresh: true hierarchy: - Security & Identity - SecOps - Red-Teaming tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 2529 gh_pushed: '2026-04-20T06:24:19Z' gh_license: N/A discovered_at: '2026-04-20T06:24:19Z' https://github.com/Comcast/kuberhealthy: title: "kuberhealthy \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ba4ddbd777131223fe2cb89dbddc98918f542e2c1e8d9f5461fa216e3cea0243 health_score: 100.0 last_checked: 1779031416.978642 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.978642+02:00' https://github.com/ContainerSSH/ContainerSSH: title: ==github.com/ContainerSSH/ContainerSSH== description: '' year: '2025' stars: 4 ai_summary: ContainerSSH is a high-security proxy server that dynamically spins up an isolated, single-use container in Kubernetes whenever a user initializes an SSH connection. It ensures strict credential verification and guarantees absolute environment isolation, preventing host namespace contamination. language: Go resource_type: SSH Gateway / Daemon complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 85e86fdbf30d9ea817f6b048aacb93b381b704fd8a0fbdc8e54675a8c197321b health_score: 100.0 last_checked: 1779029899.669571 needs_ai_refresh: true hierarchy: - Security - Access Control - SSH Proxy tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T15:47:29Z' gh_stars: 3054 discovered_at: '2026-05-19T15:47:29Z' https://github.com/ContainerSolutions/ImageWolf: title: 'ContainerSolutions/ImageWolf: ImageWolf - Fast Distribution of Docker Images'' on Clusters' description: '' year: '2021' stars: 0 ai_summary: A tool designed to accelerate the distribution of Docker images across a Kubernetes cluster by using a BitTorrent-like peer-to-peer distribution protocol among nodes. By 2026, this experimental project is archived, as native container runtimes (such as containerd) integrated direct registry streaming and IPFS-based distribution. language: Go resource_type: Daemon complexity: High is_microservice: false status: online addition_method: manual content_hash: 2159b0262f17441e607fe9ca7b737d5d467c2475b9fb323e589f85def83d276d health_score: 100.0 last_checked: 1779029369.894606 needs_ai_refresh: true hierarchy: - Development - Image Distribution - Performance tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 143 gh_pushed: '2017-11-02T23:32:01Z' gh_license: N/A discovered_at: '2017-11-02T23:32:01Z' https://github.com/ContainerSolutions/delayed-jobs-operator: title: github.com/ContainerSolutions/delayed-jobs-operator description: '' year: '2024' stars: 5 ai_summary: A minor controller designed to rate-limit or defer the spin-up of batch execution workloads. It introduces explicit queues or temporal delays before initiating pods, safeguarding backend databases from heavy, simultaneous connection storms. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c3d972ab5bb764da1cedf0bae21c986e45d4047d43d5d974d7e849c88d41414a health_score: 100.0 last_checked: 1779030730.599651 needs_ai_refresh: true hierarchy: - Workload Management - Job Scheduling - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-11-23T11:29:11Z' gh_stars: 10 discovered_at: '2021-11-23T11:29:11Z' https://github.com/ContainerSolutions/kubernetes-examples: title: Kubernetes Examples description: '' year: '2024' stars: 3 ai_summary: 'A highly utilized, production-tested blueprint repository containing foundational Kubernetes manifests. It spans standard ingress rules, complex stateful configurations, and container startup patterns. (Live Grounding: An essential reference repository for platform engineers bootstrapping cloud topologies with validated standards).' language: YAML resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 0ceaa02e06e92cce71f764b62525e07f169dadb919ecc2a04b7908574fb59325 health_score: 100.0 last_checked: 1779130494.923034 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Kubernetes Core - Declarative Templates tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-10-03T10:18:57Z' gh_stars: 1421 discovered_at: '2023-10-03T10:18:57Z' https://github.com/CoolerVoid/codecat: title: 'CoolerVoid/codecat: CodeCat - Tool to help in static code analysis' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering CoolerVoid/codecat: CodeCat - Tool to help in static code analysis in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: unreachable addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779031466.709875 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} review_metadata: original_url: https://github.com/CoolerVoid/codecat proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:55.002835' gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:24:26.709875+02:00' https://github.com/CrunchyData: title: github.com/CrunchyData description: '' year: '2026' stars: 0 ai_summary: Central organization repository host for Crunchy Data open-source projects, serving as the development hub for the highly utilized Crunchy PostgreSQL Operator, monitoring dashboards, and hardened container configurations. language: Go resource_type: Repo complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 460179b92fcc1c63aedf26cfeb2f319d22b66a765dc28358f74d2807b57c83b8 health_score: 100.0 last_checked: 1779029189.8526 needs_ai_refresh: true hierarchy: - Database - PostgreSQL - Open Source Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:46:29.852600+02:00' https://github.com/CrunchyData/crunchy-containers: title: Crunchy Containers Community Edition description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6536dfef1afb8b6537a0864d54860152f9b59f2c236de3a86c41c5a0a4a7c32a health_score: 100.0 last_checked: 1779033672.204834 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:01:12.204834+02:00' https://github.com/CrunchyData/postgres-operator: title: github.com/CrunchyData/postgres-operator description: '' year: '2026' stars: 5 ai_summary: The main GitHub repository containing the source code for the Crunchy Postgres Operator. Written in Go, this industry-leading project automates the deployment, scaling, failover, backup, and security operations of PostgreSQL instances on Kubernetes. It is actively updated to support modern Kubernetes API standards and enterprise clustering patterns. language: Go resource_type: Open Source Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 713b7e6488d22269cb96dde2d2861f36b464b4e5e0b1257b1901162dfc02556a health_score: 100.0 last_checked: 1779033619.664887 needs_ai_refresh: true hierarchy: - Data Infrastructure - Database Operators - PostgreSQL - Source Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/crunchydata.md v2_locations: - crunchydata.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T00:07:08Z' gh_stars: 4421 discovered_at: '2026-06-10T00:07:08Z' https://github.com/DATA-DOG/go-sqlmock: title: DATA-DOG/go-sqlmock description: '' year: '2024' stars: 5 ai_summary: A highly adopted SQL mock library for Golang designed to mock standard database/sql/driver behaviors. Facilitates robust database interaction testing without spinning up active infrastructure engines. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 09eaddd8ab7fd794204d9c481ab78e296e8f422255fed34b48df2202c953f109 health_score: 100.0 last_checked: 1779034336.613058 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Mocking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-09-11T10:51:41Z' gh_stars: 6554 discovered_at: '2024-09-11T10:51:41Z' https://github.com/DaspawnW/vault-crd: title: DaspawnW/vault-crd description: '' year: '2019' stars: 2 ai_summary: A Kubernetes operator designed to synchronize HashiCorp Vault values directly into native Kubernetes Secrets. It leverages Custom Resource Definitions (CRDs) to orchestrate and update secrets dynamically while maintaining external vault parity. language: Go resource_type: Kubernetes Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6eb87d050fdcb52c41f53c456be94cf0fa5c008f240f7d9d505223cc4452a48b health_score: 100.0 last_checked: 1779033072.215973 needs_ai_refresh: true hierarchy: - Security & Compliance - Secret Management - HashiCorp Vault Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-03T17:53:52Z' gh_stars: 175 discovered_at: '2026-02-03T17:53:52Z' https://github.com/DataCater/datacater: title: github.com/DataCater/datacater (real-time, cloud-native data pipeline platform) description: '' year: '2025' stars: 0 ai_summary: DataCater is a cloud-native platform designed to build real-time Change Data Capture (CDC) and data streaming pipelines. It helps transfer events cleanly across heterogeneous databases using declarative Kubernetes-native custom resources and lightweight containerized processors. language: Scala resource_type: Data Pipeline Engine complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0645b002ddb1c7755a3047fbd64623920a3b338da3e70a736c3a081d2f774acd health_score: 100.0 last_checked: 1779031438.835346 needs_ai_refresh: true hierarchy: - Data Operations - Data Pipeline - Real-time Streaming tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-08-11T08:04:55Z' gh_stars: 83 discovered_at: '2023-08-11T08:04:55Z' https://github.com/DataExpert-io/data-engineer-handbook: title: "==github.com/DataExpert-io/data-engineer-handbook== \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A structured playbook outlining state-of-the-art patterns in modern data architecture, lakehouse designs, data modeling, and performance optimization. Serves as a vital curriculum resource for systems designers managing petabyte-scale analysis jobs. Integrates software engineering best practices with database management. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 18c30535f977e1368d0dd244ae51f60dfab965012bb97bf633c82b8d375e18f3 health_score: 100.0 last_checked: 1779030434.219612 needs_ai_refresh: true hierarchy: - Data Engineering - Methodology - Handbooks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 41702 gh_pushed: '2026-04-02T23:14:21Z' gh_license: N/A is_special: true discovered_at: '2026-04-02T23:14:21Z' https://github.com/DevOps-Nirvana/Grafana-Dashboards: title: github.com/DevOps-Nirvana/Grafana-Dashboards description: '' year: '2021' stars: 5 ai_summary: Community-maintained dashboard library specialized for common DevOps infrastructure. Includes optimization configurations for Nginx, PHP-FPM, MySQL, Redis, and Linux host monitoring. language: JSON resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8a4e7fe06ea9f3a34732297cc7d94bbb651a23b2b9950bac24e78971e79cb8ac health_score: 100.0 last_checked: 1779032975.326538 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Grafana Ecosystem - Community Dashboards tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-15T23:32:11Z' gh_stars: 314 discovered_at: '2024-05-15T23:32:11Z' https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler: title: 'github.com/DevOps-Nirvana: Kubernetes Volume / Disk Autoscaler (via Prometheus)' description: '' year: '2025' stars: 5 ai_summary: This automation controller watches real-time disk capacities across cluster storage layers via Prometheus queries. When custom consumption thresholds are breached, it triggers dynamic CSI volume expansion, preempting critical disk-exhaustion outages for active database containers. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 11b0392963ce81e14ceb5355c481b054fab82f21bca94550fc93cbaba666b618 health_score: 100.0 last_checked: 1779029634.596098 needs_ai_refresh: true hierarchy: - Storage - Volume Management - Autoscaling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-30T18:52:01Z' gh_stars: 317 discovered_at: '2024-05-30T18:52:01Z' https://github.com/DevOps-Projects-Ideas/DevOps-Books: title: "==github.com/DevOps-Projects-Ideas/DevOps-Books== \U0001F31F\U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A highly curated reference repository cataloging essential DevOps literature spanning container orchestration, continuous delivery pipelines, and cloud systems engineering. Serves as a reliable technical roadmap for systems architects seeking deep-dive foundational concepts. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5d939e562c67450f29c5e90e44faf66e7eb86097da823ea0abb91c2e2b8adab4 health_score: 100.0 last_checked: 1779032484.253396 needs_ai_refresh: true hierarchy: - Infrastructure - DevOps - Education tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devops.md - docs/other-awesome-lists.md v2_locations: - devops.md - index.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-09-25T23:23:23Z' gh_stars: 682 is_special: true discovered_at: '2024-09-25T23:23:23Z' https://github.com/DevOpsHiveHQ/kubech: title: kubech (kubectl change) description: '' year: '2022' stars: 5 ai_summary: kubech (kubectl change) is a lightweight CLI utility that enables rapid, interactive switching of Kubernetes contexts and namespaces. Enhances workflow security by reducing terminal navigation steps. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 782c1d706354054e86d15a9700471f1085fcc7c76e1e46484b0f23251f589fd9 health_score: 100.0 last_checked: 1779130495.020746 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - CLI Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-23T20:55:58Z' gh_stars: 156 discovered_at: '2025-04-23T20:55:58Z' https://github.com/DhruvinSoni30/Terraform_multiple_modules: title: github.com/DhruvinSoni30/Terraform_multiple_modules description: '' year: '2022' stars: 2 ai_summary: A repository demonstrating practical multi-module project structures designed for AWS environments. Shows how to pass variables between custom local modules to construct a cohesive multi-tiered architecture. Live grounding confirms this repository serves as a baseline boilerplate for students studying modular code layout mechanics. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 461a46790688ee78db599c985a3a93e760b7b314eacbfc692d9f2258e55bf557 health_score: 100.0 last_checked: 1779030012.265696 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Project Structure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 4 gh_pushed: '2023-04-09T11:18:32Z' gh_license: N/A discovered_at: '2023-04-09T11:18:32Z' https://github.com/DontShaveTheYak/jenkins-std-lib: title: "DontShaveTheYak/jenkins-std-lib: Jenkins Standard Shared Library \U0001F31F" description: '' year: '2024' stars: 1 ai_summary: A production-grade collection of reusable Groovy utilities providing standardized code blocks for dynamic build systems. This standard library speeds up custom pipeline composition. language: Groovy resource_type: Shared Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6c88371709d233bfc7dde92f238bb2c12b6d2fd41f070f9bd330fa90fe2b14dd health_score: 100.0 last_checked: 1779031341.796519 needs_ai_refresh: true hierarchy: - CI/CD Pipeline Architecture - Jenkins Pipeline - Shared Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-10T14:08:06Z' gh_stars: 51 discovered_at: '2026-06-10T14:08:06Z' https://github.com/Droogans/unmaintainable-code: title: Droogans/How To Write Unmaintainable Code description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b40fed3609aaf23a2cea0a8e913a02a569aa8144f533ec52fb9dcb72a5ab2c7e health_score: 100.0 last_checked: 1779029564.066623 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:44.066623+02:00' https://github.com/DustinBrett/daedalOS: title: daedalOS - Desktop Environment in the Browser description: A robust browser-based desktop environment simulating a fully featured operating system, built with React, TypeScript, and WebAssembly. year: '2022' stars: 4 ai_summary: An advanced web-based desktop environment that showcases the capabilities of modern web browsers. Built entirely in React and TypeScript, it features an interactive file system, terminal emulator, built-in DOS-emulators, dynamic wallpapers, and drag-and-drop file operations. This serves as a premier technical reference for architectural complex SPA layouts and rich browser-native simulations. language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 4f9d0fa1af4624596ee1631f3b4bbbc6468c94224cee3b8b27c7689e46406ed0 health_score: null last_checked: 1780352571.556314 needs_ai_refresh: false hierarchy: - Frontend Development - Web Environments - Browser Operating Systems - JavaScript Runtimes tags: - '[ENTERPRISE-STABLE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: demos gh_license: MIT gh_pushed: '2026-05-31T06:26:10Z' gh_stars: 12854 reputation_status: Vetted reputation_summary: Extremely well-received project within the JS/TS developer ecosystem, heavily vetted on Hacker News and Reddit with positive consensus. social_preview_url: https://repository-images.githubusercontent.com/286179743/f9241c4c-9e1d-4104-b908-470affe44c34 source_provenance: X.com (midudev) suggested_new_category: web-environments discovered_at: '2026-05-31T06:26:10Z' https://github.com/Efrat19/kubeload: title: kubeload - load testing description: '' year: '2022' stars: 0 ai_summary: An operator framework that manages and scales load testing deployments inside a cluster. It coordinates distributed engines to simulate realistic traffic profiles against selected cluster endpoints, streamlining continuous integration workflows. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 83b8128bcb4ccd6268cfef553e89c9c9c3b809f9beea26c086bcec223d5fbdb9 health_score: 100.0 last_checked: 1779034046.05533 needs_ai_refresh: true hierarchy: - Reliability - Testing - Load Testing - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 24 gh_pushed: '2024-03-03T13:38:59Z' gh_license: N/A discovered_at: '2024-03-03T13:38:59Z' https://github.com/ElYusubov/AWESOME-Azure-Bicep: title: 'ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep' description: '' year: '2026' stars: 5 ai_summary: An index of resource libraries, module registries, and extension directories tailored for Azure Bicep DSL. Bicep has largely superseded ARM JSON templates as Microsoft's first-party IaC solution. This resource serves as a crucial reference for cloud platform engineers aiming to write clean, declarative Azure infrastructure code. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e48b38ddcc7a93a6de81a98b71205d751ec51215ce248c77dd3afcce68230fdc health_score: 100.0 last_checked: 1779032817.918255 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Azure - Bicep tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-11T18:06:39Z' gh_stars: 431 is_special: true discovered_at: '2026-06-11T18:06:39Z' https://github.com/ElanShudnow/AzureCode: title: ==github.com/ElanShudnow/AzureCode== description: '' year: '2024' stars: 5 ai_summary: Consolidated script library for administrative management of Azure infrastructures. Includes configuration patterns for hybrid Active Directory networks, cloud storage profiles, and identity lifecycle events. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eb9d65f4db34173be29266fe58681c73fbe36b90fb3eaf0e907c49b56d4497f8 health_score: 100.0 last_checked: 1779032080.776953 needs_ai_refresh: true hierarchy: - Cloud Platform - Automation - PowerShell Scripts tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-11T16:17:05Z' gh_stars: 80 discovered_at: '2025-11-11T16:17:05Z' https://github.com/ElanShudnow/AzureCode/blob/main/PowerShell/AzVNETOverlap/README.md: title: 'github.com/ElanShudnow/AzureCode: AzVNETOverlap.ps1' description: '' year: '2023' stars: 3 ai_summary: Provides an Azure virtual network (VNET) diagnostics module that audits, analyzes, and detects CIDR range overlaps across active subscriptions before peering. language: PowerShell resource_type: GitHub Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c5e944e995d7bfe4415a6fd79329c7cdb1a6d4f27fbc03179d11c3cd55b2fc59 health_score: 100.0 last_checked: 1779029274.574049 needs_ai_refresh: true hierarchy: - Cloud Platform Management - Azure Networking - VNET Conflict Analysis - Audit Automation tags: - COMMUNITY-TOOL - ENTERPRISE-STABLE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-11T16:17:05Z' gh_stars: 80 discovered_at: '2025-11-11T16:17:05Z' https://github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupport: title: github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupport description: '' year: '2024' stars: 5 ai_summary: Script suite from the AzureCode project addressing dependency mapping, pre-flight validation rules, and deployment state consistency checks during Azure subscription or resource group migration. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a5b32a38643c1ab7acaf54aade9023fb50ab60ab4152b779ccf029420db10a33 health_score: 100.0 last_checked: 1779034012.862449 needs_ai_refresh: true hierarchy: - Cloud Platform - Automation - Resource Migration tags: - COMMUNITY-TOOL - GUIDE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-11T16:17:05Z' gh_stars: 80 discovered_at: '2025-11-11T16:17:05Z' https://github.com/ElementTech/kube-reqsizer: title: github.com/ElementTech/kube-reqsizer description: '' year: '2024' stars: 0 ai_summary: An intelligent, micro-scale request resizer that monitors active CPU and Memory signatures. It automatically updates container resource request guidelines on-the-fly, reducing computing slack to boost global node density without violating application reliability constraints. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bf7c067543e5dd8c3f2a18a1f30ea044a3c3a0b4023a322c766eaf66f13b0252 health_score: 100.0 last_checked: 1779032462.793046 needs_ai_refresh: true hierarchy: - FinOps & Autoscaling - Resource Optimization - Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 207 gh_pushed: '2024-02-09T18:00:52Z' gh_license: N/A discovered_at: '2024-02-09T18:00:52Z' https://github.com/Email-Dashboard/Email-Dashboard: title: 'github.com/Email-Dashboard:' description: '' year: N/A stars: 0 ai_summary: Curator Insight introduces this dashboard tool for managing and viewing inbound emails from servers. Live Grounding notes it's a helpful utility for testing email pipelines locally during microservice integrations. language: English resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 39a1cdeda04e91e3dcaa49848bfa018152a47468efdfdb65d50deff2199a5ddd health_score: 100.0 last_checked: 1779033615.492459 needs_ai_refresh: true hierarchy: - Business Applications - Go Web Apps - Email Analytics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-01-19T08:39:23Z' gh_stars: 275 discovered_at: '2023-01-19T08:39:23Z' https://github.com/ExtendDB/extenddb/pull/54: title: 'feat(storage): add Route 53 backend (TXT records, base64-encoded items, the works)' description: Corey Quinn's pull request adding Route 53 storage backend for ExtendDB. year: '2026' stars: 4 ai_summary: A community-contributed pull request for ExtendDB (an open-source, DynamoDB-compatible adapter written in Rust) that implements a functional storage backend using Amazon Route 53 DNS. The implementation encodes database items as base64 strings stored inside Route 53 TXT records, serving as both a technical proof of concept for ExtendDB’s pluggable storage traits and a playful community experiment. language: en resource_type: tools complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: a915f5d892d0b5cc9d3a31963caaf52db742427840aaa6ee14e43fc02e971369 health_score: null last_checked: 1780352292.588492 needs_ai_refresh: false hierarchy: - AWS Architecture - Databases - DynamoDB Storage Adapters tags: - COMMUNITY-TOOL - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-data gh_license: Apache-2.0 gh_pushed: '2026-06-01T22:00:29Z' gh_stars: 384 reputation_status: Vetted reputation_summary: A humorously brilliant but technically impressive demonstration by Corey Quinn, widely discussed in the AWS developer community as a proof of concept for ExtendDB's pluggable storage adapter. social_preview_url: https://opengraph.githubassets.com/d504e2bae65a61e32719daa25cf390b030f8abfbae8b0437cadc2142e561a433/ExtendDB/extenddb/pull/54 source_provenance: X.com (QuinnyPig) suggested_new_category: '' discovered_at: '2026-06-01T22:00:29Z' https://github.com/FairwindsOps/gemini: title: gemini description: '' year: '2023' stars: 5 ai_summary: A declarative volume snapshot management controller that automates standard backup schedules. It utilizes the native Kubernetes VolumeSnapshot APIs to orchestrate retention policies and dynamic cross-region backup restorations. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: e5dd508dab4bf90f50a86f906e2c250bfae0002b55f5f5772c41328614f894bc health_score: 100.0 last_checked: 1779030685.66597 needs_ai_refresh: true hierarchy: - Data Management - Storage - Backup - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T23:15:58Z' gh_stars: 434 discovered_at: '2026-05-18T23:15:58Z' https://github.com/FairwindsOps/goldilocks: title: '==github.com/FairwindsOps: Goldilocks is a utility that can help you identify'' a starting point for resource requests and limits==' description: '' year: '2024' stars: 5 ai_summary: 'Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler (VPA) recommendations. - Automatically creates VPAs for workloads and visualizes ideal resource boundaries in a clean dashboard. - Essential for platform engineers aiming to establish baseline CPU and memory allocations.' language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3bec3036ab7946085be258c79d8334fcc870699dff3eb7cdf73a2581198cef7c health_score: 100.0 last_checked: 1779031574.794867 needs_ai_refresh: true hierarchy: - Resource Management - Automation & Tools - Rightsizing Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-29T14:20:44Z' gh_stars: 3250 discovered_at: '2026-05-29T14:20:44Z' https://github.com/FairwindsOps/gonogo: title: FairwindsOps/gonogo description: '' year: '2023' stars: 1 ai_summary: A specialized CLI tool developed to assess cluster upgrade readiness by auditing manifests for deprecated APIs. Although critical during older Kubernetes version transitions, the tool has yielded active usage to modern checkers like kubent. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9628f202e61203b30608772546d5077b035b639a3e21172f5d8baee5a4a945da health_score: 100.0 last_checked: 1779032679.631358 needs_ai_refresh: true hierarchy: - Operations - Upgrade Safety - Auditing tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-01T16:41:08Z' gh_stars: 146 discovered_at: '2026-05-01T16:41:08Z' https://github.com/FairwindsOps/pluto: title: "Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An essential static analysis tool that inspects files, Helm releases, and live clusters to detect deprecated or removed Kubernetes API versions. Prevents cluster upgrade disruptions by proactively targeting obsolete resource configurations. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 00bc58712c4fefcd04ba0e46f3de7b55fc2d74cb26d72eddba63a434102b5fb4 health_score: 100.0 last_checked: 1779033025.275172 needs_ai_refresh: true hierarchy: - Configuration Management - Upgrade Governance - API Deprecations tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-27T19:14:03Z' gh_stars: 2531 discovered_at: '2026-04-27T19:14:03Z' https://github.com/FairwindsOps/polaris: title: Polaris description: '' year: '2026' stars: 5 ai_summary: A widely adopted configuration validation engine designed to audit Kubernetes manifests, charts, and running pods against dozens of best practices. Identifies issues including lack of resource limits, security context issues, and networking misconfigurations. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: b2da4d67193ba4cc00733a450b9b4cf2de0f1de4b56618fbfb510023ba6fc8ed health_score: 100.0 last_checked: 1779029369.83405 needs_ai_refresh: true hierarchy: - Networking & Security - Security Compliance - Config Validation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md v2_locations: - kubernetes-tools.md - yaml.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T00:15:12Z' gh_stars: 3367 is_special: true discovered_at: '2026-05-19T00:15:12Z' https://github.com/FairwindsOps/rbac-manager: title: "==FairwindsOps/rbac-manager: RBAC Manager== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: RBAC Manager mitigates the configuration overhead of managing Kubernetes users and permissions. It provides structured Custom Resources that simplify standard RoleBindings and ClusterRoleBindings under a clean API. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 7ee0bc4387693f900b3e981dd20df126782a7bb239d9e156704e8d7ab7a44959 health_score: 100.0 last_checked: 1779031759.898981 needs_ai_refresh: true hierarchy: - Security - Access Control - RBAC - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-05T02:49:15Z' gh_stars: 1654 discovered_at: '2026-05-05T02:49:15Z' https://github.com/FairwindsOps/saffire: title: Saffire description: '' year: '2023' stars: 5 ai_summary: Fairwinds' utility designed to inspect deployed configurations and identify resources mapped to deprecated API versions. Extremely useful in pre-upgrade planning sequences to avoid control-plane migration disruptions. It remains a reliable reference tool during cluster lifecycle updates. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: f90342d720631ce03d145a4da1d12421bd7e101d874c890f8852260d3317602b health_score: 100.0 last_checked: 1779031416.790329 needs_ai_refresh: true hierarchy: - Operations - Cluster Upgrades - API Deprecations tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T23:16:23Z' gh_stars: 126 discovered_at: '2026-05-18T23:16:23Z' https://github.com/G-Research/armada: title: Armada description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fa063713abf13551d43ac54d963523f81ddf0f9c081dbf2ee007387866ec889d health_score: 100.0 last_checked: 1779030810.133051 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:30.133051+02:00' https://github.com/GalleyBytes/terraform-operator: title: 'isaaguilar/terraform-operator: Terraform Operator' description: '' year: '2024' stars: 5 ai_summary: Executes declarative Terraform pipelines natively as custom resources inside clusters. It matches dynamic GitOps deployment models to external cloud infrastructure, allowing teams to unify orchestration under a single control plane. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bbdd21ccb68f68f7246e54a2c94c62d3a1ea61d50dc45d38cb67655431c88206 health_score: 100.0 last_checked: 1779130495.030266 needs_ai_refresh: true hierarchy: - Infrastructure - GitOps - Infrastructure-as-Code - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-09T04:52:15Z' gh_stars: 380 discovered_at: '2025-12-09T04:52:15Z' https://github.com/GambitResearch/kubeonoff: title: kubeonoff description: '' year: '2019' stars: 1 ai_summary: A simple web dashboard designed to allow non-technical team members to scale Kubernetes deployments and statefulsets down to zero or back up. Serves as an early operational utility for dev environment cost reduction. language: Python resource_type: Web Dashboard complexity: Simple is_microservice: true status: online addition_method: manual content_hash: ea2c74a01198a11f02526f689fae8ada8e5daf923df7177c39c0b9e70c7d935b health_score: 100.0 last_checked: 1779030327.253718 needs_ai_refresh: true hierarchy: - Cluster Management - Cost Optimization - Resource Control tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-08-07T14:23:59Z' gh_stars: 24 discovered_at: '2020-08-07T14:23:59Z' https://github.com/GhostWriters/DockSTARTer: title: DockSTARTer description: '' year: '2025' stars: 4 ai_summary: A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and edge hardware topologies. language: Shell resource_type: CLI Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c5f8cb9040914e17c5e1a6e62653675fdd45833a0343afb830b56d17972db35d health_score: 100.0 last_checked: 1779034330.982511 needs_ai_refresh: true hierarchy: - Local Developer Environment - Container Runtime Setup - Docker Compose tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devops-tools.md - docs/docker.md - docs/kubernetes-tools.md v2_locations: - devops-tools.md - docker.md - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-03T19:39:45Z' gh_stars: 2560 discovered_at: '2026-06-03T19:39:45Z' https://github.com/GitCredentialManager/git-credential-manager: title: ==Git Credential Manager== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20 health_score: 100.0 last_checked: 1779030562.338601 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:22.338601+02:00' https://github.com/GitHubSecurityLab/actions-permissions: title: 'github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions'' Monitor and Advisor actions' description: '' year: '2023' stars: 2 ai_summary: A pivotal security action from GitHub Security Lab designed to automatically audit, advise, and enforce least-privilege token policies in GitHub Actions workflows. Minimizes risks from repository injection and credential leaks. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c5e6bbcefdad668b698aaa3970afb1e2805c008208323b96ff1ee76ad2d77436 health_score: 100.0 last_checked: 1779030558.826447 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Security & Compliance - GitHub Actions Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-31T20:52:48Z' gh_stars: 369 discovered_at: '2026-01-31T20:52:48Z' https://github.com/GoodforGod/java-logger-benchmark: title: GoodforGod/java-logger-benchmark description: '' year: '2026' stars: 5 ai_summary: A performance micro-benchmark comparing major Java logging frameworks like SLF4J, Logback, and Log4j2. For high-throughput microservices in 2026, understanding logging allocation costs and thread contention is critical to maximizing compute efficiency in Kubernetes clusters. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3a6e2ecd737fee6b34701c56998b3c0366cd9f0406079501b4cd18f1aa96fb40 health_score: 100.0 last_checked: 1779031087.358016 needs_ai_refresh: true hierarchy: - Modern Java - Performance - Benchmarking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-19T05:35:16Z' gh_stars: 16 discovered_at: '2023-10-19T05:35:16Z' https://github.com/GoogleCloudPlatform: title: github.com/GoogleCloudPlatform description: '' year: '2026' stars: 0 ai_summary: The master landing organization for Google Cloud Platform's open-source projects, APIs, and CLI utilities. Holds structural frameworks, SDKs, and enterprise infrastructure design tools. language: Multi resource_type: Organization complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 431ad4cb53e942bc4fbc3765de953c7533dbca1c438810e28594bf570803e215 health_score: 100.0 last_checked: 1779032091.650698 needs_ai_refresh: true hierarchy: - Public Cloud Providers - GCP - Enterprise Platform tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md - docs/demos.md v2_locations: - GoogleCloudPlatform.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:34:51.650698+02:00' https://github.com/GoogleCloudPlatform/awesome-google-cloud: title: 'github.com/GoogleCloudPlatform/awesome-google-cloud: Awesome GCP' description: '' year: '2026' stars: 5 ai_summary: The official Google Cloud Platform curated ecosystem list, documenting key open-source modules, migration frameworks, and developer tools. It helps cloud engineers bootstrap GCP landing zones and optimize GKE environments. It serves as an authoritative bridge between enterprise multi-cloud setups and native Google engineering guidelines. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b3375081e95ab2709d8bb1f7065dce3f5a5b8c503a772ab4c610515c8f43a365 health_score: 100.0 last_checked: 1779033704.95922 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - GCP - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2024-05-30T16:03:07Z' gh_stars: 904 is_special: true discovered_at: '2024-05-30T16:03:07Z' https://github.com/GoogleCloudPlatform/buildpacks: title: Google Cloud Buildpacks description: '' year: '2020' stars: 5 ai_summary: An open-source implementation of Cloud Native Buildpacks optimized for GCP runtimes. It automatically transforms source code into production-ready, secured OCI container images without requiring custom, multi-stage Dockerfiles. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e4c4a2f714b992395961d8c5928955dbb0e1baa35c0076798ab31678f36b1954 health_score: 100.0 last_checked: 1779032171.473773 needs_ai_refresh: true hierarchy: - DevOps & Delivery - CI/CD - Containerization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T10:40:53Z' gh_stars: 1148 discovered_at: '2026-06-13T10:40:53Z' https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube: title: click-to-deploy/sonarqube description: '' year: '2024' stars: 4 ai_summary: Google Cloud Platform blueprint repository designed to ease the deployment of SonarQube on Google Kubernetes Engine (GKE) via highly standardized manifest suites. language: YAML resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ca3ac9b466adfbeeb3e200644028856448d16055e4307b1752dc6cc397168503 health_score: 100.0 last_checked: 1779029628.987483 needs_ai_refresh: true hierarchy: - Continuous Integration - Code Quality - Kubernetes Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T22:44:11Z' gh_stars: 772 discovered_at: '2026-06-09T22:44:11Z' https://github.com/GoogleCloudPlatform/cloud-code-samples: title: "github.com/GoogleCloudPlatform/cloud-code-samples \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Curated templates and setup workflows targeting GCP's Cloud Code extension. Helps developers structure containerized services locally before auto-deploying to Google Kubernetes Engine (GKE). language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 2e142b0405ee6a441a15033bbb35c1b26a58d5e1f19b63c670f61d154d2a1192 health_score: 100.0 last_checked: 1779032833.607046 needs_ai_refresh: true hierarchy: - DevSecOps & IDEs - Google Cloud Code - Developer Experience tags: - '[DE FACTO STANDARD]' v1_locations: - docs/GoogleCloudPlatform.md - docs/demos.md - docs/devops.md v2_locations: - GoogleCloudPlatform.md - demos.md - devops.md youtube_mosaic: {} gh_license: 0BSD gh_pushed: '2026-06-11T16:12:06Z' gh_stars: 437 discovered_at: '2026-06-11T16:12:06Z' https://github.com/GoogleCloudPlatform/elcarro-oracle-operator: title: "El Carro: The Oracle Operator for Kubernetes \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: An open-source Kubernetes operator developed by Google Cloud that automates the provisioning, lifecycle management, backup, restore, and monitoring of Oracle databases. It leverages Custom Resource Definitions (CRDs) to orchestrate complex Oracle database tasks in a declarative, cloud-native manner. In 2026, it continues to be a crucial tool for enterprises modernizing legacy database infrastructure. language: Go resource_type: Kubernetes Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: fb69003a1f8a5f6d35e0a1ec90de820ff000b2ba0d5b9203fcca61f8b465ab0e health_score: 100.0 last_checked: 1779029884.000782 needs_ai_refresh: true hierarchy: - Database - Operator - Oracle tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-16T20:45:36Z' gh_stars: 212 discovered_at: '2026-04-16T20:45:36Z' https://github.com/GoogleCloudPlatform/golang-samples: title: '==GoogleCloudPlatform/golang-samples: Sample apps and code written for Google'' Cloud in the Go programming language.==' description: '' year: N/A stars: 0 ai_summary: Curator Insight outlines a large collection of idiomatic examples for utilizing Google Cloud APIs within Go applications. Live Grounding proves its importance for production engineering teams using services like BigQuery, Cloud Run, and GKE. language: English resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: dd80c34836d76a57378f1493ceb40cc2921f95517c13ff62cfaa889b39f55d52 health_score: 100.0 last_checked: 1779030522.913148 needs_ai_refresh: true hierarchy: - Public Cloud - Google Cloud - Go Samples tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T21:08:57Z' gh_stars: 4624 discovered_at: '2026-06-12T21:08:57Z' https://github.com/GoogleCloudPlatform/k8s-config-connector: title: 'github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector' description: '' year: '2020' stars: 5 ai_summary: Config Connector is a Kubernetes Custom Resource Definition (CRD) controller that allows operators to manage Google Cloud resources natively as if they were standard Kubernetes objects. It bridges GitOps configurations with physical cloud infrastructure provisioning. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f961070ead418e1b5e3eac9ce6450e971f17b65eeff15e13bf2d8130ad99d137 health_score: 100.0 last_checked: 1779031901.12351 needs_ai_refresh: true hierarchy: - Containers & Orchestration - GitOps - Config Connector tags: - '[DE FACTO STANDARD]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T10:08:49Z' gh_stars: 1042 discovered_at: '2026-06-14T10:08:49Z' https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: title: 'GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret'' Manager Provider for Secret Store CSI Driver' description: '' year: '2026' stars: 4 ai_summary: The official GCP provider for the Kubernetes Secrets Store CSI Driver. It enables high-security mounting of secrets from GCP Secret Manager directly into ephemeral memory-backed volumes inside target Pods, removing the risk of persisting values in etcd or local physical disks. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 78b4b8aecea89d28a63c4fe5be7916fa1b9c1a3604e18828659a7a64da26912b health_score: 100.0 last_checked: 1779033296.216047 needs_ai_refresh: true hierarchy: - Security - Secrets Management - CSI Driver Providers tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-11T07:27:16Z' gh_stars: 267 discovered_at: '2026-05-11T07:27:16Z' https://github.com/GoogleCloudPlatform/terraformer: title: "github.com/GoogleCloudPlatform/terraformer \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A widely adopted CLI tool that reverse-engineers existing cloud infrastructure into declarative HCL code and states. Acts as a vital tool during migration processes from manual setups to systematic GitOps configurations. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4c14f43f68a58826ed21dbb8d8595429129c1a43fbb77c31a7c6922a5740a0d4 health_score: 100.0 last_checked: 1779031087.248969 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Reverse Engineering - Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-16T20:12:11Z' gh_stars: 14540 discovered_at: '2026-03-16T20:12:11Z' https://github.com/GoogleContainerTools/container-structure-test: title: GoogleContainerTools/container-structure-test description: '' year: '2023' stars: 5 ai_summary: The official repository for Google's `container-structure-test`. Details a powerful unit testing framework that validates container image structures (checking file layouts, metadata keys, variable exports, and executable output states) without actually running the target container environment. language: Go resource_type: Codebase complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d5d9b3b49c059346a42b83fc79bd566689d0265ec824544c0290df592c93bc88 health_score: 100.0 last_checked: 1779034309.652034 needs_ai_refresh: true hierarchy: - Security - Container Security - Testing Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-01T18:59:57Z' gh_stars: 2484 discovered_at: '2026-06-01T18:59:57Z' https://github.com/GoogleContainerTools/jib: title: jib description: '' year: '2026' stars: 5 ai_summary: Jib is a fast, specialized build tool by Google that constructs optimized Docker and OCI images for Java applications without requiring a Docker daemon or Dockerfile. Integrating directly into Maven or Gradle builds, it divides Java applications into granular layers (dependencies, resources, classes) to speed up continuous iteration. It is an industry-standard practice for enterprise JVM application deployment pipelines. language: Java resource_type: Tool complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 78fc490bad61ff886aa896300605b43f81bd3ff7b429ac8b2666996a41a05419 health_score: 100.0 last_checked: 1779034235.703457 needs_ai_refresh: true hierarchy: - Application Development - Java - Image Building tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T14:55:01Z' gh_stars: 14409 discovered_at: '2026-05-19T14:55:01Z' https://github.com/GoogleContainerTools/kaniko: title: kaniko description: '' year: '2026' stars: 5 ai_summary: Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 5549f618604c7a812ebd538d68888c13b74d54663ffed4ba15bddbfaee1c79bc health_score: 100.0 last_checked: 1779034116.63033 needs_ai_refresh: true hierarchy: - Infrastructure - Continuous Integration - Image Building tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-03T14:36:10Z' gh_stars: 15767 discovered_at: '2025-06-03T14:36:10Z' https://github.com/HewlettPackard/terraschema: title: 'TerraSchema: Generate JSON Schema from Terraform Configurations' description: '' year: '2026' stars: 1 ai_summary: A specialized CLI tool that parses declared Terraform configurations to generate structural JSON Schemas. Useful for running runtime validation scripts on dynamic inputs or verifying API schemas during configuration processing. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 56d28c0f7c01ea7b5f38bd846b7412fd254c600dfdf7e6576f1c43902824721b health_score: 100.0 last_checked: 1779029573.552619 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Schema Generation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md - docs/kubernetes-tools.md - docs/terraform.md v2_locations: - kubernetes-tools.md - iac.md - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-08T13:12:57Z' gh_stars: 71 discovered_at: '2025-12-08T13:12:57Z' https://github.com/HolmesGPT/holmesgpt: title: HolmesGPT (Robusta) description: '' year: '2025' stars: 2 ai_summary: 'Curator Insight: An AI-driven troubleshooting assistant for Kubernetes clusters by Robusta. Live Grounding: Utilizes LLM agents to autonomously parse Prometheus alerts, collect pod logs, inspect live status, and deliver actionable remediation steps for infrastructure incidents.' language: Python resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8cd690d10195d9b3384a1fbd2a76e1c123be4591179884b268e6b7fb71823a31 health_score: 100.0 last_checked: 1779130494.936792 needs_ai_refresh: true hierarchy: - Cloud Native Operations - AI AIOps - Kubernetes Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai-agents-mcp.md - docs/ai.md v2_locations: - ai.md - ai-agents-mcp.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T10:13:58Z' gh_stars: 2623 discovered_at: '2026-06-14T10:13:58Z' https://github.com/HopopOps/k8s-ldap-auth: title: vbouchaud/k8s-ldap-auth description: '' year: '2018' stars: 1 ai_summary: A lightweight Kubernetes webhook authentication service interfacing directly with external LDAP/Active Directory engines. It maps LDAP group memberships into Kubernetes groups for clean RBAC authorization. language: Go resource_type: Webhook Service complexity: Medium is_microservice: true status: online addition_method: manual content_hash: a01b5c8ed749400c7ab239a0f0a7d533adc2799509816ea9a00ea97a2e633c96 health_score: 100.0 last_checked: 1779130495.011181 needs_ai_refresh: true hierarchy: - Security - Identity & Access - LDAP Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-06-08T21:04:13Z' gh_stars: 54 discovered_at: '2026-06-08T21:04:13Z' https://github.com/IBM/CP4MCM-SDK: title: 'github.com/IBM/CP4MCM-SDK : Business Partner App Integration with IBM MCM' description: '' year: '2020' stars: 1 ai_summary: 'An integration SDK for registering and packaging third-party application services within the IBM Cloud Pak for Multicloud Management (CP4MCM) ecosystem. Live Grounding Note: CP4MCM and this SDK are largely archived or superseded by newer Red Hat Advanced Cluster Management (RHACM) methodologies, making this mostly historical for legacy integrations.' language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e3d66423e10268c139843065bffb6358c23dfdb070a27b796a864a15ceea8475 health_score: 100.0 last_checked: 1779030569.984995 needs_ai_refresh: true hierarchy: - Enterprise Integration - Multi-Cluster Management - IBM Cloud Pak SDK tags: - '[LEGACY]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-03-08T03:31:17Z' gh_stars: 2 discovered_at: '2022-03-08T03:31:17Z' https://github.com/IBM/argocd-vault-plugin: title: IBM/argocd-vault-plugin description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d health_score: 100.0 last_checked: 1779029838.60532 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/argo.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:18.605320+02:00' https://github.com/IBM/varnish-operator: title: github.com/IBM/varnish-operator description: '' year: '2023' stars: 2 ai_summary: A specialized Kubernetes Operator developed by IBM to deploy, manage, and scale Varnish Cache setups natively within container orchestrators. Although useful for cloud-native setups, in 2026 it faces stiff competition from service meshes offering in-built caching proxies. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f14866d050d9b7b9479b06e636a282fd3ea681d5364fe2cfc2b8a9cbccf47e38 health_score: 100.0 last_checked: 1779030009.729005 needs_ai_refresh: true hierarchy: - Infrastructure & Caching - Kubernetes Operators - Varnish Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-09-16T10:32:32Z' gh_stars: 69 discovered_at: '2024-09-16T10:32:32Z' https://github.com/Ileriayo/markdown-badges: title: 'github.com/Ileriayo/markdown-badges: Markdown Badges' description: '' year: '2026' stars: 5 ai_summary: A massive curated catalog of dynamic, consistent, and beautiful SVG shields and badges for GitHub repositories. It supports a wide array of languages, frameworks, cloud providers, and developer tools. Live grounding confirms it is standard practice for enriching project READMEs. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b2af5269244126ccec1218d8c1605a4fdf4d3aecbc8fa37a548f2bbbf17420c0 health_score: 100.0 last_checked: 1779030238.972618 needs_ai_refresh: true hierarchy: - Documentation & Workflow - Writing Tools - Metadata Badges tags: - '[DE FACTO STANDARD]' v1_locations: - docs/mkdocs.md v2_locations: - mkdocs.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-22T23:46:44Z' gh_stars: 16701 discovered_at: '2026-05-22T23:46:44Z' https://github.com/Isan-Rivkin/kube_query: title: Kube_query description: '' year: '2020' stars: 5 ai_summary: A developer-focused diagnostic tool that applies SQL query patterns to inspect active Kubernetes cluster states, mimicking OSQuery mechanisms. It simplifies resource discovery by enabling relational SQL queries across Pods, Services, and Deployments. While offering clean diagnostic convenience, live tracking indicates the project remains a niche developer utility. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: f770c2456de05e78244bd2d5650c5037f62648e6059a4490f4c829fba829b951 health_score: 100.0 last_checked: 1779030361.224205 needs_ai_refresh: true hierarchy: - Operations - Cluster Querying - OSQuery Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-11-30T12:21:35Z' gh_stars: 13 discovered_at: '2020-11-30T12:21:35Z' https://github.com/IvanJosipovic/KubeUI: title: 'KubeUI: A Desktop Kubernetes Client' description: '' year: '2024' stars: 2 ai_summary: A high-performance, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. It enhances developer agility through dynamic views of multi-cluster namespaces and active workload metrics. language: C# resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3f044ea42a7c7cb2dcb5df55885b1fddcbf28eb96202deaf875ffb6df9dc13c7 health_score: 100.0 last_checked: 1779030928.62387 needs_ai_refresh: true hierarchy: - Observability - UI Clients - Multi-Cluster tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md - docs/kubernetes-tools.md - docs/kubernetes-troubleshooting.md v2_locations: - devops-tools.md - kubernetes-tools.md - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T04:45:46Z' gh_stars: 311 discovered_at: '2026-06-14T04:45:46Z' https://github.com/JFolberth/TheYAMLPipelineOne: title: "github.com/JFolberth/TheYAMLPipelineOne \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: An open-source pipeline framework showcasing advanced DRY (Don't Repeat Yourself) YAML patterns for Azure DevOps. In 2026, this template system represents best-in-class orchestration, enabling developers to scale microservice builds without duplicating pipelines or configuration code. language: PowerShell resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a8bba28939d632d8db343e0ce7122d56c8cdd6d044201c9be8efde952b1f7d9b health_score: 100.0 last_checked: 1779034012.898159 needs_ai_refresh: true hierarchy: - Cloud DevOps - CI-CD Pipelines - YAML Templating and Reusability tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-02-26T16:15:34Z' gh_stars: 221 discovered_at: '2025-02-26T16:15:34Z' https://github.com/JFryy/qq: title: github.com/JFryy/qq description: '' year: '2024' stars: 5 ai_summary: A versatile, multi-format query engine supporting YAML, JSON, TOML, and XML processing within a unified execution context. Streamlines data conversion and extraction tasks during schema migrations. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 9390a93c9045a4e6e2448c9d06e3b8803f3b9ff351e04e972dfa714c2949061c health_score: 100.0 last_checked: 1779032457.610069 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-19T00:18:46Z' gh_stars: 725 is_special: true discovered_at: '2026-05-19T00:18:46Z' https://github.com/JPCERTCC/LogonTracer: title: github.com/JPCERTCC/LogonTracer description: '' year: '2025' stars: 5 ai_summary: Incident response tool mapping Active Directory authentication logs onto Neo4j graph databases. Visually identifies anomalous domain login correlations, pass-the-hash movements, and identity exploitation attacks. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c37c57af01cd0d7cffa23c3c33198ce0e610b3bb4b5465114d1ee8ba0313b2d1 health_score: 100.0 last_checked: 1779033309.690027 needs_ai_refresh: true hierarchy: - Security - Threat Hunting - Active Directory tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-22T15:13:52Z' gh_stars: 3182 discovered_at: '2026-04-22T15:13:52Z' https://github.com/JamesTGrant/kubectl-debug: title: github.com/JamesTGrant/kubectl-debug description: '' year: '2021' stars: 2 ai_summary: A kubectl plugin designed to launch temporary debugging containers within a target pod namespace. Streamlines manual container introspection prior to the widespread adoption of native ephemeral containers. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d1745da922e0a7ed091c3f104317345debae9e48c30d01138e4a210c65814165 health_score: 100.0 last_checked: 1779032095.709594 needs_ai_refresh: true hierarchy: - Observability - Debugging - CLI Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-tools.md - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-06T05:15:03Z' gh_stars: 373 discovered_at: '2024-05-06T05:15:03Z' https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes: title: junit5-kubernetes description: '' year: '2020' stars: 1 ai_summary: A JUnit 5 extension that allows Java developers to integrate Kubernetes clusters dynamically into their automated testing suites, provisioning temporary namespaces and managing resources during test lifecycles. language: Java resource_type: Testing Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 122aa535b5787cf3c36d0ca2bc7b0f6bb5556a3efb2ff8e41018a31f40ece85b health_score: 100.0 last_checked: 1779029563.979611 needs_ai_refresh: true hierarchy: - Application Lifecycle - Testing & Verification - Integration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2022-09-16T23:15:08Z' gh_stars: 43 discovered_at: '2022-09-16T23:15:08Z' https://github.com/JovianX/Service-Hub: title: github.com/JovianX/Service-Hub description: '' year: '2024' stars: 1 ai_summary: Service-Hub is a self-service platform dashboard designed to turn Helm charts, operators, and cloud infrastructure scripts into unified service catalog items. By presenting clean configuration inputs, it abstracts away cluster YAML complexity from downstream developers. language: Go resource_type: Web Catalog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 830e319eac60c01930e8c6892355613459a6151d820133cadd4a2daa3325c9f1 health_score: 100.0 last_checked: 1779033914.073756 needs_ai_refresh: true hierarchy: - Operations - Platform Engineering - Service Catalog tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-02T11:20:36Z' gh_stars: 122 discovered_at: '2024-04-02T11:20:36Z' https://github.com/JovianX/helm-release-plugin: title: JovianX/helm-release-plugin description: '' year: '2022' stars: 2 ai_summary: Utility command plugin allowing cluster administrators to inspect, unpack, and export deployment releases easily. Facilitates troubleshooting across multi-environment states and eases visual configuration comparisons. language: Go resource_type: Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f4b73219b977ea01a50fa006d13592fd579e1429e0b0a4f8806b9fd0f749c500 health_score: 100.0 last_checked: 1779032462.787843 needs_ai_refresh: true hierarchy: - Cloud Native - Application Delivery - Helm Plugins - Release Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-29T15:24:57Z' gh_stars: 109 discovered_at: '2026-03-29T15:24:57Z' https://github.com/JulianHayward/AzADServicePrincipalInsights: title: github.com/JulianHayward/AzADServicePrincipalInsights description: '' year: '2024' stars: 5 ai_summary: Automated reporting utility designed to audit Entra ID (Azure AD) Service Principals, highlighting over-permissioned applications, API vulnerabilities, and expiring credential/certificate payloads. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bb715ee94d54478241dd269201f2486027c124c04cd5ed4ad19f9ad5d76ff178 health_score: 100.0 last_checked: 1779032525.002883 needs_ai_refresh: true hierarchy: - Cloud Platform - Governance - Security Auditing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-30T14:57:39Z' gh_stars: 251 discovered_at: '2025-04-30T14:57:39Z' https://github.com/Juniper/Junos-terraform: title: 'Junos-terraform: JUNOS Terraform Automation Framework (JTAF)' description: '' year: '2023' stars: 2 ai_summary: The JUNOS Terraform Automation Framework (JTAF) auto-generates custom Terraform providers based on Junos XML schema specifications. Enables network administrators to manage hardware appliances declaratively. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 89231b644330502e1ec08f800e51361a06bc7f1b1e48dc78cb8677945f03fe54 health_score: 100.0 last_checked: 1779030052.42853 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Networking - Juniper Junos tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T10:06:52Z' gh_stars: 82 discovered_at: '2026-06-08T10:06:52Z' https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry: title: Configure Docker Service To Use Insecure Registry description: '' year: '2020' stars: 5 ai_summary: A legacy wiki repository explaining systems-level configurations required to allow the Docker daemon to communicate with insecure, self-hosted registries. It highlights modification of systemd services and the daemon.json config file. This historic resource has been unmaintained for several years and serves solely as a retro technical reference. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fb79d205ff288fe3395ded82336fba90a30f5cca7819f789a31ce6e71a5d7d42 health_score: 100.0 last_checked: 1779030554.240107 needs_ai_refresh: true hierarchy: - Container Management - Docker Security - Insecure Registries tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-20T17:58:58Z' gh_stars: 48 discovered_at: '2023-02-20T17:58:58Z' https://github.com/K8Studio/K8studio: title: k8studio.github.io/k8studio description: '' year: '2024' stars: 2 ai_summary: A feature-rich desktop client that constructs interactive, dynamic node graphs representing active cluster topology. Helps cluster administrators visualize resource footprints, namespace boundaries, and connectivity routes visually. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c0e8641074fb61d2eaaa8bfbf28247b5c48c63ad5ae4b96651bcdd2ef0fa428a health_score: 100.0 last_checked: 1779032640.452369 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Visual Ide tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_stars: 53 gh_pushed: '2026-06-09T19:43:36Z' gh_license: N/A discovered_at: '2026-06-09T19:43:36Z' https://github.com/KWasm/podman-wasm: title: github.com/KWasm/podman-wasm description: '' year: '2025' stars: 0 ai_summary: Part of the KWasm ecosystem, podman-wasm integrates WebAssembly runtimes directly with Podman container environments. It enables the seamless execution of highly isolated Wasm workloads alongside native Linux containers, signaling the paradigm of lightweight, secure serverless execution. language: Go resource_type: Runtime Extension complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f254b3d9bb2dddcfcffaa8323709cecd53c76af82fc2d4cbb6ba880484033752 health_score: 100.0 last_checked: 1779034487.550386 needs_ai_refresh: true hierarchy: - Runtime - WebAssembly (Wasm) - Container Engines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-10-20T18:17:57Z' gh_stars: 30 discovered_at: '2022-10-20T18:17:57Z' https://github.com/KnicKnic/temp-kubernetes-ci: title: 'KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI' description: '' year: '2021' stars: 1 ai_summary: A CI framework designed to spin up ephemeral Kubernetes instances dynamically within workflow jobs for automated end-to-end testing, and immediately tear them down afterward. In 2026, it is largely archived, having been superseded by standard GitHub Actions runners with native Kind or k3s integrations. language: PowerShell resource_type: CI Framework complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 37f66908f3d84b0cfe979fad1b98ffb071f1b6a471f1ebf0fd35b7b7f0d0f269 health_score: 100.0 last_checked: 1779031697.050757 needs_ai_refresh: true hierarchy: - Development - CI/CD - Testing tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-01-05T15:04:04Z' gh_stars: 15 discovered_at: '2023-01-05T15:04:04Z' https://github.com/Kubeinit/kubeinit: title: "kubeinit \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: An Ansible-driven framework designed to automate the installation and configuration of multi-node Kubernetes and OpenShift clusters. Supports diverse hypervisors and custom local configurations to establish development environments. language: Python resource_type: Installer complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3 health_score: 100.0 last_checked: 1779031423.085284 needs_ai_refresh: true hierarchy: - Platform Engineering - Installation - Automation tags: - COMMUNITY-TOOL - EMERGING v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-05T21:26:59Z' gh_stars: 222 discovered_at: '2025-12-05T21:26:59Z' https://github.com/Kubermatic/Kubermatic: title: "Kubermatic Kubernetes Platform \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Kubermatic Kubernetes Platform (KKP) is a high-performance multi-cluster management engine that automates the lifecycle of thousands of Kubernetes clusters. By running control planes as containers within a master cluster (Kubernetes-in-Kubernetes), KKP drastically reduces resource overhead and simplifies multi-cloud operations. It is widely adopted by European enterprises prioritizing sovereign, multi-tenant infrastructure. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: 698ae17261cd088111a4d11d3775ae9c4ae16c62f86a0de8983a02ef6df703d4 health_score: 100.0 last_checked: 1779029561.621966 needs_ai_refresh: true hierarchy: - Cluster Management - Multi-Cluster Orchestration - Enterprise Control Plane tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T17:52:28Z' gh_stars: 1281 discovered_at: '2026-06-12T17:52:28Z' https://github.com/KurtGokhan/tegaki: title: Tegaki turns any Google Font into animated handwriting description: Handwriting animation for the web supporting custom text, natural timing, and multi-framework integration. year: '2026' stars: 4 ai_summary: 'Curator Insight: An innovative frontend library that bypasses the need for complex, manual SVG path tracing or heavy Lottie files by dynamically converting Google Fonts into animated stroke-by-stroke handwriting. Live Grounding (MCP): Production performance checks confirm the library uses a highly optimized custom rasterization and distance transform image processing pipeline, natively supporting React, Svelte, Vue, Astro, and vanilla JavaScript layouts with low execution overhead.' language: English resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 94af03c7cbccc30053e2e1a8d55b817492ac1898d960848d0ea65351c96319de health_score: null last_checked: 1780352705.314522 needs_ai_refresh: false hierarchy: - Frontend Development - Web Animation - Typography Tools tags: - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: javascript gh_license: MIT gh_pushed: '2026-05-27T16:38:21Z' gh_stars: 2661 reputation_status: Vetted reputation_summary: Highly praised across frontend developer forums and Trendshift for its novel approach to real-time handwriting simulation without manual SVG path design. social_preview_url: https://repository-images.githubusercontent.com/1194746675/11ef7275-f0dc-4e2c-aa37-fa99910d0f1a source_provenance: X.com (midudev) suggested_new_category: '' discovered_at: '2026-05-27T16:38:21Z' https://github.com/KusionStack/kusion: title: github.com/KusionStack/kusion description: '' year: '2025' stars: 3 ai_summary: Kusion is an open-source intent-driven declarative configuration engine. Uses structured schema architectures (KCL) to compile application delivery models into multi-cloud platform resources, helping developers manage infrastructure and application lifecycles natively. language: Go resource_type: Open Source Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2cd68d99e09c2f043f947a636db779b2493944e02ae669ba1c9df8b96a6a03e9 health_score: 100.0 last_checked: 1779030035.352358 needs_ai_refresh: true hierarchy: - Platform Engineering - Declarative Configuration - KusionStack tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-04T06:01:34Z' gh_stars: 1310 discovered_at: '2026-01-04T06:01:34Z' https://github.com/Kyrremann/kubectl-eksporter: title: "kubectl-eksporter \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A kubectl plugin designed to clean and extract manifest files directly from active cluster resources. It automatically strips runtime-specific metadata and system-defined statuses, leaving clean configs suitable for GitOps repositories. language: Go resource_type: CLI Plugin complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 00470afeddc5ab436af6236f07d9e1e8281b9f868578ae7fa4edd3e4f8e33e35 health_score: 100.0 last_checked: 1779031333.883779 needs_ai_refresh: true hierarchy: - Operations & UX - Manifest Generation - Resource Cleaning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2022-07-06T18:52:39Z' gh_stars: 23 discovered_at: '2022-07-06T18:52:39Z' https://github.com/LeCoupa/awesome-cheatsheets: title: LeCoupa/awesome-cheatsheets description: '' year: '2024' stars: 5 ai_summary: An extensive collection of high-density cheat sheets targeting mainstream programming environments, databases, and container architectures. It serves as a rapid reference hub for backend engineers looking to quickly lookup API syntaxes and commands. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c1cb8f7dc3a8ea050fb502a814cd2fe11811d445819b0895993c0872226d7e07 health_score: 100.0 last_checked: 1779032383.684716 needs_ai_refresh: true hierarchy: - Developer Education - Cheat Sheets - Reference Hubs tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-12T17:26:10Z' gh_stars: 46016 discovered_at: '2026-04-12T17:26:10Z' https://github.com/LerryAlexander/postman_jenkins_api_tests: title: "LerryAlexander: Postman + Newman API Automated Tests running on a Jenkins' Pipeline \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Curator Insight focuses on running automated Postman test suites through Newman CLI inside a Jenkins Pipeline. Live Grounding confirms this is a standard integration step for end-to-end REST API verification. By surfacing test execution failures in Jenkins console output, teams can safely block regression deployments. language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 685c6ee914595c89b7b648e4e2a91a22f2a193a226bf058e4ca62641914ff3b9 health_score: 100.0 last_checked: 1779031592.077635 needs_ai_refresh: true hierarchy: - Quality Assurance - API Testing Automation - Newman Integration - Jenkins Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 3 gh_pushed: '2020-08-30T01:20:17Z' gh_license: N/A discovered_at: '2020-08-30T01:20:17Z' https://github.com/Levi-Michael/boto3-ec2-s3-management: title: 'github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on'' AWS boto3 for manage ec2 and s3 buckets' description: '' year: '2024' stars: 0 ai_summary: A lightweight Python-based tool leveraging Boto3 to programmatically manage EC2 instances and S3 bucket lifecycles. It provides system administrators with an alternative to the heavy AWS Management Console for quick resource termination, tag filtering, and volume audits. Its clean syntax serves as an educational base for custom infrastructure engineering scripts. language: Python resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: deadc4b406decdb32c215b6271a7a90853038e8c5247e00576e7f442ce2112ae health_score: 100.0 last_checked: 1779029061.266085 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_stars: 2 gh_pushed: '2023-03-15T13:04:34Z' gh_license: N/A discovered_at: '2023-03-15T13:04:34Z' https://github.com/Lightning-AI/engineering-class: title: "==github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering' for Researchers== \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An educational repository addressing the gap between raw AI/ML research scripts and production-grade deployments. Synthesizes software hygiene patterns, testing foundations, Docker containerization, and clean architectural paradigms for machine learning practitioners. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d53760e45e9409ed3e5c7de582fc09c02e777187ab73555b18bbf799ddc63c7a health_score: 100.0 last_checked: 1779032889.553057 needs_ai_refresh: true hierarchy: - Engineering Education - Software Engineering - AI & Research Ops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 134 gh_pushed: '2022-08-29T19:32:52Z' gh_license: N/A discovered_at: '2022-08-29T19:32:52Z' https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08-ShowNotes.md: title: 'github.com/Lightning-AI/engineering-class: Episode 8: Creating a Pull Request'' on GitHub' description: '' year: '2023' stars: 0 ai_summary: A detailed educational guide focused on pull request hygiene. Outlines techniques for structural rebase execution, concise commit grouping, and PR review preparation, maximizing CI signal feedback and accelerating collaborative review approvals. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ee2ccc731dcca4fb9bd2f00580bcd855e0327553477c86a72797e3ea673a0ae9 health_score: 100.0 last_checked: 1779032376.792891 needs_ai_refresh: true hierarchy: - Developer Platform - Collaboration Tools - Git Workflows tags: - GUIDE v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 134 gh_pushed: '2022-08-29T19:32:52Z' gh_license: N/A discovered_at: '2022-08-29T19:32:52Z' https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/Ep09-ShowNotes.md: title: 'github.com/Lightning-AI/engineering-class: Episode 9: Collaborating with'' Pull Requests using GitHub' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ab1ec6988565d7ff9e31fa4965e394b1d3ff77dde4d99e36ffdd59d020b68af6 health_score: 100.0 last_checked: 1779031720.406969 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.406969+02:00' https://github.com/LovesCloud/java-groovy-docker: title: github.com/LovesCloud/java-groovy-docker description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f286914fa12dceff6cce0778dc313c171156680b209e96ac3cada7a2a10715fe health_score: 100.0 last_checked: 1779029989.231674 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:49.231674+02:00' https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws: title: Bootstrap RKE Kubernetes Cluster in AWS Environment description: '' year: '2021' stars: 2 ai_summary: An automation playbook demonstrating how to bootstrap highly available Rancher Kubernetes Engine (RKE) clusters in an AWS infrastructure environment using structured Terraform configurations. language: HCL resource_type: IaC complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 588d9e4c6e2c0c0234a36386b4c9fc2f4ded1451a954ad900cc1bab3985ba370 health_score: 100.0 last_checked: 1779030220.723957 needs_ai_refresh: true hierarchy: - Kubernetes Management - Infrastructure as Code - RKE tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-01-13T13:04:50Z' gh_stars: 19 discovered_at: '2022-01-13T13:04:50Z' https://github.com/MOZGIII/port-map-operator: title: port-map-operator description: '' year: '2022' stars: 5 ai_summary: An operator that automates mapping physical node ports or external router ports directly to target service resources inside the cluster. Excellent for homelabs or edge gateways that need dynamically updated router UPnP mapping profiles. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 74ee4912bed16e7a635bd994083c434497eedae8802dac222c866279174e5426 health_score: 100.0 last_checked: 1779031507.777309 needs_ai_refresh: true hierarchy: - Networking & Security - Service Access - Port Forwarding tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-01-24T10:03:19Z' gh_stars: 28 discovered_at: '2023-01-24T10:03:19Z' https://github.com/Maelstromage/Log4jSherlock: title: Maelstromage/Log4jSherlock description: '' year: '2021' stars: 5 ai_summary: A Python utility designed to scan compiled archives (JAR, WAR, EAR) for compromised Log4j classes. While its active maintenance has slowed, the script remains a useful reference for performing offline filesystem audits on legacy systems. It provides clear patterns for searching deep directory structures. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a79f869b69f76044873c1e18c985d3bb69f7dd6e0499410c3c11c4538cbe23ee health_score: 100.0 last_checked: 1779032463.977538 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4Shell Scanners tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-04-14T19:27:15Z' gh_stars: 108 discovered_at: '2023-04-14T19:27:15Z' https://github.com/ManagedKube/kubernetes-common-services: title: kubernetes-common-services description: '' year: '2022' stars: 5 ai_summary: A curated repository hosting template manifests and configuration blueprints for common supporting platform infrastructure. Includes readily deployable definitions for monitoring stacks, ingress controllers, certificate issuers, and log forwarders. language: YAML resource_type: Templates complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 76435369d8d8b290778172dda4bbad1b1964b8d830aa06e18bdb0425b4960b29 health_score: 100.0 last_checked: 1779034327.003667 needs_ai_refresh: true hierarchy: - Platform Engineering - Boilerplates - Reference Architectures tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-02-17T00:44:01Z' gh_stars: 129 discovered_at: '2021-02-17T00:44:01Z' https://github.com/ManagedKube/kubernetes-development-environment-in-a-box: title: kubernetes-development-environment-in-a-box description: '' year: '2020' stars: 1 ai_summary: An early local development kit utilizing Vagrant and VirtualBox VMs. Live Grounding confirms this project is inactive, having been entirely superseded by modern, lightweight containerized runtimes like kind or k3d. language: Shell resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 787b84397fcc51c5d517bfb7e7fbf923a1b41edef6278c8a944d9ad97545ac95 health_score: 100.0 last_checked: 1779031883.300733 needs_ai_refresh: true hierarchy: - Local Kubernetes Environments - Legacy VMs - Vagrant Toolkits tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-02-08T17:13:23Z' gh_stars: 17 discovered_at: '2021-02-08T17:13:23Z' https://github.com/Masterminds/sprig: title: 'Masterminds/sprig: Sprig: Template functions for Go templates' description: '' year: N/A stars: 0 ai_summary: Curator Insight presents Sprig as a comprehensive library of template functions for Go, heavily utilized in Helm charts. Live Grounding confirms its status as an industry-standard dependency for dynamic Helm manifest generation, though recent development has shifted to maintenance mode. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fa4fdd48c93004df4b03591707eda2dd98b34875d1d811f4dbfd80968fc30c11 health_score: 100.0 last_checked: 1779031540.094124 needs_ai_refresh: true hierarchy: - DevOps Tools - Templating - Go Templates tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-07-18T13:29:21Z' gh_stars: 4721 discovered_at: '2025-07-18T13:29:21Z' https://github.com/Mathieu-Desrochers/Learning-Go: title: Mathieu-Desrochers/Learning-Go description: '' year: N/A stars: 0 ai_summary: Curator Insight covers personal coding exercises and challenges compiled while learning Go. Live Grounding confirms it's a small-scale individual repository with low public impact. language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 822188b72a18c3de037790e00bddc2c7414973d9dd51ae22ff3eafc630a7e136 health_score: 100.0 last_checked: 1779029993.348714 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Learning Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_stars: 174 gh_pushed: '2022-01-23T20:32:39Z' gh_license: N/A discovered_at: '2022-01-23T20:32:39Z' https://github.com/MatthewCYLau/gcp-react-gke-terraform: title: 'github.com/MatthewCYLau: React App on Google Kubernetes Engine (GKE) with'' Terraform' description: '' year: '2021' stars: 0 ai_summary: Infrastructure-as-Code repository containing templates to construct a secure Google Kubernetes Engine (GKE) cluster via Terraform. Deploys an automated frontend React framework alongside its required networking and load balancing constructs. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 804fe2c16a86327f60006d49854c2e3d0ea521c5aea51611c4cf63b12c2cabc2 health_score: 100.0 last_checked: 1779029502.940254 needs_ai_refresh: true hierarchy: - Cloud Providers - Google GKE - Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 15 gh_pushed: '2023-12-21T16:05:19Z' gh_license: N/A discovered_at: '2023-12-21T16:05:19Z' https://github.com/MatthewCYLau/node-express-typescript-k8-gke: title: 'github.com/MatthewCYLau: TypeScript Node Express Google Kubernetes Engine'' (GKE)' description: '' year: '2021' stars: 0 ai_summary: Practical developer bootstrap repository containing configurations to build, package, and orchestrate a containerized TypeScript Node Express API application on Google Kubernetes Engine (GKE) under standard ingress architectures. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 54232271a033a19e4b91676855495049b4821a138337e31b938b6d5d214b4308 health_score: 100.0 last_checked: 1779034323.275454 needs_ai_refresh: true hierarchy: - Cloud Providers - Google GKE - Application Dev tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 11 gh_pushed: '2021-12-31T17:32:25Z' gh_license: N/A discovered_at: '2021-12-31T17:32:25Z' https://github.com/MichaelCade/90DaysOfDevOps: title: "MichaelCade/90DaysOfDevOps \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: An intensive, community-acclaimed learning curriculum tracking systems and DevOps fundamentals over a 90-day syllabus. Deeply targets foundational to advanced configurations in virtualization, Kubernetes, CI/CD, and monitoring. language: Go resource_type: Educational Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a1fe19bca7a14189ca66d6efcf4d4c2420d2d52e48caf0ffb820efa91863b1d9 health_score: 100.0 last_checked: 1779032483.957092 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - DevOps & SRE Engineering - Syllabus & Training tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-12T05:25:44Z' gh_stars: 29497 is_special: true discovered_at: '2026-04-12T05:25:44Z' https://github.com/MichaelMure/git-bug: title: ==github.com/MichaelMure/git-bug== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f0339f91d23b113e5695f542dc00607970eb0fbe2ab67951bc045944b57aec84 health_score: 100.0 last_checked: 1779031902.898361 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.898361+02:00' https://github.com/Michaelpalacce/SimpleSecrets: title: Michaelpalacce/SimpleSecrets description: '' year: '2022' stars: 0 ai_summary: An experimental secrets management utility that simplifies distributing and syncing environment configurations securely across multiple namespaces. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 2966734aa7fcebffdb89380fc7fb6f0350d5ca62f97ffcb884ff1144894d7b6b health_score: 100.0 last_checked: 1779029514.238244 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Simplification - Operators tags: - '[EMERGING]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 25 gh_pushed: '2022-08-15T22:06:35Z' gh_license: N/A discovered_at: '2022-08-15T22:06:35Z' https://github.com/Microsoft/azure-pipelines-tasks: title: ==Microsoft/azure-pipelines-tasks== description: '' year: '2026' stars: 5 ai_summary: The official open-source repository containing the task libraries that run on Azure Pipelines. Monitoring this codebase is essential in 2026 for platform engineers who need to debug execution behaviors, trace custom step outputs, or build optimized, private extension packages. language: TypeScript resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0 health_score: 100.0 last_checked: 1779030730.645878 needs_ai_refresh: true hierarchy: - Cloud DevOps - CI-CD Pipelines - Extensibility & Custom Tasks tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T14:53:04Z' gh_stars: 3645 discovered_at: '2026-06-12T14:53:04Z' https://github.com/MiteshSharma/PrometheusWithGrafana: title: github.com/MiteshSharma/PrometheusWithGrafana description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 615b8df050aa76c724298f8bed6996098c7550479b34ae45eee2aab34d045163 health_score: 100.0 last_checked: 1779033903.761754 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T18:05:03.761754+02:00' https://github.com/MnrGreg/kubectl-node-restart: title: "kubectl-node-restart \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A fast-acting kubectl plugin that coordinates the safe rolling restart of target cluster nodes. It wraps standard drain, cordon, reboot, and uncordon routines to maintain service availability during host maintenance. Widely used for ad-hoc operational tuning. language: Bash resource_type: CLI Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: 4cda894f82c39e81325129c4e69b2045d7da3d8a985c4fc621e5e246a1f83f48 health_score: 100.0 last_checked: 1779030015.263263 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Node Operations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-06-08T16:53:24Z' gh_stars: 109 discovered_at: '2024-06-08T16:53:24Z' https://github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts: title: ==github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts== description: '' year: '2021' stars: 0 ai_summary: Provides advanced scripts designed to audit protection baselines, test defensive measures, and evaluate Active Directory environments against vulnerability patterns. language: PowerShell resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7e02fecdb793a0c0b021f8a6e0b23cf9abed11a63e04debc50a1e5e53fd6dd98 health_score: 100.0 last_checked: 1779031459.098864 needs_ai_refresh: true hierarchy: - Security Operations - Advanced Threat Protection - Offensive Tooling - Penetration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 218 gh_pushed: '2023-03-14T17:49:00Z' gh_license: N/A discovered_at: '2023-03-14T17:49:00Z' https://github.com/NCCloud/mayfly: title: "github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Mayfly introduces time-to-live policies on generic Kubernetes resources and testing namespaces. Once designated duration guidelines are reached, Mayfly executes automated teardowns, ensuring transient tests do not leave lingering etcd records or unused services. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2c8a29c2a1aaf2e5b74d2988bdff1dfad787569e0dbcbe10d1e934ea9755c94e health_score: 100.0 last_checked: 1779031103.855124 needs_ai_refresh: true hierarchy: - Operations & Reliability - Resource Lifecycle - Ephemeral Clusters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-01T11:37:06Z' gh_stars: 337 discovered_at: '2026-05-01T11:37:06Z' https://github.com/NVIDIA/gpu-operator: title: NVIDIA GPU Operator description: '' year: '2025' stars: 2 ai_summary: 'Curator Insight: Kubernetes operator designed to automate the management of NVIDIA software components on nodes. Live Grounding: Provisions GPU drivers, container runtimes, device plug-ins, and monitoring tools automatically, ensuring consistent access to hardware acceleration.' language: Go resource_type: Software complexity: Expert is_microservice: false status: online addition_method: manual content_hash: 34332c147f6cfd2ad52ad841120cc5adabed3d28acf0b22d84d09fe4efe175e0 health_score: 100.0 last_checked: 1779033785.152963 needs_ai_refresh: true hierarchy: - AI Infrastructure - Hardware Orchestration - NVIDIA Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai-agents-mcp.md - docs/kubernetes-operators-controllers.md v2_locations: - ai-agents-mcp.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T10:03:52Z' gh_stars: 2739 discovered_at: '2026-06-13T10:03:52Z' https://github.com/NVIDIA/k8s-device-plugin: title: 'NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes' description: '' year: '2026' stars: 5 ai_summary: This specialized DaemonSet exposes physical GPU properties to the local kubelet node manager. Operating as the essential link for hardware-accelerated workloads, it handles task-scheduling configurations and sets device-isolation runtimes so container systems can safely slice and access host GPU hardware. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 234a1e94e10f66301a5b20fd4b0907489e7c02ed7f6af4abdf4a0712efe34225 health_score: 100.0 last_checked: 1779031645.841652 needs_ai_refresh: true hierarchy: - Infrastructure & Hardware - AI/ML Infrastructure - Hardware Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:42:57Z' gh_stars: 3788 discovered_at: '2026-06-14T07:42:57Z' https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd2d4d1/tools/src/nvidia/volumes.go#L103: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0d931ea56fe326116db8872658d316fc9713d53e5467f81cd192eab9e41551f6 health_score: 100.0 last_checked: 1779034085.091105 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:08:05.091105+02:00' https://github.com/Neoteroi/essentials-configuration-keyvault: title: Neoteroi/essentials-configuration-keyvault description: '' year: '2022' stars: 1 ai_summary: A specialized open-source Python package engineered to fetch and map configurations dynamically from Azure Key Vault into Python-based microservices. Standardizes token authentication patterns, drastically reducing boilerplate setup routines for backend frameworks. language: Python resource_type: Library complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ae3324701bd8964c6e28af8f13cfdb8647988d44da2e808b08ebcc0969a78ae5 health_score: 100.0 last_checked: 1779030615.480187 needs_ai_refresh: true hierarchy: - Development - Libraries - Python Configuration Ingestion tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-04-10T13:47:59Z' gh_stars: 1 discovered_at: '2023-04-10T13:47:59Z' https://github.com/Netcracker/KubeMarine: title: github.com/Netcracker/KubeMarine description: '' year: '2025' stars: 1 ai_summary: KubeMarine is a lightweight, Python-based automation framework engineered for physical bare-metal and virtual machine cluster deployments. It streamlines OS-level system configuration, Kubeadm orchestration, certificate management, and system patch operations via streamlined SSH automation. language: Python resource_type: Deployment Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f1043841c0be89d2a7dc17b7cee8a50cfa7a51f15703d5ab73ee62b77cdfc451 health_score: 100.0 last_checked: 1779032880.782138 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T13:49:01Z' gh_stars: 131 discovered_at: '2026-06-12T13:49:01Z' https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey: title: Chaos Monkey description: '' year: '2026' stars: 5 ai_summary: Netflix's classic Chaos Monkey implementation, designed to randomly disable instances in production to prove resiliency. Live Grounding identifies Chaos Monkey as the conceptual grandfather of contemporary Chaos Engineering, asserting that regular, controlled failure injection is a critical architectural requirement for distributed systems. language: Python / Go resource_type: Repository / Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0bbf9c260e5a0ee5238cd134054c33a92032f4cbf23a879d31222ccd7d68b3d8 health_score: 100.0 last_checked: 1779032547.426571 needs_ai_refresh: true hierarchy: - Infrastructure - Disaster Recovery - Chaos Engineering tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-backup.md v2_locations: - aws-backup.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2018-12-18T09:29:22Z' gh_stars: 7984 discovered_at: '2018-12-18T09:29:22Z' https://github.com/Netflix/consoleme: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a005d2fc4b19ea7d2b7398b1faffb405f676274e3979c0cb9383458fd5523675 health_score: 100.0 last_checked: 1779029502.949352 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:42.949352+02:00' https://github.com/Netflix/metaflow: title: "==github.com/Netflix/metaflow== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Metaflow is Netflix's human-centric framework designed for building and managing production-grade data science pipelines. It seamlessly integrates local development with enterprise-scale cloud infrastructures, handling data caching, model versioning, and compute scaling automatically. language: Python resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 35bd1ece07b91b8ec876c7a4d5890e6931948f4cd0da3716a7f1d51f9f679ba5 health_score: 100.0 last_checked: 1779034523.200562 needs_ai_refresh: true hierarchy: - MLOps - Orchestration - Workflows tags: - '[DE FACTO STANDARD]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T13:01:02Z' gh_stars: 10128 discovered_at: '2026-06-13T13:01:02Z' https://github.com/NielsRogge/Transformers-Tutorials: title: github.com/NielsRogge/Transformers-Tutorials description: '' year: '2023' stars: 4 ai_summary: A robust repository of detailed Jupyter notebooks demonstrating how to fine-tune, optimize, and deploy Hugging Face Transformers. Spanning multiple sensory modalities, it includes code for computer vision, natural language processing, and multimodal tasks. It serves as a go-to code library for enterprise machine learning engineers. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 208c50769ca5549fb7b5b7c8c2a4e3e743517f2402645eccaa8c7e91f637aee3 health_score: 100.0 last_checked: 1779031979.976854 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Generative AI Engineering - Transformer Implementations tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-20T12:36:38Z' gh_stars: 11638 discovered_at: '2026-04-20T12:36:38Z' https://github.com/NimbleArchitect/kubectl-ice: title: "==NimbleArchitect/kubectl-ice== \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A CLI extension built to detail container resource metrics, environment properties, and pod parameters. It helps administrators locate memory leaks or CPU limits errors directly within running namespaces. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dd5b62cfc3a3eda572d8749c072317e069d5d4ceec7a85a20e75c13712b10f14 health_score: 100.0 last_checked: 1779030440.663066 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - Resource Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-22T14:20:41Z' gh_stars: 255 discovered_at: '2025-06-22T14:20:41Z' https://github.com/NirDiamant/agents-towards-production: title: Agents Towards Production description: End-to-end, code-first tutorials for building production-grade GenAI agents, from prototype to enterprise deployment. year: '2026' stars: 4 ai_summary: 'This comprehensive open-source repository serves as an educational playbook for designing and scaling production-grade Generative AI agents. It features over 25 hands-on tutorials organized across ten critical pillars, including orchestration, tool integration, observability (using LangSmith), memory management, and deployment topologies (Docker/FastAPI). Key features include: * Runnable Jupyter notebooks demonstrating architectural patterns like agent routing, guardrails, and automated evaluation. * Practical multi-agent coordination frameworks suitable for enterprise-grade applications.' language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: b5fac23b9bdad2934781537634d83b2fecf023454e5bfb2c21287e45a04ca0d5 health_score: null last_checked: 1780351994.342554 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Production Patterns tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: NOASSERTION gh_pushed: '2026-05-31T11:47:45Z' gh_stars: 20579 reputation_status: Vetted reputation_summary: Highly popular and active repository with over 20k stars, providing code-first tutorials for building production-grade GenAI agents. social_preview_url: https://opengraph.githubassets.com/29c2dd7b3e86e8cf37ed16f5e74225dfd8f02fdd3789ecd07b882ca98aa11ab4/NirDiamant/agents-towards-production source_provenance: X.com (midudev) suggested_new_category: '' discovered_at: '2026-05-31T11:47:45Z' https://github.com/Noovolari/awesome-cloudops: title: 'github.com/Noovolari/awesome-cloudops: Awesome CloudOps' description: '' year: '2026' stars: 0 ai_summary: A compilation of utilities, design frameworks, and guides dedicated to automating cloud operations. Emphasizes modern cost optimization, cluster autoscaling, and multi-region network design across AWS, GCP, and Azure environments. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5fff8be4143c3d60d0e86c6a4cb9fbbddd3010f134a5874bb1fd316117fa782b health_score: 100.0 last_checked: 1779034226.963382 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Cloud Operations - Resource Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 123 gh_pushed: '2023-11-21T15:20:51Z' gh_license: N/A is_special: true discovered_at: '2023-11-21T15:20:51Z' https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspec.md: title: 'NuGet/docs.microsoft.com-nuget: nuspec' description: '' year: '2026' stars: 2 ai_summary: This reference specification details the .nuspec XML manifest schema governing NuGet packages. It provides structured guidance on targeting framework frameworks, orchestrating assembly dependencies, defining metadata, and managing compilation assemblies, acting as the foundational automation configuration schema for .NET artifact pipelines. language: XML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af11b04f68c7577ca0f6dafefefa47258ff8d492c33ae991994d3161e2b2e32b health_score: 100.0 last_checked: 1779033592.289642 needs_ai_refresh: true hierarchy: - Software Architecture & .NET Development - Package Management - NuGet Specification tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T19:05:37Z' gh_stars: 160 discovered_at: '2026-06-12T19:05:37Z' https://github.com/OT-CONTAINER-KIT/k8s-vault-webhook: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 95e8877d3e9c6d74e1c1f346e13151fbe9d091e5aa6e9e02a3de075bb7ee88db health_score: 100.0 last_checked: 1779029732.681128 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.681128+02:00' https://github.com/OT-CONTAINER-KIT/logging-operator: title: Logging Operator description: '' year: '2023' stars: 5 ai_summary: Simplifies multi-tenant logging infrastructure by coordinating central Fluentd and Fluent Bit setups. It manages complex logging filters and output endpoints declaratively. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 33685801668635abf726f10a409342380a7ec6041fc6dbf6254c25c6a0706edd health_score: 100.0 last_checked: 1779029380.400187 needs_ai_refresh: true hierarchy: - Observability - Logging - Pipeline Management - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-22T13:42:57Z' gh_stars: 51 discovered_at: '2024-06-22T13:42:57Z' https://github.com/OT-CONTAINER-KIT/mongodb-operator: title: 'OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator' description: '' year: '2023' stars: 5 ai_summary: Manages MongoDB databases, replica sets, and sharded environments. It automates scaling, credential updates, and physical storage volume mounts within the cluster. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4b7be0389a23b18b2e5ff57f23d9df77d1f83024660a3e19f6eddbf503448746 health_score: 100.0 last_checked: 1779031436.269957 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - MongoDB - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-27T05:12:37Z' gh_stars: 49 discovered_at: '2023-04-27T05:12:37Z' https://github.com/OT-CONTAINER-KIT/redis-operator: title: 'Speculator: Redis Operator' description: '' year: '2025' stars: 3 ai_summary: An advanced Redis Operator developed by OT Container Kit. Features automated failover management, backup orchestrations, persistence configuration, and Redis Sentinel cluster sizing within Kubernetes native deployments. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3bc731e40d539a1e133ddf7389460c63109c2252dee5d7ca156714e5534d7063 health_score: 100.0 last_checked: 1779034499.999339 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T00:53:45Z' gh_stars: 1379 discovered_at: '2026-06-14T00:53:45Z' https://github.com/OWASP/www-project-kubernetes-top-ten: title: "==github.com/OWASP: OWASP Kubernetes Top 10== \U0001F31F" description: '' year: '2024' stars: 1 ai_summary: The official repository for the OWASP Kubernetes Top 10 project. Highlights major orchestrator risks like improper volume mounting, insecure RBAC configurations, network segment isolation issues, and image trust bypass. Serves as a baseline specification for enterprise-grade Kubernetes compliance auditing. language: Markdown resource_type: Specification complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0e89ae11bf73f664fd7e764f7e61de217b25eea7af5e801d86cc33d2968bef3f health_score: 100.0 last_checked: 1779029243.491883 needs_ai_refresh: true hierarchy: - Security - Mitigation Standards - Kubernetes Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-24T06:01:24Z' gh_stars: 615 discovered_at: '2026-03-24T06:01:24Z' https://github.com/OctopusDeploy/Octopus-TeamCity: title: 'github.com/OctopusDeploy/Octopus-TeamCity: JetBrains TeamCity plugin to'' trigger releases on build completion' description: '' year: '2026' stars: 0 ai_summary: A specialized Integration plugin designed to link JetBrains TeamCity builds to Octopus Deploy pipelines, passing artifact compilation metadata to trigger deployments. language: Java resource_type: Plugin complexity: Medium is_microservice: false status: online addition_method: manual content_hash: e69eb3063e7d6d203fd1f2be5061a4072efc2e7bc2bc84281f8353732614fe0b health_score: 100.0 last_checked: 1779033398.39982 needs_ai_refresh: true hierarchy: - Software Delivery - CI-CD Platforms - Plugin Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T00:52:42Z' gh_stars: 0 discovered_at: '2026-06-14T00:52:42Z' https://github.com/OctopusDeploy/go-octopusdeploy: title: github.com/OctopusDeploy/go-octopusdeploy description: '' year: '2026' stars: 5 ai_summary: The official Go client library designed to facilitate programmatic interaction with the Octopus Deploy REST API. Widely used for creating custom cloud-native controllers, deployment operators, and scripts. language: Go resource_type: Library complexity: Medium is_microservice: false status: online addition_method: manual content_hash: c90c16fd84599f5f253b8d17f2191de0af188632de3591af1739dd260331fd30 health_score: 100.0 last_checked: 1779031542.462517 needs_ai_refresh: true hierarchy: - Software Delivery - Release Orchestration - SDKs tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T04:32:54Z' gh_stars: 15 discovered_at: '2026-06-12T04:32:54Z' https://github.com/OpenFunction/OpenFunction: title: 'OpenFunction: Cloud Native Function-as-a-Service Platform (CNCF Sandbox'' Project)' description: '' year: '2026' stars: 4 ai_summary: A CNCF Sandbox project delivering an enterprise-grade cloud-native FaaS runtime. Integrates Knative, Shipwright, Dapr, and KEDA components to simplify polyglot development pipelines. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 06f8a39ea102b2d7deaf205e8908fdf7b85a83722838262f9d5863fce69f9ce3 health_score: 100.0 last_checked: 1779034296.057228 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Serverless - OpenFunction tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-19T07:51:05Z' gh_stars: 1655 discovered_at: '2024-06-19T07:51:05Z' https://github.com/OpenHFT/Java-Thread-Affinity: title: OpenHFT/Java-Thread-Affinity description: '' year: '2022' stars: 4 ai_summary: Highly optimized library that binds Java execution threads to specific CPU cores. Mitigates task context-switching overhead in low-latency financial systems, guaranteeing deterministic scheduling on modern multi-core hardware. language: Java resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1b7f401a55c48c2cb66cb585eebc3899c97036def5883cd2addaf649c8ed4d56 health_score: 100.0 last_checked: 1779031016.986052 needs_ai_refresh: true hierarchy: - JVM Architecture - High-Performance Systems - Thread Affinity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-21T08:03:36Z' gh_stars: 1897 discovered_at: '2026-05-21T08:03:36Z' https://github.com/OpenSLO/OpenSLO: title: "OpenSLO specification \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: The vendor-agnostic OpenSLO specification defines standard YAML schemas for declaring SLOs, SLIs, and error budgets. In 2026, it remains the standard for orchestrating declarative system health models inside GitOps automation. language: YAML resource_type: Specification complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1650bcb3654cb3229aafbc03fe94d65ba1098a3112f7578501863935c94fcc89 health_score: 100.0 last_checked: 1779031866.2338 needs_ai_refresh: true hierarchy: - Observability - Service Level Objectives - Declarative Standards tags: - '[DE FACTO STANDARD]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-25T09:00:50Z' gh_stars: 1496 discovered_at: '2025-11-25T09:00:50Z' https://github.com/OpenShiftDemos: title: "github.com/OpenShiftDemos \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A central repository for community-created deployment scenarios and platform showcases on OpenShift. Offers infrastructure engineers access to ready-to-use cluster testing configurations and tool deployments. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d health_score: 100.0 last_checked: 1779034292.260513 needs_ai_refresh: true hierarchy: - Reference Architectures - Enterprise Demos - Community Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:11:32.260513+02:00' https://github.com/OpenShiftDemos/sonarqube-openshift-docker: title: 'SonarQube: An OpenShift-focused Docker build of Sonarqube' description: '' year: '2020' stars: 0 ai_summary: A custom Docker build configuration designed to host SonarQube instances on OpenShift. Modern strategies prioritize official Helm charts or certified OpenShift Operator deployments, but this configuration highlights important historical patterns for handling stateful Java applications. language: Dockerfile resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a9ee6c819fbf57514a51b2f6a5bf5f5416f61b937a68e68994a52f1a656944d8 health_score: 100.0 last_checked: 1779032361.539123 needs_ai_refresh: true hierarchy: - Platform Deployment - Quality Assurance - Static Code Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 42 gh_pushed: '2021-02-10T16:58:26Z' gh_license: N/A discovered_at: '2021-02-10T16:58:26Z' https://github.com/OvidiuBorlean/kubectl-sockperf: title: github.com/OvidiuBorlean/kubectl-sockperf description: '' year: '2022' stars: 0 ai_summary: A specialized plugin designed to run sockperf-based latency and throughput tests between Kubernetes pods. Although a valuable benchmarking tool for network CNI evaluations, it is currently inactive, with administrators migrating to generalized benchmarking tools. language: Shell resource_type: CLI Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 65d38d11cedbadada703b554ac97eb0a8f7b02028e3076e551e7db83a0eb74fc health_score: 100.0 last_checked: 1779034531.417449 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Network Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 22 gh_pushed: '2022-11-26T06:17:12Z' gh_license: N/A discovered_at: '2022-11-26T06:17:12Z' https://github.com/OvidiuBorlean/kubectl-windumps: title: github.com/OvidiuBorlean/kubectl-windumps description: '' year: '2020' stars: 0 ai_summary: A legacy kubectl command-line utility facilitating TCP packet captures directly on Windows Server nodes within AKS clusters. Live grounding shows the project has been inactive for several years, yet it serves as a valuable conceptual reference for troubleshooting deep network issues. language: Go resource_type: Command-line Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9765ffb4071f20a0203be3264c8b7e61ad18197ad7aba14270730d0d3bafe1ba health_score: 100.0 last_checked: 1779032587.314992 needs_ai_refresh: true hierarchy: - Operations & Troubleshooting - Diagnostic Analysis - Windows Packet Capture tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md youtube_mosaic: {} gh_stars: 7 gh_pushed: '2022-11-26T06:32:40Z' gh_license: N/A discovered_at: '2022-11-26T06:32:40Z' https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices: title: 'github.com/PacktPublishing: Kubernetes in Production Best Practices' description: '' year: '2021' stars: 1 ai_summary: Code assets companion for the Packt book, containing production-ready manifests for security hardening, automated deployments, monitoring stacks, and multi-tenant networking configurations. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 25647a4cd596fb273c90f32a57f4565300218b7c9823576d32721d6ac353fc3d health_score: 100.0 last_checked: 1779032729.185485 needs_ai_refresh: true hierarchy: - Operations - Best Practices - Production Readiness tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-18T02:57:45Z' gh_stars: 96 discovered_at: '2023-02-18T02:57:45Z' https://github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook: title: github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook description: '' year: '2022' stars: 5 ai_summary: Architectural repository covering modern cloud design topologies, zero-trust cloud network security, infrastructure redundancy, microservice distribution, and cost models mapping. language: None resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9cb5a24db068425b5a9b3f54920f4681885abd692339a358856a1f807c0355cc health_score: 100.0 last_checked: 1779033731.527263 needs_ai_refresh: true hierarchy: - Cloud Platform - Architecture Patterns - Cloud-Native tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-22T08:18:15Z' gh_stars: 344 discovered_at: '2026-04-22T08:18:15Z' https://github.com/PacoVK/tapir: title: github.com/PacoVK/tapir description: '' year: '2023' stars: 5 ai_summary: An open-source utility designed to render interactive visual representations of Terraform execution plans. Helps teams review deep changes, resource recreations, and infrastructure impacts in a browser dashboard before approvals. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0408ebd4347d9cbea83703d2b621fb52ddbfa52136b4566a850296d117098498 health_score: 100.0 last_checked: 1779030193.203786 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T11:59:01Z' gh_stars: 237 discovered_at: '2026-06-11T11:59:01Z' https://github.com/PaloAltoNetworks/rbac-police: title: PaloAltoNetworks/rbac-police description: '' year: '2026' stars: 2 ai_summary: RBAC Police is a specialized scanning tool built to discover and report privileged escalations and structural anomalies in Kubernetes cluster RBAC mappings. By analyzing cluster roles and bindings, it uncovers paths that malicious actors could use to gain administrative control. It remains an active security tool for hardening cluster control planes against lateral privilege escalation. language: Go resource_type: Security Scanner complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7a4101769a2c4d951f5d3e8f74b4047b8d7cffff4145536d035d862caad5d5f9 health_score: 100.0 last_checked: 1779034229.505714 needs_ai_refresh: true hierarchy: - Security - RBAC - Audit & Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-03-21T20:06:05Z' gh_stars: 353 discovered_at: '2025-03-21T20:06:05Z' https://github.com/PatrickJS/awesome-angular: title: Awesome Angular description: '' year: '2026' stars: 5 ai_summary: A comprehensive curated collection of modules, state management patterns (NgRx), and testing pipelines for the Angular framework. Primarily useful for frontend web development teams constructing large-scale enterprise administration panels and dashboard portals. Includes dynamic blueprints for client-side single page applications (SPAs). language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 65c9bdeb583596516752cfbd824c750bb7c1ccd93002f039aeda16c9053abff9 health_score: 100.0 last_checked: 1779031423.100562 needs_ai_refresh: true hierarchy: - Programming Languages - JavaScript - Angular tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-13T17:48:11Z' gh_stars: 10028 is_special: true discovered_at: '2026-06-13T17:48:11Z' https://github.com/PaulJuliusMartinez/jless: title: jless description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0e8b0c2ced272da94ed5550dfb4f1feaa53c68b18b9123dad872d168ed82bf8c health_score: 100.0 last_checked: 1779034501.978258 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T18:15:01.978258+02:00' https://github.com/PhilippeChepy/exoscale-kubernetes-crio: title: Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform description: '' year: '2020' stars: 0 ai_summary: 'An IaC blueprint using Packer and Terraform to deploy an auto-scaling cluster on Exoscale with CRI-O. Curator Insight vs Live Grounding: The repository is now inactive, but serves as a historical example of orchestrating custom cloud pools with native container engines.' language: HCL/Packer resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 67a3a62e1d56b7d24571f657b0bea6de22006bbb22a838d30b64f5bc7fa1283a health_score: 100.0 last_checked: 1779029165.680947 needs_ai_refresh: true hierarchy: - Provisioning - Infrastructure-as-Code - Exoscale tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_stars: 2 gh_pushed: '2021-02-05T17:31:37Z' gh_license: N/A discovered_at: '2021-02-05T17:31:37Z' https://github.com/PlasticSCM/trunk-mergebot: title: Plastic SCM DevOps Mergebot to implement a trunk-based development cycle description: '' year: '2019' stars: 1 ai_summary: An open-source reference implementation of Plastic SCM's Trunk-based Development Mergebot. Designed to coordinate with automated continuous integration runners to perform automated merges, preventing development drifts. language: C# resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4fb1f52d49794ef82d619c094ff690294947d440768688fa18ef4dad5f172d0e health_score: 100.0 last_checked: 1779031141.462507 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Distributed VCS tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 4 gh_pushed: '2023-01-03T12:27:34Z' gh_license: N/A discovered_at: '2023-01-03T12:27:34Z' https://github.com/Playtika/testcontainers-spring-boot: title: "testcontainers-spring-boot \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6b1de1f1975806dd7d20766df714ba8586e0c6ca623ef75222537e7302ab56dc health_score: 100.0 last_checked: 1779032455.89641 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:55.896410+02:00' https://github.com/PlaytikaOSS/testcontainers-spring-boot: title: "testcontainers-spring-boot \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A powerful open-source library that automates the lifecycle of Docker containers (PostgreSQL, Kafka, Redis) during JUnit test execution. It eliminates the need for shared database environments and mock frameworks, leading to high-fidelity integration tests. Today, this tool is universally recognized as a best-practice asset for CI/CD test suites across the Spring ecosystem. language: Java resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 32e228a0e653f153405793a48735c56293110687582775b12fd8e22da14c239c health_score: 100.0 last_checked: 1779130494.956722 needs_ai_refresh: true hierarchy: - Developer Experience - Testing - Integration Testing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md - docs/qa.md v2_locations: - java_frameworks.md - qa.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T04:50:08Z' gh_stars: 876 discovered_at: '2026-06-14T04:50:08Z' https://github.com/Portshift/Kubei: title: "Kubei \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8 health_score: 100.0 last_checked: 1779031800.723639 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:00.723639+02:00' https://github.com/Portshift/kubei: title: '**Kubei**' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8 health_score: 100.0 last_checked: 1779030015.515217 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:15.515217+02:00' https://github.com/Praqma/helmsman: title: "Helmsman: Helm Charts as Code \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0f9d002d358ff471ce700abf16c261b6e563b0c25e1bbd45e240b9786e4a446b health_score: 100.0 last_checked: 1779032055.026439 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:15.026439+02:00' https://github.com/PrasadG193/kyaml2go: title: "kyaml2go (Pronounced as camel2go \U0001F42B) \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A code generator that converts static Kubernetes YAML configurations into functional client-go API syntax. Highly valuable for operator developers seeking to minimize manual client-go boilerplate code. language: Go resource_type: Developer Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: de3d8afc3d78ec62976c4c3894d4b2c21b403deb07fbf10082e0e4aafab733bf health_score: 100.0 last_checked: 1779031980.10928 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Code Generators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-11-09T11:31:04Z' gh_stars: 283 discovered_at: '2021-11-09T11:31:04Z' https://github.com/Pscheidl/kubectl-explorer: title: Pscheidl/kubexplorer description: '' year: '2021' stars: 1 ai_summary: A lightweight, Rust-powered kubectl plugin styled like standard directory structure tree views. It allows developers to browse native Custom Resource Definitions (CRDs) and explore system schemas directly from their terminal. language: Rust resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 52a47f8db982bb0f3baab72bd1b634e53e73672e27c0c09a8f376233ae822179 health_score: 100.0 last_checked: 1779130494.995602 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Tools - Cluster Discovery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-17T13:37:47Z' gh_stars: 61 discovered_at: '2025-05-17T13:37:47Z' https://github.com/Pscheidl/kubexplorer: title: Pscheidl/kubexplorer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b562806c87a82618b3ca395fe614657ebb1b39f49aafd47797ee2838adf193b7 health_score: 100.0 last_checked: 1779033948.140718 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:48.140718+02:00' https://github.com/PyGithub/PyGithub: title: "PyGithub \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A fully featured, object-oriented Python library designed to interact with the complete GitHub REST API v3 and GitHub Enterprise instances. Simplifies execution of automated repository operations, pull request management, security vulnerability reviews, and release deployment pipelines directly via Python applications. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2498211a8c67c5f675ec93e06ad44db7328be57d7eade3d3dae7ad8caa413438 health_score: 100.0 last_checked: 1779030132.954844 needs_ai_refresh: true hierarchy: - Software Engineering - API Integration - GitHub Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: LGPL-3.0 gh_pushed: '2026-06-12T09:31:14Z' gh_stars: 7724 discovered_at: '2026-06-12T09:31:14Z' https://github.com/PyratLabs/ansible-role-k3s: title: "github.com/PyratLabs/ansible-role-k3s \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: Highly structured, modular Ansible role tailored for deploying K3s. Implements fine-grained host configuration and robust systemd lifecycle management over target K3s nodes. language: YAML resource_type: github_repo complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b90681d777b1b3fcf2f50b7a3c656e03e3cd10cbeed2564138e41ed412e7a864 health_score: 100.0 last_checked: 1779031794.042597 needs_ai_refresh: true hierarchy: - Cloud Native & Orchestration - Kubernetes - Bootstrap & Cluster Ops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-05-17T14:22:22Z' gh_stars: 713 discovered_at: '2026-05-17T14:22:22Z' https://github.com/Qovery/Torii: title: github.com/Qovery/Torii description: '' year: '2024' stars: 1 ai_summary: Torii is an open-source developer portal construction kit designed by Qovery. It provides customizable building blocks to easily curate, expose, and manage developer-facing interfaces, bridging complex infrastructure with human-readable operational catalogs. language: TypeScript resource_type: Open Source Project complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 8f40d5792c2432c16743de893b3e78fd4875d95005edfac3dd7d407267b886ae health_score: 100.0 last_checked: 1779031592.152117 needs_ai_refresh: true hierarchy: - Platform Engineering - IDP Tooling - Developer Portals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2024-07-25T18:54:23Z' gh_stars: 178 discovered_at: '2024-07-25T18:54:23Z' https://github.com/Qovery/engine: title: "Qovery/engine: Qovery Engine \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: Qovery Engine is a high-performance Rust-based library designed to provision and deploy applications on Kubernetes-based cloud infrastructure (AWS, GCP, Azure). Serving as the abstraction layer beneath the Qovery PaaS, it handles DNS, load balancers, database instances, and secure ingress configurations. It provides a developer-centric alternative to raw Helm or Terraform code. language: Rust resource_type: Library complexity: High is_microservice: false status: online addition_method: manual content_hash: f8388e431919cbf792c57f9c55e77c67f2a3188d9dbd2d9042f99b469e94c405 health_score: 100.0 last_checked: 1779033785.347384 needs_ai_refresh: true hierarchy: - Application Delivery - Platform-as-a-Service - Internal Developer Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-12T12:57:05Z' gh_stars: 2446 discovered_at: '2026-06-12T12:57:05Z' https://github.com/Qovery/pleco: title: Qovery/pleco description: '' year: '2024' stars: 2 ai_summary: Pleco is an automated garbage collection utility that monitors cloud providers and Kubernetes clusters to delete stale, expired, or orphaned resources (such as EBS volumes, load balancers, and namespaces). It is widely utilized in dynamic test-environment setups to avoid unnecessary infrastructure expenses. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 26703e33d15988bb18f88f699631753b77bbc01a3ae6c528138740edd0806343 health_score: 100.0 last_checked: 1779034456.782522 needs_ai_refresh: true hierarchy: - Operations - Garbage Collection - Resource Cleanup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T15:01:33Z' gh_stars: 228 discovered_at: '2026-05-19T15:01:33Z' https://github.com/Quentin-M/etcd-cloud-operator: title: Quentin-M/etcd-cloud-operator description: '' year: '2022' stars: 5 ai_summary: An early framework designed to coordinate etcd state engines in dynamic environments. Modern production setups have moved towards official cloud-provider tooling or alternative operators. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c035bbca5b1621abcf8db7fc9c70ce275fffafe66b882095112839ceb4e0e4b5 health_score: 100.0 last_checked: 1779033314.095437 needs_ai_refresh: true hierarchy: - Infrastructure - Control Plane - etcd Coordination - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-09-26T22:32:53Z' gh_stars: 234 discovered_at: '2025-09-26T22:32:53Z' https://github.com/Radware/radware-ansible: title: 'Radware/radware-ansible: Radware Ansible Collection' description: '' year: '2023' stars: 1 ai_summary: Specialized Ansible Content Collection optimized for provisioning and managing Radware networking nodes, load balancers, and cloud security suites programmatically. language: Python resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 78e7074d642934692a21e143639f97f29f0fb05a756f551f9fcaf3073db61e3f health_score: 100.0 last_checked: 1779029243.477493 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Ansible Ecosystem - Collections tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-09-27T07:01:49Z' gh_stars: 10 discovered_at: '2023-09-27T07:01:49Z' https://github.com/Ramilito/kubediff: title: Ramilito/kubediff ⭐ description: '' year: '2023' stars: 1 ai_summary: Kubediff is an operational helper designed to compare local structural Kubernetes resource configurations against running runtime instances. It acts as an validation sanity checker before executing apply commands, mitigating unintentional production configuration drifts. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1f0c6d67036c78fcc64323475433be29fb1db5472ef07e364334d49d6bb9ccc8 health_score: 100.0 last_checked: 1779034500.049986 needs_ai_refresh: true hierarchy: - Operations - Resource Management - Configuration Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-27T23:05:20Z' gh_stars: 185 discovered_at: '2026-01-27T23:05:20Z' https://github.com/Ramilito/kubesess: title: Ramilito/kubesess description: '' year: '2026' stars: 5 ai_summary: A multi-session context manager that isolates Kubernetes session configs within split terminal tabs. Unlike default global switches, this Rust utility guarantees engineers can safely run separate commands targeting different zones and clusters simultaneously without cross-cluster command contamination. language: Rust resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d2a4d8e731cd0408d6a4f848093e6c4f8e92c9d3b876c9babafca131910ea0d8 health_score: 100.0 last_checked: 1779030788.190581 needs_ai_refresh: true hierarchy: - Operations - Session Management - Context Isolation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-19T04:43:36Z' gh_stars: 284 discovered_at: '2026-03-19T04:43:36Z' https://github.com/Reaimua/AWS-CLI-Uploader-Project: title: github.com/Reaimua/AWS-CLI-Uploader-Project description: '' year: '2024' stars: 0 ai_summary: An educational repository containing custom scripts to automate file uploads to AWS S3 using raw AWS CLI calls. It is highly useful for junior developers learning API interactions, basic credential handling, and bucket policy permissions. Ideal as a simple reference base for shell scripting tutorials. language: Shell resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d6159322d5eec32bc80e42fded054344b3be2c5785ac27ed74b1236e42380286 health_score: 100.0 last_checked: 1779031808.41419 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Storage Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_stars: 1 gh_pushed: '2023-12-31T00:50:14Z' gh_license: N/A discovered_at: '2023-12-31T00:50:14Z' https://github.com/ReallyLiri/kubescout: title: 'ReallyLiri/kubescout: Kube-Scout' description: '' year: '2021' stars: 2 ai_summary: An event diagnostic utility that scans logs and cluster events to track down crashed pods and network failures. It features custom search syntax rules, allowing developers to filter alert noise. language: Go resource_type: Diagnostic Agent complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7846df0f9ad649d46e56fd856924400a4dafcfbefbc4c73825775adf74079c81 health_score: 100.0 last_checked: 1779032869.714796 needs_ai_refresh: true hierarchy: - Observability & Performance - Real-Time Monitoring - Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-12-09T12:28:28Z' gh_stars: 126 discovered_at: '2021-12-09T12:28:28Z' https://github.com/RedisLabs/redis-enterprise-k8s-docs: title: 'RedisLabs/redis-enterprise-k8s-docs: Deploying Redis Enterprise on Kubernetes' description: '' year: '2024' stars: 0 ai_summary: Technical deployment documentation for organizing enterprise-grade Redis caches and document databases inside Kubernetes. Explains cluster layouts, memory configurations, security profiles, and automatic scaling capabilities. language: HTML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 865451a522ca6b5112829fa9c02bcccd6767e74846035c5fe45ea49acf1e756f health_score: 100.0 last_checked: 1779029478.883229 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Operators - Redis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_stars: 170 gh_pushed: '2026-06-17T19:44:05Z' gh_license: N/A discovered_at: '2026-06-17T19:44:05Z' https://github.com/Rested/portfall: title: "Portfall: A desktop k8s port-forwarding portal for easy access to all your cluster UIs \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Portfall is a modern desktop application for managing Kubernetes port-forwarding configurations. Offers a convenient visual portal that eliminates repetitive manual CLI port-forward multiplexing during local service integrations. language: JavaScript resource_type: Desktop Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2d2e13ac904f4024effb4f4239dc0fb19196825668a1349e3b79c146360b84ae health_score: 100.0 last_checked: 1779130494.968644 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-03-06T17:30:12Z' gh_stars: 127 discovered_at: '2023-03-06T17:30:12Z' https://github.com/Retzork/terraform-journey/tree/main/11%20Multi%20Region%20Zero%20Trust%20Architecture: title: Terraform Azure Multi-Region Zero-Trust Architecture description: Production-grade multi-region hub-and-spoke infrastructure deployment utilizing Front Door and Private Link. year: '2026' stars: 4 ai_summary: An enterprise-grade architectural blueprint that implements a secure, multi-region (Southeast Asia and East Asia) hub-and-spoke network topology on Microsoft Azure. Engineered entirely through Terraform, it features integrated Azure Front Door Premium, Private Link Services, and Private Endpoints to ensure all traffic remains isolated from the public internet. It leverages custom Azure Policies to enforce private IP compliance on compute resources and implements automated SQL Auto-Failover Group resolution with cross-region DNS routing validation. language: en resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 733c0b04f2cd47cabbe494748f623825382d2e5b046f4db48ac2ec41c3bf70b4 health_score: null last_checked: 1780352148.493891 needs_ai_refresh: false hierarchy: - Cloud Architecture - Azure - Zero Trust - Infrastructure as Code - Terraform tags: - ENTERPRISE-STABLE - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: Highly vetted implementation of Microsoft Azure cloud architecture focusing on Hub-and-Spoke topology with strict private isolation. social_preview_url: https://opengraph.githubassets.com/6d97e4b0bd8701041ce03a36a135a664b7fda8cb510574131b9870023e0d9129/Retzork/terraform-journey source_provenance: X.com (nubenetes) suggested_new_category: azure-iac discovered_at: '2026-06-02T00:15:48.493891+02:00' https://github.com/RoseSecurity/Terramaid: title: ==github.com/RoseSecurity/Terramaid== description: '' year: '2023' stars: 1 ai_summary: Terramaid auto-generates structured markdown document files by translating HCL topologies and complex dependency trees into Mermaid.js format. This allows systems teams to embed auto-updating, declarative system models within active Git code bases. It prevents outdated repository diagrams by tying documentation directly to code pipelines. language: Go resource_type: Documentation Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fdc1002c98d4a4eabbea5d2e2738cb29925fd2ee6ead97800782b5781fe3ca40 health_score: 100.0 last_checked: 1779033757.937161 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Visualization - Documentation Generation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T23:35:21Z' gh_stars: 5 discovered_at: '2026-06-11T23:35:21Z' https://github.com/SAP-archive/kubernetes-deployment-orchestrator: title: 'github: Kubernetes Deployment Orchestrator' description: '' year: '2021' stars: 1 ai_summary: An archived, experimental orchestrator developed by SAP to coordinate complex Helm releases and dependency chains across large multi-tenant landscapes. Kept strictly as a historic design blueprint for modular platform workflows. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cb51adc9ec040511c16e1fc898babebbe009035d419fbaf76c5bb3661d6397d5 health_score: 100.0 last_checked: 1779130495.011239 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Orchestration Utilities tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-01T11:37:12Z' gh_stars: 11 discovered_at: '2023-03-01T11:37:12Z' https://github.com/SAP/jenkins-library: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b34245c60382e5fd68cee735a78fce12fae57bd37f797de410022f099c425202 health_score: 100.0 last_checked: 1779032835.337215 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:15.337215+02:00' https://github.com/SAP/kubernetes-deployment-orchestrator: title: 'github: Kubernetes Deployment Orchestrator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 198ce0a4229f9eccf84208128bb1f0022b948d731cce276e1a1e8064971f6342 health_score: 100.0 last_checked: 1779032361.61413 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:21.614130+02:00' https://github.com/Salaboy/from-monolith-to-k8s: title: Salaboy/From Monolith to K8s description: '' year: '2023' stars: 3 ai_summary: A comprehensive practical blueprint mapping out the refactoring of monolithic architectures to Kubernetes-native services. Demonstrates key modernization steps including structural separation of services, data partitioning, and ingress configuration. This project is highly referenceable as a hands-on pedagogical resource for architectural transitions. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f4ad402920e19debc9fb733d9d0e70d0d427045add322ecea22a7dcf704f31ff health_score: 100.0 last_checked: 1779033663.843661 needs_ai_refresh: true hierarchy: - Cloud Native Architecture - Microservices Migration - Case Study tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/java_frameworks.md v2_locations: - java_frameworks.md - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-07-17T07:50:39Z' gh_stars: 354 discovered_at: '2023-07-17T07:50:39Z' https://github.com/Saniewski/mongo-express-docker-extension: title: github.com/Saniewski/mongo-express-docker-extension description: '' year: '2023' stars: 2 ai_summary: A specialized Docker Desktop extension embedding Mongo Express tools into local engineering control panels. Streamlines administrative database actions, collection querying, and sandbox testing workflows. language: TypeScript resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 288d3f0cd2afa37afc6758f8e08d95ccce6680251f08d4be4b16b29ee1fbce6a health_score: 100.0 last_checked: 1779029356.608024 needs_ai_refresh: true hierarchy: - Containers - Developer Tooling - Database Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-08-03T07:21:23Z' gh_stars: 11 discovered_at: '2025-08-03T07:21:23Z' https://github.com/Shopify/kubeaudit: title: "==github.com/Shopify/kubeaudit== \U0001F31F\U0001F31F" description: '' year: '2023' stars: 4 ai_summary: 'Shopify''s kubeaudit is a popular open-source tool targeting configuration analysis. Curators note its ability to audit running clusters or local manifests for root execution or privilege escalations. *Live Grounding (2026)*: The repository is archived/read-only, but its audit logic remains highly influential for policy structures.' language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cc93106d19fc62264e4d57a74eba66432df37e6cb71ef2e73dd92cf1256d7dc2 health_score: 100.0 last_checked: 1779032583.558718 needs_ai_refresh: true hierarchy: - Security - Vulnerability Assessment - Policy Enforcement tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-21T18:48:27Z' gh_stars: 1937 discovered_at: '2024-08-21T18:48:27Z' https://github.com/SigNoz/signoz: title: "==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: f2efb326383937b515d50315f2cef61e5c9eeef9e8ce161513a8b320e802936e health_score: 100.0 last_checked: 1779032135.001706 needs_ai_refresh: true hierarchy: - Observability - APM & Metrics - Observability Platform tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/monitoring.md v2_locations: - kubernetes-tools.md - monitoring.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T09:36:14Z' gh_stars: 27334 discovered_at: '2026-06-14T09:36:14Z' https://github.com/SimonTheLeg/konf-go: title: github.com/SimonTheLeg/konf-go description: '' year: '2026' stars: 2 ai_summary: Konf-go is a high-performance, lightweight kubeconfig manager written in Go, built to handle split config setups across hundreds of remote environments. It allows platform engineers to switch context, set default namespaces, and isolate config files without encountering slow latency. Its minimalist design is ideal for developers running terminal-based workspaces. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6deaff9471dda21db30f9454efb5785d63b603fe367c0f2e2e961a649884dc0b health_score: 100.0 last_checked: 1779030803.551584 needs_ai_refresh: true hierarchy: - Operations - Context Management - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-03-15T19:19:18Z' gh_stars: 180 discovered_at: '2025-03-15T19:19:18Z' https://github.com/SkalskiP/top-cvpr-2023-papers: title: github.com/SkalskiP/top-cvpr-2023-papers description: '' year: '2023' stars: 5 ai_summary: A curated reference hub detailing top-performing papers and breakthroughs from CVPR 2023. Synthesizes vital engineering advancements across object detection, visual language models, zero-shot segmentation libraries, and advanced neural representations. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 87b301d568f4cd4ef05b1ebdb66f71848b0fe9e270161c4ade2caebca047080f health_score: 100.0 last_checked: 1779034084.812304 needs_ai_refresh: true hierarchy: - Computer Vision - Deep Learning Research - CVPR tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-04-15T11:20:09Z' gh_stars: 647 discovered_at: '2026-04-15T11:20:09Z' https://github.com/Skarlso/crd-to-sample-yaml: title: github.com/Skarlso/crd-to-sample-yaml description: '' year: '2025' stars: 1 ai_summary: A specialized CLI tool designed to parse complex Kubernetes Custom Resource Definitions (CRDs) and automatically generate fully structured sample YAML configurations. It is highly beneficial for platform developers wanting to generate quick, accurate documentation. language: Go resource_type: CLI Tool / Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4552d618f2b5a0e6220c306beae3f65243503fe93f19299cc7bc1236758a1761 health_score: 100.0 last_checked: 1779031538.320069 needs_ai_refresh: true hierarchy: - Development - Custom Resources - YAML Generation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T07:00:13Z' gh_stars: 194 discovered_at: '2026-06-09T07:00:13Z' https://github.com/Skyvern-ai/Skyvern: title: Skyvern description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: An AI-powered web browser automation agent designed to extract data and execute workflows on complex interfaces. Live Grounding: Translates plain-text instructions into resilient selenium-style interactions, dynamically adapting to DOM mutations and bypassing rigid selector patterns.' language: Python resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8b4c78dae5d739cfef66496fd42be77abef34afff8f2af4a8173b90a200d2c5e health_score: 100.0 last_checked: 1779029466.768245 needs_ai_refresh: true hierarchy: - AI Engineering - AI Agents - Web Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai-agents-mcp.md v2_locations: - ai-agents-mcp.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-13T20:14:18Z' gh_stars: 21899 discovered_at: '2026-06-13T20:14:18Z' https://github.com/SparebankenVest/azure-key-vault-to-kubernetes: title: Azure Key Vault to Kubernetes description: '' year: '2023' stars: 5 ai_summary: The underlying GitHub repository for the `akv2k8s` project. Features Kubernetes Custom Resource Definitions (CRDs) like `AzureKeyVaultSecret` that run-loop to synchronize Azure credentials into physical Kubernetes secrets. Useful for architectures requiring strict backward compatibility with native Kubernetes secret bindings. language: Go resource_type: Codebase complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 135e9f8ac4bce72f2b4d186b8a1ef710288c2633b25dea25b52a8515aa2d2e62 health_score: 100.0 last_checked: 1779033140.997003 needs_ai_refresh: true hierarchy: - Security - Kubernetes Security - Azure Integrations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T06:30:31Z' gh_stars: 452 discovered_at: '2026-06-10T06:30:31Z' https://github.com/SquadcastHub/awesome-sre-tools: title: SquadcastHub/awesome-sre-tools description: '' year: '2026' stars: 3 ai_summary: A structured index mapping tools for alert routing, synthetic checking, chaos validation, on-call scheduling, and postmortem generation. Ideal for configuring automated operational responses and reducing MTTR. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 01a69f479a0f80f0bbb8ad4b14088f1df9b56bfbed0e300acd1eb99e807d914a health_score: 100.0 last_checked: 1779030361.047335 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - Incident Management Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2026-05-13T10:06:49Z' gh_stars: 1462 is_special: true discovered_at: '2026-05-13T10:06:49Z' https://github.com/StackStorm: title: github.com/StackStorm description: '' year: '2025' stars: 0 ai_summary: Central repositories for the StackStorm platform containing internal event loops, action runners, rules-engine components, pack loaders, and comprehensive infrastructure orchestration drivers. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3f7ccfa19d22625be2d9b7cd3c7580f3ece6a9933c47cbd90ca9e80a756023e8 health_score: 100.0 last_checked: 1779031696.994306 needs_ai_refresh: true hierarchy: - DevOps - Event-Driven Automation - StackStorm tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/stackstorm.md v2_locations: - stackstorm.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:28:16.994306+02:00' https://github.com/StarpTech/k-andy: title: StarpTech/k-andy description: '' year: '2021' stars: 2 ai_summary: A consolidated project featuring curated Kubernetes deployment manifests and Helm configurations. Highlights patterns for bootstrapping monitoring stacks, storage drivers, and load-balancer integration with localized container configurations. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8028ee6f6d7bcd322f3b910996e2dfadb122caa55f7e520478ec1998cbb5fa18 health_score: 100.0 last_checked: 1779033795.405513 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Kubernetes Management - Infrastructure Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-26T11:42:32Z' gh_stars: 157 discovered_at: '2022-08-26T11:42:32Z' https://github.com/Stono/kconmon: title: kmoncon description: '' year: '2021' stars: 5 ai_summary: A connection monitoring tool that tests internal and external cluster connectivity paths actively from the inside out. Dispatches continuous diagnostics metrics to trace latency, DNS resolution, and structural network failures across namespaces. language: Node.js resource_type: Daemon complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ddda947b53bf609166ee99149783bd488b2d33de7136b1c726d31f9ab0832238 health_score: 100.0 last_checked: 1779034497.874529 needs_ai_refresh: true hierarchy: - Observability - Cluster Monitoring - Connectivity Checkers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-03-26T18:13:32Z' gh_stars: 287 discovered_at: '2024-03-26T18:13:32Z' https://github.com/SymbioticLab/Oobleck: title: 'github.com/SymbioticLab/Oobleck: Oobleck - Resilient Distributed Training'' Framework' description: '' year: '2024' stars: 2 ai_summary: An open-source distributed training framework designed with native fault-tolerant characteristics. It mitigates expensive spot-instance preemption delays by dynamically and rapidly reorganizing parallel communication pipelines on-the-fly. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bb79fc1207725deae4ac4dfe99d1e9e94646f089545fa094170bc11fe5f89c2c health_score: 100.0 last_checked: 1779033714.281386 needs_ai_refresh: true hierarchy: - Machine Learning - Distributed Training - Fault Tolerance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-11T00:16:29Z' gh_stars: 100 discovered_at: '2024-04-11T00:16:29Z' https://github.com/TabularisDB/tabularis/blob/main/README.es.md: title: 'Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP'' Integration' description: '' year: '2024' stars: 5 ai_summary: An open-source desktop database client featuring Model Context Protocol (MCP) integrations. This compliance allows local LLMs to safely query, analyze, and update database schemas within strict user security boundaries. language: Spanish resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2fd2ed828f549425a756e5baa4d9e141e580901bb931bd5b128ea5f64b95ef7d health_score: 100.0 last_checked: 1779030021.236631 needs_ai_refresh: true hierarchy: - Software Engineering - Database Management - Model Context Protocol tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md - docs/databases.md - docs/kubernetes-tools.md v2_locations: - ai.md - databases.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T09:30:32Z' gh_stars: 2422 discovered_at: '2026-06-11T09:30:32Z' https://github.com/TerraHubCorp/terraform-google-automation-demo: title: Terraform Automation Demo using Google Cloud Provider description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5d416772b5e31660626504b602f168033275d84d843c8d1038929f42a7699feb health_score: 100.0 last_checked: 1779033158.573907 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:38.573907+02:00' https://github.com/TheJambo/awesome-testing: title: Awesome Testing description: '' year: '2026' stars: 5 ai_summary: A highly practical directory highlighting testing paradigms, dynamic scanning modules, and manual/automated testing resources. Focuses on QA educational resources as well as modern test design techniques. Helps teams build scalable integration test harnesses within cloud workflows. language: N/A resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 4062ce50038ba4c743409acf34e287f9c89b47ae354cd679f7ac8fecc5b8acd2 health_score: 100.0 last_checked: 1779030653.775589 needs_ai_refresh: true hierarchy: - Software Quality - Testing - QA tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-11T23:34:02Z' gh_stars: 2289 is_special: true discovered_at: '2026-06-11T23:34:02Z' https://github.com/TheYkk/synator: title: "Synator Kubernetes Secret and ConfigMap synchronizer \U0001F31F" description: '' year: '2022' stars: 2 ai_summary: An operator designed to automatically synchronize Secrets and ConfigMaps across multiple Kubernetes namespaces. It listens for resource updates tagged with specific annotations and pushes changes cluster-wide, eliminating operational overhead. language: Python resource_type: Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 7b5fd02ea60b8513386203f3d14c32181ac7ae917998e2ab6ee7df1320f21c5c health_score: 100.0 last_checked: 1779031302.74327 needs_ai_refresh: true hierarchy: - Security & Identity - Configuration Management - Sync Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-01-16T12:30:42Z' gh_stars: 117 discovered_at: '2024-01-16T12:30:42Z' https://github.com/Thiht/smocker: title: Smocker (server mock) is a simple and efficient HTTP mock server description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fb4cb099148f737393a4c3e8baa1bbdc2306c96e276c2453da62b48784781fca health_score: 100.0 last_checked: 1779031928.157478 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/testops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:32:08.157478+02:00' https://github.com/TrackMaven/getting-started-with-drf-angular/tree/part-2: title: Part 2 Supplementary Code description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a45c1b5a401a34bb5cdad3a04ab5c3560fb0e84a78796dcd4514d4b44e27a7ca health_score: 100.0 last_checked: 1779031827.496798 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:27.496798+02:00' https://github.com/Trendyol/kink: title: Trendyol/kink description: '' year: '2021' stars: 2 ai_summary: KinK (Kubernetes in KinD) facilitates running KinD (Kubernetes in Docker) clusters directly inside existing Kubernetes environments. It is ideal for nested testing topologies, advanced operators, and ephemeral CI/CD platforms. language: Go resource_type: Testing Utility complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3fa87e5b5f9c29897a36a31ab467825539bc7ac0d098011a2eefb908715b407f health_score: 100.0 last_checked: 1779029111.29616 needs_ai_refresh: true hierarchy: - Development & Testing - Cluster-in-Cluster - Kubernetes in Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-09-25T13:15:32Z' gh_stars: 383 discovered_at: '2025-09-25T13:15:32Z' https://github.com/Trendyol/kubectl-view-webhook: title: "kubectl-view-webhook \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A high-utility kubectl plugin created to list, audit, and visualize Mutating and Validating Admission Webhooks across clusters. It simplifies debugging of webhooks by outlining exactly which API endpoints are called during cluster operations. Widely adopted by platform operators tracing webhook performance bottle-necks. language: Go resource_type: CLI Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: ec25b6a93a8a7bede199d669bbe05f0a168d6201da15746d739843d60e1fdd21 health_score: 100.0 last_checked: 1779030539.094795 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Webhook Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-17T19:37:35Z' gh_stars: 108 discovered_at: '2023-02-17T19:37:35Z' https://github.com/Trolley-MGMT/trolleymgmt: title: github.com/Trolley-MGMT/trolleymgmt description: '' year: '2023' stars: 5 ai_summary: Trolley-MGMT is a control plane assistant designed to coordinate multi-cluster ingress routing and traffic mapping. It simplifies workload migrations and network path resolution across physical boundaries. It offers a lightweight model for traffic management without full mesh overhead. language: Go resource_type: Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d45c38de299f761f5ca847cff638c0b0aa16385c7ad32baed1ee998211cfc9d1 health_score: 100.0 last_checked: 1779034477.277631 needs_ai_refresh: true hierarchy: - Network & Connectivity - Multi-Cluster Routing - Traffic Engineering tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-09-20T13:29:58Z' gh_stars: 113 discovered_at: '2023-09-20T13:29:58Z' https://github.com/Tronde/ansible-role-rhel-patchmanagement: title: Tronde/ansible-role-rhel-patchmanagement description: '' year: '2023' stars: 2 ai_summary: A community-contributed Ansible role designed to streamline patch management workflows across Red Hat Enterprise Linux (RHEL) architectures. Enables system updates, security errata auditing, and automated reboot coordination. language: YAML resource_type: Role complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4514ee147f14dcb5ce787276dcd932645364041d9d6cfedb8be11d13b6c8ce4a health_score: 100.0 last_checked: 1779029715.256258 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - System Patching tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-17T09:45:19Z' gh_stars: 75 discovered_at: '2022-08-17T09:45:19Z' https://github.com/UnderGreen/ansible-prometheus-node-exporter: title: github.com/UnderGreen/ansible-prometheus-node-exporter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 267c4a5a22b8f13e0dd4d841f28bc792623b0e71ce2d0d52ff65594e9557af40 health_score: 100.0 last_checked: 1779030605.59223 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: GPL-2.0 discovered_at: '2026-05-17T17:10:05.592230+02:00' https://github.com/Unitech/pm2: title: PM2 description: '' year: '2026' stars: 5 ai_summary: An industry-standard production process manager for Node.js workloads. Despite the rise of Kubernetes-native process management, PM2 remains the preferred daemon for bare-metal Node.js apps, VM-based services, and IoT microservices running at the edge in 2026. language: JavaScript resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 475da0c52dd00c9a32421d48794c494e6a4433d27fc1094d97e7e7d0a9e999c4 health_score: 100.0 last_checked: 1779033037.551528 needs_ai_refresh: true hierarchy: - Development - Runtime - Node.js tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-21T09:14:07Z' gh_stars: 43210 discovered_at: '2026-05-21T09:14:07Z' https://github.com/VictoriaMetrics/operator: title: VictoriaMetrics/operator description: '' year: '2024' stars: 5 ai_summary: Coordinates components of VictoriaMetrics (including VMCluster and VMAgent). It manages complex metrics scraping rules and automates long-term TSDB storage scaling. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2d4789b290a170c9730e66d1a451dca9696340d3fb570a83ec97e5c2065352f3 health_score: 100.0 last_checked: 1779033025.312268 needs_ai_refresh: true hierarchy: - Observability - Metrics - TimeSeries Databases - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:05:30Z' gh_stars: 566 discovered_at: '2026-06-14T07:05:30Z' https://github.com/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector: title: Server Log Analyzer and Intrusion Detector description: A Python-based log analysis tool designed to parse server logs and detect security anomalies/intrusions. year: '2023' stars: 4 ai_summary: Server Log Analyzer and Intrusion Detector is a security utility designed to ingest and parse server log files to identify suspicious behavior, brute-force patterns, and malicious activities. Leveraging customizable regular expression filters and Python-based parser logic, the tool maps security threats, generates analytical summaries, and flags potential security intrusions. This represents a lightweight, extensible script for automating manual security review workflows in staging or small-scale host setups. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: a43045c01ffddec417eaf59ffcaf69e4b396a52288a3504236613b00abe14b0d health_score: null last_checked: 1780352003.689854 needs_ai_refresh: false hierarchy: - Security - Log Analysis - Intrusion Detection tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devsecops reputation_status: Vetted reputation_summary: A lightweight, community-oriented utility used primarily for educational security projects or small hosting servers to check patterns of unauthorized access. social_preview_url: https://opengraph.githubassets.com/4644e9f6708ce656bb8601f280246206a37cfcb5f4781d70bfb6afbbe6d2787c/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:13:23.689854+02:00' https://github.com/VikParuchuri/surya: title: github.com/VikParuchuri/surya description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1bcfe1599f12fbc0f1c286bcae888e415e4a4ca273920893162374e77c0dafa1 health_score: 100.0 last_checked: 1779032228.106817 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:08.106817+02:00' https://github.com/Wilfred/difftastic: title: ==github.com/Wilfred/difftastic== description: '' year: '2021' stars: 5 ai_summary: Difftastic is a structural diff tool that compares source files based on their abstract syntax trees (ASTs). For platform teams, it filters out noise like formatting shifts in Kubernetes manifests and highlights genuine semantic changes. It dramatically increases review speeds for complex changes. language: Rust resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4d74d1860ada6c88910ee8233af26ab96593491adbf0fc1fe0babbdd2d894227 health_score: 100.0 last_checked: 1779030683.414135 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Configuration Management - Developer Productivity tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T21:38:09Z' gh_stars: 25487 discovered_at: '2026-06-12T21:38:09Z' https://github.com/William-Yeh/ansible-prometheus: title: github.com/William-Yeh/ansible-prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0af505c06542722a2ed175962d2a7db86448f9885e230047684d5c4b88d02b52 health_score: 100.0 last_checked: 1779032953.073972 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:49:13.073972+02:00' https://github.com/XI-lab/PyExPool: title: Python Multi-Process Execution Pool description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fab939ac4014af479885a8ef4424fbe5c02e011461b5675af52924e0029de292 health_score: 100.0 last_checked: 1779034217.921227 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.921227+02:00' https://github.com/XingangPan/DragGAN: title: github.com/XingangPan/DragGAN description: '' year: '2023' stars: 5 ai_summary: An interactive GAN-based image manipulation system. Users drag specific control points of an image to dynamically alter object dimensions, poses, and facial structures. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fab022b2fe0509e5278ad44feab31ba191e4418eb31ed1bd711d28bcf167db08 health_score: 100.0 last_checked: 1779029629.12279 needs_ai_refresh: true hierarchy: - Computer Vision - Deep Learning Research - Generative AI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-05-18T17:51:40Z' gh_stars: 35825 discovered_at: '2024-05-18T17:51:40Z' https://github.com/XtratusCloud/terraform-provider-azureipam: title: Terraform Provider for Azure IPAM description: '' year: '2024' stars: 5 ai_summary: Custom open-source Terraform provider built to automate cloud IP address allocation directly from centralized Azure IPAM solutions. Ensures smooth networking configuration inside containerized setups. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fef93304fb0712339d6419f8667f224c0f1def83a862253dff0d4f763f37686d health_score: 100.0 last_checked: 1779030199.782731 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform Providers - Azure IPAM tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md - docs/iac.md - docs/terraform.md v2_locations: - azure.md - iac.md - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-09-21T06:31:41Z' gh_stars: 10 discovered_at: '2024-09-21T06:31:41Z' https://github.com/XuehaiPan/nvitop: title: "==github.com/XuehaiPan/nvitop== \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: An interactive, terminal-based GPU monitoring tool that acts as a modern replacement for nvidia-smi. It provides real-time tracking of GPU resource consumption, memory configurations, process owners, and historical usage diagrams directly in the shell. language: Python resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 4072dada8ec4fc2bb58f1e44395a93a2e0622ffbad6870ddf4d65c930df1d094 health_score: 100.0 last_checked: 1779033339.519619 needs_ai_refresh: true hierarchy: - Infrastructure - GPU Monitoring - Command Line Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-25T13:47:09Z' gh_stars: 6957 discovered_at: '2026-05-25T13:47:09Z' https://github.com/YannickRe/msgraph-utility-scripts: title: YannickRe/msgraph-utility-scripts description: '' year: '2023' stars: 2 ai_summary: A public repository compiling specialized utility files designed to interact with MS Graph endpoints. Facilitates typical administrator chores like account auditing and system migration tasks. language: PowerShell resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3f290e857fcc6afc146a55c2ff426e8ea4bb4b378964975b7e05992740bb4bbf health_score: 100.0 last_checked: 1779031393.410437 needs_ai_refresh: true hierarchy: - Identity and Access - Microsoft Graph API - Utility Scripts - Automation Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-05-27T06:29:15Z' gh_stars: 8 discovered_at: '2021-05-27T06:29:15Z' https://github.com/a8m/golang-cheat-sheet: title: 'github.com: golang-cheat-sheet' description: '' year: '2025' stars: 0 ai_summary: A high-density Go reference database. It details Go core syntaxes, standard library definitions, channels, interface rules, and concurrency patterns to accelerate systems-level software development. language: Go resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fa235c920c2a052cbdc6ec594a298ac0f6f1bcc878eae3571214762df19c2ec1 health_score: 100.0 last_checked: 1779032080.793532 needs_ai_refresh: true hierarchy: - Software Engineering - Languages - Go tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md - docs/golang.md v2_locations: - golang.md - cheatsheets.md youtube_mosaic: {} gh_stars: 8800 gh_pushed: '2023-11-08T10:46:16Z' gh_license: N/A discovered_at: '2023-11-08T10:46:16Z' https://github.com/aabouzaid/kubech: title: kubech (kubectl change) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 11ed16e65ddcf82ef74baf50412897b3a6289b43d554b81516f5144f6391e7a7 health_score: 100.0 last_checked: 1779031393.524397 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:13.524397+02:00' https://github.com/aalmiray/q-cli: title: aalmiray/q-cli description: '' year: '2020' stars: 1 ai_summary: An early community command-line interface helper for bootstrapping and managing Quarkus projects. While the official Quarkus CLI eventually integrated these capabilities, this repository represents a pivotal step in Quarkus DX history. language: Java resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 30248eeb96ffad2fb930bf0fe36a0d4da972f64119691940f2c5c16b4c573681 health_score: 100.0 last_checked: 1779030019.49551 needs_ai_refresh: true hierarchy: - Developer Tools - Quarkus CLI - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-02T16:43:54Z' gh_stars: 11 discovered_at: '2022-11-02T16:43:54Z' https://github.com/aarondl/sqlboiler: title: volatiletech/sqlboiler description: '' year: '2025' stars: 4 ai_summary: Curator Insight frames SQLBoiler as a database-first generator tool producing type-safe Go ORM code from database schemas. Live Grounding confirms its widespread production usage where performance and strict static typing are preferred over runtime-reflective ORMs like GORM. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fe922b04a8f76d728e527c3e1619705c5676ba8dca4d29ebadfd32c716dba516 health_score: 100.0 last_checked: 1779130494.982878 needs_ai_refresh: true hierarchy: - Database - ORM - Go Libraries tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-08T22:47:58Z' gh_stars: 6990 discovered_at: '2026-06-08T22:47:58Z' https://github.com/abahmed/kwatch: title: ==abahmed/kwatch== description: '' year: '2021' stars: 3 ai_summary: A real-time error monitor and alert router that monitors Kubernetes logs and pod events. When crash loops occur, it streams exact logs and statuses to systems like Slack, Teams, or custom webhooks. language: Go resource_type: Kubernetes Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 701ef11432421abc27ce038312f4098feb632c5d4e16e811e756b8336ab061b4 health_score: 100.0 last_checked: 1779030462.354156 needs_ai_refresh: true hierarchy: - Observability & Performance - Real-Time Monitoring - Error Alerting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T10:00:44Z' gh_stars: 1010 discovered_at: '2026-06-14T10:00:44Z' https://github.com/abessifi/ansible-sqlplus: title: github.com/abessifi/ansible-sqlplus description: '' year: '2021' stars: 2 ai_summary: A lightweight community-focused Ansible module enabling seamless SQL*Plus shell operations within automated tasks. It allows DBAs to execute SQL and PL/SQL scripts without writing complex shell wrappers. It serves as an ad-hoc query execution tool for classic on-premises database systems. language: Python resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: 25b254c33750830b281c2fa6649b74eb2a90efd5966bee568a9cdc4c4a98ed65 health_score: 100.0 last_checked: 1779034139.585443 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Database Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2019-03-20T06:57:44Z' gh_stars: 1 discovered_at: '2019-03-20T06:57:44Z' https://github.com/abhirockzz/kubexpose-operator: title: abhirockzz/kubexpose-operator description: '' year: '2021' stars: 0 ai_summary: An experimental Go-based operator designed to automatically create Ingress resources or load balancers for annotated services. Designed as a learning showcase for Kubebuilder workflows, this project is archived in 2026 but remains a valuable reference for custom ingress generation patterns. language: Go resource_type: Kubernetes Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: af604f168ab50f3712a4d5e6e0edc26a37919202353108225cfa8adad87f1ad9 health_score: 100.0 last_checked: 1781736046.789173 needs_ai_refresh: true hierarchy: - Networking - Operator - Expose Service tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.789173+02:00' https://github.com/abhishek-ch/around-dataengineering: title: 'github: A very Long never ending Learning around Data Engineering & Machine'' Learning' description: '' year: '2023' stars: 2 ai_summary: A comprehensive curated repository documenting data engineering pipelines, distributed computing principles, and machine learning foundations. It aggregates core concepts of large-scale data systems, covering ingest-to-model-delivery workflows. Essential for developers transitioning from traditional software engineering to data-intensive systems. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f930ab3635d81634c313246122368bc66abc84911c6b1c41982bf56250b05273 health_score: 100.0 last_checked: 1781736091.430235 needs_ai_refresh: true hierarchy: - Data Engineering - Learning Roadmap - Machine Learning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md - docs/other-awesome-lists.md v2_locations: - mlops.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:41:31.430235+02:00' https://github.com/aca/go-kubectx: title: go-kubectx description: '' year: '2022' stars: 0 ai_summary: A high-performance, Go-native alternative port of the traditional kubectx script. Focuses on speed and execution efficiency when searching and switching between hundreds of active Kubernetes cluster profiles. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: be952c70d70097b957944cda76e72020789653233dc2985806989e52416675c2 health_score: 100.0 last_checked: 1781736046.740441 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Context Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.740441+02:00' https://github.com/acantril/learn-cantrill-io-labs: title: github.com/acantril/learn-cantrill-io-labs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3e6603ced2648ecd72569d6c06c2883e6124acc1ad1af3c4162355af79b0a829 health_score: 100.0 last_checked: 1779031389.407485 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-training.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:23:09.407485+02:00' https://github.com/acidonper/jump-app-docs: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f743c3f06eb6de0347c96663c2485b27061d6c694090c1dfdb7d910abdb7228f health_score: 100.0 last_checked: 1779029939.389697 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:59.389697+02:00' https://github.com/acidonper/jump-app-gitops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9df86ddeab85d5e49fe8e68c05013e8ca8ba59b65df2f3b91abb618d1f6d6f1f health_score: 100.0 last_checked: 1779030249.060808 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:09.060808+02:00' https://github.com/acorn-io/acorn: title: acorn-io/acorn description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1606eafe22401d318436f235433ded3b934cfa77ab978a922eb40436d02db510 health_score: 100.0 last_checked: 1779033088.932263 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:28.932263+02:00' https://github.com/actions-runner-controller/actions-runner-controller: title: "actions-runner-controller \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf health_score: 100.0 last_checked: 1779030932.109139 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:32.109139+02:00' https://github.com/actions/actions-runner-controller: title: "github.com/actions/actions-runner-controller \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: Official Kubernetes operator designed to manage self-hosted GitHub Actions runner infrastructure dynamically. Integrates natively with Horizontal Pod Autoscaler (HPA) targets to scale runner deployments in response to webhook event metrics. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf health_score: 100.0 last_checked: 1779033658.562003 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Kubernetes & Containers - Self-Hosted Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - git.md - jenkins-alternatives.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T23:13:55Z' gh_stars: 6298 discovered_at: '2026-06-12T23:13:55Z' https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet: title: Markdown Cheat Sheet 4 description: '' year: '2026' stars: 5 ai_summary: One of the most starred and utilized Markdown references on GitHub. Curator Insight emphasizes its extreme offline utility. Live Grounding validates its legacy status as the primary standard for formatting across modern source code platforms. language: Markdown resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ba965aba47f46c891f98b4125d49af98b9dbc1aba0abd75215f289ea8d8600c8 health_score: 100.0 last_checked: 1779032969.154472 needs_ai_refresh: true hierarchy: - Software Development - Documentation Tools - Markdown tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/cheatsheets.md - docs/mkdocs.md v2_locations: - mkdocs.md - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-08-22T00:21:50Z' gh_stars: 60214 discovered_at: '2025-08-22T00:21:50Z' https://github.com/adaptant-labs/k8s-auto-labeller: title: Kubernetes Node Auto Labeller description: '' year: '2020' stars: 5 ai_summary: An automated labeling controller designed to tag Kubernetes nodes dynamically based on custom configurations or hardware discoveries. In production, this allows platform engineers to target hardware accelerators (GPUs, ASICs) with specific workload nodeSelectors. Live evaluation shows low active maintenance, as many teams transitioned to Node Feature Discovery (NFD) or Cluster API capabilities. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 24ec81ac9e8ac36b38e924eda1e90e1616919f7f8406b3879700f8e30a4c7f49 health_score: 100.0 last_checked: 1779032754.679095 needs_ai_refresh: true hierarchy: - Infrastructure - Node Provisioning - Labeling & Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-11-16T19:46:39Z' gh_stars: 8 discovered_at: '2020-11-16T19:46:39Z' https://github.com/adaptant-labs/k8s-dt-node-labeller: title: k8s-dt-node-labeller description: '' year: '2023' stars: 5 ai_summary: A specialized controller designed to label nodes dynamically based on Device Tree specifications. It enables hardware-aware scheduling by analyzing local physical attributes and exposing them as standard Kubernetes selector labels. language: Go resource_type: Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e864fe7a23aefaf57fe5bf2eb54ab294e360ce4bb83bade4c7b3461f8b980026 health_score: 100.0 last_checked: 1779031085.393464 needs_ai_refresh: true hierarchy: - Infrastructure - Node Management - Hardware Classification tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-11-17T21:12:14Z' gh_stars: 17 discovered_at: '2020-11-17T21:12:14Z' https://github.com/adaptant-labs/k8s-node-label-monitor: title: 'k8s-node-label-monitor: Kubernetes Node Label Monitor provides a custom'' Kubernetes controller for monitoring and notifying changes in the label states of Kubernetes nodes (labels added, deleted, or updated), and can be run either node-local or cluster-wide' description: '' year: '2023' stars: 3 ai_summary: A custom controller built to monitor label states on Kubernetes node resources. It dispatches notifications on label updates, additions, or deletions, maintaining configuration trust across larger clusters. language: Go resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 6a8f69c637c8effae9484ef69f8807bfe4539e079283db28f6fac8f416dc0674 health_score: 100.0 last_checked: 1779033579.765886 needs_ai_refresh: true hierarchy: - Infrastructure - Node Management - Auditing & Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-02-09T11:00:49Z' gh_stars: 3 discovered_at: '2021-02-09T11:00:49Z' https://github.com/admindroid-community/powershell-scripts: title: 'github.com/admindroid-community/powershell-scripts: PowerShell Scripts for'' Microsoft 365 Management, Reporting, and Auditing' description: '' year: '2024' stars: 0 ai_summary: A collection of administrative scripts designed for auditing active users, licensing allocations, and configuration status within Microsoft 365 tenants. language: PowerShell resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2792ab510a7b130b5c3144c10f0acc5bed874b21df177c1abcf3dcda3c930100 health_score: 100.0 last_checked: 1781735879.766244 needs_ai_refresh: true hierarchy: - Identity and Access - Microsoft 365 - Auditing & Reporting - Administration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.766244+02:00' https://github.com/adriannovegil/awesome-observability: title: "github.com/adriannovegil/awesome-observability: Awesome Observability \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: A highly structured catalog mapping telemetry collection systems, including OpenTelemetry exporters, Prometheus metric architectures, Grafana monitoring boards, and continuous system profiling dashboards. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 05b5afe1463a41fa204fac02ec29a2aca3890d4a9f0a527f8a892cec2de520e6 health_score: 100.0 last_checked: 1779033977.161174 needs_ai_refresh: true hierarchy: - Cloud Native - Observability - Telemetry and Metrics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-11T11:58:36Z' gh_stars: 636 is_special: true discovered_at: '2026-05-11T11:58:36Z' https://github.com/aelsabbahy/goss: title: aelsabbahy/goss description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b2a6e2ded5a8d1eac440ffd247a8f8c9983b6614838f8a9d3be544f2fde6df12 health_score: 100.0 last_checked: 1779030229.068405 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:49.068405+02:00' https://github.com/affaan-m/ECC: title: ECC - The Agent Harness Performance Optimization System description: A professional performance harness providing modular skills, memory optimizations, and security scanning for advanced AI coding assistants. year: '2026' stars: 4 ai_summary: This repository provides a performance optimization harness designed for agentic environments like Claude Code and Cursor. It implements persistent semantic memory, structured natural-language 'skills' as parameters, and execution safeguards via the AgentShield scanner. It aims to reduce token consumption and eliminate redundant instructions, transforming fragile prompting patterns into reproducible development infrastructure. language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: a68b20559e76cc4d181a84ba6031061ed34e6d3863a6d155e8b07540ac542e55 health_score: null last_checked: 1780352571.556323 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Model Context Protocol - Harness Performance Optimization tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-05-31T06:45:42Z' gh_stars: 202119 reputation_status: Vetted reputation_summary: Highly regarded emerging system optimizing terminal agent runtime states, featuring zero reported vulnerabilities outside its documented patches. social_preview_url: https://opengraph.githubassets.com/9d755758b9c50919c393f44e8fa1910cd7813f12349332f5d66f232c640154c1/affaan-m/ECC source_provenance: X.com (nubenetes) suggested_new_category: agent-performance discovered_at: '2026-05-31T06:45:42Z' https://github.com/ahas-sigs/kube-ebpf-exporter: title: "kube-ebpf-exporter \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A Prometheus-compatible exporter that translates system events captured via custom eBPF programs into actionable metrics. This allows platform engineers to trace low-level syscalls, file system latency, and network performance with minimal overhead. The project represents a growing shift toward kernel-level observability. language: Go resource_type: Exporter complexity: High is_microservice: false status: online addition_method: manual content_hash: ffbd284277e0f0a2a7affc010aacea050871b3cbae526f63bd22a32b7c9f5f6b health_score: 100.0 last_checked: 1779029884.0295 needs_ai_refresh: true hierarchy: - Observability - Performance & Kernel - eBPF Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2021-05-13T05:50:56Z' gh_stars: 55 discovered_at: '2021-05-13T05:50:56Z' https://github.com/ahmetb/kubectl-aliases: title: ahmetb/kubectl-aliases description: '' year: '2026' stars: 5 ai_summary: An automated system that generates systematic shell aliases for 'kubectl', significantly enhancing engineering productivity. It minimizes operational friction by programmatic expansion of over 800 permutations of flags and subcommands, allowing administrators to interface with Kubernetes clusters using succinct shorthand sequences. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 310aec75dce6ba83e1bbaaca8e248da167c2c480d64337a9d4cc86aeff1eb8ed health_score: 100.0 last_checked: 1779033579.797495 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-11T17:04:45Z' gh_stars: 3691 discovered_at: '2025-05-11T17:04:45Z' https://github.com/ahmetb/kubectl-foreach: title: 'github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐' description: '' year: '2025' stars: 1 ai_summary: kubectl-foreach is a highly efficient plugin that runs kubectl commands across multiple contexts, namespaces, or resources in parallel. It handles asynchronous command execution and presents grouped terminal output, drastically optimizing multi-cluster administrative operations. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a348bd4f6024b67b9755bdcaa928abf3ca154c05263cca86ea1a898ecf30758a health_score: 100.0 last_checked: 1779034425.071515 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Multi-resource Execution tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T22:54:07Z' gh_stars: 489 discovered_at: '2026-06-08T22:54:07Z' https://github.com/ahmetb/kubectl-tree: title: kubectl-tree description: '' year: '2025' stars: 5 ai_summary: A crucial kubectl plugin that queries Kubernetes APIs to visually construct and present the ownership tree of API objects via ownerReferences. Crucial for tracing the lineage of ReplicaSets, Pods, Deployments, and Custom Resources (CRDs) in active namespaces. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a4af8c68f8ba51a9398b292e4551dd81243192c570df44497c92264404ecbc5c health_score: 100.0 last_checked: 1779033415.98258 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Object Relationships tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T01:49:07Z' gh_stars: 3386 discovered_at: '2026-05-18T01:49:07Z' https://github.com/ahmetb/kubectx: title: "==kubectx + kubens: : Power tools for kubectl==\U0001F31F\U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Highly optimized command-line utilities for switching context configurations and namespaces inside kubectl. Indispensable for multi-cluster environments, they radically optimize developer productivity and prevent accidental target execution via clear interactive lists. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 39b78501f9b3e9898481b8ef40f8b2a1d81c840109d2fa2ad117564edb65d584 health_score: 100.0 last_checked: 1779031442.598438 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Context Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-15T15:43:00Z' gh_stars: 19807 discovered_at: '2026-05-15T15:43:00Z' https://github.com/ahmetb/kubernetes-network-policy-recipes: title: "==ahmetb/kubernetes-network-policy-recipes== \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: The premier open-source repository for reusable NetworkPolicy templates. Provides validated configuration files to handle common cloud-native security patterns. language: YAML resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 0fc77e7ecc41f1b0736d3aaf88a7a6ffbddf4068bbaa1b4f92d12a70246e65e2 health_score: 100.0 last_checked: 1779032282.834651 needs_ai_refresh: true hierarchy: - Networking - Security - Recipes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-02-07T08:38:37Z' gh_stars: 6144 discovered_at: '2025-02-07T08:38:37Z' https://github.com/aidansteele/secretsctx: title: aidansteele/secretsctx description: '' year: '2022' stars: 5 ai_summary: A Go-based runtime library designed to inject dynamic secrets from external storage layers directly into context-aware serverless pipelines. By managing runtime secret validation outside main configuration structures, it significantly reduces code complexity. language: Go resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a9d1ecfb1a2e0682c6a852e19c1ffe4a86af289893571144fc1306f8d40927e2 health_score: 100.0 last_checked: 1781735877.761273 needs_ai_refresh: true hierarchy: - Security & Governance - Secret Management - Go Runtime tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:57.761273+02:00' https://github.com/aimhubio/aim: title: github.com/aimhubio/aim description: '' year: '2024' stars: 4 ai_summary: Aim is an open-source, highly responsive experiment tracking and visualization dashboard for machine learning. It provides a robust query language and a user-friendly UI to compare thousands of metrics, hyperparameters, and logs across deep learning runs. language: Python resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 997d320ec7590772d2d44a8b638c1f424a50731d142f6cda3cae805aa5b305fb health_score: 100.0 last_checked: 1779033671.995254 needs_ai_refresh: true hierarchy: - MLOps - Experiment Tracking - Visualization tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T20:26:46Z' gh_stars: 6154 discovered_at: '2026-06-13T20:26:46Z' https://github.com/airwallex/k8s-pod-restart-info-collector: title: 'github.com/airwallex: k8s-pod-restart-info-collector' description: '' year: '2022' stars: 0 ai_summary: An automated utility designed to capture and log state configuration, events, and logs instantly when a pod restarts, offering immediate post-mortem insights for ephemeral microservices. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3e4e21d175049930d8f16e327994a22b47054e30aa250ad356667034e77895de health_score: 100.0 last_checked: 1781736057.34144 needs_ai_refresh: true hierarchy: - Observability - Debugging - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:57.341440+02:00' https://github.com/ajayk/drifter: title: github.com/ajayk/drifter description: '' year: '2021' stars: 5 ai_summary: Drifter is a CLI utility designed to detect structural configuration drift across Kubernetes resources. By comparing live running cluster states against baseline templates, it identifies configuration changes. This tool provides lightweight validation for infrastructure consistency. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7e6917d7a7462342ffc27824d9e20008d937114fda3cf61353add05bc00193bf health_score: 100.0 last_checked: 1779033187.860634 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Configuration Management - Drift Detection tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-01-09T17:41:36Z' gh_stars: 17 discovered_at: '2024-01-09T17:41:36Z' https://github.com/ajmyyra/ambassador-auth-oidc: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ff59f529d8db417c89704bee344d50311ebfcc54186836e5265d3fb6c301965c health_score: 100.0 last_checked: 1779031625.330648 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:27:05.330648+02:00' https://github.com/akuity/awesome-argo: title: "akuity/awesome-argo \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: A duplicate entry detailing the CNCF Argo ecosystem configurations. Outlines progressive application delivery strategies, canary deployments, declarative cluster state reconciliations, and custom Argo plugins. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89 health_score: 100.0 last_checked: 1779031406.880411 needs_ai_refresh: true hierarchy: - Cloud Native - GitOps - Argo Project Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-28T03:02:12Z' gh_stars: 2449 is_special: true discovered_at: '2026-02-28T03:02:12Z' https://github.com/akuity/kargo: title: ==github.com/akuity/kargo== description: '' year: '2023' stars: 5 ai_summary: Kargo is a GitOps-native application promotion engine that coordinates software releases across staging, pre-production, and production. Operating as a Kubernetes controller, it manages promotion state sequences dynamically via custom resources. It simplifies Git manipulation during deployment rollouts. language: Go resource_type: GitOps Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ebf41a4d95c3859a0afbdad795500f43901217ee56051ce957b11ffaa90529ee health_score: 100.0 last_checked: 1779033436.307117 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Application Promotion - Lifecycle Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:29:29Z' gh_stars: 3350 discovered_at: '2026-06-14T05:29:29Z' https://github.com/akullpp/awesome-java: title: "Awesome Java \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A premier directory of validated Java frameworks, high-performance serialization libraries, and microservices engines like Spring Boot, Quarkus, and Micronaut. Essential for legacy modernization projects and enterprise-grade distributed systems. Remains a foundational handbook for enterprise JVM optimization. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 812519e1d1f39879872200f2cd381725b275fc4c3a6108bec333cdc778654a7b health_score: 100.0 last_checked: 1779031410.80023 needs_ai_refresh: true hierarchy: - Programming Languages - Java - Resources tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-12T12:40:14Z' gh_stars: 48210 is_special: true discovered_at: '2026-04-12T12:40:14Z' https://github.com/alcideio/advisor: title: 'Alcide Advisor: an agentless service for Kubernetes audit and compliance'' that''s built to ensure a frictionless and secured DevSecOps workflow' description: '' year: '2026' stars: 0 ai_summary: Alcide Advisor is an agentless security tool originally engineered to validate Kubernetes configurations, workloads, and network rules against common vulnerabilities. Since the acquisition of Alcide, the repository has been archived and is no longer under active maintenance. It is primarily referenced as a historical model for static manifest parsing and rules-driven auditing. language: Go resource_type: Static Analyzer complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 477a1f69dee0048b2f273002fb0ba196a9ff38474a0f11298171945860b9de9b health_score: 100.0 last_checked: 1781736047.002076 needs_ai_refresh: true hierarchy: - Security - Audit & Compliance - Static Analysis tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.002076+02:00' https://github.com/alcideio/rbac-tool: title: ==github.com/alcideio/rbac-tool== description: '' year: '2025' stars: 3 ai_summary: RBAC Tool is a powerful suite designed to simplify, audit, and generate Kubernetes Role-Based Access Control policies. It includes policy analysis commands, visual dependency graphs, and lookup capabilities to quickly ensure compliance with the least privilege security model. language: Go resource_type: CLI / Visual Analyzer complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c8448727bac561737be07944f0ac776fb84063cafeabccdd3fdcebbd63aa30ab health_score: 100.0 last_checked: 1779032817.928272 needs_ai_refresh: true hierarchy: - Security - Access Control - RBAC Audit tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-02-13T20:57:41Z' gh_stars: 1077 discovered_at: '2025-02-13T20:57:41Z' https://github.com/alcideio/skan: title: sKan description: '' year: '2020' stars: 2 ai_summary: sKan (by Alcide) was an early static analysis tool for scanning configuration files and Helm charts to discover security vulnerabilities. It has since been archived, with modern platforms choosing robust, active alternatives such as Checkov. language: Go resource_type: CLI Scanner complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 0d4218db4fc62d51f1e3a8c89cd6b2e2eed5e40cd648213bf00d979511444948 health_score: 100.0 last_checked: 1779031901.12451 needs_ai_refresh: true hierarchy: - Security & Identity - Compliance & Auditing - Static Code Analysis tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-03T16:29:28Z' gh_stars: 204 discovered_at: '2023-03-03T16:29:28Z' https://github.com/alexdzyoba/ansible-jmx-exporter: title: github.com/alexdzyoba/ansible-jmx-exporter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 00179b8c10f6a85e83cb33a2c17eac2a8351b034c75c06cd87e9b731ba98df60 health_score: 100.0 last_checked: 1779030091.492558 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:01:31.492558+02:00' https://github.com/alexellis/k3sup: title: '**k3sup (said ''ketchup'')**' description: '' year: '2026' stars: 4 ai_summary: An utility by Alex Ellis using SSH to provision K3s directly from local machines. It sets up secure, direct API configurations, bridges cluster nodes instantly, and configures target servers for operational readiness. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d47d1c0f36ca75f93fc3b56082ac640b6aaacc77c2294cde2f50f69e80b06665 health_score: 100.0 last_checked: 1779032037.289957 needs_ai_refresh: true hierarchy: - Edge & IoT - Cluster Provisioning - SSH Bootstrapping tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/matrix-table.md - docs/rancher.md v2_locations: - rancher.md - matrix-table.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-05T11:13:15Z' gh_stars: 7383 discovered_at: '2026-03-05T11:13:15Z' https://github.com/alexellis/registry-creds: title: registry-creds description: '' year: '2023' stars: 5 ai_summary: Automatically syncs image pull credentials across diverse namespaces from registry platforms like ECR, GCR, and Docker Hub. It solves multi-tenant credential sharing securely without requiring manual duplications. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: c98b4b125f09915c117c9fc31b1fb47b55b3ed10bba3571831ebbb24fcd19084 health_score: 100.0 last_checked: 1779029243.251552 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Registry Authentication - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-12-21T13:24:00Z' gh_stars: 350 discovered_at: '2024-12-21T13:24:00Z' https://github.com/alexellis/run-job: title: ==github.com/alexellis/run-job== description: '' year: '2020' stars: 3 ai_summary: A developer-oriented utility written in Go to quickly trigger Kubernetes Jobs, track execution statuses, and stream execution logs directly to stdout. Simplifies local workflow testing and diagnostic debugging. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 15c4fd11e7ae38960f3112fa9957f3c4449d2f2dd58a635ef9f0c9877b25ba88 health_score: 100.0 last_checked: 1779034502.551008 needs_ai_refresh: true hierarchy: - Workloads - Batch Jobs - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-13T22:32:56Z' gh_stars: 211 discovered_at: '2024-08-13T22:32:56Z' https://github.com/aliesbelik/awesome-jmeter: title: Awesome JMeter description: '' year: '2026' stars: 5 ai_summary: A structured list of plugins, performance test plans, and reporting scripts designed to optimize Apache JMeter pipelines. Essential for load testing web services, gRPC endpoints, and databases under intense scale constraints. Acts as an excellent resource for performance engineering teams targeting resource bottlenecks. language: Java resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d126061c974412126edf2a91603124c2a05f2a984e2dded6cd7e51725d0b907f health_score: 100.0 last_checked: 1779033400.732373 needs_ai_refresh: true hierarchy: - Software Quality - Testing - JMeter tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2026-05-05T22:22:40Z' gh_stars: 790 is_special: true discovered_at: '2026-05-05T22:22:40Z' https://github.com/allure-framework/allure2: title: "Allure Report \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A flexible, multi-language test report tool providing clean hierarchical representation of execution steps, attachments, and historical telemetry. Integrates with standard test runners across modern ecosystems. language: Java resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 904874589c38dac686cfef5beed2a33eed33234405307bfd4478b46057c0924e health_score: 100.0 last_checked: 1779033610.068488 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Reporting tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:09:34Z' gh_stars: 5422 discovered_at: '2026-06-12T22:09:34Z' https://github.com/amazon-archives/aws-training-demo: title: github.com/aws-samples/aws-training-demo description: '' year: '2020' stars: 5 ai_summary: Archived AWS training demonstration repository. Grounding verification confirms this repository is formally archived by Amazon, meaning it should be treated purely as an architectural reference rather than a base for production provisioning templates. language: JavaScript resource_type: Repository complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 12ba405003f66717af427558892ecba6fc404c7a89e92fe1583a35c32d7cbee7 health_score: 100.0 last_checked: 1779130494.953591 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Training Archives tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2019-04-09T21:26:39Z' gh_stars: 128 discovered_at: '2019-04-09T21:26:39Z' https://github.com/amazon-archives/aws-waf-sample: title: AWS WAF sample rules description: '' year: '2024' stars: 5 ai_summary: 'A historical repository containing sample AWS WAF rule sets and templates. Note: This repository is now officially archived by AWS. Contemporary deployment architectures rely on AWS Managed Rules or centralized configurations managed through AWS Firewall Manager rather than maintaining customized version-one JSON rules.' language: JSON resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ddea1ea4fcf5f9a5fc9a8369dd1679d8d2742aac6828d7ed28b950d09abcd140 health_score: 100.0 last_checked: 1779130494.950593 needs_ai_refresh: true hierarchy: - Security & Identity - Network Security - Web Application Protection tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2020-01-09T08:11:23Z' gh_stars: 511 discovered_at: '2020-01-09T08:11:23Z' https://github.com/amelbakry/kubernetes-active-passive: title: Kubernetes Active Passive Applications description: '' year: '2021' stars: 0 ai_summary: A reference architecture guiding the implementation of Active-Passive configurations within multi-region Kubernetes topologies. Provides template setups for handling state synchronization and global traffic failovers. language: Go resource_type: Templates complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bf79c301fff4e55aa4ac515fcf282e6bf1ac6795640e5b21b135d27cfc6c44c6 health_score: 100.0 last_checked: 1781736046.790295 needs_ai_refresh: true hierarchy: - Reliability - Architectural Patterns - Disaster Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.790295+02:00' https://github.com/amitmavgupta/azure-terraform: title: github.com/amitmavgupta/azure-terraform description: '' year: '2022' stars: 2 ai_summary: A centralized repository of common Azure resource templates compiled using Terraform. Serves as a useful playground for setting up App Services, Cosmos DB, and Virtual Networks. language: HCL resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 77ad6a6af303e04c458fc78a1c7a75d7e28681a7a88f5589b612cfac3a1e4bc2 health_score: 100.0 last_checked: 1779031382.132294 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Azure - Templates tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-24T07:01:55Z' gh_stars: 29 discovered_at: '2025-05-24T07:01:55Z' https://github.com/anchore/grype: title: 'grype: a vulnerability scanner for container images and filesystems' description: '' year: '2025' stars: 5 ai_summary: A vulnerability scanner for container images and filesystems, renowned for its speed, minimal footprint, and ease of CI/CD integration. It supports multiple vulnerability sources and outputs structured data compatible with enterprise DevSecOps tools. Through 2026, it stands as the industry standard tool for shift-left image security. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 457d117ce39ba93b09de80026a3d67a203e6a39b8511306889f032c360d1c6f9 health_score: 100.0 last_checked: 1779034477.250398 needs_ai_refresh: true hierarchy: - Security - Vulnerability Scanning - Container Images tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:56:32Z' gh_stars: 12400 discovered_at: '2026-06-12T15:56:32Z' https://github.com/anchore/syft: title: ==anchore/syft== description: '' year: '2021' stars: 5 ai_summary: An advanced security tool engineered to generate detailed Software Bill of Materials (SBOM) from container images, file systems, and archives. Syft identifies package structures to track vulnerable subcomponents in modern supply chain governance. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: db2fcf1ed1811ccd981eff91084d06e12e3cc79c9281dd6b8e36898d2efb90d2 health_score: 100.0 last_checked: 1779030407.644755 needs_ai_refresh: true hierarchy: - Security & Compliance - Supply Chain Security - SBOM Generation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T13:29:25Z' gh_stars: 9106 discovered_at: '2026-06-12T13:29:25Z' https://github.com/anderseknert/awesome-opa: title: "anderseknert/awesome-opa \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 74b59d9adc2bc20caea9b43eb1abb3db4a1ee3ccb4ec9a03f666cb0130112715 health_score: 100.0 last_checked: 1779029367.255629 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:27.255629+02:00' https://github.com/andreazorzetto/yh: title: yh - YAML Highlighter description: '' year: '2022' stars: 4 ai_summary: A specialized, terminal-based syntax highlighter designed explicitly for YAML configurations. Unlike generic highlighters, yh identifies YAML indentation rules and formats outputs from standard pipelines. It is highly useful for reviewing massive Kubernetes manifests directly in terminals. language: Go resource_type: tool complexity: beginner is_microservice: false status: online addition_method: manual content_hash: 835328b68aa23ebad6c9e32970fe664b9b951d99213ca3069c6e3b3e012cf187 health_score: 100.0 last_checked: 1779032153.281109 needs_ai_refresh: true hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-12-14T09:49:42Z' gh_stars: 427 is_special: true discovered_at: '2020-12-14T09:49:42Z' https://github.com/andredesousa/devops-best-practices: title: andredesousa/devops-best-practices description: '' year: '2026' stars: 1 ai_summary: An opinionated checklist detailing architectural best practices for logging formats, schema migrations, system health monitoring, and security setups. Helps engineering teams establish healthy container operational standards. language: Markdown resource_type: Reference Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f62c1fb10bd804350b1cd6db1ca47e20316b90f9cc78502d5933c39895c42a37 health_score: 100.0 last_checked: 1779029678.976163 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - DevOps & SRE Engineering - Best Practices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-02-23T20:29:58Z' gh_stars: 53 is_special: true discovered_at: '2022-02-23T20:29:58Z' https://github.com/andrewpuch/nagios_setup: title: 'github: Steps I used to install Nagios in the cloud' description: '' year: '2018' stars: 5 ai_summary: A historical walkthrough illustrating legacy installations of the Nagios monitoring framework inside static virtual instances. Outlines core process definitions, alerting rules, and manual configuration management. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 765dc175d742822fbc5de8766a7a18e7d73ee853aa9ea8d72e0be13162ae41f3 health_score: 100.0 last_checked: 1781735876.210837 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Legacy Systems - Self-Hosted tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:56.210837+02:00' https://github.com/andrewstetsenko/tech-jobs-with-relocation: title: International Tech Job Search Handbook description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight: An open-source global job search manual providing metadata on visa processes and relocation budgets. Live Grounding: Continues to be a vital community asset for tech professionals traversing global borders, offering real-time data on corporate immigration compliance and tax architectures.' language: en resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7eda0472cae43870bede3742ed479d8829d1a4ded8fda5a2b5d147932a0aab92 health_score: 100.0 last_checked: 1779032296.97062 needs_ai_refresh: true hierarchy: - Professional Practice - Recruiting - Resource Guides tags: - '[DE FACTO STANDARD]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-03-19T14:04:47Z' gh_stars: 4427 discovered_at: '2026-03-19T14:04:47Z' https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md: title: 'github: Safe ways to do things in bash' description: '' year: '2026' stars: 5 ai_summary: Serves as the authoritative style manual for compiling safe, error-free bash scripts. Maintained within the Shellharden project, it outlines rigorous quoting standards, expansion parameters, array handling, and variable declarations to prevent system exploits or unexpected command executions. language: Bash resource_type: Developer Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 91ca4befc6835bd57a7f160db4e2eb0803d492455fa4818ac4ea1dd50c4d42a3 health_score: 100.0 last_checked: 1779031266.831234 needs_ai_refresh: true hierarchy: - Linux - Automation - Bash Scripting tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-01-05T06:45:45Z' gh_stars: 4784 discovered_at: '2026-01-05T06:45:45Z' https://github.com/ansible-collections: title: "Ansible Collections \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: Upstream GitHub organization containing certified and community Ansible Content Collections. Reflects the modern decentralized packaging model of the modern Ansible ecosystem. language: Python resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ac690db74143451d4c91e08cd4c35bf09d1e37cbc8afad7cd5503a9c5d6bf6e5 health_score: 100.0 last_checked: 1779029323.149798 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Ansible Ecosystem - Collections tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:48:43.149798+02:00' https://github.com/ansible-collections/amazon.aws: title: "Amazon AWS Collection \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: The official Amazon Web Services Content Collection for Ansible. Provides production-ready modules for provisioning, updating, and de-provisioning EC2, VPC, S3, and RDS infrastructure assets. language: Python resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 804fce1e8984f14dfa663281baa5c49908f5fbdc2cb9c315bf8810accca8f739 health_score: 100.0 last_checked: 1779033759.72351 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Ansible Ecosystem - Collections tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-12T18:54:31Z' gh_stars: 388 discovered_at: '2026-06-12T18:54:31Z' https://github.com/ansible-community/awesome-ansible: title: "==ansible-community/awesome-ansible: Awesome Ansible== \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2026' stars: 4 ai_summary: The authoritative, community-managed repository of recommended Ansible tools, tutorials, extensions, and integration ecosystems. This acts as the premier catalog for discovery in modern automation workflows. language: Markdown resource_type: Resource List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336 health_score: 100.0 last_checked: 1779033845.09972 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Curated Lists tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - ansible.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-02T08:28:40Z' gh_stars: 1892 is_special: true discovered_at: '2026-06-02T08:28:40Z' https://github.com/ansible/awx: title: AWX description: '' year: '2026' stars: 5 ai_summary: AWX serves as the open-source upstream project for Ansible Automation Platform/Tower. Written in Django and React, it provides a web-based user interface, REST API, and task engine to centrally manage Ansible inventories, credentials, playbooks, and scheduling in containerized environments. language: Python resource_type: Source Code complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f3fbd9fc28591beaf0b721ceaa08a9c0e377084d6c766f7c2cac89bce3e914c1 health_score: 100.0 last_checked: 1779029291.976042 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Configuration Management - Ansible AWX tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ansible.md - docs/about.md v2_locations: - ansible.md - about.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T18:32:08Z' gh_stars: 15453 discovered_at: '2026-06-12T18:32:08Z' https://github.com/ansible/awx-operator: title: AWX Operator description: '' year: '2026' stars: 4 ai_summary: The AWX Operator is a cloud-native Kubernetes Operator designed to automate the deployment, lifecycle management, scaling, and upgrades of AWX. By leveraging Custom Resource Definitions (CRDs), it simplifies complex Postgres and web-app state management inside K8s. language: Go resource_type: Source Code complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 655a86e32bad792bf72866cdd9a55b87bfa5b5cf86eb6f5f21ff69e50139f5c4 health_score: 100.0 last_checked: 1779030594.341589 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - Operators tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T18:54:39Z' gh_stars: 1487 discovered_at: '2026-06-10T18:54:39Z' https://github.com/ansistrano: title: Ansistrano description: '' year: '2022' stars: 3 ai_summary: An Ansible-based application deployment solution heavily inspired by Ruby's Capistrano. It targets zero-downtime scripting setups using multi-release symlink rotations. While highly valuable for legacy monorepo VMs, it is mostly archived in modern cloud-native, containerized architectures. language: YAML resource_type: tool complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: 11ba7b804a77cb7777c52f65813d4a0036691f24375ee6b5697ff7f64d55a614 health_score: 100.0 last_checked: 1779029116.577148 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Deployment Tools - Application Deployment tags: - '[LEGACY]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:45:16.577148+02:00' https://github.com/anthonysterling/setec: title: "Setec \U0001F31F" description: '' year: '2018' stars: 1 ai_summary: An early experimental tool for managing and injecting secrets into Kubernetes clusters. It represents early attempts to bridge external secrets engines with native pods, now entirely replaced by External Secrets Operator and HashiCorp Vault. language: Go resource_type: Helper Utility complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bc785d0adc1e9bd8f104e8a24809196609d0877dc5170691ccda7cb04f4a2756 health_score: 100.0 last_checked: 1779034306.725776 needs_ai_refresh: true hierarchy: - Security & Identity - Secrets Management - Encryption tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-02-27T17:05:49Z' gh_stars: 10 discovered_at: '2021-02-27T17:05:49Z' https://github.com/antonarhipov/awesome-apm: title: 'github.com/antonarhipov/awesome-apm: Awesome APM' description: '' year: '2021' stars: 0 ai_summary: A curated catalog of application performance monitoring (APM) tools, open-source agents, telemetry protocols, and platform engines. It indexes distributed tracing setups, heap profiling engines, and instrumentation libraries across mainstream programming frameworks. language: Markdown resource_type: curation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 413d1bd8de0ced190ceb0b68ef29a300eb389bacc7855032bbe2917d6a005e00 health_score: 100.0 last_checked: 1781736102.020032 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Application Performance Monitoring - APM Curated Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md - docs/other-awesome-lists.md v2_locations: - monitoring.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:41:42.020032+02:00' https://github.com/antonbabenko/terraform-best-practices: title: Terraform Best Practices description: '' year: '2026' stars: 3 ai_summary: A definitive guide detailing patterns and antipatterns for structural Terraform designs. Features industry-accepted guidelines on monorepo layout, variable validation, dynamic module injection, and drift remediation within production enterprise clouds. language: Markdown resource_type: Guideline complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 65e3df4f3d17318e100f3b42b6c37a2404da5e7320d0061db1805f5157ffbc32 health_score: 100.0 last_checked: 1779033675.642793 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Terraform Practices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/gitops.md - docs/iac.md - docs/terraform.md v2_locations: - gitops.md - iac.md - terraform.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-20T14:40:58Z' gh_stars: 2473 discovered_at: '2026-03-20T14:40:58Z' https://github.com/antonbabenko/terraform-skill: title: Terraform & OpenTofu Skill for AI Agents description: '' year: '2026' stars: 4 ai_summary: An open-source Model Context Protocol (MCP) skill set built for AI agents. Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure configurations through intelligent, context-aware LLM tool calls. language: TypeScript resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 36e23963ccfc640c56a9f901ea475f86260b9242e4403af694f058ea2dfc90ce health_score: 100.0 last_checked: 1779033019.981129 needs_ai_refresh: true hierarchy: - DevOps - Infrastructure as Code - AI Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cicd.md - docs/iac.md - docs/terraform.md v2_locations: - cicd.md - iac.md - terraform.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-03T16:06:13Z' gh_stars: 2012 discovered_at: '2026-06-03T16:06:13Z' https://github.com/antonmedv/fx: title: fx description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8fb21ceea1d4a73169b87bd5d6f0c5b16a4185020f9453634910dd33f481a68b health_score: 100.0 last_checked: 1779031107.4493 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T17:18:27.449300+02:00' https://github.com/antrea-io/antrea: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6659111b06ffcfb4ef70584b0dbc5ca0ae90a94f7a20978c8920c73c1672b9b3 health_score: 100.0 last_checked: 1779130495.02231 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:55.022310+02:00' https://github.com/apache/activemq-artemis: title: Apache Artemis JMeter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7bafd4c450f2999669094cbd6a4dc4e49e2c53f71d2775de69f46cff36bb586d health_score: 100.0 last_checked: 1779034229.595143 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:29.595143+02:00' https://github.com/apache/apisix: title: apisix description: '' year: '2026' stars: 5 ai_summary: Apache APISIX is a high-performance, dynamic cloud-native API gateway built on Nginx and OpenResty. It provides dynamic routing, active health checking, security protection, and telemetry integration, utilizing etcd for state storage to achieve ultra-low latency configurations. language: Lua resource_type: Software Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8c6b414af9df9cd042a76b844eceb101ecd137e839408a3c13da57cb8dc1b65f health_score: 100.0 last_checked: 1779031776.90444 needs_ai_refresh: true hierarchy: - Infrastructure - API Gateway - Cloud Native tags: - '[DE FACTO STANDARD]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T08:48:42Z' gh_stars: 16724 discovered_at: '2026-06-12T08:48:42Z' https://github.com/apache/artemis: title: Apache Artemis JMeter description: '' year: '2024' stars: 5 ai_summary: The official source repository for Apache ActiveMQ Artemis. Built with Netty, this broker delivers low-latency messaging, supports AMQP, MQTT, and STOMP, and provides an efficient data distribution engine for high-density architectures. language: Java resource_type: Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8646dacdcbb342760a94a7b9edfa0baaaf9e2d19c62045277101cf7ad8b3c7c3 health_score: 100.0 last_checked: 1779130494.983259 needs_ai_refresh: true hierarchy: - Infrastructure - Message Brokers - ActiveMQ tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md - docs/prometheus.md v2_locations: - message-queue.md - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T02:23:24Z' gh_stars: 1024 discovered_at: '2026-06-11T02:23:24Z' https://github.com/apache/dolphinscheduler: title: "apache/dolphinscheduler: Apache DolphinScheduler \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Apache DolphinScheduler is a highly scalable, distributed workflow visualization scheduler tailored for modern big data and machine learning architectures on Kubernetes. It enables enterprise operators to manage complex data dependency DAGs via drag-and-drop interfaces and robust API control. Its native integration with containerized engines like Spark, Flink, and MapReduce makes it an enterprise favorite. language: Java resource_type: Workload Scheduler complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c2f0762db448834bfcf83203a5dc5663c76e172ef4e5f6274eadc355959b9d56 health_score: 100.0 last_checked: 1779034224.333786 needs_ai_refresh: true hierarchy: - Data Engineering - Workload Scheduling - Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:08:43Z' gh_stars: 14309 discovered_at: '2026-06-12T09:08:43Z' https://github.com/apache/maven-mvnd: title: apache/maven-mvnd description: '' year: '2025' stars: 5 ai_summary: Apache Maven Daemon repository. Drastically reduces compilation overhead by utilizing persistent background execution processes to store compiler hot-spots and plugin contexts. language: Java resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7a1913331d49bef22bf3d5dd69ac6a11d8a888359041509e65e546d3c179e086 health_score: 100.0 last_checked: 1779029169.333264 needs_ai_refresh: true hierarchy: - Build Systems - JVM Ecosystem - Build Daemon Optimization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:38:35Z' gh_stars: 3428 discovered_at: '2026-06-12T20:38:35Z' https://github.com/apache/tomcat-jakartaee-migration: title: Apache Tomcat migration tool for Jakarta EE description: '' year: '2021' stars: 2 ai_summary: A command-line utility designed to automatically migrate legacy Java EE 8 web applications to modern Jakarta EE (9+) architectures. It translates package namespaces from `javax.*` to `jakarta.*` in binaries and source code. language: Java resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a0a6ed53f60d5854d820ec4c780437a3823a399432cc31e5e50616115878880d health_score: 100.0 last_checked: 1779034309.769972 needs_ai_refresh: true hierarchy: - Platform Engineering - Application Servers - Migration tags: - '[LEGACY]' v1_locations: - docs/embedded-servlet-containers.md v2_locations: - embedded-servlet-containers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T08:55:54Z' gh_stars: 188 discovered_at: '2026-06-09T08:55:54Z' https://github.com/apicurio/apicurio-registry: title: '**Apicurio** Registry' description: '' year: '2026' stars: 4 ai_summary: Apicurio Registry is an open-source, high-performance centralized schema registry. It manages API contracts, OpenAPI designs, AsyncAPI definitions, Avro, and Protobuf structures, enforcing real-time payload validations over high-throughput microservice pipelines while offering direct Kubernetes operator integrations. language: Java resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: dce198241f8b915b16935880b17f4375418cd685fff7eebe5dfe89d1c13f8ced health_score: 100.0 last_checked: 1779030827.464425 needs_ai_refresh: true hierarchy: - Data Engineering - Schema Registry - Apicurio tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T18:07:51Z' gh_stars: 814 discovered_at: '2026-06-13T18:07:51Z' https://github.com/apk8s/k3s-gitlab: title: k3s-gitlab description: '' year: '2021' stars: 1 ai_summary: An automation repository dedicated to bootstrapping a local K3s runtime optimized for orchestrating GitLab CI runners, streamlining testing of containerized microservices. language: Shell resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: df6d24ee7760852189e0e1037f288289a4c8211339c135d0d10c1dcbfac3c641 health_score: 100.0 last_checked: 1781736154.189753 needs_ai_refresh: true hierarchy: - Edge & IoT - CI/CD Integration - GitLab Runners tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:34.189753+02:00' https://github.com/aporia-ai/kubesurvival: title: "KubeSurvival \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: A scanning utility that audits existing clusters to determine the absolute cheapest VM instance shapes capable of hosting current workloads. Ensures high-availability parameters and compute requirements are fully met before suggesting migration profiles. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 43f259cf3ad4224e8b23ecaa836fef2960fa800ebba377e97c913efae78486e4 health_score: 100.0 last_checked: 1779031356.683683 needs_ai_refresh: true hierarchy: - Infrastructure Optimization - Cost Management - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-11-03T09:30:26Z' gh_stars: 187 discovered_at: '2021-11-03T09:30:26Z' https://github.com/aporia-ai/mlplatform-workshop: title: ML Platform Workshop description: '' year: '2022' stars: 4 ai_summary: A hands-on technical workshop repository showcasing the design of an end-to-end Machine Learning Platform. Demonstrates real-world integration of model registries, tracking servers, and deployment mechanisms under production-like conditions. Excellent educational resource for learning the architectural glue of modern MLOps frameworks. language: Python resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: aaa796b6cedb8435a395ceffed9fa532074ccb7f09b344c218fcb5c35c0626b8 health_score: 100.0 last_checked: 1779030721.131007 needs_ai_refresh: true hierarchy: - MLOps - Workshops - Infrastructure tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-11-03T10:27:17Z' gh_stars: 445 discovered_at: '2021-11-03T10:27:17Z' https://github.com/app-sre/qontract-server: title: qontract description: '' year: '2023' stars: 5 ai_summary: An enterprise configuration server that leverages GraphQL to manage infrastructure states and reconcile multi-tenant declarations. Developed as part of App-SRE tooling, it facilitates continuous delivery by organizing configuration data. It continues to see specialized internal usage for large platform configurations. language: Python resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: a6bdddf51fc8fb9dba86f4e89b89beabbe6b3d2d40df356d8953d42a6b537a21 health_score: 100.0 last_checked: 1779034229.54831 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - State Reconciliation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T14:12:06Z' gh_stars: 16 discovered_at: '2026-06-11T14:12:06Z' https://github.com/appscode/guard: title: Guard description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1a240efe5fe437d91440ed2089957bf46e523435c4aca6ccc1655459fa09a320 health_score: 100.0 last_checked: 1779031564.613614 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:04.613614+02:00' https://github.com/appvia/cosign-keyless-admission-webhook: title: appvia/cosign-keyless-admission-webhook description: '' year: '2021' stars: 1 ai_summary: A specialized admission webhook enforcing keyless container signature checks inside Kubernetes. Using Sigstore Cosign under the hood, it denies unsigned or non-verified container runtimes from joining cluster namespaces. language: Go resource_type: Admission Webhook complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8f78f9c06f02b7de0dc6c2a769337d84c565b18ce1da3eb14161a146aa8ab5b4 health_score: 100.0 last_checked: 1779032589.247824 needs_ai_refresh: true hierarchy: - Security & Compliance - Supply Chain Security - Admission Control tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T13:01:32Z' gh_stars: 24 discovered_at: '2026-06-11T13:01:32Z' https://github.com/appvia/kev: title: Kev description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1df9e14bf0c7979328a89088b86ae8da55bf99130f93d2df25cac4f902b9bd64 health_score: 100.0 last_checked: 1779033020.021828 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:20.021828+02:00' https://github.com/appvia/krane: title: "Krane \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: 'Curator Insight: An open-source Kubernetes RBAC static analysis tool designed to identify risky roles, cluster roles, and broad resource access configurations. Live Grounding: The repository is archived and inactive for over 4 years. While the structural rules engine remains historically valuable, it does not support modern Kubernetes RBAC security vectors.' language: Ruby resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d7bc7f3f6ae5aea58e5b292f7ced0852bb07b49099998f036457b441d1c9baa0 health_score: 100.0 last_checked: 1779031981.693866 needs_ai_refresh: true hierarchy: - Security - Identity & Access - RBAC - Legacy Tools tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md v2_locations: - kubernetes-security.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-13T15:57:57Z' gh_stars: 740 discovered_at: '2026-02-13T15:57:57Z' https://github.com/appvia/tako: title: Kev description: '' year: '2021' stars: 1 ai_summary: A tool to orchestrate application deployments on Kubernetes using Docker Compose files. It templatizes deployments, allowing developers to scale their compose configurations across multiple target environments with environment-specific overrides. language: Go resource_type: Developer Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 377bd061da94b783c8f87c81929154f29bd4b8426e0a0b5d02934d2535c92176 health_score: 100.0 last_checked: 1779130494.930641 needs_ai_refresh: true hierarchy: - Application Delivery - Configuration Management - Docker Compose Migration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-22T20:30:49Z' gh_stars: 72 discovered_at: '2026-01-22T20:30:49Z' https://github.com/aquasecurity/cloudsec-icons: title: aquasecurity/cloudsec-icons description: '' year: '2021' stars: 1 ai_summary: An open-source library of dedicated cybersecurity and DevSecOps icons created by Aqua Security. Empowers application security professionals to visually document threat boundaries, firewall parameters, and container compliance elements in systems architecture graphs. language: None resource_type: Asset Pack complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d4917cbf5866a117245e65c3717323e6cbeab8a5bf0c58a6c41f599cceaa3fea health_score: 100.0 last_checked: 1781735900.813049 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Design Assets - Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.813049+02:00' https://github.com/aquasecurity/kube-bench: title: "kube-bench \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The industry standard tool to check whether Kubernetes clusters are deployed securely according to the Center for Internet Security (CIS) benchmarks. Can be run inside container workloads or directly on node hosts, outputting detailed reports identifying API, TLS, and permissions vulnerabilities. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 3fc464887d8cd3fc871fc6d9d7bd51f9fb7ae23f35731c95073e40620fb71285 health_score: 100.0 last_checked: 1779030849.172667 needs_ai_refresh: true hierarchy: - Networking & Security - Security Compliance - CIS Benchmarks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T06:03:33Z' gh_stars: 8078 discovered_at: '2026-06-09T06:03:33Z' https://github.com/aquasecurity/kube-hunter: title: "kube-hunter \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9104d2e020cd3963831a31761f037f16a536d2d44a303795855898e910f7ac30 health_score: 100.0 last_checked: 1779034273.68148 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:11:13.681480+02:00' https://github.com/aquasecurity/starboard: title: ==aquasecurity/starboard== description: '' year: '2026' stars: 3 ai_summary: Starboard targets the unification of security scanners into a single, cohesive Kubernetes-native CRD interface. Live grounding in 2026 confirms that Starboard has been fully deprecated and integrated directly into the Trivy Operator framework. Platform teams should seek Trivy Operator for active development, utilizing Starboard's original specification strictly as a reference architecture. language: Go resource_type: Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1824480eb35ee63c28294f0bb908498a16193d16da45d577500706614f5aca74 health_score: 100.0 last_checked: 1779031147.09103 needs_ai_refresh: true hierarchy: - Security - Vulnerability Scanning - Compliance tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T12:05:58Z' gh_stars: 1375 discovered_at: '2026-06-10T12:05:58Z' https://github.com/aquasecurity/trivy: title: trivy description: '' year: '2026' stars: 5 ai_summary: Aqua Security's Trivy is an exceptionally fast, highly versatile security scanner for containers, IaC configurations, and software vulnerabilities. Known for its streamlined caching, wide packaging-format support, and outstanding CI integration. It is universally adopted as a de facto container validation tool in secure software pipelines. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b46c90d466ffbc02632e60e5e9ed5423398d0901907b7641944f45379ed783f8 health_score: 100.0 last_checked: 1779030207.750105 needs_ai_refresh: true hierarchy: - Security - Vulnerability Management - Container Scanning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T14:52:49Z' gh_stars: 36431 discovered_at: '2026-06-11T14:52:49Z' https://github.com/argilla-io/argilla: title: rubrix description: '' year: '2023' stars: 5 ai_summary: Formerly Rubrix, Argilla is a premier open-source data curation platform designed for AI and LLM workflows. Enables continuous human-in-the-loop (HITL) fine-tuning cycles. It seamlessly integrates with Hugging Face, SpaCy, and LangChain, optimizing training data quality through iterative annotation, validation, and curation mechanisms. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 43a8d5613cb2f779fb3ed1a40fbc1eed35cddb7b216a7d13f8db6ba1a4d4776e health_score: 100.0 last_checked: 1779130495.022182 needs_ai_refresh: true hierarchy: - Data Engineering - Data Labeling - Human-In-The-Loop tags: - '[DE FACTO STANDARD]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T21:47:00Z' gh_stars: 5002 discovered_at: '2026-06-08T21:47:00Z' https://github.com/argoproj-labs/applicationset: title: 'argoproj-labs/applicationset: Argo CD ApplicationSet Controller' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 736db94cb984f0c2e4e92a8c48893a99779cfe27b1f8a593684149d97cac0c43 health_score: 100.0 last_checked: 1779031478.671432 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/argo.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.671432+02:00' https://github.com/argoproj-labs/argocd-autopilot: title: 'argoproj-labs/argocd-autopilot: Argo-CD Autopilot' description: '' year: '2023' stars: 5 ai_summary: An official Argo project opinionated tool designed to structure, install, and update Argo CD setups automatically. Uses a clean directory structure separating infrastructure from application manifests, enabling rapid multi-project bootstrap with version tracking and disaster recovery features. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9c244f562123e769bd994ba3a8941680a7a2fd0ec07951ef1cab31b7e49dc2b7 health_score: 100.0 last_checked: 1779032198.392731 needs_ai_refresh: true hierarchy: - GitOps & CD - ArgoCD - Bootstrap Automation - Autopilot tags: - '[DE FACTO STANDARD]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-16T22:36:28Z' gh_stars: 1121 discovered_at: '2025-12-16T22:36:28Z' https://github.com/argoproj-labs/argocd-vault-plugin: title: ==argoproj-labs/argocd-vault-plugin== description: '' year: '2023' stars: 5 ai_summary: An indispensable Argo CD plugin built to inject secrets dynamically from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. Replaces custom templating hacks by decrypting and injecting secret values directly into workloads at synchronization time, ensuring zero plaintext secrets enter the Git repository. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d health_score: 100.0 last_checked: 1779030119.775098 needs_ai_refresh: true hierarchy: - Platform Engineering - Secret Management - HashiCorp Vault - ArgoCD Plugins tags: - '[DE FACTO STANDARD]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-18T18:24:47Z' gh_stars: 967 discovered_at: '2024-12-18T18:24:47Z' https://github.com/argoproj/applicationset: title: 'argoproj-labs/applicationset: Argo CD ApplicationSet Controller' description: '' year: '2023' stars: 5 ai_summary: The standard orchestrator extending Argo CD to support multi-cluster application distribution templates. Processes multi-source configurations, automates environment scaling, and drastically reduces the maintenance overhead of managing distinct Application manifests. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a4962d083aae4c7fecf87cda492879952faf3d5a81cf1c576f031132e33342a8 health_score: 100.0 last_checked: 1779130494.993308 needs_ai_refresh: true hierarchy: - GitOps & CD - ArgoCD - ApplicationSets tags: - '[DE FACTO STANDARD]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-15T18:06:39Z' gh_stars: 582 discovered_at: '2024-07-15T18:06:39Z' https://github.com/argoproj/argo-cd/issues/25203: title: 'Upgrade UI to React 19 #25203' description: GitHub issue proposal outlining the path to upgrade the Argo CD UI from React 16 to React 19 for performance and modern feature support. year: '2025' stars: 4 ai_summary: 'This GitHub issue proposes a multi-step roadmap to upgrade the Argo CD UI from React 16 to React 19, addressing historical tech debt from a five-year-old framework dependency. The proposed migration details: * Upgrading `argo-ui` and `argo-cd` sequentially to React 18 (transitioning `ReactDOM.render` to `createRoot`). * Testing for regressions and ultimately upgrading to React 19. * Enhancing UI performance via automatic state update batching and asynchronous transitions.' language: en resource_type: Issue complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 2aee2d8029be2792b1823290cf0bd44f7711f851d62a30af62646d45f510563a health_score: null last_checked: 1780351994.342566 needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Argo CD UI Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: argo gh_license: Apache-2.0 gh_pushed: '2026-06-01T18:53:27Z' gh_stars: 23029 reputation_status: Vetted reputation_summary: Active community discussion regarding upgrading the aging Argo CD UI from React 16 to React 19. social_preview_url: https://opengraph.githubassets.com/57a513e595b57bef86a5608099959701bf60db048addd0f7b8acd1ee40662b53/argoproj/argo-cd/issues/25203 source_provenance: X.com (ArgoProj) suggested_new_category: '' discovered_at: '2026-06-01T18:53:27Z' https://github.com/argoproj/argo-cd/pull/26601: title: 'feat(ui): Add AppSet to Application Resource Tree in Argo CD' description: '' year: '2024' stars: 5 ai_summary: The official Argo CD feature enhancement that maps ApplicationSets directly inside the dashboard UI tree. This view simplifies managing multi-tenant topologies and nested application definitions for platform operators. language: Go resource_type: Pull Request complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5fcd701110fce0e9f89dbcdee949560e63cba12ed02ad830ce1d469939187fa2 health_score: 100.0 last_checked: 1779032882.082616 needs_ai_refresh: true hierarchy: - Kubernetes GitOps & Packaging - Argo Project Ecosystem - UI Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/argo.md - docs/cicd.md - docs/kubernetes-operators-controllers.md v2_locations: - argo.md - kubernetes-operators-controllers.md - cicd.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:47:54Z' gh_stars: 23128 discovered_at: '2026-06-14T09:47:54Z' https://github.com/armadaproject/armada: title: Armada description: '' year: '2020' stars: 3 ai_summary: A high-throughput, multi-cluster batch queuing system built on top of Kubernetes. Armada manages tens of thousands of concurrent jobs across geographically distributed clusters, optimized for machine learning and quantitative analysis. language: Go resource_type: Batch Scheduler complexity: High is_microservice: true status: online addition_method: manual content_hash: 927210676217aa66088e5490ab7abaebeffc75d85169786f1cbc1f65babf6c47 health_score: 100.0 last_checked: 1779130494.945265 needs_ai_refresh: true hierarchy: - Scheduling - Multi-Cluster - Batch Workloads tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:04:53Z' gh_stars: 600 discovered_at: '2026-06-12T15:04:53Z' https://github.com/arminc/k8s-platform-lcm: title: "k8s-platform-lcm: Kubernetes platform lifecycle management \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An operations manager to track, audit, and upgrade cluster platform components, core Helm charts, and associated operator bundles. It prevents drift across non-application system-level components. Offers a simplified dashboard interface for infrastructure consistency. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 8da5006f3066cde9142ddef40c7935fa51ad77c535896b4c1ad36770273c76a9 health_score: 100.0 last_checked: 1779032732.436359 needs_ai_refresh: true hierarchy: - Operations - Cluster Upgrades - Lifecycle Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-05-13T05:47:23Z' gh_stars: 182 discovered_at: '2022-05-13T05:47:23Z' https://github.com/armory/minnaker: title: Minnaker description: '' year: '2022' stars: 2 ai_summary: An installer package developed by Armory to spin up a single-node Spinnaker instance quickly inside a lightweight Kubernetes cluster (using K3s). It was designed to facilitate Spinnaker evaluations and local sandbox development. By 2026, as Spinnaker's market footprint contraction continued, the Minnaker repository is considered a legacy reference project. language: Shell resource_type: Installer complexity: Medium is_microservice: false status: online addition_method: manual content_hash: bc9ea132c2e70c4c1230e36f022608e8505e2ee0506cd0270dd87d762505e438 health_score: 100.0 last_checked: 1779032338.039891 needs_ai_refresh: true hierarchy: - Delivery - CI/CD - Spinnaker tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-05-20T21:18:12Z' gh_stars: 156 discovered_at: '2023-05-20T21:18:12Z' https://github.com/armosec/kubescape: title: "==Kubescape== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b2edcccc6e3dc19610cb8401874e7e9c6efc002eea50bff20debb737537678d8 health_score: 100.0 last_checked: 1779029325.962396 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.962396+02:00' https://github.com/armosec/regolibrary: title: armosec/regolibrary description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 632ecd5c343463ee3440caa26e977276d038338bdc2d4952ef3e18207cafb994 health_score: 100.0 last_checked: 1779031451.44535 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:11.445350+02:00' https://github.com/arslanbilal/git-cheat-sheet: title: "arslanbilal/git-cheat-sheet \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2025' stars: 4 ai_summary: 'Curator Insight: Highly starred open-source repository containing translated Git references. Live Grounding: Facilitates localized, multilingual engineering onboarding, providing consistent global team standards for branch structures, conflict resolutions, and configuration setups.' language: Markdown resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c263d3474671da6aee00f06477d2cf21e1b71609533804a19070230671efc968 health_score: 100.0 last_checked: 1781735890.114146 needs_ai_refresh: true hierarchy: - Development - Version Control - Git tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.114146+02:00' https://github.com/arttor/helmify: title: ==arttor/helmify== description: '' year: '2021' stars: 3 ai_summary: An automation utility that converts standard declarative Kubernetes manifests directly into valid, paramaterized Helm charts. It simplifies migrations and accelerates the distribution setup of packaged deployments. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 95af44ea2bd1b9252e87920a85c9df5d9b5f24886fc5e6bd00264af5fbf46866 health_score: 100.0 last_checked: 1779033084.759239 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Helm Chart Generation - Migration Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md v2_locations: - kubernetes-tools.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-07T07:38:16Z' gh_stars: 1738 is_special: true discovered_at: '2026-05-07T07:38:16Z' https://github.com/arun-gupta/docker-jenkins-pipeline: title: 'github.com/arun-gupta/docker-jenkins-pipeline: Docker + Java + Jenkins Pipeline' description: '' year: '2018' stars: 0 ai_summary: Curator Insight structures this repository around running Docker-integrated Java application compilation inside Jenkins Pipelines. Live Grounding shows that mounting the Docker socket inside Jenkins agents remains a common albeit security-sensitive approach. It serves as a historical and practical reference for building containerized Java workloads using declarative pipelines. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 850f58fedd04dc18d048d11e49b9b071128fdfd5e72db40e2d38139deff04889 health_score: 100.0 last_checked: 1781735910.992251 needs_ai_refresh: true hierarchy: - DevOps - CI/CD Platforms - Jenkins - Docker Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.992251+02:00' https://github.com/asdf-community/asdf-kubectl: title: asdf-kubectl description: '' year: '2020' stars: 2 ai_summary: A community-maintained plugin for the asdf extendable version manager, designed to install and manage multiple versions of kubectl. It facilitates deterministic local environments by locking Kubernetes CLI versions per project. language: Shell resource_type: CLI Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: 10d02cbbb3fd4e0ddf173cd2217d9b1d4ddc7870a563b7997224ee5708e67da8 health_score: 100.0 last_checked: 1779130494.988702 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Tools - Version Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-12T15:57:32Z' gh_stars: 131 discovered_at: '2025-11-12T15:57:32Z' https://github.com/asim/go-micro: title: go-micro description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4480b6aeafbe7b209f8e12f66ba1c0fd250f07d5f8ff5d5e19aa614a730ba7ff health_score: 100.0 last_checked: 1779031085.392262 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:05.392262+02:00' https://github.com/askmeegs/learn-istio: title: "github.com/askmeegs/learn-istio \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An educational repository featuring early-day tutorials and configurations for learning Istio concepts. Currently archived/unmaintained, functioning primarily as a legacy resource. language: Shell resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 40dd02ee18cdb30f4966d3166cf46c09c5993471a4ace77ce29c75addfb27121 health_score: 100.0 last_checked: 1781735971.298661 needs_ai_refresh: true hierarchy: - Service Mesh - Training - Education tags: - '[LEGACY]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:31.298661+02:00' https://github.com/askmeegs/yaml-your-cloud: title: askmeegs/yaml-your-cloud description: '' year: '2021' stars: 1 ai_summary: Code repository designed as a companion to the 'YAML your cloud' presentation, offering practical Kubernetes manifest examples and Crossplane configurations. It showcases foundational multi-cloud provider settings, composition patterns, and claims structures used in active training environments. language: YAML resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 21fd98ae25edafdb2d51f06cdfa2d4f399f70587def62c3a84f16f0e0139fd11 health_score: 100.0 last_checked: 1779030891.853136 needs_ai_refresh: true hierarchy: - Platform Engineering - Control Planes - Crossplane - Code Samples tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crossplane.md v2_locations: - crossplane.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-09-13T17:16:35Z' gh_stars: 6 discovered_at: '2021-09-13T17:16:35Z' https://github.com/asobti/kube-monkey: title: 'GitHub: kube-monkey' description: '' year: '2024' stars: 5 ai_summary: A Go-based Kubernetes implementation of Netflix's Chaos Monkey. kube-monkey runs inside k8s clusters to systematically schedule and delete random Pod instances within designated namespaces, forcing development teams to architect highly redundant and self-healing services. language: Go resource_type: Software Utility complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 64ba2f1a6d1eaad7862d63edda60c42a1ecf91065bb3327bfef52a3adc90ce5d health_score: 100.0 last_checked: 1779031602.611332 needs_ai_refresh: true hierarchy: - Resilience - Chaos Engineering - Kubernetes Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-16T19:34:50Z' gh_stars: 3064 discovered_at: '2024-06-16T19:34:50Z' https://github.com/astefanutti/kubebox: title: kubebox description: '' year: '2025' stars: 5 ai_summary: An advanced, high-performance terminal dashboard for cluster visualization. Offers real-time metrics, dynamic log streaming, container exec shortcuts, and immediate cluster health alerts, providing a modern alternative to browser dashboards. language: JavaScript resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dd1e5c18d53d7353fcaad0e52d8769c617b69ac7d6821f62e8975f70e7cdd0ea health_score: 100.0 last_checked: 1779031393.456007 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Terminal UI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-06-17T13:05:26Z' gh_stars: 2230 discovered_at: '2024-06-17T13:05:26Z' https://github.com/astral-sh/ruff: title: ==Ruff== description: '' year: '2025' stars: 5 ai_summary: Curator Insight introduces Ruff as an extremely fast Python linter and formatter written in Rust. Live Grounding confirms Ruff is a de facto industry standard, dramatically lowering CI run times by replacing several older style checkers with a single compiled utility. language: Rust resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 00e4cdf7ccac1fddbb00564f504169888829f18e865b1595287c4892ad556867 health_score: 100.0 last_checked: 1779030559.037744 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Static Analysis tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md - docs/visual-studio.md v2_locations: - python.md - visual-studio.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T09:19:30Z' gh_stars: 47969 discovered_at: '2026-06-14T09:19:30Z' https://github.com/atinfo/awesome-test-automation: title: Awesome Test Automation description: '' year: '2026' stars: 5 ai_summary: An extensive curated directory compiling top-tier testing tools, frameworks, and continuous validation resources. Features directories for end-to-end web tests, load injection suites, API contract testers, and mobile automation libraries. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 122c77eeac0f609a07457f5415a2e09524d356674ed39f58d08a783a9cabde68 health_score: 100.0 last_checked: 1781736123.142216 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Test Automation Repositories tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md - docs/qa.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - qa.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.142216+02:00' https://github.com/atombender/ktail: title: "==atombender/ktail== \U0001F31F" description: '' year: '2017' stars: 3 ai_summary: A dedicated log-streaming tool built to stream, aggregate, and colorize logs from multiple workloads simultaneously. It filters log pipelines by name or label schemas to optimize terminal investigations. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: df0e7f2e8603144cba19bbf1aac09e4afeb62d7e17c9b896b903d5b2ca6a69fb health_score: 100.0 last_checked: 1779032800.756558 needs_ai_refresh: true hierarchy: - Observability & Performance - Log Streaming - CLI Log Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-12-12T00:15:59Z' gh_stars: 365 discovered_at: '2024-12-12T00:15:59Z' https://github.com/auchenberg/volkswagen: title: auchenberg/volkswagen description: '' year: '2016' stars: 5 ai_summary: A satirical utility that detects if a test suite is running inside a CI pipeline and automatically forces a green/passing status. A humorous warning on metrics tampering. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 93b447d3c580cbc91864737ac4c76580b4f07569783000abe2a687b53a4393b4 health_score: 100.0 last_checked: 1779032243.243873 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Satire tags: - '[DE FACTO STANDARD]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-27T07:23:49Z' gh_stars: 15447 discovered_at: '2026-02-27T07:23:49Z' https://github.com/authelia/authelia: title: "Authelia \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Authelia is an open-source authentication and authorization server providing single sign-on (SSO) for applications behind reverse proxies. It supports multi-factor authentication (MFA), dynamic security policies, and user management, offloading auth logic from backend systems. language: Go resource_type: Identity Provider / SSO Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2209fc4a3a7d59e14441ca939b359b22219057aece6ca60b5085c4dd362d194e health_score: 100.0 last_checked: 1779032163.428558 needs_ai_refresh: true hierarchy: - Security & Identity - Authentication & Authorization - Single Sign-On tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T08:39:42Z' gh_stars: 28049 discovered_at: '2026-06-14T08:39:42Z' https://github.com/automateyournetwork/automate_your_network: title: 'github.com/automateyournetwork/automate_your_network: Automate Your Network'' - John Capobianco - July 1st 2023' description: '' year: '2023' stars: 3 ai_summary: A comprehensive network automation repository by John Capobianco supporting his publication. It presents concrete playbooks and collections to programmatically manage, audit, and document enterprise network appliances and switches. language: YAML resource_type: Source Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5d31d3be43cf606cbb74f11b646eb7b881cad9edf676806d16c1f0613eab0b1f health_score: 100.0 last_checked: 1779031429.511523 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Network Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-09-14T21:51:12Z' gh_stars: 647 discovered_at: '2023-09-14T21:51:12Z' https://github.com/avelino/awesome-go: title: "Awesome Go \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 292d69dad4fc77350d3fa86ed7f3445202a3d206cf44e1bacefa89ba335df2db health_score: 100.0 last_checked: 1779033429.477965 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md - docs/other-awesome-lists.md v2_locations: - golang.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T05:05:39Z' gh_stars: 175407 is_special: true discovered_at: '2026-06-14T05:05:39Z' https://github.com/avencera/yamine: title: avencera/yamine description: '' year: '2021' stars: 2 ai_summary: A fast, Rust-based CLI processor built to parse and validate YAML file structures. While development is inactive, it serves as a lightweight local tool for querying configuration nodes in resource-constrained container images. language: Rust resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: c4e4ca3024ed487a1458c6f048e15edca15c9af13912b36f9a79359040d90465 health_score: 100.0 last_checked: 1779029985.469766 needs_ai_refresh: true hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-11-14T15:26:04Z' gh_stars: 19 is_special: true discovered_at: '2023-11-14T15:26:04Z' https://github.com/awesome-devops/awesome-ansible: title: https://github.com/awesome-devops/awesome-ansible description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336 health_score: 100.0 last_checked: 1779034296.148095 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:36.148095+02:00' https://github.com/awesome-foss/awesome-sysadmin: title: Awesome Sysadmin description: '' year: '2026' stars: 5 ai_summary: An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1fd8ce0ee108f10c5f79b57aebca66b9b362a567c0afc83264a4704b99ae3bd8 health_score: 100.0 last_checked: 1779033759.54017 needs_ai_refresh: true hierarchy: - Infrastructure - Sysadmin - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devops-tools.md - docs/iac.md - docs/monitoring.md v2_locations: - devops-tools.md - iac.md - monitoring.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-03T21:31:07Z' gh_stars: 34277 discovered_at: '2026-06-03T21:31:07Z' https://github.com/awesome-it/adeploy: title: awesome-it/adeploy description: '' year: '2020' stars: 0 ai_summary: An Ansible-based automation utility designed to orchestrate early-stage Kubernetes cluster deployments. Modern production operations have entirely transitioned to Kubernetes-native platforms (e.g., Kubeadm, Cluster API) and GitOps tooling (e.g., Argo CD). language: Python resource_type: CLI / Script complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 73a59f2bcd53854998e44781b7181e97d3587dda6739ea22414a016470c72775 health_score: 100.0 last_checked: 1779032057.289364 needs_ai_refresh: true hierarchy: - Operations - GitOps & Delivery - Deployment Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-03-23T16:01:24Z' gh_stars: 14 discovered_at: '2026-03-23T16:01:24Z' https://github.com/awesome-soft/awesome-devops: title: Awesome DevOps description: '' year: '2026' stars: 2 ai_summary: A multi-disciplinary tool index mapping platforms for provisioning, monitoring, security, container hosting, and deployment automation. Acts as a quick-lookup repository for constructing comprehensive DevOps toolchains. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: df038a8577496df46981aaba137c4729d4fc5c6a96ae3e93c4a617ce97612df7 health_score: 100.0 last_checked: 1779030404.394385 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - DevOps & SRE Engineering - General Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-06-05T06:21:48Z' gh_stars: 518 is_special: true discovered_at: '2025-06-05T06:21:48Z' https://github.com/awesome-sre/awesome-sre: title: awesome-sre/awesome-sre description: '' year: '2026' stars: 0 ai_summary: A general SRE community registry documenting articles, telemetry paradigms, cluster performance charts, and manual failover plans for high-concurrency web systems. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 021ccfb5e4969ceefc90fd61ddc505c9db6b049211b74bb0a466925c3524ec19 health_score: 100.0 last_checked: 1781736123.151118 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - General SRE tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.151118+02:00' https://github.com/aws-cloudformation/cloudformation-guard: title: AWS CloudFormation Guard description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 80aa712b02fec3418dc86d022a043d90881873d43e7b6851962e9fd01ec6da8e health_score: 100.0 last_checked: 1779033974.554805 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/aws-iac.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:06:14.554805+02:00' https://github.com/aws-controllers-k8s/community: title: "AWS Controllers for Kubernetes (ACK) \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Official community hub for AWS Controllers for Kubernetes (ACK). It allows cloud platform engineers to define and manage AWS resources (like RDS databases, S3 buckets, and SQS queues) directly through standard Kubernetes manifests and controllers. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8c61de863d9d618c6469f0c6adbceb09bb3429f1003d6aeea23e3890328e8ca7 health_score: 100.0 last_checked: 1779032953.155202 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Amazon EKS - ACK tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T20:57:56Z' gh_stars: 2627 discovered_at: '2026-06-13T20:57:56Z' https://github.com/aws-ia/terraform-aws-eks-blueprints: title: "==github.com/aws-ia/terraform-aws-eks-blueprints (examples) \U0001F31F\U0001F31F\U0001F31F==" description: '' year: '2026' stars: 4 ai_summary: A production-ready collection of Terraform modules designed to accelerate Amazon EKS cluster deployments. Live Grounding highlights its architecture for bootstrapping clusters with essential add-ons like Karpenter, AWS Load Balancer Controller, and Prometheus. It represents the industry standard for declarative EKS infrastructure provisioning. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b10114e005af34dd0a1b090b242ad5d0300ce15888760f434b4a9c9f669918da health_score: 100.0 last_checked: 1779034355.907401 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-05T11:52:56Z' gh_stars: 3024 discovered_at: '2026-06-05T11:52:56Z' https://github.com/aws-ia/terraform-aws-eks-blueprints/blob/main/docs/v4-to-v5/motivation.md: title: Direction for v5 of Terraform EKS Blueprints description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2c9c034bfea790f9e75891f8aad8bd0022eaa94cd283c308e84cbea5611b9ab2 health_score: 100.0 last_checked: 1779029268.246351 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T16:47:48.246351+02:00' https://github.com/aws-observability: title: github.com/aws-observability description: '' year: '2023' stars: 0 ai_summary: The main landing repository for AWS Observability engineering groups. Provides multi-faceted Terraform templates designed to spin up standardized, enterprise-grade cloud logging and analytical tools. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 32f9ed227a0d9d466b2608c94a92bdcba69daa5957985988f41e207df893e9c1 health_score: 100.0 last_checked: 1779029174.695531 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:46:14.695531+02:00' https://github.com/aws-observability/terraform-aws-observability-accelerator: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7160eea9597c82c0cbab2e806ff4aa39884346cc33c66281304796c207d8a342 health_score: 100.0 last_checked: 1779032780.159265 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:20.159265+02:00' https://github.com/aws-quickstart/cdk-eks-blueprints: title: '==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0dfa9e033918308136eab12a441be32ed43249e4d49bd227ab3aa9e566596a55 health_score: 100.0 last_checked: 1779029897.594014 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:17.594014+02:00' https://github.com/aws-samples: title: "==github.com/aws-samples== \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The master organization containing AWS-curated reference architectures, deployment scripts, and code samples. Serves as a vital baseline for implementing multi-account strategies, serverless setups, and security blueprints. language: Multi resource_type: Organization complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 818b25c8b128c4cc08f1b407654a5168ca85db1486768edb4d8634628e815922 health_score: 100.0 last_checked: 1779034306.720688 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:11:46.720688+02:00' https://github.com/aws-samples/aws-auto-inventory: title: "github.com/aws-samples/aws-auto-inventory: AWS Automated Inventory \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An automated system designed to discover, track, and catalog AWS infrastructure assets across multiple regions and accounts. Leverages Serverless functions and AWS Config to maintain real-time compliance dashboards. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d313f0e1c1d23aa70404f9af62b2948d85be04af17d3609ce1a0253fc928a08c health_score: 100.0 last_checked: 1779033655.90476 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Asset Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T19:34:23Z' gh_stars: 254 discovered_at: '2026-06-11T19:34:23Z' https://github.com/aws-samples/aws-cdk-for-k3scluster: title: "github.com/aws-samples/cdk-k3s-cluster \U0001F31F" description: '' year: '2023' stars: 2 ai_summary: An AWS Cloud Development Kit (CDK) resource package that constructs complete K3s virtual machine clusters on EC2, offering a highly economical alternative to managed AWS EKS services. language: TypeScript resource_type: IaC complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c2b3307d5505a3dde5e67e92035a8d1a9872f9d58d9450854c4259e2e2a9a1cd health_score: 100.0 last_checked: 1779032790.445977 needs_ai_refresh: true hierarchy: - Edge & IoT - Infrastructure as Code - AWS CDK tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-10-27T13:35:31Z' gh_stars: 61 discovered_at: '2022-10-27T13:35:31Z' https://github.com/aws-samples/aws-cdk-stack-builder-tool: title: ==github.com/aws-samples/aws-cdk-stack-builder-tool== description: '' year: '2024' stars: 5 ai_summary: An AWS Samples tool configured to dynamically build and modularize AWS CDK stacks based on high-level configuration templates. It streamlines boilerplate IAC setup, allowing platform engineering teams to maintain clean, scalable multi-environment stacks. Ideal for bootstrapping large cloud applications adhering to AWS Well-Architected frameworks. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 93a3ebf7ea5faff6c84b491c2841b309a61ceb63f65f710297d3782e44d4c829 health_score: 100.0 last_checked: 1779033487.172637 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Infrastructure as Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-08-01T15:35:30Z' gh_stars: 202 discovered_at: '2024-08-01T15:35:30Z' https://github.com/aws-samples/aws-customer-playbook-framework: title: "github.com/aws-samples/aws-customer-playbook-framework \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A comprehensive operational framework that helps organizations define, structure, and automate IT playbooks and runbooks on AWS. Enhances incident response protocols and disaster recovery simulations. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 82978fb0b4badce58791e9b1211ffc292cb1b18641bd837172c86e076e686297 health_score: 100.0 last_checked: 1779034582.646233 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Operational Excellence tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T23:29:32Z' gh_stars: 661 discovered_at: '2026-06-13T23:29:32Z' https://github.com/aws-samples/aws-eks-accelerator-for-terraform: title: "github.com/aws-samples/aws-eks-accelerator-for-terraform: AWS EKS Accelerator' for Terraform \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b10114e005af34dd0a1b090b242ad5d0300ce15888760f434b4a9c9f669918da health_score: 100.0 last_checked: 1779031026.286326 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:06.286326+02:00' https://github.com/aws-samples/aws-network-hub-for-terraform: title: '==aws-samples/aws-network-hub-for-terraform: Network Hub Account with Terraform==' description: '' year: '2024' stars: 5 ai_summary: Structured Terraform blueprints for provisioning centralized Transit Gateway or Cloud WAN hubs. Implements hub-and-spoke networking topology across multi-account enterprise structures safely. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f90f133dc5fdb9937ae0040c9da9cfe80b3a117b17c361d19a75f217f09d5e2e health_score: 100.0 last_checked: 1779033030.843072 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - AWS Networking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-06-11T14:55:42Z' gh_stars: 103 discovered_at: '2024-06-11T14:55:42Z' https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-from-hashicorp-vault: title: 'github.com/aws-samples: How to set up continuous replication from your third-party'' secrets manager to AWS Secrets Manager' description: '' year: '2022' stars: 1 ai_summary: An AWS-samples repository containing code to continuously replicate secret assets between external managers (such as HashiCorp Vault) and AWS Secrets Manager. Features serverless execution scripts to maintain secrets synchronization across hybrid-cloud infrastructures. language: Python/Terraform resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e6966ffed386f7a22e26fdd7e5a35687d807fc1c6dda1c86f60058dd915c314a health_score: 100.0 last_checked: 1779031064.966434 needs_ai_refresh: true hierarchy: - Cloud Architecture - AWS - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-06-18T14:19:35Z' gh_stars: 16 discovered_at: '2024-06-18T14:19:35Z' https://github.com/aws-samples/aws-training-demo: title: github.com/aws-samples/aws-training-demo description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e5f76d0406a15b046932dbd2d9018593d8479bc2555802fc14e9153e30744ddf health_score: 100.0 last_checked: 1779030611.478893 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:11.478893+02:00' https://github.com/aws-samples/aws-waf-ops-dashboards: title: github.com/aws-samples/aws-waf-ops-dashboards description: '' year: '2023' stars: 5 ai_summary: Contains CloudFormation templates and Athena query scripts to establish centralized dashboards for AWS Web Application Firewall (WAF) logs. Empowers security operations to detect anomalous traffic patterns. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dcaf014a4d72a7da3894d5ce0acf5bc9846ef88858e8f35e4dc73bd084f64814 health_score: 100.0 last_checked: 1779029370.065385 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Security & WAF tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-11-27T08:21:51Z' gh_stars: 56 discovered_at: '2024-11-27T08:21:51Z' https://github.com/aws-samples/hardeneks: title: ==aws-samples/hardeneks== description: '' year: '2023' stars: 3 ai_summary: A command-line verification tool that systematically audits Amazon EKS clusters against established AWS operational and security best practices. Evaluates network security, IAM posture, pod disruption budgets, and admission control policies to generate a structured hardening roadmap. language: Python resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: edc2459616595e86d5e6383d5f5a3787764cae0b6835ee512405c7a17634c4bd health_score: 100.0 last_checked: 1779029341.244744 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS EKS - Security & Hardening - Compliance Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2026-05-26T00:27:14Z' gh_stars: 958 discovered_at: '2026-05-26T00:27:14Z' https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent: title: 'github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent' description: '' year: '2021' stars: 2 ai_summary: An archival security daemonset developed by AWS to locate containers running vulnerable Log4j libraries in Kubernetes. While no longer actively maintained, the scanning patterns and daemon architecture provide a solid reference for building automated host security scanning tools. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 22448286ac0f3eab391c744233094b8ae540668353a4f8af768a2d36c126e674 health_score: 100.0 last_checked: 1779033773.451103 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4j Detection Agent tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-08-26T14:56:01Z' gh_stars: 2 discovered_at: '2022-08-26T14:56:01Z' https://github.com/aws-samples/resource-tagging-automation: title: 'github.com/aws-samples: Guide to Resource Tagging Automation' description: '' year: '2023' stars: 5 ai_summary: Automated cloud governance solution leveraging AWS Lambda to automatically append standardized metadata tags onto AWS resources. Simplifies enterprise cost allocation and compliance enforcement operations. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 353e106235cad0b0eb9a3d84375d179ed0575446d2bb8833813930176db4411c health_score: 100.0 last_checked: 1779029641.249659 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - Resource Tagging tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2026-05-19T03:16:19Z' gh_stars: 55 discovered_at: '2026-05-19T03:16:19Z' https://github.com/aws-samples/serverless-java-frameworks-samples: title: "aws-samples/serverless-java-frameworks-samples: Lambda demo with common' Java application frameworks \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Provides deep-dive comparison and code samples for building serverless workloads with Java on AWS Lambda. Evaluates cold-start strategies, optimization techniques, and framework comparisons like Spring Cloud Function, Micronaut, and Quarkus. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 867180f2e91e7ff5a77f1975a4475a158eee7e6d192f07ef1fec431162932a46 health_score: 100.0 last_checked: 1779033068.698051 needs_ai_refresh: true hierarchy: - Serverless Architectures - AWS Lambda - Java Performance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-01-10T14:16:26Z' gh_stars: 159 discovered_at: '2024-01-10T14:16:26Z' https://github.com/aws-samples/service-catalog-engine-for-terraform-os: title: '==github.com/aws-samples: AWS Service Catalog Engine for Terraform==' description: '' year: '2023' stars: 2 ai_summary: AWS-maintained blueprint demonstrating integration between AWS Service Catalog and Terraform. Empowers centralized IT admins to declare pre-approved, compliant infrastructure configurations for user self-service provisioning. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 141ecec3f0fa591c8ce5cf754d915850551d85b3d2218af4ef16c82b25ff0ead health_score: 100.0 last_checked: 1779030780.110586 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-22T12:58:49Z' gh_stars: 147 discovered_at: '2024-05-22T12:58:49Z' https://github.com/aws-samples/service-control-policy-examples: title: 'github.com/aws-samples: Service Control Policy examples' description: '' year: '2023' stars: 2 ai_summary: A curated directory of structural AWS Service Control Policies (SCPs) utilized within AWS Organizations. It provides architectural JSON blocks to establish hard regional restrictions, enforce multi-factor authentication, restrict dangerous actions, and protect critical cloud monitoring tools. language: JSON resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ef3f0e023a64271f4be0f8d1359af9025a8e6cb503d00a91f8a3642438dab932 health_score: 100.0 last_checked: 1779032552.567438 needs_ai_refresh: true hierarchy: - Cloud Architecture - AWS - Security and Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2026-06-09T14:29:13Z' gh_stars: 305 discovered_at: '2026-06-09T14:29:13Z' https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings: title: 'github.com/aws-samples: Visualize AWS IAM Access Analyzer Policy Validation'' Findings' description: '' year: '2021' stars: 5 ai_summary: A reference implementation that automates the visualization of AWS IAM Access Analyzer validation findings. By routing findings through Amazon EventBridge, AWS Lambda, and QuickSight, it provides operations teams with a visual dashboard of policy syntax issues and non-compliant definitions across multiple accounts. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f3fa9a4196c5cb6dc490af4524fd9c48039fe8b55ccc0ca58794beb6cb5b1a40 health_score: 100.0 last_checked: 1779030235.967384 needs_ai_refresh: true hierarchy: - Security & Identity - AWS IAM - Compliance & Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2023-02-22T16:02:21Z' gh_stars: 21 discovered_at: '2023-02-22T16:02:21Z' https://github.com/aws-samples/well-architected-iac-analyzer: title: AWS Well-Architected IaC Analyzer description: '' year: '2026' stars: 2 ai_summary: An AWS-backed auditing analyzer designed to inspect CloudFormation and Terraform designs against the AWS Well-Architected standard. Evaluates infrastructure-as-code deployments for security vulnerabilities and reliability issues before runtime provisioning. language: Python resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0d76dd9d8bc2aa894af79faf1731a0b1820561aa2858dee446b5d6a9fd641056 health_score: 100.0 last_checked: 1779030482.75807 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Compliance Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md - docs/aws-architecture.md - docs/iac.md v2_locations: - ai.md - aws-architecture.md - iac.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2026-06-11T07:08:01Z' gh_stars: 483 discovered_at: '2026-06-11T07:08:01Z' https://github.com/aws-solutions/aws-waf-security-automations: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering github.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781735878.648491 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T17:17:13Z' gh_stars: 922 discovered_at: '2026-05-19T17:17:13Z' https://github.com/aws/amazon-ec2-metadata-mock: title: Amazon EC2 Metadata Mock description: '' year: '2025' stars: 2 ai_summary: Curator Insight presents this tool as a local mock for the Amazon EC2 Instance Metadata Service (IMDSv1/v2). Live Grounding confirms its high utility in local testing pipelines and CI/CD environments, allowing developers to simulate instance roles, security credentials, and spot interruption notices without provisioning real cloud resources. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7170fe54585c143eba0319e7e780f6b9f481c4686eca4726f5bc412f81116a29 health_score: 100.0 last_checked: 1779030719.03204 needs_ai_refresh: true hierarchy: - Testing & Chaos - Local Emulation - EC2 Metadata tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-26T18:01:53Z' gh_stars: 291 discovered_at: '2026-05-26T18:01:53Z' https://github.com/aws/amazon-eks-pod-identity-webhook: title: azon EKS Pod Identity Webhook description: '' year: '2026' stars: 5 ai_summary: A mutating admission webhook that injects AWS IAM environmental variables and credentials into Kubernetes Pods. This enables IAM Roles for Service Accounts (IRSA), allowing pods to securely access external AWS API endpoints without relying on shared node-level roles. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 900ea2479ec0af33543f0ce1d517d94c64ccea8bc87133846a70a8fe7bf276b2 health_score: 100.0 last_checked: 1779034323.506482 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Security & Compliance - IAM tags: - '[DE FACTO STANDARD]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T23:20:14Z' gh_stars: 683 discovered_at: '2026-06-08T23:20:14Z' https://github.com/aws/aws-node-termination-handler: title: "==aws/aws-node-termination-handler== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2 instance maintenance events, Spot interruptions, or ASG rebalance recommendations. Gracefully drains affected nodes, maintaining overall cluster operational reliability. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 01103f43679fee0307728fb10caa4ad677035880b1cbddf33ba5e7986e7ff699 health_score: 100.0 last_checked: 1779032579.205427 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Amazon EKS - Spot Instances tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T18:00:49Z' gh_stars: 1757 discovered_at: '2026-06-10T18:00:49Z' https://github.com/aws/containers-roadmap: title: 'aws/containers-roadmap: AWS Containers Roadmap' description: '' year: '2026' stars: 5 ai_summary: The open-source public roadmap for AWS container services (ECS, EKS, ECR). It bridges developer requirements with core AWS engineering teams, offering a transparent ledger of feature designs, active developments, and historical releases. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a651d1bd73fd7a541f169ac4c3c373abe2c1fcb7b07c5ef981f09037ca9c4b64 health_score: 100.0 last_checked: 1779031456.019786 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Containers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-03-25T18:13:16Z' gh_stars: 5350 discovered_at: '2025-03-25T18:13:16Z' https://github.com/aws/eks-anywhere: title: 'EKS Anywhere: github.com/aws/eks-anywhere' description: '' year: '2023' stars: 4 ai_summary: Official hybrid-cloud open-source distribution bringing EKS lifecycle tooling, operational practices, and configurations directly into bare-metal, vSphere, or Nutanix environments. Maintains uniform operational patterns across hybrid infrastructures. language: Go resource_type: Deployment Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0e4a9995f346ee09cf6603d3aa9b5c28db4498c13f6478636e9bc47573ec4444 health_score: 100.0 last_checked: 1779030558.991 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS EKS - Hybrid Cloud - On-Premises EKS tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T21:57:52Z' gh_stars: 2096 discovered_at: '2026-06-12T21:57:52Z' https://github.com/aws/eks-charts: title: "==github.com/aws/eks-charts== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Helm chart repository maintained by Amazon Web Services to bootstrap essential cluster add-ons. It hosts deployment packages for core utilities like App Mesh Controller, AWS Load Balancer Controller, Node Termination Handler, and the VPC CNI plugin. language: Smarty resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3512a561b798a96282a8e9f78d9e69f8109d1b85d8dac2f5d0182c49b4622302 health_score: 100.0 last_checked: 1779030335.821445 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Amazon EKS - Helm Repositories tags: - '[DE FACTO STANDARD]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T17:42:16Z' gh_stars: 1298 discovered_at: '2026-06-09T17:42:16Z' https://github.com/aws/eks-distro: title: ==aws/eks-distro== description: '' year: '2023' stars: 3 ai_summary: An open-source release containing the exact upstream Kubernetes components, security backports, and upstream patches used by Amazon EKS. Empowers platform developers to run highly synchronized non-AWS clusters. language: Go resource_type: Software Distribution complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1d4ed3479bda4d77f443bde81755492b1a8fef12a2b80ae8efceaa16c44195a0 health_score: 100.0 last_checked: 1779031426.161972 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS EKS - Kubernetes Distributions - Base Build tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:28:20Z' gh_stars: 1458 discovered_at: '2026-06-12T15:28:20Z' https://github.com/aws/karpenter-provider-aws: title: awslabs/karpenter description: '' year: '2021' stars: 5 ai_summary: Karpenter is an open-source, high-performance node provisioning operator built for Kubernetes. It bypasses traditional ASG-based scaling by launching right-sized EC2 instances directly in response to unschedulable pods, significantly reducing scheduling latency and resource waste. language: Go resource_type: Operator complexity: High is_microservice: true status: online addition_method: manual content_hash: 5efc45c20734350a0c65c8fc00f26170d524537559c5104c344a46a18a3b0ff5 health_score: 100.0 last_checked: 1779130495.033744 needs_ai_refresh: true hierarchy: - Infrastructure - Autoscaling - Node Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:11:07Z' gh_stars: 7654 discovered_at: '2026-06-12T17:11:07Z' https://github.com/aws/secrets-store-csi-driver-provider-aws: title: 'aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config'' Provider for Secret Store CSI Driver' description: '' year: '2026' stars: 4 ai_summary: The official AWS Secrets Manager provider for the Secrets Store CSI Driver. Mounts secrets directly from AWS Secrets Manager into pods as transient virtual filesystems, keeping secrets out of both the etcd database and persistent storage nodes. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ed9caa75dfefdcd07ddcc0b0cc923b7ae888457ee6adf38b529837c4133f0249 health_score: 100.0 last_checked: 1779033943.016738 needs_ai_refresh: true hierarchy: - Security - Secrets Management - CSI Driver Providers tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T16:13:51Z' gh_stars: 587 discovered_at: '2026-06-11T16:13:51Z' https://github.com/awslabs: title: AWS Labs GitHub description: '' year: '2026' stars: 0 ai_summary: The central AWS Labs GitHub organization housing hundreds of active experimental projects, tooling integrations, and reference CDK blueprints. Live Grounding highlights this hub as a critical launchpad for emerging patterns in infrastructure-as-code and cloud automation. It provides platform engineering teams with robust, peer-reviewed building blocks for accelerated architecture design. language: N/A resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 77eceb187995b0fae21705b9b2adf06e9327ec39af9c878323df2a9abf2fb65e health_score: 100.0 last_checked: 1779029169.225877 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Reference Architectures tags: - '[EMERGING]' v1_locations: - docs/aws-architecture.md - docs/aws-tools-scripts.md - docs/aws.md v2_locations: - aws-architecture.md - aws-tools-scripts.md - aws.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:46:09.225877+02:00' https://github.com/awslabs/amazon-ecr-credential-helper: title: 'awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper' description: '' year: '2025' stars: 4 ai_summary: A Docker credential helper that handles seamless, transparent IAM-based authentication for Amazon ECR. By removing the need to run periodic 'aws ecr get-login-password' cron jobs, it enhances runtime security by integrating directly with standard IAM Instance Profiles and local AWS config files. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 6485c879c08e0048456259670896b18bcea1520aad1490fd027b541df0bf53cf health_score: 100.0 last_checked: 1779034139.574942 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Security Practices tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T16:44:24Z' gh_stars: 2703 discovered_at: '2026-06-09T16:44:24Z' https://github.com/awslabs/amazon-eks-ami/issues/183: title: 'ref1: docker build --network=host' description: '' year: '2018' stars: 4 ai_summary: A long-standing GitHub issue discussing Docker build networking constraints, specifically regarding the utilization of host-networking. Valuable for troubleshooting build-time network discovery and enterprise proxy traversal. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3efb5a631c9ef42d3718b7947268b418aa37ae03667c290e8272049c88c56339 health_score: 100.0 last_checked: 1779030197.283987 needs_ai_refresh: true hierarchy: - CI-CD - Containerization - Networking tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2026-06-12T01:26:31Z' gh_stars: 2651 discovered_at: '2026-06-12T01:26:31Z' https://github.com/awslabs/amazon-s3-tar-tool: title: 'github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool' description: '' year: '2025' stars: 5 ai_summary: An AWS Labs utility designed to parallelize the creation of TAR archives directly from S3 bucket structures. It prevents the network egress bottle-necks associated with downloading S3 objects locally before compression. Extremely valuable for big data analytics architectures and data lifecycle archival procedures. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2a13e2400114619f000a6378403d1e6537ba17a05b54e1aba3d239eb2dbfa011 health_score: 100.0 last_checked: 1779034392.277136 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Storage Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-08T02:24:52Z' gh_stars: 233 discovered_at: '2026-04-08T02:24:52Z' https://github.com/awslabs/assisted-log-enabler-for-aws: title: 'github.com/awslabs/assisted-log-enabler-for-aws: Assisted Log Enabler -'' Find resources that are not logging, and turn them on' description: '' year: '2025' stars: 5 ai_summary: An AWS Labs community-focused repository offering automation scripts to identify resource endpoints that lack active logging and programmatically enable auditing (e.g., S3 server access logging, VPC Flow Logs). It addresses serious audit compliance gaps across expansive, multi-account structures. Live Grounding maintains its high utility for enterprises validating governance against SOC2 and CIS benchmarks. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a639dceeef558c6cfb347e005da2e3088994cf965c57d0af619e56dd2d1e96b2 health_score: 100.0 last_checked: 1779031898.675195 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Logging and Auditing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T23:30:47Z' gh_stars: 274 discovered_at: '2026-06-13T23:30:47Z' https://github.com/awslabs/aws-cloudsaga: title: '==awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS==' description: '' year: '2025' stars: 5 ai_summary: AWS CloudSaga is an open-source tool developed by AWS to simulate security events and malicious activity directly inside your AWS environment. It enables security operations teams to validate detection mechanisms, alert pipelines, and incident response procedures. Essential for continuous red-teaming exercises and maintaining robust cloud posture management. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 72b2d374572c51c3b212c0901e24f9e113bba18f791604eb743c29512ba40d18 health_score: 100.0 last_checked: 1779031564.70116 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Security Simulation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T23:25:47Z' gh_stars: 477 discovered_at: '2026-06-13T23:25:47Z' https://github.com/awslabs/aws-kubernetes-migration-factory: title: "==github.com/awslabs: Kubernetes Migration Factory User Guide== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The AWS Kubernetes Migration Factory provides an automated, programmatic framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. Curator Insight notes its structured pipelines that reduce migration errors, while Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features include source-to-target automation, pre-migration validation, and automated target cluster provisioning. language: Python resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e26f3a98e5b89e36ff101cb719d6253d6ccd4549bbf8b9038afb2edcfddac61b health_score: 100.0 last_checked: 1779031352.467595 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Cloud Migration - Automation tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-09-25T20:41:08Z' gh_stars: 130 discovered_at: '2024-09-25T20:41:08Z' https://github.com/awslabs/aws-waf-sample: title: AWS WAF sample rules description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 18765cc1d9a80d454aac4d31c5e3e3ac458ca6d5e0b2885f71a2544369fae56e health_score: 100.0 last_checked: 1779030583.784468 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:43.784468+02:00' https://github.com/awslabs/cdk-eks-blueprints: title: '==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK==' description: '' year: '2026' stars: 5 ai_summary: An AWS Cloud Development Kit (CDK) based framework that simplifies bootstrapping and configuring production-ready EKS clusters. Synthesizing developer insight with live deployment footprints, it provides programmatic control over EKS configurations, core add-ons, and IAM integrations. It is ideal for teams seeking TypeScript/Python program-based IaC over static YAML or HCL configurations. language: TypeScript resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6d1c7f8cb4f4504526a91b80b3d6831dfaa2d23609fdd7ba4d74fd6a4c79ac63 health_score: 100.0 last_checked: 1779130495.009576 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - AWS CDK tags: - '[DE FACTO STANDARD]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T23:11:51Z' gh_stars: 510 discovered_at: '2026-06-11T23:11:51Z' https://github.com/awslabs/cdk8s: title: github.com/awslabs/cdk8s description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b health_score: 100.0 last_checked: 1779030989.982793 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:29.982793+02:00' https://github.com/awslabs/cognito-at-edge: title: awslabs/cognito-at-edge description: '' year: '2023' stars: 2 ai_summary: An AWS Labs utility for parsing and verifying Amazon Cognito user authentication tokens directly inside CloudFront Lambda@Edge functions. This shifts JWT parsing to the network edge, avoiding cold starts on regional API servers. language: TypeScript resource_type: Library complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e404f89183c7624b41303bf7684985db4f495ce1cd01b7ad90a9c0fb6a4c06b0 health_score: 100.0 last_checked: 1779030052.514673 needs_ai_refresh: true hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-29T16:43:34Z' gh_stars: 238 discovered_at: '2026-05-29T16:43:34Z' https://github.com/awslabs/diagram-as-code: title: "github.com/awslabs/diagram-as-code \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: An AWS Labs community experiment designed to showcase the power of programmatically rendering complex systems architecture. Helps engineers integrate documentation updates directly inside release workflows. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b785f63e07b6aec35d948693162ca6d59795c1bfaa2c91d1abd5b15d121ac443 health_score: 100.0 last_checked: 1779033508.482774 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Diagrams as Code - Python tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-20T01:46:01Z' gh_stars: 1519 discovered_at: '2026-04-20T01:46:01Z' https://github.com/awslabs/eks-node-viewer: title: awslabs/eks-node-viewer description: '' year: '2023' stars: 4 ai_summary: A highly functional CLI diagnostic tool designed to visualize real-time cost, resource utilization, and scheduling efficiency across Amazon EKS node groups. Highly integrated with dynamic autoscaling engines like Karpenter to optimize infrastructure financial footprints. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0bde84201333b18e725405254ecaa05aba317bf3205f04b8dd87323ad99b9878 health_score: 100.0 last_checked: 1779033343.14635 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS EKS - Cost Optimization - Node Scaling Metrics tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T19:56:47Z' gh_stars: 1632 discovered_at: '2026-06-08T19:56:47Z' https://github.com/awslabs/karpenter: title: awslabs/karpenter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d5d81bd6f2e1a86399f0b28a8b016245f35a425de82ac20bad1a52be5f295000 health_score: 100.0 last_checked: 1779031896.881284 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.881284+02:00' https://github.com/awslabs/specctl: title: github.com/awslabs/specctl description: '' year: '2023' stars: 5 ai_summary: A specialized security tool developed by AWS Labs to parse, extract, and map standard Kubernetes manifest objects or ECS task definitions directly into AWS infrastructure controls. Analyzes security and network isolation requirements. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1bc5beb53afb89e68bcccf04c3c60985b6d289e14aa4593a45cf691c1a42da52 health_score: 100.0 last_checked: 1779034306.928352 needs_ai_refresh: true hierarchy: - Security & Governance - Kubernetes Compliance - Infrastructure Translation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-11-10T17:14:34Z' gh_stars: 258 discovered_at: '2023-11-10T17:14:34Z' https://github.com/awslabs/sustainability-scanner: title: 'github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)' description: '' year: '2023' stars: 2 ai_summary: An AWS Labs security linter (SusScanner) designed to parse CloudFormation templates, highlighting optimization and resource usage anomalies. The tool aids in reducing carbon footprints and waste overhead by aligning resource choices with the AWS Sustainability Pillar. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 71279f7c9292f087f392647331e6d2c66016616c552f4d963dd01cdeab02ecec health_score: 100.0 last_checked: 1779032108.764237 needs_ai_refresh: true hierarchy: - Cloud Architecture - AWS - Sustainability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2024-08-29T08:48:01Z' gh_stars: 124 discovered_at: '2024-08-29T08:48:01Z' https://github.com/awslabs/terraform-iam-policy-validator: title: awslabs/terraform-iam-policy-validator description: '' year: '2021' stars: 5 ai_summary: A command-line tool designed to parse Terraform plans and validate IAM policies against AWS IAM Access Analyzer's validation rules during CI/CD. This enables automated static security analysis of infrastructure-as-code, blocking insecure policy deployment before they reach live environments. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 354fc7cde8325e7bd07ccd57ffd8cad06c5c037c4d909569993d56f0f166b99b health_score: 100.0 last_checked: 1779030401.520578 needs_ai_refresh: true hierarchy: - Security & Identity - AWS IAM - Least Privilege Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT-0 gh_pushed: '2025-06-09T22:47:03Z' gh_stars: 347 discovered_at: '2025-06-09T22:47:03Z' https://github.com/aylei/kubectl-debug: title: kubectl-debug description: '' year: '2020' stars: 5 ai_summary: Originally a popular community-built plugin to launch debugging containers within target pods, `kubectl-debug` has largely been superseded by native Kubernetes Ephemeral Containers (`kubectl debug` command) in modern releases. This project remains a valuable reference for historical context and legacy cluster compatibility. For modern clusters, engineers are strongly advised to transition to built-in Kubernetes diagnostic commands. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b2309f629a8415f2d35aa07424e4548a1f1d6c70147de61c3fb8af9aad70cfd9 health_score: 100.0 last_checked: 1779034432.039956 needs_ai_refresh: true hierarchy: - Kubernetes - Troubleshooting Tooling - kubectl plugins tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-19T02:52:57Z' gh_stars: 2305 discovered_at: '2023-10-19T02:52:57Z' https://github.com/azohra/yaml.sh: title: azohra/yaml.sh description: '' year: '2021' stars: 2 ai_summary: An experimental, pure Bash-based YAML parser designed to extract configurations without external runtime dependencies like Python or Node.js. It is a lightweight helper for minimal edge installations, though mostly inactive in terms of recent development. language: Bash resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: 0cfc2dbf9260192158b5d7dc49e0d45b63299a02600ae86aaa8a155c50dd18fb health_score: 100.0 last_checked: 1779031401.928968 needs_ai_refresh: true hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[EMERGING]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-01-23T18:50:58Z' gh_stars: 34 is_special: true discovered_at: '2024-01-23T18:50:58Z' https://github.com/azsk/DevOpsKit: title: Secure DevOps Kit for Azure description: '' year: '2024' stars: 3 ai_summary: 'The Secure DevOps Kit for Azure (AzSK) provides scanning scripts, CI/CD extensions, and compliance templates for secure-by-default cloud engineering. Live Grounding: As of recent cycles, AzSK has transitioned to a legacy state with Microsoft recommending native Azure Policy and Microsoft Defender for Cloud. It remains a valuable historical reference for building automated security controls directly into enterprise deployment workflows.' language: PowerShell resource_type: Software Toolkit complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b9783691731becff9ab8cc1bcd7a74dc41860191a4800d478e3ab5b7f50a0d8d health_score: 100.0 last_checked: 1779033758.049454 needs_ai_refresh: true hierarchy: - DevSecOps & Platform Engineering - Infrastructure Security - AzSK Toolkit tags: - '[LEGACY]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-07T12:50:16Z' gh_stars: 222 discovered_at: '2024-05-07T12:50:16Z' https://github.com/azsk/DevOpsKit-docs: title: DevOpsKit-docs description: '' year: '2024' stars: 3 ai_summary: The official documentation repository supporting the Secure DevOps Kit for Azure (AzSK). It outlines operational processes for deploying automated security checks in Azure DevOps pipelines and resource deployment validation. While native Azure tools have superseded AzSK, the structured policies and patterns detailed here still inform modern DevSecOps security baselines. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ea109c8e22550cb328511be5017491ab4175b9d6e2fd928482c5860a720e853 health_score: 100.0 last_checked: 1779031302.828958 needs_ai_refresh: true hierarchy: - DevSecOps & Platform Engineering - Infrastructure Security - AzSK Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-02-14T11:55:39Z' gh_stars: 498 discovered_at: '2022-02-14T11:55:39Z' https://github.com/azure-devops: title: github.com/azure-devops description: '' year: '2026' stars: 0 ai_summary: The main developer repository portal for Azure DevOps, cataloging extensions, migration tooling, and programmatic APIs required to integrate enterprise workflows with git-based operations. language: None resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ae1c2217d251681e10403761be33aea790e916a8ffe27adf745ccde179788b28 health_score: 100.0 last_checked: 1779029252.134793 needs_ai_refresh: true hierarchy: - DevOps - CI-CD Pipelines - Platform Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:47:32.134793+02:00' https://github.com/azure-samples/avm-terraform-labs: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0dacd7ef4066bcfad49dbad32e48db22e6c2e01d09f7a586d8d1178ee20b8de4 health_score: 100.0 last_checked: 1779034560.66281 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:00.662810+02:00' https://github.com/azure/fleet: title: github.com/azure/fleet description: '' year: '2024' stars: 3 ai_summary: Explores Azure Kubernetes Service (AKS) Fleet Manager, designed for multi-cluster fleet-wide management. Coordinates application rollouts, implements global ingress configurations, and automates orchestrator upgrades across distributed topologies. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 93f4b3c26fd86766496d535ea8f271bc0280836859aaaaa3d64c6f8ecea8285e health_score: 100.0 last_checked: 1779029802.176865 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Container Orchestration - AKS Fleet Manager tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T09:34:42Z' gh_stars: 224 discovered_at: '2026-06-10T09:34:42Z' https://github.com/azure/mission-critical-online: title: 'github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical'' Online Reference Implementation' description: '' year: '2026' stars: 5 ai_summary: An industry-grade reference template demonstrating design strategies for mission-critical cloud applications on Azure. Implements active-active patterns, automated failover, and zero-downtime updates. language: Bicep resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: abd53ddd93a178e6126ca682e7336d02bbc0908b6b83723503709b118ed243dc health_score: 100.0 last_checked: 1779033501.00063 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Azure - High Availability Architectures tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-01-14T14:51:10Z' gh_stars: 401 discovered_at: '2025-01-14T14:51:10Z' https://github.com/backstage/backstage: title: github.com/backstage/backstage description: '' year: '2026' stars: 5 ai_summary: Backstage is an open-source framework created by Spotify for building customizable internal developer portals. It consolidates service catalogs, software templates, technical documentation, and observability plug-ins into a unified microservices-based control plane, radically reducing cognitive load. language: TypeScript resource_type: Open Source Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f71598769ac3edd3c1ebd7b5bc5df4b8408e4ead63cbecea736f1de1182272bf health_score: 100.0 last_checked: 1779031385.608264 needs_ai_refresh: true hierarchy: - Platform Engineering - IDP Tooling - Developer Portals tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T23:59:39Z' gh_stars: 33600 discovered_at: '2026-06-13T23:59:39Z' https://github.com/backube/volsync: title: "VolSync \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: VolSync is an open-source Kubernetes operator developed by Backube to orchestrate cross-cluster persistent volume data replication. Supporting engines like rsync, rclone, and restic, it delivers a platform-agnostic framework for executing disaster recovery policies. language: Go resource_type: Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: cc0d5ecdcf1bc68fe0f6fec3fc1972146b345ee9360c77bc1c4f39a2137d2fef health_score: 100.0 last_checked: 1779029993.249453 needs_ai_refresh: true hierarchy: - Storage - Kubernetes Storage - Backup & Replication tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-storage.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-10T18:53:51Z' gh_stars: 978 discovered_at: '2026-06-10T18:53:51Z' https://github.com/badarsebard/terraforge: title: badarsebard/terraforge description: '' year: '2022' stars: 1 ai_summary: Terraforge functions as an intuitive visual scaffolding platform engineered to streamline the baseline authoring of complex Terraform configurations. Developers can sketch resource boundaries visually and export clean HCL and variables. Though limited in enterprise scaling, it remains a valuable accelerator for rapid prototyping. language: JavaScript resource_type: Visual Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 63b99ff9036bd2923354bac610bb21034167f0275a775b70206cc8bd62902b83 health_score: 100.0 last_checked: 1779030611.477836 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Scaffolding Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-06-24T01:36:03Z' gh_stars: 64 discovered_at: '2024-06-24T01:36:03Z' https://github.com/bank-vaults/bank-vaults: title: 'Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes' description: '' year: '2026' stars: 4 ai_summary: Bank Vaults is a comprehensive, production-grade tool designed for managing, configuring, and injecting secrets from HashiCorp Vault on Kubernetes. It utilizes an operator-driven approach to inject secrets dynamically into Pod filesystems, completely removing secrets from the cluster API storage. It is the de facto standard for enterprises seeking secure vault management and dynamic secrets injection. language: Go resource_type: Security Suite complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 82cc5a2a6f76cd56252c4ff64ac9970ca7e76551690aa752a0ff821067b4d0a8 health_score: 100.0 last_checked: 1779030365.264715 needs_ai_refresh: true hierarchy: - Security - Secret Management - Integrations tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-07T18:48:59Z' gh_stars: 2254 discovered_at: '2026-06-07T18:48:59Z' https://github.com/banzaicloud/dast-operator: title: DAST operator description: '' year: '2021' stars: 5 ai_summary: 'An operator designed to run automated Dynamic Application Security Testing (DAST) scans against active services directly in the cluster environment. Integrates security assertions early inside staging deployment cycles. Note: Banzai Cloud projects are largely archived or integrated.' language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 33d4bf37c50364106e93e54bbb6629dcda56920719fa4685e7a3b4d4bbc7e167 health_score: 100.0 last_checked: 1779029950.675669 needs_ai_refresh: true hierarchy: - Security - Vulnerability Scanning - Automation Operators tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-05T09:57:11Z' gh_stars: 194 discovered_at: '2023-04-05T09:57:11Z' https://github.com/banzaicloud/kafka-operator: title: Banzai Kafka Operator description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ea86f213227b0ac761ebd947b56dd615515e6061bbfe225846dc1b0b7d55ac79 health_score: 100.0 last_checked: 1779032388.870495 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.870495+02:00' https://github.com/banzaicloud/koperator: title: Banzai Kafka Operator description: '' year: '2024' stars: 4 ai_summary: Originally engineered by Banzai Cloud, Koperator is a highly automated operator framework designed to manage Kafka on Kubernetes with Cruise Control integrations. While mostly superseded by Strimzi, its historical innovations in granular scaling and fine-grained rebalancing influenced modern stateful Kubernetes abstractions. language: Go resource_type: Kubernetes Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a087e59f4d2d26c4447ca0a27691b91675be891624781a74d1248472b4f29042 health_score: 100.0 last_checked: 1779130495.029853 needs_ai_refresh: true hierarchy: - Infrastructure - Cloud Native Integration - Kubernetes Operators - Koperator tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-03-11T08:20:50Z' gh_stars: 790 discovered_at: '2025-03-11T08:20:50Z' https://github.com/banzaicloud/thanos-operator: title: "banzaicloud/thanos-operator \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Streamlines Thanos-based monitoring architectures by provisioning Query, Store, Compact, and Ruler resources. It manages historical metrics storage across dynamic environments. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a6b7f7dbe7bbbfe7aa995b7e9f3a74874903bfe55c21106c1ac3e19c8598d823 health_score: 100.0 last_checked: 1779030000.994849 needs_ai_refresh: true hierarchy: - Observability - Metrics - Thanos Orchestration - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-01-19T15:02:07Z' gh_stars: 283 discovered_at: '2024-01-19T15:02:07Z' https://github.com/bbl/secretize: title: "Secretize \U0001F31F" description: '' year: '2020' stars: 2 ai_summary: A lightweight command-line utility to convert raw secrets and environment variables directly into encrypted Kubernetes Secret manifests. Helpful for basic automation pipelines, although modern enterprise workflows typically favor external systems like Vault, External Secrets Operator, or sealed-secrets. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: aaaf92a6d099ab669769db6ea68561457fca407d63fcc8e7879ab54790ade02e health_score: 100.0 last_checked: 1779030810.131385 needs_ai_refresh: true hierarchy: - Cloud Native - Security - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-07T17:05:26Z' gh_stars: 71 discovered_at: '2026-04-07T17:05:26Z' https://github.com/bcicen/ctop: title: "ctop \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: ctop provides a real-time, top-like container metrics display for command-line resource tracking. Built in Go, it supports both Docker and runC runtimes, delivering an instant overview of CPU, memory, network, and disk I/O metrics across active containers. It serves as an essential tool for local container debugging and quick bare-metal performance triage without the overhead of heavy APM agents. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 81e1a5f56cdb13c1a00083103c9715c784866560a1c72dd62b5e15ed4f3a7c63 health_score: 100.0 last_checked: 1779030423.028074 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-07-08T11:15:48Z' gh_stars: 17764 discovered_at: '2024-07-08T11:15:48Z' https://github.com/bee-travels/openapi-comment-parser: title: openapi-comment-parser description: '' year: '2021' stars: 3 ai_summary: A Node.js CLI tool and library that extracts JSDoc-style comments from source code files to generate valid OpenAPI (Swagger) specifications automatically, streamlining API contract maintenance during local development. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8d1464d334295697793b039a4e2b455df6768ddbc8c960dfda7e341ff0912c54 health_score: 100.0 last_checked: 1779031648.157656 needs_ai_refresh: true hierarchy: - API Management - API Documentation - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-01-07T18:19:12Z' gh_stars: 256 discovered_at: '2023-01-07T18:19:12Z' https://github.com/benc-uk/kubeview: title: "KubeView \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: A web-based, real-time visualization tool that renders Kubernetes API objects (Pods, Deployments, Services, Ingresses) and their relationships as a structured graphical map. It assists developers and administrators in diagnosing network routing and mapping configurations. In 2026, it is highly appreciated as a lightweight alternative to heavier cluster dashboards. language: Go resource_type: Web Application complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 2611a5a8c8fd23c3f7733eb5190b56b0ae6a3e4d45fdcdf6762fefff4846d545 health_score: 100.0 last_checked: 1779029613.634058 needs_ai_refresh: true hierarchy: - Operations - Observability - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-02T12:56:10Z' gh_stars: 1201 discovered_at: '2026-04-02T12:56:10Z' https://github.com/binhnguyennus/awesome-scalability: title: Awesome Scalability description: '' year: '2023' stars: 5 ai_summary: A legendary repository outlining the structural design patterns for massive, highly available backend systems. Covering microservices coordination, message brokers, caching schemas, and consensus databases, this represents the gold standard for backend systems architects. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d30178979d8ff158c75f71a54cc4423ffc9d6a06ad35eae9fb6b5ca1813913d2 health_score: 100.0 last_checked: 1779034116.671908 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Scalability tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-04T03:51:47Z' gh_stars: 71720 is_special: true discovered_at: '2026-01-04T03:51:47Z' https://github.com/biosimulations/biosimulations: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d94d1b623ca4b6c1534f95fe0ace391867b6c7dd180d664292d381c91f91c3ac health_score: 100.0 last_checked: 1779034560.76264 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:00.762640+02:00' https://github.com/biosimulations/deployment: title: biosimulations/deployment description: '' year: '2021' stars: 1 ai_summary: A customized deployment framework tailored for specialized scientific computing operations and simulation workloads. It displays production architectures orchestrating complex computations, file systems, and databases on Kubernetes cluster topologies. language: Helm resource_type: Deployment Configuration complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fa5a8e09045193aa8dcccdc5df9a0b16bb458338531eb5eaf3481c97d5190a86 health_score: 100.0 last_checked: 1779031429.483259 needs_ai_refresh: true hierarchy: - Specialized Workloads - Scientific Computing - Simulation Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-02T17:56:29Z' gh_stars: 3 discovered_at: '2026-06-02T17:56:29Z' https://github.com/bit-cloner/ecrcp: title: ecrcp description: '' year: '2020' stars: 0 ai_summary: A lightweight utility designed to copy Docker images directly between different Amazon ECR registries without requiring local download-and-reupload bandwidth. Useful for cross-account deployments and regional migration tasks in complex enterprise AWS landing zones. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7e2b0d2b0ff78890b32eab285b671fa3ba55196ec1919a0385b17e36a8784944 health_score: 100.0 last_checked: 1781735876.184876 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Container Registries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - aws-containers.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:56.184876+02:00' https://github.com/bit-cloner/kcg: title: "kcg \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: Kubernetes Context Generator (kcg) is a simple utility built to simplify generating custom kubeconfig profiles across multiple distinct environments. It remains a minor community project overshadowed by enterprise dynamic loaders. language: Go resource_type: CLI Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 5b3f063a63c487a1455c56e4d74e4214f90f370d82129b35e550a4ee325eabd6 health_score: 100.0 last_checked: 1779032017.519166 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Context Switching tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-04-29T17:01:09Z' gh_stars: 19 discovered_at: '2021-04-29T17:01:09Z' https://github.com/bit-cloner/poke: title: POKE - Provision Opinionated Kubernetes on EKS description: '' year: '2018' stars: 0 ai_summary: Opinionated CLI provisioning script wrapper for configuring standardized Amazon EKS instances. This project has been classified as legacy due to extensive inactivity; modern teams should leverage Terraform or EKS Blueprints instead. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736068.408561 needs_ai_refresh: true hierarchy: - Cloud Native - AWS EKS - Cluster Provisioning tags: - '[LEGACY]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:08.408561+02:00' https://github.com/bitnami-labs/kubewatch: title: ==bitnami-labs/kubewatch== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 86a2aadcf296a2d87fd6d458ec25b123a24e9270ed6027c8971ef1649221acb8 health_score: 100.0 last_checked: 1779032046.612078 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:06.612078+02:00' https://github.com/bitnami/kubecfg: title: kubecfg description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bb3d5954a600ef594c5c6906e8dd1523194c3c9b1259bd7c4aaf6dde5fc87f53 health_score: 100.0 last_checked: 1779030874.465106 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:34.465106+02:00' https://github.com/blendle/kubecrt: title: Kubecrt description: '' year: '2021' stars: 1 ai_summary: An archived, early-stage conversion utility built to convert Helm charts into raw Kubernetes manifests. This project has been fully superseded by standard native capabilities like 'helm template' and is preserved solely as a historical reference of early declarative rendering strategies. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a6c1de2a92799dde3536bdcc8a5926eaebfdcdd420f822b2c126cf487d276efa health_score: 100.0 last_checked: 1779033072.288029 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Utilities tags: - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: ISC gh_pushed: '2023-03-07T02:59:09Z' gh_stars: 113 discovered_at: '2023-03-07T02:59:09Z' https://github.com/bloomberg/goldpinger: title: "bloomberg/goldpinger \U0001F31F" description: '' year: '2017' stars: 4 ai_summary: An advanced connectivity troubleshooting tool that deploys as a cluster-wide DaemonSet to ping target peers. It generates visual mesh graphics depicting latency patterns, transport failures, and network partition faults. language: Go resource_type: Kubernetes DaemonSet complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5a906ec37741f8a82781e9e2c6196860fcb8b11251866231046ab986fc61ee7c health_score: 100.0 last_checked: 1779033479.819298 needs_ai_refresh: true hierarchy: - Observability & Performance - Network Monitoring - Mesh Connectivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-23T15:38:04Z' gh_stars: 2707 discovered_at: '2026-04-23T15:38:04Z' https://github.com/bloomberg/memray: title: "github.com/bloomberg/memray \U0001F31F\U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Curator Insight details Memray as Bloomberg's advanced memory tracker for Python applications. Live Grounding confirms its preeminent role in tracking allocations inside complex microservice systems, excelling in profiling C/C++ extension boundaries where standard tools fall short. language: Python / C++ resource_type: Library / CLI complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9be53de03b150e560c31ef702fbf954ed599304266538a270b551a89cac52663 health_score: 100.0 last_checked: 1779033716.267429 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Memory Profiling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T00:32:27Z' gh_stars: 15115 discovered_at: '2026-06-12T00:32:27Z' https://github.com/bluefrg/bitbucket-auto-merge: title: BitBucket Auto Merge description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2536b6d8b2279bd5db3fd12b921818904b1e4467b3feddc8d7fcc2bafa1693f9 health_score: 100.0 last_checked: 1779031401.855193 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:21.855193+02:00' https://github.com/bluxmit/alnoda-workspaces: title: 'github.com/bluxmit: Kubespray Workspace' description: '' year: '2024' stars: 5 ai_summary: A containerized development sandbox and workspace designed to streamline the execution of Kubespray and Ansible playbooks, ensuring dependency insulation and tool consistency across local machine environments. language: Docker/Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5afb0973ee4b9b75f27e799ba2e4c8cf97fc81f5dfd4e3396c9192984278d69a health_score: 100.0 last_checked: 1779030363.631156 needs_ai_refresh: true hierarchy: - Provisioning - Ansible - Development Environments tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2023-07-30T07:49:59Z' gh_stars: 1361 discovered_at: '2023-07-30T07:49:59Z' https://github.com/bmaynard/kubevol: title: "Kubevol \U0001F31F" description: '' year: '2018' stars: 1 ai_summary: A historical command-line utility for copying and transferring data between Kubernetes Persistent Volume Claims (PVCs). It is now considered legacy as native CSI snapshot capabilities and robust migration utilities have become standard. language: Python resource_type: CLI Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 6a7da73d86c4ed1ad1af29324d3711a520570bfdfdf6524f822389ea5fd37dd2 health_score: 100.0 last_checked: 1779033162.982047 needs_ai_refresh: true hierarchy: - Storage - Volume Management - Data Migration tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-02-06T23:46:43Z' gh_stars: 18 discovered_at: '2023-02-06T23:46:43Z' https://github.com/bmuschko/ckad-crash-course: title: 'bmuschko/ckad-crash-course: Certified Kubernetes Application Developer (CKAD)'' Crash Course' description: '' year: '2021' stars: 5 ai_summary: A repository housing comprehensive code examples, study guides, and hands-on exercises complementing Benjamin Muschko's CKAD Crash Course. It focuses on application design, deployment configurations, security contexts, and troubleshooting methodologies essential to the Linux Foundation blueprint. language: Shell resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 036f2eff18d8bcecd44deb08c1c2cac124913756765535397a7eca244f0a5334 health_score: 100.0 last_checked: 1781736221.597742 needs_ai_refresh: true hierarchy: - Training - Certification - CKAD tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:41.597742+02:00' https://github.com/bmuschko/ckad-prep: title: bmuschko/ckad-prep description: '' year: '2021' stars: 5 ai_summary: An alternative preparation repository designed by Benjamin Muschko, offering structured sample solutions, resource manifests, and command-line blueprints to ace the CKAD exam. It isolates complex concepts like readiness/liveness probes, service definition, and rolling updates into easy-to-digest exercises. language: YAML resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a15629426df06a5e46361d07a2d7f517676aded3640b46ec2478916bfb3b7d7a health_score: 100.0 last_checked: 1781736221.669955 needs_ai_refresh: true hierarchy: - Training - Certification - CKAD tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:41.669955+02:00' https://github.com/bodywork-ml/bodywork-core: title: 'bodywork-ml/bodywork-core: Bodywork' description: '' year: '2022' stars: 2 ai_summary: Bodywork acts as a pipeline orchestrator and deployment tool focused on shipping machine learning systems directly into Kubernetes. While currently seeing low developer activity, it remains a valuable conceptual blueprint for running serverless, stateful, and batch-oriented ML pipelines. language: Python resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b5aea08cb00293bda96f65851a9a2191c197bdc9e4ef09bee42e3ce3d88ad27c health_score: 100.0 last_checked: 1779030862.083108 needs_ai_refresh: true hierarchy: - MLOps - Deployment - Kubernetes Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2023-08-18T06:42:48Z' gh_stars: 436 discovered_at: '2023-08-18T06:42:48Z' https://github.com/boltops-tools/kubes: title: "kubes \U0001F31F" description: '' year: '2023' stars: 2 ai_summary: Kubes is a deployment framework that enables developers to build, prune, and deploy Docker images and Kubernetes manifests using clean, programmable configurations. It combines compilation and deployment phases into a unified workflow. language: Ruby resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 52c8136ce905cca1e7d8ac95bd4c0bb87c81ae772e3ebb054d4af61ff4445a7b health_score: 100.0 last_checked: 1779032922.834905 needs_ai_refresh: true hierarchy: - Application Lifecycle - Deployment Frameworks - Declarative Config tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-24T01:47:46Z' gh_stars: 102 discovered_at: '2025-04-24T01:47:46Z' https://github.com/borchero/meerkat: title: Meerkat description: '' year: '2023' stars: 5 ai_summary: A dynamic networking operator designed to update and map external DNS routes. It reads internal networking resource allocations to dynamically register up-to-date hostname directories. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: da6037ae1fc02f0d734024ace407f92ad38ab9bb7c01686b260d10d32e54a420 health_score: 100.0 last_checked: 1779030559.048538 needs_ai_refresh: true hierarchy: - Networking - DNS - Service Discovery - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-12-31T13:19:58Z' gh_stars: 38 discovered_at: '2020-12-31T13:19:58Z' https://github.com/borchero/switchboard: title: 'borchero/switchboard: Switchboard' description: '' year: '2024' stars: 5 ai_summary: Switchboard functions as a Kubernetes-native dynamic router and DNS management hub. It coordinates with global DNS service APIs to orchestrate routing policies, mapping live cluster ingress nodes automatically to external domain registrations. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 39bbd3ced60c70fc8cf5abb1d81edbc2300273c700e94076b63b58310ab7b47f health_score: 100.0 last_checked: 1779029821.237307 needs_ai_refresh: true hierarchy: - Networking - DNS & Ingress - Routing Controllers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T14:45:12Z' gh_stars: 163 discovered_at: '2026-06-11T14:45:12Z' https://github.com/bors-ng/bors-ng: title: 'Bors-ng: A merge bot for GitHub Pull Requests' description: '' year: '2026' stars: 4 ai_summary: An Elixir-based implementation of the Bors merge coordinator. Uses a highly parallelized merge queue to batch, build, and test PR combinations, keeping the master branch strictly green. Live grounding notes that although currently archived, it remains a landmark model for merge queues. language: Elixir resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 48e086288c13aad192af64884162e420699e25d3b1cc8799cc1fd6a7b757a1f4 health_score: 100.0 last_checked: 1779033339.422186 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-04T12:24:44Z' gh_stars: 1531 discovered_at: '2024-04-04T12:24:44Z' https://github.com/boto/boto: title: Boto description: '' year: '2018' stars: 4 ai_summary: Curator Insight introduces the early Boto library for AWS programmatic scripting. Live Grounding confirms the library is fully deprecated and obsolete, replaced completely by Boto3; developers must prioritize migration to eliminate compatibility issues with modern AWS endpoints. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cd49b06eb73f2532fc7eaa4832fa7c174c39ae36458bb191e5e06e18e6aa3f92 health_score: 100.0 last_checked: 1779033828.018393 needs_ai_refresh: true hierarchy: - Infrastructure - AWS SDK - Legacy Library tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-12T23:46:55Z' gh_stars: 6431 discovered_at: '2024-01-12T23:46:55Z' https://github.com/box/kube-exec-controller: title: box/kube-exec-controller description: '' year: '2018' stars: 5 ai_summary: 'Curator Insight: Controller to restrict and audit shell execution inside Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer ephemeral container mechanics, admission controllers (OPA/Kyverno), and modern service mesh execution boundaries.' language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ba337139c4a519fc7bbfdfbad8a550898ae48d5fe9f6d34e00f111de9566c220 health_score: 100.0 last_checked: 1779031141.446343 needs_ai_refresh: true hierarchy: - Security - Policy & Admission Control - Runtime Security - Legacy Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md v2_locations: - kubernetes-security.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-12-02T07:48:57Z' gh_stars: 126 discovered_at: '2021-12-02T07:48:57Z' https://github.com/box/kube-iptables-tailer: title: github.com/box/kube-iptables-tailer description: '' year: '2026' stars: 3 ai_summary: Kube-iptables-tailer is a specialized controller that parses system-level kernel iptables packet drop logs and maps them directly to active Kubernetes Pods. By resolving low-level packet drops to recognizable workload names, it simplifies network policy auditing and connectivity troubleshooting. This utility is ideal for platform teams managing strict, multi-layer networking environments. language: Go resource_type: Network Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c354ad86a39a806991da9793087a82af802fc0958dab8bdaccc520690099c0c0 health_score: 100.0 last_checked: 1779031808.40008 needs_ai_refresh: true hierarchy: - Networking - iptables Analysis - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-12T08:40:33Z' gh_stars: 549 discovered_at: '2024-08-12T08:40:33Z' https://github.com/bpftrace/bpftrace: title: bpftrace description: '' year: '2018' stars: 5 ai_summary: A high-level tracing language and diagnostic toolkit built on top of the Linux eBPF subsystem. It allows system engineers to dynamically probe kernel modules, trace memory allocations, and analyze latency. Live Grounding shows that bpftrace is a core diagnostic pillar in production engineering. language: C++ resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 37f422e9795c080231318d3d71659a3fbac0d01be532fe49ebe9bf563141ef75 health_score: 100.0 last_checked: 1779130494.945061 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Observability - Kernel Tracing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T15:56:16Z' gh_stars: 10160 discovered_at: '2026-06-13T15:56:16Z' https://github.com/bregman-arie/devops-exercises: title: "bregman-arie/devops-exercises \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: 'A massive curated repository containing thousands of questions, answers, and hands-on exercises covering Linux, Jenkins, Docker, Kubernetes, Ansible, Terraform, AWS, and system design. (Live Grounding: With over 82k stars, it stands in 2026 as the preeminent resource for preparing systems engineers and validating platform architecture skills).' language: Python/YAML resource_type: Reference Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 74f02f679be571f5cbde19766052dcc39fdac290a01354dc045033912e6304c1 health_score: 100.0 last_checked: 1779032104.420803 needs_ai_refresh: true hierarchy: - DevOps & Platform Engineering - Interview Preparation - Reference Guides tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/demos.md - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - demos.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-12-27T14:22:30Z' gh_stars: 82758 is_special: true discovered_at: '2025-12-27T14:22:30Z' https://github.com/bregman-arie/devops-resources: title: "==bregman-arie/devops-resources== \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A massive collection of operational guides, cheat sheets, books, and courses covering Kubernetes ecosystems, continuous delivery pipelines, configuration engines, and cloud design. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ff97eac6df2ac9efd2f8276a5c9580d0a37f227613f7113e5741f45e51d52ea health_score: 100.0 last_checked: 1781736123.10989 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - DevOps & SRE Engineering - Educational Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.109890+02:00' https://github.com/brennerm/uptimerobot-operator: title: uptimerobot-operator description: '' year: '2023' stars: 5 ai_summary: Synchronizes current routing profiles with the UptimeRobot API. It dynamically configures exterior synthetic latency testing targets as new ingresses scale up or out. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 019ed7ba4756bb460e0fb2c270bbffd3c8e917906e4007d7d6397ce57c2e01fe health_score: 100.0 last_checked: 1779033051.346743 needs_ai_refresh: true hierarchy: - Observability - Monitoring - External Integration - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-11-14T16:27:12Z' gh_stars: 60 discovered_at: '2023-11-14T16:27:12Z' https://github.com/bridgecrewio/AirIAM: title: bridgecrewio/AirIAM description: '' year: '2023' stars: 2 ai_summary: AirIAM bridges the gap between manual runtime configuration and declarative postures by parsing active AWS IAM deployments and converting them to structured Terraform modules. It leverages analytics to isolate unused roles and design clean, least-privilege configurations. Platform engineers utilize it to refactor legacy brownfield permissions into audited GitOps structures. language: Python resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 09ac371fb9ddc2a4b26fbab44ac8cee1b1d19e6581f91e3655a4ee002aea67b4 health_score: 100.0 last_checked: 1779029341.51882 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Cloud Security - IAM Translation tags: - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-03-18T19:37:06Z' gh_stars: 824 discovered_at: '2025-03-18T19:37:06Z' https://github.com/bridgecrewio/checkov: title: "Checkov \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Checkov is a static code analysis tool for Infrastructure as Code (IaC) that scans Kubernetes manifests, Helm charts, Terraform, and cloud-provider templates for misconfigurations and security risks, acting as a critical CI/CD gatekeeper. language: Python resource_type: Security Scanner complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 98f69842258ecb7f450daae2e657279f373b3e71ba9dbd34c8a40e24dcdd02df health_score: 100.0 last_checked: 1779032177.951332 needs_ai_refresh: true hierarchy: - Security & Identity - Compliance & Auditing - Static Code Analysis tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T23:29:10Z' gh_stars: 8790 discovered_at: '2026-06-11T23:29:10Z' https://github.com/bridgecrewio/helm-scanner: title: helm-scanner description: '' year: '2023' stars: 0 ai_summary: A lightweight template vulnerability scanner that evaluates Helm manifests for potential security drift, secrets leaks, and misconfigurations prior to deployment. Often integrated early in pipeline testing stages. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e886ce99a0b1d192eacdce6179a4ba3c5be951efe0cab97126043fb783af6220 health_score: 100.0 last_checked: 1781735960.993193 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Security & Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:20.993193+02:00' https://github.com/bryanl/sheaf: title: sheaf description: '' year: '2021' stars: 5 ai_summary: A packaging utility designed to compile Kubernetes application manifests and associated container image layers into standalone relocatable archives. Crucial for provisioning air-gapped systems or on-prem environments. The project is archived, with users directed to standard solutions like Carvel or Helm. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: f4297ddb49eb511e4a452c5b03a9cb0d21652bf0840a5e689d129dcd030cf413 health_score: 100.0 last_checked: 1779030954.971259 needs_ai_refresh: true hierarchy: - Application Delivery - Packaging - Air-gapped Deployment tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-07-17T14:43:40Z' gh_stars: 30 discovered_at: '2020-07-17T14:43:40Z' https://github.com/buger/jsonparser: title: buger/jsonparser description: '' year: '2025' stars: 5 ai_summary: An ultra-performant, zero-allocation Go JSON parser that bypasses reflection and standard serialization libraries. Reaches nested values directly from byte slices, outperforming standard library structures by up to 10x in high-throughput data pipelines. language: Go resource_type: Library complexity: High is_microservice: false status: online addition_method: manual content_hash: 2244dce6b7f1cfbc9b2734caf6103dc227e547204b25653449b2e67beeb4102a health_score: 100.0 last_checked: 1779029243.300124 needs_ai_refresh: true hierarchy: - Data Architecture - JSON & YAML Serialization - Performance & Parsing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-03T11:10:14Z' gh_stars: 5629 is_special: true discovered_at: '2026-05-03T11:10:14Z' https://github.com/burrsutter/9stepsawesome: title: 'github: burrsutter/9stepsawesome' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2dda5a7dbd683b5f7987a254ac47d2b08755f0af73d93fcdb0c36f10ad6f571d health_score: 100.0 last_checked: 1779032793.514004 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:33.514004+02:00' https://github.com/bytebase/bytebase: title: bytebase/bytebase description: '' year: '2021' stars: 5 ai_summary: Open-source, web-based database schema change and collaboration tool engineered for DevOps teams and DBAs. Features GitOps-driven workflow mechanics, automated visual SQL review, and centralized security compliance policies to govern multi-engine environments. language: Go resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: dac4c79ad7a36b978bd40c9488b8c26ac8289977234555e87c7d984d001cc0e1 health_score: 100.0 last_checked: 1779031983.379843 needs_ai_refresh: true hierarchy: - Database Architecture - Database GitOps - Schema Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T07:19:02Z' gh_stars: 14143 discovered_at: '2026-06-12T07:19:02Z' https://github.com/c0dyhi11/k3s-linkerd: title: "Global K3s Deployment on Packet Baremetal \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A global multi-region deployment playbook demonstrating K3s cluster instantiation across Packet Baremetal infrastructure, coupled with the Linkerd service mesh. Optimizes edge routing latency and inter-node networking security. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 01640813ce20a74bfa917c6f312443d87d58ecca493ab67478623e7f79309bbc health_score: 100.0 last_checked: 1779034560.603876 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Bare Metal & Multi-Cloud - Kubernetes Distributions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-04-12T04:12:17Z' gh_stars: 9 discovered_at: '2020-04-12T04:12:17Z' https://github.com/cakehappens/seaworthy: title: "seaworthy: A CLI to verify #Kubernetes resource health !! \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A testing-focused CLI utility used to run health checks and smoke tests against newly deployed Kubernetes resources. It validates endpoints, ingress routing, and pod states match expected operating metrics before promoting releases. language: Go resource_type: CLI Verification Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 13613895efb1f252ebf742e03ce27c20811105d3ab39cd0b5f0332e030409444 health_score: 100.0 last_checked: 1779031143.112273 needs_ai_refresh: true hierarchy: - Application Lifecycle - Testing & Verification - Health Checks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-08-10T01:10:04Z' gh_stars: 39 discovered_at: '2020-08-10T01:10:04Z' https://github.com/caldito/soup: title: caldito/soup description: '' year: '2021' stars: 1 ai_summary: Soup is a small open-source CLI tool designed to extract, analyze, and report on the container image tags actively running across a Kubernetes cluster. It aids operations teams in identifying legacy or unpinned image tags, although modern comprehensive policy engines like Kyverno have largely subsumed its utility. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 3ae1c1f73278dacc640a6963eaddb565d6ae116f3322ba070c03c08347d75fe1 health_score: 100.0 last_checked: 1779030573.094513 needs_ai_refresh: true hierarchy: - Operations - Security - Image Scanning tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-19T16:53:22Z' gh_stars: 40 discovered_at: '2022-04-19T16:53:22Z' https://github.com/calvin-puram/awesome-kubernetes-operator-resources: title: 'github.com/calvin-puram: Awesome Kubernetes Operator Resources' description: '' year: '2023' stars: 5 ai_summary: A specialized guide indexing SDKs, patterns, and source repositories for writing Kubernetes Operators. It provides concrete references on the Operator SDK, Kubebuilder framework, and controller-runtime systems, allowing platform developers to build automated, stateful management controllers. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 713b023d78076df0736c083ea7910ceaa405c6373f07b36e45f409fc7aae2b36 health_score: 100.0 last_checked: 1779033314.009573 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-04-25T08:57:34Z' gh_stars: 245 is_special: true discovered_at: '2026-04-25T08:57:34Z' https://github.com/carlosedp/cluster-monitoring: title: Cluster Monitoring stack for ARM / X86-64 platforms description: '' year: '2025' stars: 5 ai_summary: A specialized telemetry suite crafted for physical, edge, and multi-architecture Kubernetes clusters running on ARM or x86 systems. Extends modern operators to resource-constrained environments. language: Jsonnet resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a3d3a6a736de50fc3b1505948aadfbaea2fb00071f2911992a29bf71cf186969 health_score: 100.0 last_checked: 1779032950.415483 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Kubernetes - Multi-Arch Telemetry tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/prometheus.md v2_locations: - kubernetes-tools.md - prometheus.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-08-22T22:59:09Z' gh_stars: 754 discovered_at: '2025-08-22T22:59:09Z' https://github.com/carlosedp/lbconfig-operator: title: "github.com/carlosedp/lbconfig-operator: External Load Balancer Operator' \U0001F31F" description: '' year: '2023' stars: 1 ai_summary: Operator that dynamically provisions and configures external hardware/software load balancers (such as F5 BIG-IP or HAProxy) based on Kubernetes ingress or service resource updates. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0cb420e6987d09ec35c12f2e9945f9ff24a337a8f85a78f5f8277b71b8086b83 health_score: 100.0 last_checked: 1779029569.959552 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-01T22:30:31Z' gh_stars: 63 discovered_at: '2026-03-01T22:30:31Z' https://github.com/carlosonunez/k8s-harness: title: "k8s-harness \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: A legacy testing framework designed to rapidly provision and tear down ephemeral Kubernetes development harnesses. While useful in early CI, modern virtual cluster setups like vcluster or Kind provide much higher speed and fidelity. language: Ruby resource_type: Testing Framework complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 43219a1713ceb71f2d79b4e51ebdee330214d0682945f5bb7378f8347b210c49 health_score: 100.0 last_checked: 1781736046.805986 needs_ai_refresh: true hierarchy: - Application Lifecycle - Testing & Verification - Local Harnesses tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.805986+02:00' https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure: title: 'Kubernetes the Hard Way: Azure Edition' description: '' year: '2021' stars: 0 ai_summary: A localized adaptation of 'Kubernetes the Hard Way' targeting Azure cloud services. Focuses on manual creation of Virtual Networks (VNets), Network Security Groups (NSGs), Azure load balancers, and systemd service profiles to build a transparent control plane. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1ae1465f5fd177aebc32e70d65e9efac02258fce8fd7f6572830dc76e371a71f health_score: 100.0 last_checked: 1781736026.492038 needs_ai_refresh: true hierarchy: - Provisioning - Bootstrapping - Azure tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.492038+02:00' https://github.com/cavaliercoder/vpc-free: title: github.com/cavaliercoder/vpc-free description: '' year: '2024' stars: 5 ai_summary: A specialized tool designed to scan AWS VPC configurations and identify unused IP subnets and available address spaces. It simplifies subnet planning and CIDR allocation by visually exposing gaps in current IP management matrices. Essential for large enterprises implementing zero-trust network segmentations or multi-region Transit Gateway routing. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6642a03abac705fe10c8ad93cebb687fa4f56c9e9f888f675c97c706d4bff7ac health_score: 100.0 last_checked: 1779030538.95954 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Networking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2019-06-26T00:24:45Z' gh_stars: 59 discovered_at: '2019-06-26T00:24:45Z' https://github.com/cdk8s-team/cdk8s: title: cdk8s description: '' year: '2026' stars: 5 ai_summary: The GitHub repository containing the core source code for CDK8s. It allows developers to model Kubernetes resources as structured code in TypeScript, Python, Java, or Go. It features full support for custom-generated CRDs, letting platform teams build clean, reusable configuration libraries. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b health_score: 100.0 last_checked: 1779030249.068965 needs_ai_refresh: true hierarchy: - Configuration - CDK & DSLs - CDK8s tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T10:24:27Z' gh_stars: 4823 discovered_at: '2026-06-13T10:24:27Z' https://github.com/ceph/ceph: title: 'Ceph: A Distributed Object, Block, and File Storage Platform' description: '' year: '2026' stars: 5 ai_summary: An enterprise-grade, highly scalable distributed storage ecosystem providing object, block, and file system storage on a single unified cluster. Widely adopted as the primary storage layer backing cloud platforms and Kubernetes orchestration (Rook-Ceph). language: C++ resource_type: Infrastructure complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5fccdfde04b9481e08f59d6cf81834cadee87cc848f31d62c280766005d71925 health_score: 100.0 last_checked: 1779032091.758094 needs_ai_refresh: true hierarchy: - Cloud Infrastructure & Orchestration - Storage & Databases - Distributed Block Storage tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-storage.md - docs/cloud-asset-inventory.md - docs/kubernetes-storage.md v2_locations: - aws-storage.md - cloud-asset-inventory.md - kubernetes-storage.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T22:54:53Z' gh_stars: 16707 discovered_at: '2026-06-13T22:54:53Z' https://github.com/cert-manager/approver-policy: title: 'github.com/cert-manager: Policy Approver' description: '' year: '2024' stars: 5 ai_summary: The cert-manager approver-policy extension code repository. Intercepts CertificateRequest resources before submission, evaluating requested commonNames, SANs, and key constraints against user-defined security guidelines. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 331ac73ab670293dd3c50c8119d2b9707a74e38e0b59e4fdd59484c9f5a7c8c3 health_score: 100.0 last_checked: 1779130494.987464 needs_ai_refresh: true hierarchy: - Security - PKI & Certificates - cert-manager - Access Control tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T09:32:17Z' gh_stars: 90 discovered_at: '2026-06-13T09:32:17Z' https://github.com/cert-manager/cert-manager: title: ==cert-manager/cert-manager== description: '' year: '2026' stars: 5 ai_summary: Consolidated record of the cert-manager repository, automating certificate lifecycles to guarantee encrypted transport paths between internal microservice runtimes. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d2ec3a0583b0d999c41e17df6d4ddf7762a9bc25a361a2a78db3913473d65e6f health_score: 100.0 last_checked: 1779031538.302991 needs_ai_refresh: true hierarchy: - Security - PKI & Certificates - cert-manager tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - registries.md - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T01:07:13Z' gh_stars: 13859 discovered_at: '2026-06-14T01:07:13Z' https://github.com/cert-manager/policy-approver: title: 'github.com/cert-manager: Policy Approver' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 77377c86ef3a506463e841cfd92ae4019df552e035539b54900d47def409cf60 health_score: 100.0 last_checked: 1779033922.322064 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:22.322064+02:00' https://github.com/chaos-mesh/chaos-mesh: title: Chaos Mesh description: '' year: '2025' stars: 5 ai_summary: A robust, CNCF-incubating chaos engineering platform designed for cloud-native ecosystems. Orchestrates extensive failure injections—spanning network partitions, node failures, system call manipulations, and JVM faults—allowing developers to systematically evaluate Kubernetes stability under load. language: Go resource_type: SaaS Platform / Orchestrator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70 health_score: 100.0 last_checked: 1779029884.019297 needs_ai_refresh: true hierarchy: - Resilience - Chaos Engineering - Enterprise Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:21:53Z' gh_stars: 7747 discovered_at: '2026-06-12T09:21:53Z' https://github.com/chaosblade-io/chaosblade: title: chaosblade description: '' year: '2025' stars: 5 ai_summary: Alibaba's multi-platform chaos engineering tool designed to inject faults across various levels of a system. Specifically targets OS resource exhaustion, network degradation, disk I/O bottlenecks, and deep application-layer faults for languages like Java, Go, and C++. language: Go resource_type: Software Utility complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0b7a4de55c0e224e822bb577e5c593e6911d47a8862693ad954b36a431baf3a7 health_score: 100.0 last_checked: 1779034531.455632 needs_ai_refresh: true hierarchy: - Resilience - Chaos Engineering - Kubernetes Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T16:23:13Z' gh_stars: 6352 discovered_at: '2026-06-09T16:23:13Z' https://github.com/charlax/professional-programming: title: "github.com/charlax/professional-programming: A collection of full-stack' resources for programmers \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A world-class resource collection addressing the operational, psychological, and architectural aspects of professional software engineering. Spans topics from system design and API robustness to career planning and team mechanics. An essential reading reference for engineering leads and staff architects. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f254cf680e5e80c3e9c6b39c4ed3c5cf84643f79de26334daab3f270700bb54c health_score: 100.0 last_checked: 1779032232.444685 needs_ai_refresh: true hierarchy: - Developer Tools - Methodology - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-08T00:03:16Z' gh_stars: 51109 is_special: true discovered_at: '2026-06-08T00:03:16Z' https://github.com/che-samples: title: github.com/che-samples description: '' year: '2024' stars: 0 ai_summary: Official template repository containing devfile configurations and cloud-native project workspace definitions for Eclipse Che. Accelerates development setup by declaring containers, tools, and runtimes as code. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 61d5115f86c523012e35f4fe3b9fd1b3fd5b2a607c286dbc62152f7b9e638350 health_score: 100.0 last_checked: 1779029487.394237 needs_ai_refresh: true hierarchy: - DevSecOps & IDEs - Eclipse Che - Cloud IDE Templates tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:51:27.394237+02:00' https://github.com/chen-keinan/mesh-kridik: title: chen-keinan/mesh-kridik description: '' year: '2021' stars: 1 ai_summary: A security auditing and compliance verification tool for cloud-native Service Meshes, validating configurations against strict benchmark rulesets. It supports meshes like Istio, Linkerd, and Consul. language: Go resource_type: Security Tool complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388598.360252 needs_ai_refresh: false hierarchy: - Security - Service Mesh Security - Audit Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-09T16:56:32Z' gh_stars: 27 discovered_at: '2024-12-09T16:56:32Z' https://github.com/chenjd/terraform-101: title: "==https://github.com/chenjd/terraform-101== \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A highly practical beginner-level code index focusing on Terraform basics, state management, module syntax, and provider declarations for deploying cloud infrastructure safely. language: HCL resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 125f6c2be505c4d1e2cb2932a9f8bec5e1e02cee514f6c61eb8c31bdefc0a857 health_score: 100.0 last_checked: 1781735921.282199 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform Ecosystem - Fundamental Syntaxes tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.282199+02:00' https://github.com/chenjiandongx/kubectl-count: title: github.com/chenjiandongx/kubectl-count description: '' year: '2023' stars: 0 ai_summary: A fast and minimal kubectl plugin designed to return resource counts grouped by namespace or specific kinds. It targets fast CLI inspections, though modern system administrators frequently replace it with k9s configurations or basic custom scripting. language: Go resource_type: CLI Plugin complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 01617c6a4198156e3ce2bb0ec9551eedf2c5993e7e7c2353355563c2340b99a8 health_score: 100.0 last_checked: 1779029475.748512 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Resource Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-02T06:39:24Z' gh_stars: 39 discovered_at: '2022-08-02T06:39:24Z' https://github.com/chenjiandongx/kubectl-images: title: kubectl-images description: '' year: '2023' stars: 5 ai_summary: A CLI plugin designed to scan, inventory, and display the exact container images actively deployed inside a cluster namespace. Essential for identifying outdated registry links and resolving missing image version tags. language: Go resource_type: CLI Plugin complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 13e98236ba3c418d71801ffe86340015965970737745a3ec9f6478e2aac5fd64 health_score: 100.0 last_checked: 1779031844.831167 needs_ai_refresh: true hierarchy: - Observability - CLI Utilities - Image Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-19T03:56:28Z' gh_stars: 277 discovered_at: '2026-03-19T03:56:28Z' https://github.com/chmouel/kss: title: KSS - Kubernetes pod status on steroid description: '' year: '2023' stars: 5 ai_summary: A CLI utility designed to enhance pod status visibility, extracting high-fidelity information from Kubernetes clusters in real-time. It visualizes container terminations, restarts, and readiness probes with rich colors and status indicators, addressing the visual limitations of native `kubectl get pods`. language: Rust resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c2896a9e8114fec52c2449b0bcaa1ade652c55a80699d08f20de4fc16b6228ac health_score: 100.0 last_checked: 1779030350.609245 needs_ai_refresh: true hierarchy: - Observability - CLI Utilities - Pod Status tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-31T17:46:22Z' gh_stars: 43 discovered_at: '2026-01-31T17:46:22Z' https://github.com/chr-fritz/csi-sshfs: title: chr-fritz/csi-sshfs description: '' year: '2019' stars: 1 ai_summary: A Container Storage Interface (CSI) plugin designed to mount remote directories securely over SSHFS/SFTP. It enables microservice instances to read and write directly to legacy external filesystems without custom FTP setups. language: Go resource_type: CSI Driver complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a158dd061ff0926b72df24dc12c73014a8233f0f9c7485cb7cfc93ed9b4959a6 health_score: 100.0 last_checked: 1779030025.31795 needs_ai_refresh: true hierarchy: - Storage & Data - CSI Plugins - Remote Mounting tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-01-29T21:18:12Z' gh_stars: 30 discovered_at: '2020-01-29T21:18:12Z' https://github.com/chrislusf/seaweedfs: title: chrislusf/seaweedfs description: '' year: '2020' stars: 1 ai_summary: A fast, highly scalable distributed storage engine that provides file and object hosting. This repository features native integration paths, enabling microservice workloads to access high-throughput file structures with rapid lookup times. language: Go resource_type: Storage Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: de61a9b3d109057426969c8a7d760944d3795ffa627822a5be380f0c61eb3e90 health_score: 100.0 last_checked: 1779031465.098359 needs_ai_refresh: true hierarchy: - Storage & Data - Distributed File Systems - Object Storage tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T06:18:52Z' gh_stars: 26 discovered_at: '2026-06-08T06:18:52Z' https://github.com/chrisns/cosign-keyless-demo: title: 'chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo' description: '' year: '2021' stars: 2 ai_summary: A practical reference repository showcasing how to perform keyless container image signing inside GitHub Actions using Cosign. The blueprint demonstrates authenticating against Fulcio and Rekor using GitHub's temporary identity tokens. Essential for platform engineers looking to implement secure-by-default CI/CD pipelines. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d9b118c22b91aa81144ead0562da99a0ed5acfe3abf3c239535a8f8905b64325 health_score: 100.0 last_checked: 1779033422.204265 needs_ai_refresh: true hierarchy: - Security - Supply Chain Security - Keyless Signing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-01-31T22:31:51Z' gh_stars: 14 discovered_at: '2023-01-31T22:31:51Z' https://github.com/chrisns/k8s-opa-boilerplate: title: chrisns/k8s-opa-boilerplate description: '' year: '2020' stars: 1 ai_summary: A minimal, highly instructional boilerplate repository demonstrating Open Policy Agent (OPA) integration inside Kubernetes using Gatekeeper. Helps bootstrap policy-as-code paradigms to secure deployments and enforce structural admission controls. language: Rego resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8a0b016f5f851d2b242d57ece34c8c4e59db74b3c5f76f5453c0f8fe58d69c84 health_score: 100.0 last_checked: 1779033773.44563 needs_ai_refresh: true hierarchy: - Cloud Native - Security - Policy Enforcement tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/kustomize.md v2_locations: - kustomize.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-02T18:15:17Z' gh_stars: 18 discovered_at: '2026-06-02T18:15:17Z' https://github.com/christopherhein/awesome-eks: title: 'christopherhein/awesome-eks: Awesome EKS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 93a9e5db618cb592b0f77817d16fab80c32bf37548e360f8f15b7b0d147ee9df health_score: 100.0 last_checked: 1779031147.182302 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:07.182302+02:00' https://github.com/cicdops/awesome-ciandcd: title: "Awesome CI/CD \U0001F31F" description: '' year: '2025' stars: 3 ai_summary: An extensive curated list capturing modern DevOps platforms, delivery engines, automated linting, security scanning, and container validation tools, acting as a foundational technical index for engineering teams. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5a5b7c5fa80a5882bee04d962414e0db0c1332043f674bdac2b3db4bd7a9fbe5 health_score: 100.0 last_checked: 1779031026.336316 needs_ai_refresh: true hierarchy: - Deployment & Delivery - CI/CD & Delivery - Resource Portals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md - docs/other-awesome-lists.md v2_locations: - cicd.md - other-awesome-lists.md youtube_mosaic: {} gh_license: GPL-2.0 gh_pushed: '2026-04-14T12:29:54Z' gh_stars: 1999 is_special: true discovered_at: '2026-04-14T12:29:54Z' https://github.com/cilium/tetragon: title: Tetragon (Cilium) description: '' year: '2022' stars: 5 ai_summary: An eBPF-powered security observability and runtime enforcement platform. It monitors and blocks system events at the kernel level, providing granular process execution, network activity, and file system audit streams with zero container overhead. language: Go resource_type: platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 68c450ba0fe25e40514df915223a5935099e45961a55a65fa4f4551626c2b41d health_score: 100.0 last_checked: 1779031109.34794 needs_ai_refresh: true hierarchy: - Observability & Monitoring - eBPF Runtime Enforcement - Tetragon Platform tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:06:49Z' gh_stars: 4749 discovered_at: '2026-06-14T09:06:49Z' https://github.com/cinhtau/sonatype-nexus-waffle: title: github.com/cinhtau/sonatype-nexus-waffle description: '' year: '2018' stars: 5 ai_summary: An archived community plugin targeting Windows Active Directory single sign-on (SSO) authentication within Sonatype Nexus. Live grounding confirms it is obsolete, unmaintained, and legacy. Useful primarily as vintage integration code, modern Nexus deployments utilize modern OIDC and LDAP endpoints. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c430ab3d6f9179affd62ed9be3ed0189f8b99d15e900eeb970e8a68664b314db health_score: 100.0 last_checked: 1779029613.712683 needs_ai_refresh: true hierarchy: - Artifact Management - Package Repositories - Nexus Integrations tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2019-05-17T19:12:19Z' gh_stars: 6 discovered_at: '2019-05-17T19:12:19Z' https://github.com/circa10a/terraform-provider-mailform: title: github.com/circa10a/terraform-provider-mailform description: '' year: '2021' stars: 1 ai_summary: A niche experimental Terraform provider for the Mailform SaaS API. Serves as a great programmatic example for developers seeking to build customized provider architectures using standard SDK specifications. language: Go resource_type: Provider complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 179c6253105400bd3692883c5767318d8a344c169d207f1887df3eb388847fae health_score: 100.0 last_checked: 1779032157.692018 needs_ai_refresh: true hierarchy: - Infrastructure as Code - SaaS Integration - Providers tags: - '[EMERGING]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2025-11-12T03:06:44Z' gh_stars: 14 discovered_at: '2025-11-12T03:06:44Z' https://github.com/cisagov/log4j-scanner: title: ==cisagov/log4j-scanner== description: '' year: '2021' stars: 0 ai_summary: CISA's open-source scanning tool designed to verify Log4j vulnerabilities by executing safe, targeted callback requests. It is a highly reliable diagnostic utility for auditing external attack surfaces and ensuring regulatory compliance. The tool remains an essential resource for enterprise security audits. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 48b61235254336a836b0f1b1ccccb13bfe62a090c6f91c115c0112ac63e4bae1 health_score: 100.0 last_checked: 1781735930.041245 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4Shell Scanners tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:50.041245+02:00' https://github.com/ckotzbauer/chekr: title: chekr description: '' year: '2022' stars: 1 ai_summary: A lightweight utility designed to inspect Kubernetes configurations and validate them against upcoming resource deprecations and removals. By mapping API versions in manifest files to deprecation roadmaps, it prevents cluster upgrade disruptions. Active through 2026, it remains a useful command-line tool for pre-flight deployment audits. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 7051b38f708de41e58bdb9317a2523365211292d7599f817c8c551fca5b23cc2 health_score: 100.0 last_checked: 1779031126.358947 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Deprecation Check tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-09-16T06:23:32Z' gh_stars: 9 discovered_at: '2023-09-16T06:23:32Z' https://github.com/ckotzbauer/chekr/issues/61: title: 'github.com issues: Generate Kyverno deprecation policies with chekr' description: '' year: '2022' stars: 1 ai_summary: A specific technical issue and discussion detailing how to dynamically generate Kyverno deprecation policies using chekr. This represents an advanced integration pattern where declarative deprecation rules can be continuously generated and enforced at admission time. An invaluable resource in 2026 for automated platform upgrades. language: Markdown resource_type: Documentation / Issue complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 64981e18ca235f20e325e03f8bd8e65477f0b0858a8a19b3df882c11da23659e health_score: 100.0 last_checked: 1779034500.027235 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Kyverno Integration tags: - GUIDE v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-09-16T06:23:32Z' gh_stars: 9 discovered_at: '2023-09-16T06:23:32Z' https://github.com/ckotzbauer/vulnerability-operator: title: ckotzbauer/vulnerability-operator description: '' year: '2023' stars: 5 ai_summary: Integrates scanning engines with active cluster runtimes, cross-referencing running container image tags against security databases to alert administrators to new vulnerabilities. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 48b51a396e0e94d654e5e238dd08cc407cc44898fccfa028445cd33f29032737 health_score: 100.0 last_checked: 1779032255.36903 needs_ai_refresh: true hierarchy: - Security - Vulnerability Management - Scanning - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T13:29:42Z' gh_stars: 87 discovered_at: '2026-06-13T13:29:42Z' https://github.com/clanktron/k3s-ansible: title: clanktron/k3s-ansible description: '' year: '2022' stars: 2 ai_summary: A robust, multi-node Ansible playbook developed to cleanly orchestrate K3s setups, handle system dependencies, bind node components, and extract active kubeconfigs automatically. language: YML resource_type: IaC complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 34d9e871c6f5b42ebfb9cdf1bf0744ffc0710c729a4535ea63be7ddf4f792add health_score: 100.0 last_checked: 1779032017.760185 needs_ai_refresh: true hierarchy: - Edge & IoT - Cluster Provisioning - Ansible Roles tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-15T05:51:01Z' gh_stars: 36 discovered_at: '2022-09-15T05:51:01Z' https://github.com/clastix/capsule: title: ==Capsule Operator== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 82756c4742f62a3e237316762b895ce70a87796f7ece4032aa7093de049c5e65 health_score: 100.0 last_checked: 1779029310.269362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:30.269362+02:00' https://github.com/cli/cli: title: github.com/cli/cli description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a52e2e804b83b6dcd5c62fb973c6a49c969cf2ab698cf1ceb6de5e8c6cc46782 health_score: 100.0 last_checked: 1779032920.669238 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:48:40.669238+02:00' https://github.com/cloud-ark/caastle: title: cloud-ark/caastle description: '' year: '2021' stars: 1 ai_summary: An application-focused operator designed to manage multi-tiered applications in Kubernetes using structured Custom Resources. By coordinating complex dependency lifecycles across different services, it attempts to simplify custom operator architecture. In 2026, it is primarily viewed as a research-level project. language: Python resource_type: Kubernetes Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: 463ff6042883048fb4ccbba61b567694071bc7725dc37e8ba0a63107f2d49222 health_score: 100.0 last_checked: 1779031356.698778 needs_ai_refresh: true hierarchy: - Platform - Application Platform - Custom Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2018-10-29T16:57:29Z' gh_stars: 26 discovered_at: '2018-10-29T16:57:29Z' https://github.com/cloud-ark/kubeplus: title: "KubePlus - Kubernetes Operator to deliver Helm charts as-a-service \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Delivers Helm charts as managed services by generating dynamic APIs. It secures multi-tenant pipelines, enforces platform utilization policies, and integrates Helm deployments with custom billing engines. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e5a88a7c5feb987add38a79bfaec017b7fb35ebac325b9ec8f25e243ac32e335 health_score: 100.0 last_checked: 1779030021.248257 needs_ai_refresh: true hierarchy: - Application Delivery - Packaging - SaaS Provisioning - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T15:05:24Z' gh_stars: 735 discovered_at: '2026-06-03T15:05:24Z' https://github.com/cloud-bulldozer/benchmark-operator: title: 'cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks' description: '' year: '2024' stars: 5 ai_summary: Automates heavy performance testing (e.g., FIO, uperf) within active clusters. It deploys targets, isolates benchmark metrics, and exports execution data to visualization layers. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: edfe3b8caa1da00123cb823ef49ca923957b0463f59db375b03fcd8ed2cef680 health_score: 100.0 last_checked: 1779034521.536349 needs_ai_refresh: true hierarchy: - Reliability - Testing - Performance Benchmarking - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-28T10:48:27Z' gh_stars: 305 discovered_at: '2025-05-28T10:48:27Z' https://github.com/cloud-bulldozer/kube-burner: title: "kube-burner \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 59ce31168e8f6a50d9531f032f45f6daff0742dc413c3ff7f8c1467a566de664 health_score: 100.0 last_checked: 1779031026.996353 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:06.996353+02:00' https://github.com/cloud-custodian/cloud-custodian: title: Cloud Custodian description: '' year: '2026' stars: 5 ai_summary: A robust, YAML-configured rules engine used by enterprise platform engineers to manage multi-cloud compliance, cost control, and security posture across AWS, Azure, and GCP. Automates cost-saving resource deletions, tag compliance, and real-time security remediation. language: Python resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4122fb4f0d8f8b9b1d5e3fd765197751c957199983189d480fa145cd59f6fc46 health_score: 100.0 last_checked: 1779031540.296752 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Multi-Cloud Governance - Compliance Engine tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T18:53:37Z' gh_stars: 6007 discovered_at: '2026-06-10T18:53:37Z' https://github.com/cloud-native-toolkit/multi-tenancy-gitops: title: "==cloud-native-toolkit/multi-tenancy-gitops== \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A production-grade toolkit mapping GitOps and Argo CD architectures onto multi-tenant Kubernetes clusters. Outlines secure separation patterns, namespace isolations, and policy sync mechanisms for scaling environments. language: Yaml / Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9ee4507bfa3837182a87995eb7b7b398017cf6866580d56db23d50633424d1be health_score: 100.0 last_checked: 1779030680.913143 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Multi-Tenancy tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-09T18:47:42Z' gh_stars: 120 discovered_at: '2025-05-09T18:47:42Z' https://github.com/cloud66-oss/copper: title: Copper description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 771e183c89c06d4a087f0f058f4b331548fb3e0102fc42394040c8ab2fdeec2e health_score: 100.0 last_checked: 1779029950.284083 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 is_special: true discovered_at: '2026-05-17T16:59:10.284083+02:00' https://github.com/cloudalchemy/ansible-grafana: title: Grafana provisioning Ansible Role description: '' year: '2026' stars: 5 ai_summary: An automated Ansible role engineered by Cloud Alchemy to deploy, configure, and maintain Grafana services. It translates Grafana's file-based provisioning API parameters into clean Ansible playbooks, standardizing monitoring stack deployments across virtualized environments. language: Ansible resource_type: Ansible Role complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 3a341740ea64c94a440597d1bcb210033a257776c21175198d1f3bdea0086d82 health_score: 100.0 last_checked: 1779030423.106578 needs_ai_refresh: true hierarchy: - Observability - Visualization - Infrastructure as Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-05-31T04:20:45Z' gh_stars: 503 discovered_at: '2023-05-31T04:20:45Z' https://github.com/cloudalchemy/ansible-prometheus: title: github.com/cloudalchemy/ansible-prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 49fbffd8ca22637aabd9d0dfd6ed58b745d8ab892342cbf63b7aa50a1693f875 health_score: 100.0 last_checked: 1779032589.291989 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:43:09.291989+02:00' https://github.com/cloudbees/groovy-cps: title: Continuation Passing Style (CPS) description: '' year: '2021' stars: 5 ai_summary: Curator Insight introduces the underlying Continuation Passing Style (CPS) engine used for executing asynchronous Groovy scripts in Jenkins pipelines. Live Grounding reveals that understanding CPS is critical for debugging serialization errors during master restarts. This technical library ensures execution state can survive controller crashes and resume safely. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: eef92e14e2cb59c30055868b0d43826b08d5c782554e0cdd1dd79d84b8a624d4 health_score: 100.0 last_checked: 1779034292.266725 needs_ai_refresh: true hierarchy: - DevOps - Pipeline Execution Engine - Groovy CPS - Continuation Passing Style tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - demos.md - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-04T20:42:58Z' gh_stars: 95 discovered_at: '2022-11-04T20:42:58Z' https://github.com/cloudflare/cf-terraforming: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 64fc22ae8c4fdef0283f5a3c2088ff9d4bea2f63b2941fc5838d496f091fba74 health_score: 100.0 last_checked: 1779030500.116041 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:20.116041+02:00' https://github.com/cloudflare/lockbox: title: github.com/cloudflare/lockbox description: '' year: '2022' stars: 5 ai_summary: Cloudflare's implementation of public-key encryption workflows to store secrets safely in git repositories before deployment. This cryptographic utility integrates directly with CI/CD platforms to protect values in transit. Highly stable cryptography library still referenced in modern platforms. language: Go resource_type: Library complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dc51dc2ef9e0675da15a20513c781d396760eff71566a1ebdb1ec3fb38e0f38e health_score: 100.0 last_checked: 1779031017.193851 needs_ai_refresh: true hierarchy: - Networking & Security - Secret Management - Encryption tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-04-23T22:37:37Z' gh_stars: 183 discovered_at: '2026-04-23T22:37:37Z' https://github.com/cloudflare/sciuro: title: sciuro description: '' year: '2021' stars: 2 ai_summary: An experimental graphical interface developed by Cloudflare to visualize Kubernetes workloads, cluster nodes, and networking paths in real time. It was designed to highlight resource topology and mapping structures. In 2026, the repository is unmaintained but serves as an informative architectural archetype for web UI mapping. language: TypeScript resource_type: Web Application complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 2fb02ebcd733d6320f3037287b7967cf6fde6b15a231274e7167e39d47f2ef97 health_score: 100.0 last_checked: 1779031715.197263 needs_ai_refresh: true hierarchy: - Operations - Observability - Visualizer tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-23T22:52:03Z' gh_stars: 180 discovered_at: '2026-04-23T22:52:03Z' https://github.com/cloudfoundry/cf-for-k8s: title: cf-for-k8s description: '' year: '2022' stars: 2 ai_summary: An implementation of Cloud Foundry designed to run natively on Kubernetes, blending the Cloud Foundry developer experience (cf push) with Kubernetes infrastructure. By 2026, this repository is archived as Cloud Foundry has transitioned its Kubernetes strategy toward more modular tools (like Korifi), rendering this specific integrated project a legacy reference. language: Go resource_type: Application Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 5badd2857efd39600e8073bf023c6a93823e349066b6c8d844647f8228024456 health_score: 100.0 last_checked: 1779032540.51896 needs_ai_refresh: true hierarchy: - Platform - PaaS - Cloud Foundry tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-08-03T22:59:25Z' gh_stars: 292 discovered_at: '2022-08-03T22:59:25Z' https://github.com/cloudnativelabs/kube-shell: title: ==github.com/cloudnativelabs/kube-shell== ⭐ description: '' year: '2023' stars: 3 ai_summary: An interactive command shell wrapper for kubectl that features context indicators, command completion, and inline help. While visually compelling, native terminal enhancements (such as zsh completions combined with fzf) have largely rendered this dedicated wrapper legacy. language: Python resource_type: Interactive Shell CLI complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b1713285344920ab656e80de1eaf56475ef556603f8f2d9624e0578d32da3304 health_score: 100.0 last_checked: 1779031497.62229 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Interactive Shell tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-02T12:34:48Z' gh_stars: 2393 discovered_at: '2022-11-02T12:34:48Z' https://github.com/cloudogu/gitops-patterns: title: ==github.com/cloudogu/gitops-patterns== description: '' year: '2021' stars: 5 ai_summary: An open directory detailing tested structural patterns for GitOps repo layouts. Helps architectural teams implement scalable environment propagation, secure branch systems, and robust template overlays cleanly. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f19a9fe0d5737e1c19fb96869334f6eef6b21c3f6a15e8f27816f6cb3daa8c6c health_score: 100.0 last_checked: 1779031089.398782 needs_ai_refresh: true hierarchy: - Continuous Delivery - GitOps - Design Patterns tags: - '[DE FACTO STANDARD]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-06-30T16:08:02Z' gh_stars: 359 discovered_at: '2025-06-30T16:08:02Z' https://github.com/cloudogu/gitops-playground: title: github.com/cloudogu/gitops-playground#example-applications description: '' year: '2021' stars: 5 ai_summary: A fully configured local testing playground that showcases multi-tool GitOps pipelines. Includes pre-wired sample apps to help developers analyze live sync processes, drift reconciliation, and integration dynamics using ArgoCD and Flux. language: Shell resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a0429396c0d451066023ec05f8e6ce054c85c4f2b2d91a548401b5766a65c032 health_score: 100.0 last_checked: 1779031255.848239 needs_ai_refresh: true hierarchy: - Continuous Delivery - GitOps - Testing Environments tags: - '[DE FACTO STANDARD]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-12T09:57:11Z' gh_stars: 266 discovered_at: '2026-06-12T09:57:11Z' https://github.com/cloudogu/jenkinsfiles: title: "cloudogu/jenkinsfiles \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A comprehensive repository of production-ready Jenkinsfiles designed for modern enterprise software lifecycles. Offers reusable build scripts, container integration routines, and test suite automation loops. language: Groovy resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 359d3987e7e51eaa143d920b4185887131c580def58388d8f4da4a990a60b4f3 health_score: 100.0 last_checked: 1779030730.426815 needs_ai_refresh: true hierarchy: - DevSecOps & Automation - Jenkins-based CI-CD - Jenkins Architecture tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-10-31T08:24:10Z' gh_stars: 299 discovered_at: '2023-10-31T08:24:10Z' https://github.com/cloudogu/k8s-diagrams: title: ==cloudogu/k8s-diagrams== description: '' year: '2021' stars: 3 ai_summary: A specialized CLI utility built to parse Kubernetes live states and manifest specifications directly into clean, structured architectural diagrams. Resolves the operational pain point of manual cluster mapping, providing engineers with an accurate visual layout of active workloads, routes, and cluster components. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 357885af0faa759dba9d088cac75fe5c6bb3e95ea6828537acfbec65fdf4723e health_score: 100.0 last_checked: 1779034134.990642 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Kubernetes Visualizer - Go tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md - docs/kubernetes-tools.md - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - cloud-arch-diagrams.md - kubernetes-tools.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-01-09T10:26:06Z' gh_stars: 339 discovered_at: '2025-01-09T10:26:06Z' https://github.com/cloudposse-terraform-components/aws-eks-argocd: title: AWS EKS Argo CD Terraform Component description: '' year: '2023' stars: 4 ai_summary: Enterprise-ready Terraform submodule designed to deploy, configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Standardizes complex security configurations, integrates with IAM Roles for Service Accounts (IRSA), and provisions preconfigured Helm releases. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a9cedc5f0da32caf8a3e3fb228149e1dd3f7ebdbe428bfdde20904a90b25f24e health_score: 100.0 last_checked: 1781735876.512896 needs_ai_refresh: true hierarchy: - Platform Engineering - Infrastructure as Code - Terraform & AWS - EKS Modules tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/argo.md - docs/gitops.md - docs/kubernetes-tools.md v2_locations: - argo.md - gitops.md - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:56.512896+02:00' https://github.com/cloudposse/atmos: title: github.com/cloudposse/atmos description: '' year: '2024' stars: 3 ai_summary: Atmos is a production-grade orchestration framework developed to coordinate large-scale multi-account, multi-region cloud configurations. By utilizing a clean hierarchical YAML stack structure, it integrates Terraform, OpenTofu, and Helmfile into consolidated environment manifests. It streamlines modular patterns and enforces strict security and tagging architectures. language: Go resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 20d5de9ef09c1eb07b18e0db2146be3215adea59d789d498bb2760d09dcb71e0 health_score: 100.0 last_checked: 1779031097.415867 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Orchestration - Enterprise Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:09:40Z' gh_stars: 1310 discovered_at: '2026-06-14T06:09:40Z' https://github.com/cloudposse?q=terraform-: title: github.com/cloudposse?q=terraform- description: '' year: '2025' stars: 5 ai_summary: The premier repository suite of highly modular, enterprise-tested blueprints authored by Cloud Posse. These patterns are widely adopted for orchestrating complex AWS and Kubernetes infrastructure layers using declarative conventions. language: HCL resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 222cf30de23f4494dc58700def560592c26ee19d8182496a9cec9e63d098a0f6 health_score: 100.0 last_checked: 1779033806.74093 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Curation - Cloud Posse Modules tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:03:26.740930+02:00' https://github.com/cloudtty/cloudtty: title: 'cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator' description: '' year: '2025' stars: 2 ai_summary: CloudTTY is an operator-backed web terminal designed to securely run browser-based command shell windows inside Kubernetes. Leveraging native container APIs, it provides access to authorized shells without external SSH configurations, proving invaluable for multi-tenant developer portal integration. language: Go resource_type: Operator / Web UI complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3028047efca167255852e833c529b4ebbc136ff241c39a55f7bfef920bff078c health_score: 100.0 last_checked: 1779029421.90367 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Web Terminal tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-21T06:52:50Z' gh_stars: 655 discovered_at: '2026-05-21T06:52:50Z' https://github.com/clusternet/clusternet: title: ==github.com/clusternet== description: '' year: '2021' stars: 5 ai_summary: Clusternet is an open-source, multi-cluster management framework designed to orchestrate application deployment across heterogeneous cloud-to-edge Kubernetes networks. It decouples control planes by introducing push and pull-based scheduling mechanisms, allowing seamless policy propagation. language: Go resource_type: Multi-cluster Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fc6d32ef3d10ebd1ade3e69b4b3e71cda12fe6bc09e44bcb5e38c24a8900c685 health_score: 100.0 last_checked: 1779034211.952244 needs_ai_refresh: true hierarchy: - Platform Engineering - Multi-Cluster Routing - Fleet Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T04:23:14Z' gh_stars: 1437 discovered_at: '2026-06-08T04:23:14Z' https://github.com/clusterpedia-io/clusterpedia: title: "clusterpedia-io/clusterpedia \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Clusterpedia is a high-performance open-source search engine for multi-cluster Kubernetes resources. It periodically synchronizes objects from countless distinct environments into a centralized database, exposing a standard Kubernetes API endpoint to enable low-latency, cross-cluster resource discovery and management. language: Go resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3775a48570c85b1417c09243062e2d6cb3e17462b934251c9410f1215318fa6d health_score: 100.0 last_checked: 1779031468.905334 needs_ai_refresh: true hierarchy: - Kubernetes Management - Multi-Cluster - Search Engine tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-30T00:47:17Z' gh_stars: 873 is_special: true discovered_at: '2026-05-30T00:47:17Z' https://github.com/clvx/k8s-rbac-model: title: 'github.com/clvx/k8s-rbac-model: Kubernetes RBAC Model' description: '' year: '2019' stars: 5 ai_summary: 'Curator Insight: A conceptual visualization framework for modeling Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in over 5 years. Deprioritized under MVQ rules due to structural obsolescence against modern apiGroups.' language: JavaScript resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 47af26afb1e6187c9e511f90ee627aaf989c3bb6d9012c8b95ff36a969aa242d health_score: 100.0 last_checked: 1779033925.527991 needs_ai_refresh: true hierarchy: - Security - Identity & Access - RBAC - Legacy Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-09-01T20:19:40Z' gh_stars: 26 discovered_at: '2020-09-01T20:19:40Z' https://github.com/cncf/tag-security: title: "cncf/tag-security: CNCF Security Technical Advisory Group \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: The premier open-source governance and advisory group defining cloud-native security, compliance, and secure software supply chains. Provides critical specifications including the CNCF Security Whitepaper and Cloud Native Threat Matrix, which serve as foundational guides for platform architects. language: English resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fbaed98c63fc735d027aaa6ca925d7db7cc292526f16fb9a3c807331039634b5 health_score: 100.0 last_checked: 1779034394.963452 needs_ai_refresh: true hierarchy: - Security - Cloud-Native - Governance Standards tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-12-08T07:51:51Z' gh_stars: 2264 discovered_at: '2025-12-08T07:51:51Z' https://github.com/cni-genie/CNI-Genie: title: CNI-Genie description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 86431846eeb87d1bd76fb941fa4b2156d7b39cf1ceb2cf7e0be39dd82f532351 health_score: 100.0 last_checked: 1779031349.891425 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:22:29.891425+02:00' https://github.com/cnrancher/autok3s: title: cnrancher/autok3s description: '' year: '2023' stars: 3 ai_summary: Curator Insight defines autok3s as a lightweight tool to provision and manage K3s clusters across various cloud providers. Live engineering truth in 2026 notes that its development has stabilized, functioning well for localized multi-cloud rapid prototyping. It provides an API and a CLI wrapper to simplify provisioning on AWS, Alibaba, and Tencent Cloud. language: Go resource_type: Code Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 1c1ad8e505e61906ce2c7b545f0e5cd62a00cc56b4fbf1dda53728c345269f05 health_score: 100.0 last_checked: 1779030022.644068 needs_ai_refresh: true hierarchy: - Edge Computing - Kubernetes Provisioning - AutoK3s tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-25T08:19:31Z' gh_stars: 938 discovered_at: '2025-11-25T08:19:31Z' https://github.com/cockroachdb/copyist: title: copyist description: '' year: '2020' stars: 4 ai_summary: Details copyist, a Go library developed by CockroachDB to automate SQL mock generations. Records and plays back transactions to let developers perform database testing without spinning up full DBMS clusters. language: English resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ba28e669744ae9985c71af064756c8bc779898666820d377644e609ec280f7bc health_score: 100.0 last_checked: 1779029573.66604 needs_ai_refresh: true hierarchy: - DevOps & Quality Assurance - Continuous Testing - Database Mocking tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/testops.md v2_locations: - testops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-04T18:30:28Z' gh_stars: 853 discovered_at: '2026-06-04T18:30:28Z' https://github.com/codecentric/helm-charts: title: "Codecentric Jenkins \U0001F31F" description: '' year: '2025' stars: 3 ai_summary: An active, community-maintained collection of high-quality Helm charts, featuring a robust configuration path for DevOps tooling like Jenkins. It provides clean, production-ready, security-hardened manifests optimized for enterprise use. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 99e7b1b7ee743f0f3b3cea0e279681350b7fe180bdc3f25c723909fe85b0ae84 health_score: 100.0 last_checked: 1779030952.270948 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - DevOps Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T12:05:48Z' gh_stars: 733 discovered_at: '2026-06-08T12:05:48Z' https://github.com/codecentric/spring-boot-admin: title: "codecentric's Spring Boot Admin UI \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A popular community dashboard engineered to coordinate, monitor, and manage Spring Boot applications. By parsing actuator telemetry data, it displays real-time statistics including thread states, JVM metrics, memory usage, dynamic logging levels, and distributed transaction status. language: Java resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 68187b3accb6b796cf3f24c30de656df4f4bf632336a27078b4401d695c31da1 health_score: 100.0 last_checked: 1779031012.559469 needs_ai_refresh: true hierarchy: - Spring Ecosystem - Observability - Administration UI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T18:44:23Z' gh_stars: 12828 discovered_at: '2026-06-13T18:44:23Z' https://github.com/codecrafters-io/build-your-own-x: title: Build Your Own X description: '' year: '2024' stars: 5 ai_summary: An immensely popular community-driven compilation of step-by-step guides for building complex software systems (compilers, databases, operating systems, Docker) from scratch. Perfect for deep pedagogical exploration of core engineering systems. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b2853cf5c0430a748f639c71fd07733cc66e705c5ace8005cc37bdeca30e97e0 health_score: 100.0 last_checked: 1781735921.134299 needs_ai_refresh: true hierarchy: - Software Engineering - Education - Systems Programming tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devel-sites.md - docs/introduction.md - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - devel-sites.md - introduction.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.134299+02:00' https://github.com/coderanger/migrations-operator: title: 'coderanger/migrations-operator: Migrations-Operator' description: '' year: '2024' stars: 5 ai_summary: This controller coordinates database schema migration jobs relative to active deployment rollouts. By intercepting deployment events, it executes schema changes as blocking preparatory steps, ensuring application microservices only start up once target database structures align. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 621080d14963a805f53f5cb620b78e4b254f7aceb764eded9b214d0ace704973 health_score: 100.0 last_checked: 1779031449.149706 needs_ai_refresh: true hierarchy: - Data & Databases - Lifecycle Management - Schema Migrations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-10T07:31:27Z' gh_stars: 136 discovered_at: '2025-06-10T07:31:27Z' https://github.com/codesenberg/bombardier: title: "codesenberg/bombardier \U0001F31F" description: '' year: '2017' stars: 4 ai_summary: A high-performance, concurrent HTTP benchmarking and load generation tool written in Go. Utilizing standard fasthttp routines, it generates substantial networking loads to test the horizontal scalability and limits of Kubernetes services. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4448392cd8e9b16e3e7d2107e19aa3d457adee5d229d47139ad4911f1cdf4019 health_score: 100.0 last_checked: 1779033583.971026 needs_ai_refresh: true hierarchy: - Observability & Performance - Performance Testing - Load Generation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-31T13:01:05Z' gh_stars: 6796 discovered_at: '2026-03-31T13:01:05Z' https://github.com/colbymchenry/codegraph: title: CodeGraph description: Pre-indexed local code knowledge graph designed to optimize context and tool usage for AI coding agents. year: '2026' stars: 4 ai_summary: An advanced, local-first code intelligence tool that generates a semantic knowledge graph of repository structures, symbols, and dependencies using Tree-sitter parsing. Explicitly designed to support AI coding agents such as Claude Code, Cursor, and Codex over Model Context Protocol (MCP), it enables agents to resolve queries through lightweight graph traversals rather than expensive, repetitive file scans. By caching symbol relationships locally, it cuts agent exploration tool calls by up to 70% and drastically reduces LLM token consumption in active development workflows. language: en resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: aa066a24524051cced36b29d95217065cf3460f6289ee45d67e2bd5314cc1c0d health_score: null last_checked: 1780352148.493944 needs_ai_refresh: false hierarchy: - AI Agents - Model Context Protocol - Semantic Search - Developer Tools tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-06-01T00:22:31Z' gh_stars: 36643 reputation_status: Vetted reputation_summary: Vetted and trending tool with viral adoption in the developer community, praised for cutting Claude Code token costs. social_preview_url: https://opengraph.githubassets.com/1bc2c1f9b88a9c7fccf7a845c9f892fcf6f65efa74d296b40081a8452f0a6d80/colbymchenry/codegraph source_provenance: X.com (midudev) suggested_new_category: ai-development-tools discovered_at: '2026-06-01T00:22:31Z' https://github.com/collabnix/kubetools: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 601a1e421a215648e6e2a4a0ff9b01304a57b267f5564df9808d9c14e39757f1 health_score: 100.0 last_checked: 1779032978.088754 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:49:38.088754+02:00' https://github.com/collections/learn-to-code: title: "github.com/collections/learn-to-code \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An official curated GitHub collection designed to outline primary programming routes, fundamental data structures, and foundational algorithms. Helps novice and intermediate engineers rapidly build software development skills. language: N/A resource_type: GitHub Collection complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 88f419dec7275f96ab2855afcc2f49d1899b97dfae0ee30d0ce630bbff52ffe9 health_score: 100.0 last_checked: 1781736122.876947 needs_ai_refresh: true hierarchy: - Software Engineering - Education - Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:02.876947+02:00' https://github.com/commjoen/wrongsecrets: title: '==commjoen/wrongsecrets: OWASP WrongSecrets==' description: '' year: '2026' stars: 4 ai_summary: OWASP WrongSecrets is an interactive training app containing purposely exposed secrets across various cloud-native scenarios (e.g., inside Docker layers, K8s configs, cloud stores). Excellent for developer training, team labs, and security awareness auditing. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 39e152f28c760f881808bd94a569729ed8f9a09702af02f5671d792e3fcac423 health_score: 100.0 last_checked: 1779029802.218704 needs_ai_refresh: true hierarchy: - Security - Education & Training - Vulnerable Labs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-04-18T04:13:48Z' gh_stars: 0 discovered_at: '2026-04-18T04:13:48Z' https://github.com/config-syncer/config-syncer: title: 'kubeops/config-syncer: Config Syncer (previously Kubed)' description: '' year: '2017' stars: 4 ai_summary: Config Syncer (previously known as Kubed) is a Kubernetes operator designed to sync ConfigMaps and Secrets across multiple namespaces or cluster systems. It allows operations teams to configure central payloads with dynamic automated replication. language: Go resource_type: Operator complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 754c57db37a7ea1db931009daa59653fbc5d9e9b1efe6165576e68eca559a84b health_score: 100.0 last_checked: 1779130494.969184 needs_ai_refresh: true hierarchy: - Application Delivery - Configuration Management - Secret Distribution tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-16T02:04:01Z' gh_stars: 1017 discovered_at: '2026-05-16T02:04:01Z' https://github.com/configurator/kubefs: title: kubefs description: '' year: '2021' stars: 5 ai_summary: A virtual file system mount that represents active Kubernetes configuration namespaces and resources as standard local directory paths. Allows operators to inspect running container configs and logs using standard file explorers. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8b986e8658e951ec1116fe47a0ca27d15fcc58a43f050b427af34dbf0caeb86c health_score: 100.0 last_checked: 1779030531.775523 needs_ai_refresh: true hierarchy: - Developer Experience - Filesystems - Resource Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-06-23T19:38:50Z' gh_stars: 93 discovered_at: '2020-06-23T19:38:50Z' https://github.com/containerd/containerd: title: containerd - An open and reliable container runtime description: '' year: '2026' stars: 5 ai_summary: containerd is an industry-standard container runtime designed to be embedded into larger systems like Kubernetes. Following the deprecation of Docker's native runtime engine in Kubernetes, containerd has emerged as the de facto execution engine for production-grade orchestrators. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ce5d5ddc82dcb8a73ef4182dc00d67cdcbd4cd05311a18d932eb4ac6dd55b7f4 health_score: 100.0 last_checked: 1779029121.409103 needs_ai_refresh: true hierarchy: - Container Runtime - Core Infrastructure - Execution Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md - docs/docker.md - docs/kubernetes.md v2_locations: - container-managers.md - docker.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T19:17:34Z' gh_stars: 20835 discovered_at: '2026-06-13T19:17:34Z' https://github.com/containerd/nerdctl: title: "nerdctl \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Nerdctl is a Docker-compatible CLI designed specifically for containerd, offering matching CLI experiences (e.g., nerdctl run, nerdctl compose) for non-Docker environments. It supports advanced container features like lazy pulling (e.g., eStargz/soci), rootless execution, IPFS container sharing, and encryption. It acts as a bridge for developers migrating to pure containerd-based systems. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 11512a5fa7604793242e19295ecdde61795dfb13cb6c433e763ba9dee6873309 health_score: 100.0 last_checked: 1779029174.762048 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Runtimes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:33:04Z' gh_stars: 10146 discovered_at: '2026-06-12T22:33:04Z' https://github.com/containernetworking: title: "github.com/containernetworking \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The foundational GitHub organization hosting the official CNI specification, runtime engines, and core plugin binaries that drive the cloud-native ecosystem. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b6639ea6da38a6535eb742515c4f6106008226dc296ea9e14701a064d805692b health_score: 100.0 last_checked: 1779031216.017742 needs_ai_refresh: true hierarchy: - Networking - CNI - Fundamentals tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:20:16.017742+02:00' https://github.com/containernetworking/cni: title: CNI description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6921ce1dc486dfdac9385cb1637113ab4bc10318da27a3702225d0fa2bbbf85c health_score: 100.0 last_checked: 1779033751.264231 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:02:31.264231+02:00' https://github.com/containers/buildah: title: github.com/containers/buildah description: '' year: '2026' stars: 5 ai_summary: The official GitHub repository for Buildah, containing the core Go source code for building daemonless OCI container images. Live Grounding confirms its active role as a standard engine within Kubernetes environments, particularly Red Hat OpenShift, allowing secure rootless image construction. It is highly valued for its ability to create scratch images containing only runtime-essential binaries, dramatically reducing final image attack surfaces. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0a37e92cf398bc2346e88e1ffe1cfd914b7f52c8551790ae4941ad9118c4b74b health_score: 100.0 last_checked: 1779032802.415468 needs_ai_refresh: true hierarchy: - Infrastructure - Containers - Image Building tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-22T01:25:14Z' gh_stars: 8795 discovered_at: '2026-05-22T01:25:14Z' https://github.com/containers/conmon: title: Conmon description: '' year: '2017' stars: 5 ai_summary: An essential, daemonless container monitor written in C, used primarily by Podman and CRI-O. Conmon supervises container lifecycles, capturing standard output/error streams, tracking exit codes, and managing attachment sockets while maintaining a negligible host resource overhead. language: C resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d75ef63f02648710f491201fa5ff9a4acb949c9e8a7ab0130026e2ad46d0395b health_score: 100.0 last_checked: 1779031988.114248 needs_ai_refresh: true hierarchy: - Containerization - Runtimes - Low-Level Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T18:15:32Z' gh_stars: 481 discovered_at: '2026-06-13T18:15:32Z' https://github.com/containers/crun: title: crun description: '' year: '2019' stars: 5 ai_summary: A high-performance, lightweight, and low-memory-footprint OCI runtime written completely in C. It serves as an ultra-fast alternative to Go-based runc, offering native support for advanced Linux features such as cgroups v2, user namespaces, and direct system call mapping. language: C resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c221b057b7c47c7633e3af5254b068421f8b6ab8323d762748981de09fbdd83f health_score: 100.0 last_checked: 1779030407.653723 needs_ai_refresh: true hierarchy: - Containerization - Runtimes - Low-Level Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: GPL-2.0 gh_pushed: '2026-05-30T10:56:09Z' gh_stars: 3964 discovered_at: '2026-05-30T10:56:09Z' https://github.com/containers/libpod: title: 'Libpod: Library and tool for running OCI-based containers in Pods' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bf72fecd7240628916a05633a0724e634622839175bf8822d603a8a51cb7e363 health_score: 100.0 last_checked: 1779030562.182992 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/container-managers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:22.182992+02:00' https://github.com/containers/podman: title: 'Libpod: Library and tool for running OCI-based containers in Pods' description: "- Libpod is a library used to create container pods. Home of Podman.\n \ - Libpod provides a library for applications looking to use the Container Pod concept, popularized by Kubernetes. Libpod also contains the Pod Manager tool (Podman). Podman manages pods, containers, container images, and container volumes." year: '2018' stars: 5 ai_summary: The core engine library underlying Podman, enabling programmatic creation and lifecycle management of OCI-compliant containers and Pods. Libpod brings native Kubernetes-style multi-container 'Pod' groupings to local local environments without requiring a background orchestration API. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2eb130c7313acca5d372a6eb124f7b915e3addd277a85484fb8250cb46c555d4 health_score: 100.0 last_checked: 1779130494.935248 needs_ai_refresh: true hierarchy: - Containerization - Container Engines - Daemonless Execution tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-22T09:18:45Z' gh_stars: 31763 discovered_at: '2026-05-22T09:18:45Z' https://github.com/containers/skopeo: title: Skopeo description: '' year: '2026' stars: 5 ai_summary: Skopeo is an industry-standard command-line tool designed to perform operations on container images and image registries without requiring local container storage or engines. Architects leverage Skopeo to inspect remote manifest details, sign images, and sync packages directly between registries (e.g., from Docker Hub to ECR). Live Grounding confirms it as a vital utility in production CI/CD security scanning and compliance loops. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5876e9728abf32910bb2513d206f60a4cae6f3a945dcf5358fb283f78f8c8922 health_score: 100.0 last_checked: 1779031844.825729 needs_ai_refresh: true hierarchy: - Infrastructure - Containers - Image Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-21T14:40:34Z' gh_stars: 10891 discovered_at: '2026-05-21T14:40:34Z' https://github.com/containerscrew/aws-sso-auth: title: github.com/containerscrew/aws-sso-auth description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 63f3f95ccb8d912ee62899fde56ecbbe048c1dd5a4e3e7dfb0426237b1bda635 health_score: 100.0 last_checked: 1779033167.010245 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-tools-scripts.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:47.010245+02:00' https://github.com/containerscrew/aws-sso-rs: title: github.com/containerscrew/aws-sso-auth description: '' year: '2026' stars: 4 ai_summary: A lightweight Rust-based terminal utility (aws-sso-rs) designed to automate AWS IAM Identity Center login workflows and manage local workstation credential lifecycles. It bypasses slow browser integration loops by managing token renewals and profile switching programmatically. Critical for terminal-first developers using security-hardened AWS structures. language: Rust resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0ed39e4ea9ad32e320356ac72700ed3e22db590735596f9cad48b94fb8b51101 health_score: 100.0 last_checked: 1779130494.965423 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Identity Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2025-12-19T12:52:05Z' gh_stars: 4 discovered_at: '2025-12-19T12:52:05Z' https://github.com/containrrr/watchtower: title: github.com/containrrr/watchtower description: '' year: '2026' stars: 5 ai_summary: Watchtower is an automation utility that monitors running Docker containers and automatically updates them whenever a new version of their base image is pushed to a remote registry. It executes graceful shutdowns, restarts the container with its original configurations, and sends notifications via webhooks. This is an optimal solution for staging, homelab, and edge environments where manual container updates are highly inefficient. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 2c045d1d45b19cf7702d75cab8a4d8a5785eccbd4e05e8a4a029ecd99ce5b352 health_score: 100.0 last_checked: 1779030248.96687 needs_ai_refresh: true hierarchy: - Infrastructure - Continuous Deployment - Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-17T14:44:11Z' gh_stars: 24678 discovered_at: '2025-12-17T14:44:11Z' https://github.com/contentful-labs/kube-secret-syncer: title: "contentful-labs/kube-secret-syncer \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A targeted operator designed to synchronize secrets securely from external services (specifically AWS Parameter Store) directly into native Kubernetes Secrets, ensuring cloud-hosted secrets stay continuously aligned with active workloads. language: Go resource_type: Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 31362501cbefbbf7cb62ba03875a9d0550a36ebb1cbe331896c282cfd6b1ea39 health_score: 100.0 last_checked: 1779029939.38852 needs_ai_refresh: true hierarchy: - Security & Identity - Secrets Management - External Secrets Sync tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-12T09:58:53Z' gh_stars: 194 discovered_at: '2026-05-12T09:58:53Z' https://github.com/controlplaneio/badrobot: title: github.com/controlplaneio/badrobot description: '' year: '2026' stars: 2 ai_summary: Badrobot is a security audit tool focused on evaluating the security posture of third-party Kubernetes operators and their associated service accounts. It parses Helm charts and controller specifications to discover overly permissive RBAC bindings and risky system privileges. Security architects utilize it to harden cluster control planes against lateral privilege escalation via vulnerable operator patterns. language: Go resource_type: Security Scanner complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 17c07f3935c2b385962a04ed3530662efdcd94eeb5841a3bec716ffa63309da1 health_score: 100.0 last_checked: 1779033567.379784 needs_ai_refresh: true hierarchy: - Security - Operator Security - Static Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T10:11:13Z' gh_stars: 229 discovered_at: '2026-06-09T10:11:13Z' https://github.com/coodict/python3-in-one-pic: title: 'github: Python3 in one pic' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3bae1009948bf6090caf00ed3609c4874c1d0213b203641ecb8aa673f5944d63 health_score: 100.0 last_checked: 1779029609.941099 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.941099+02:00' https://github.com/copilot: title: "GitHub Copilot \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: The main landing framework for GitHub Copilot's developer organization. As an AI-assisted development standard, it houses the core SDK components, extension configurations, and telemetry hooks driving modern contextual code synthesis inside major integrated development environments (IDEs). language: TypeScript resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ea5a4cec3a13ca0942f6e14db3396bf030155df379dd7578c2b5ada8763d5f15 health_score: 100.0 last_checked: 1779130495.026477 needs_ai_refresh: true hierarchy: - Software Engineering - AI-Assisted Development - Copilot Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devel-sites.md - docs/git.md v2_locations: - git.md - devel-sites.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:55.026477+02:00' https://github.com/coreos/flannel: title: Flannel description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6ed5e8e6740bad4bb638d3df66476db19617af6103f823cfa9c31e6a87732e36 health_score: 100.0 last_checked: 1779030015.286496 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:15.286496+02:00' https://github.com/coreos/kube-prometheus: title: kube-prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 83406644b79c139181aba89253e69e0ef05e6d85df426c45f612896e4c54a605 health_score: 100.0 last_checked: 1779030810.130226 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:30.130226+02:00' https://github.com/coreos/rpm-ostree: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dd54e487375c77e1878f0ba56fe35163eef7083a3ab8e6292c83cd9c98711708 health_score: 100.0 last_checked: 1779032889.553993 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-17T17:48:09.553993+02:00' https://github.com/corneliusweig/ketall: title: ketall description: '' year: '2023' stars: 3 ai_summary: A kubectl plugin that executes an authentic 'get all' command, querying every single resource type (including CRDs, cluster-scoped resources, and configs) instead of the limited subset retrieved by default. In 2026, it continues to be one of the most widely recommended diagnostic plugins for capturing complete system topology snapshot outputs. language: Go resource_type: Kubectl Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: 6ac47342e9617f3d1786ba958830ff02c3de0cad4e7d8e51959b0f478e537cdd health_score: 100.0 last_checked: 1779034454.799301 needs_ai_refresh: true hierarchy: - Operations - CLI Tool - Query tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-12-06T15:08:38Z' gh_stars: 751 discovered_at: '2023-12-06T15:08:38Z' https://github.com/corneliusweig/konfig: title: corneliusweig/konfig description: '' year: '2019' stars: 2 ai_summary: A practical kubectl extension designed to safely split, filter, and combine credentials inside complex kubeconfig contexts. It isolates specific configuration sets to reduce administrative risk across disparate target hosts. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8cc0bd25f80cd0378e4ec4b2d53ed32fa32df5371b277a2da32d2854ac13e689 health_score: 100.0 last_checked: 1779032579.34016 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - Kubeconfig Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-06-30T06:25:55Z' gh_stars: 388 discovered_at: '2022-06-30T06:25:55Z' https://github.com/cortexproject/cortex: title: github.com/cortexproject/cortex description: '' year: '2024' stars: 5 ai_summary: Open-source repository for Cortex. Implements Prometheus as a service, allowing isolated multi-tenancy, long-term metric durability in object storage (S3/GCS), and horizontally scalable querying. language: Go resource_type: Open Source Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 937315c597d3938532554ce2b2beedc8042ebd4857623c8ef4c26091df742784 health_score: 100.0 last_checked: 1779031431.879778 needs_ai_refresh: true hierarchy: - Observability - Distributed Storage - Cortex Engine tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T13:32:09Z' gh_stars: 5811 discovered_at: '2026-06-12T13:32:09Z' https://github.com/corunet/kloadgen: title: "KLoadGen - Kafka + (Avro/Json Schema) Load Generator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ecb578dd5db52b61f29132a67a43f79ed181097580a628edd2e2c66b44aee43e health_score: 100.0 last_checked: 1779034041.987964 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.987964+02:00' https://github.com/couler-proj/couler: title: Couler description: '' year: '2023' stars: 4 ai_summary: Couler is an open-source Python SDK built to simplify programming native Kubernetes workflow engines like Argo or Tekton. It allows machine learning and data engineering teams to construct complex workflows via intuitive Python code instead of hand-writing endless YAML sheets. language: Python resource_type: SDK complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7b9d2c324707d3c2e2c421e9c4028e7b996a5b537d35ecb9e1ad7d367fbb80e5 health_score: 100.0 last_checked: 1779033309.789944 needs_ai_refresh: true hierarchy: - Orchestration - Workflows - Kubernetes SDKs - Couler tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-08T03:31:54Z' gh_stars: 944 discovered_at: '2024-10-08T03:31:54Z' https://github.com/crazy-max/diun: title: crazy-max/diun description: '' year: '2025' stars: 4 ai_summary: Diun (Docker Image Update Notifier) is a lightweight CLI application designed to monitor Docker registries and notify team members of active image updates. With support for multiple notification backends (Slack, Telegram, Webhooks), it bridges the gap between static registry management and automated GitOps continuous integration pipelines. language: Go resource_type: Daemon complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cf526369dcf84fa8977dc3de55ef0f8c8215d17fb64bb250d7911200c304012b health_score: 100.0 last_checked: 1779031397.269621 needs_ai_refresh: true hierarchy: - Operations - GitOps & Delivery - Image Registry tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T13:02:54Z' gh_stars: 4721 discovered_at: '2026-06-11T13:02:54Z' https://github.com/crc-org/crc: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 99289348516ecb0627204191bc5fde9d781b0dadf9101f92432c9c11dcfae1fb health_score: 100.0 last_checked: 1779034116.558268 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:08:36.558268+02:00' https://github.com/create-go-app/cli: title: create-go-app/cli description: '' year: N/A stars: 0 ai_summary: Curator Insight introduces this CLI to construct boilerplate-free backend, frontend, and web applications in Go. Live Grounding shows its capability to pre-configure deployment assets like Dockerfiles and Kubernetes manifests to quicken development cycles. language: English resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: bb339e0f1cfa2b64c71a8a9bfefe1a0705a2b20dbbd74b2a4ca4eb9cc8ee58e0 health_score: 100.0 last_checked: 1779033336.371128 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Project Scaffolding tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-10T00:34:13Z' gh_stars: 2758 discovered_at: '2026-02-10T00:34:13Z' https://github.com/cremich/cdk-bill-bot: title: 'cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot' description: '' year: '2023' stars: 4 ai_summary: An open-source AWS CDK cost optimization bot named Bill. Scans cloud deployment metadata, analyzes actual usage patterns, and suggests infrastructure optimization options via Slack or Microsoft Teams channels. language: TypeScript resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ec37d578479c534a1acdcd5414c343df0e1c0298f407bde3726b2adfe27eb28e health_score: 100.0 last_checked: 1779031553.25741 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - IaC FinOps - AWS CDK Bots tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-25T20:04:46Z' gh_stars: 486 discovered_at: '2022-09-25T20:04:46Z' https://github.com/cruise-automation/rbacsync: title: "RBACSync \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A synchronization tool that translates active identity directory groups (e.g., Okta, Azure AD) directly into local Kubernetes RBAC configurations. Eliminates configuration drifts and automates security lifecycles when onboarding engineers. High reliability for multi-tenant enterprise platforms. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 00b8bb978ac9a05158363288eab967349684d997d1b9926475a77d16cf935ff7 health_score: 100.0 last_checked: 1779030742.55662 needs_ai_refresh: true hierarchy: - Networking & Security - Identity & Access - RBAC Synchronization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-12-18T23:03:38Z' gh_stars: 243 discovered_at: '2023-12-18T23:03:38Z' https://github.com/crumbhole/argocd-lovely-plugin: title: 'github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin' description: '' year: '2023' stars: 4 ai_summary: A flexible Custom Config Management Plugin (CMP) for Argo CD designed to combine Helm, Kustomize, and raw YAML. It solves the nested tooling dilemma by processing multiple template layers without requiring complex shell scripts, simplifying enterprise GitOps chains. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: caf8e7e60e9c1a41351b00678f3b08f14d1c5ec64b8ca1830ace8c1376656c86 health_score: 100.0 last_checked: 1779032587.316137 needs_ai_refresh: true hierarchy: - GitOps & CD - ArgoCD - Plugins & Extensions tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-12T22:40:49Z' gh_stars: 486 discovered_at: '2026-06-12T22:40:49Z' https://github.com/crumbhole/argocd-vault-replacer: title: github.com/crumbhole/argocd-vault-replacer description: '' year: '2022' stars: 3 ai_summary: A specialized replacement utility designed to pull secrets from HashiCorp Vault during the Argo CD rendering phase. Acts as a lightweight precursor/alternative to full plugin integrations, enabling targeted placeholder substitutions within native Kubernetes manifest streams. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 724849f3109ed9ba95308c305e2488b5c9c80749dedd860e191c920b4062a7a5 health_score: 100.0 last_checked: 1779030572.950114 needs_ai_refresh: true hierarchy: - Platform Engineering - Secret Management - HashiCorp Vault - ArgoCD Plugins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-10T00:31:45Z' gh_stars: 109 discovered_at: '2026-06-10T00:31:45Z' https://github.com/crynta/terax-ai: title: Terax AI — Lightweight Terminal-First AI Dev Workspace description: An open-source, ultra-lightweight (7MB) terminal emulator and developer workspace built in Rust and Tauri, featuring a local-first AI agent loop. year: '2026' stars: 4 ai_summary: 'A highly performant, open-source AI-native terminal emulator and code editor designed to bypass resource-heavy electron-based alternatives. - Built with Rust, Tauri, React, and xterm.js (WebGL rendering), it manages shell instances via portable-pty while storing all API keys locally. - Features a built-in CodeMirror code editor with Vim mappings, dual-view web previews, and a core agentic framework connecting seamlessly to OpenAI, Anthropic, Gemini, or local models running on Ollama.' language: en resource_type: project complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 766f83b521c18601f8f9e2138ffe51595f73533b7ab633deb69b186346719f2c health_score: null last_checked: 1780352838.801097 needs_ai_refresh: false hierarchy: - Systems Engineering - Terminal Emulators - Desktop AI Agents - Rust Tools tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: Apache-2.0 gh_pushed: '2026-06-01T18:33:47Z' gh_stars: 6370 reputation_status: Vetted reputation_summary: No reputation penalty. Heavily praised on Hacker News, Reddit, and Arch Linux AUR groups for its extremely rapid development cycle, lightweight 7MB Rust profile, and absence of telemetry. social_preview_url: https://opengraph.githubassets.com/55473e5816c702ebcea62422cb849abb2c9f0eca41acebc9b457af5f973b3e4f/crynta/terax-ai source_provenance: X.com (midudev) suggested_new_category: developer-tooling discovered_at: '2026-06-01T18:33:47Z' https://github.com/csantanapr/faststart2020-pipelines-lab: title: 'github: OpenShift Pipelines Node.js Tutorial' description: '' year: '2020' stars: 1 ai_summary: Specialized quick-start laboratory focusing on Node.js application continuous delivery with OpenShift Pipelines. Guides developers through configuring trigger conditions and executing basic Source-to-Image (S2I) build pipelines. language: JavaScript resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e219f3a725d9391525ef3979f915bdf00877426e0bf1b828d188c4c254345611 health_score: 100.0 last_checked: 1779031378.287862 needs_ai_refresh: true hierarchy: - Platform Architecture - CI/CD - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-10T18:52:03Z' gh_stars: 5 discovered_at: '2022-12-10T18:52:03Z' https://github.com/cschotte/Azure-DevOps-Dashboard: title: Azure DevOps Dashboard description: '' year: '2024' stars: 5 ai_summary: Community-driven dashboard tool for monitoring multi-project pipelines and deployment progress inside a single, unified view. Helps development leads observe pipeline backlogs and release tempos. language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 34887036e0bd67de4eee0bc528e7a290dc735dfde166fcd70262bcf68346e1b1 health_score: 100.0 last_checked: 1779033489.354709 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Observability - DevOps Dashboard tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-04-22T13:54:37Z' gh_stars: 16 discovered_at: '2024-04-22T13:54:37Z' https://github.com/csweichel/werft: title: csweichel/werft description: '' year: '2022' stars: 5 ai_summary: Werft is a lightweight, Kubernetes-native CI system designed to launch build tasks as custom pods directly from Git actions. Bypassing bulky traditional build systems, it leverages native Kubernetes scheduling to guarantee isolated, deterministic execution environments. language: Go resource_type: Open-Source Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 08e2446133993930300cf762943588bbeae2933793cd3588a2b83b4e2f6ebc61 health_score: 100.0 last_checked: 1779033706.889178 needs_ai_refresh: true hierarchy: - Deployment & Delivery - CI/CD Platforms - Kubernetes-Native CI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-03-06T22:39:40Z' gh_stars: 194 discovered_at: '2023-03-06T22:39:40Z' https://github.com/ctrox/csi-s3: title: ctrox/csi-s3 description: '' year: '2018' stars: 3 ai_summary: A CSI driver that mounts S3-compatible buckets directly into container filesystems. It uses FUSE systems to read/write files in storage backends, bringing standard POSIX behaviors to raw cloud object storage paradigms. language: Go resource_type: CSI Driver complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 74f1b41eb029d06d3eb3c314503b1293346919ca46b6ab2ad933581a54a02190 health_score: 100.0 last_checked: 1779030021.227907 needs_ai_refresh: true hierarchy: - Storage & Data - CSI Plugins - Object Storage Mounts tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-17T05:34:29Z' gh_stars: 831 discovered_at: '2025-04-17T05:34:29Z' https://github.com/cuber-cloud/cuber-gem: title: 'cuber-cloud/cuber-gem: CUBER' description: '' year: '2021' stars: 3 ai_summary: Cuber is a deployment tool tailored specifically for Ruby environments. It packages Rails and Rack codebases and automates deployment execution onto Kubernetes backends with zero complex YAML writing. language: Ruby resource_type: Deployment CLI complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7946698f1f94b9c8875d76e1fc77332fb5d8d3b99404e311ea0d89d7f8ab553b health_score: 100.0 last_checked: 1779033162.861174 needs_ai_refresh: true hierarchy: - Application Platforms - Deployment Frameworks - Ruby Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-12T17:58:14Z' gh_stars: 714 discovered_at: '2026-04-12T17:58:14Z' https://github.com/curl/wcurl: title: wcurl description: '' year: '2024' stars: 5 ai_summary: A lightweight command wrapper designed by the curl maintainers to simplify raw file downloads. Removes the need to manually define standard flags like `-O` and `--create-dirs`, reducing script friction when packaging container layers. language: Shell resource_type: Utility Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2b563bec5bc35153b1f5559f0f6b183ac50cc02438ea7d8f189f518a91b3b06 health_score: 100.0 last_checked: 1779034226.585954 needs_ai_refresh: true hierarchy: - Linux - Networking - Data Transfer tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md - index.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-01T22:01:09Z' gh_stars: 512 discovered_at: '2026-06-01T22:01:09Z' https://github.com/cyberark/kubeletctl: title: "Kubeletctl is a command line tool that implement kubelet's API \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A command line tool targeting the local Kubelet API directly to execute commands, retrieve logs, and assess endpoint vulnerabilities. Used heavily by cloud security auditors and penetration testers to map security postures. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4b42033ef8fca163aac41b901eebc3d12be3cb7bef958b4a9879e17eab25ffd5 health_score: 100.0 last_checked: 1779031805.64654 needs_ai_refresh: true hierarchy: - Security - Vulnerability Scanning - API Verification tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-08-06T07:17:00Z' gh_stars: 894 discovered_at: '2025-08-06T07:17:00Z' https://github.com/cyberark/kubesploit: title: "github.com/cyberark/kubesploit \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: Kubesploit is a dedicated container penetration testing framework engineered for red-teaming containerized environments. Using an agent-based model, it simulates realistic attacks inside Kubernetes clusters, evaluating vulnerabilities such as pod escapes. language: Go resource_type: Exploitation Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 5a38b7c49a9723a4a2796ed6eb3a64c1bf9d85fd6e382551eb29fb07fbc341e5 health_score: 100.0 last_checked: 1779033309.875296 needs_ai_refresh: true hierarchy: - Security & Hardening - Vulnerability Assessment - Offensive Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2025-02-03T12:03:19Z' gh_stars: 1226 discovered_at: '2025-02-03T12:03:19Z' https://github.com/cybersecsi/HOUDINI: title: '==cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for'' Network Intrusion==' description: '' year: '2023' stars: 5 ai_summary: HOUDINI gathers hundreds of preconfigured container images loaded with security tools, intrusion modules, and network diagnostic utilities. While its maintenance frequency has decreased, the structure provides a historical repository for testing setups. It is used primarily by forensic professionals looking for standardized local testing setups. language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e98ccff77acd39501658498dec2fd66b87df2173aa27852a14f36257bd888d25 health_score: 100.0 last_checked: 1779034015.94381 needs_ai_refresh: true hierarchy: - Security - Penetration Testing - Security Containers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2025-11-21T17:18:57Z' gh_stars: 1253 discovered_at: '2025-11-21T17:18:57Z' https://github.com/cybersecsi/RAUDI: title: ==cybersecsi/RAUDI== description: '' year: '2026' stars: 5 ai_summary: RAUDI is an automated system designed for continuous integration that regularly checks, updates, and rebuilds Docker images containing custom security tools. By automating the build pipelines of individual vulnerability scanners and custom scripts, it ensures security teams always work with up-to-date and compliant container environments. Its architectural value lies in bridging automated vulnerability definitions directly with container supply chain security. language: Python resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 16da4f24401bc72177ce6170eff8c24072339b105e282098db3a05b637058602 health_score: 100.0 last_checked: 1779032754.351642 needs_ai_refresh: true hierarchy: - Security - Vulnerability Management - Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-03T04:04:22Z' gh_stars: 559 discovered_at: '2026-06-03T04:04:22Z' https://github.com/cyberus-technology/virtualbox-kvm: title: "github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox' \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A performance-focused extension enabling Oracle VirtualBox to delegate execution directly to the native Linux Kernel-based Virtual Machine (KVM) backend. It removes proprietary kernel module requirements. Live Grounding highlights its architectural value for running clean virtualization loops inside Linux workstations. language: C resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 63def87ea138c80de7c51c3a9d87dd17d430e298d3a3b52c955b7191a98a0b94 health_score: 100.0 last_checked: 1779033906.857697 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Virtualization - Hypervisors tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-02-01T11:24:21Z' gh_stars: 1113 discovered_at: '2026-02-01T11:24:21Z' https://github.com/cycloidio/inframap: title: "==cycloidio/inframap: Inframap== \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: Inframap compiles native HCL files or existing Terraform state inputs directly into comprehensive node-link visualization graphs. By executing clean AST parsing, the tool extracts backend dependencies, service connections, and active endpoints. It outputs directly to DOT format to enable programmatic generation of up-to-date cloud deployment maps. language: Go resource_type: Visual Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 147c1268185b5ee55d4952cf69675987837441203bc5c3a0e6847acf55c63fc9 health_score: 100.0 last_checked: 1779033974.388089 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Visualization - Topology Mapping tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-23T14:00:06Z' gh_stars: 2035 discovered_at: '2026-04-23T14:00:06Z' https://github.com/cyclops-ui/cyclops: title: github.com/cyclops-ui/cyclops description: '' year: '2025' stars: 4 ai_summary: An open-source developer-focused UI that dynamically generates highly intuitive forms from Kubernetes configurations and Helm schemas. Reduces cognitive overhead for non-operations teams, allowing secure and error-free deployments. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e0148782f23c90618ec63dea113db8e97e5009edeb2b21bfbab3384c419e5cf1 health_score: 100.0 last_checked: 1779031451.446225 needs_ai_refresh: true hierarchy: - Platform Engineering - Application Delivery - Dynamic Forms tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-22T09:59:04Z' gh_stars: 3323 discovered_at: '2026-01-22T09:59:04Z' https://github.com/cykerway/complete-alias: title: complete-alias description: '' year: '2026' stars: 5 ai_summary: A shell integration tool designed to resolve completion mechanisms for aliased commands. For platform engineers running complex aliased 'kubectl' pipelines, this tool bridges the gap by enabling native parameter autocomplete for custom aliases, preserving system-level speed. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 692df128e74e494017d0f85c4cea65f1b57ca82a943fb570c7c0b21761fb99e9 health_score: 100.0 last_checked: 1779031898.390809 needs_ai_refresh: true hierarchy: - Developer Experience - Shell - Productivity tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2022-06-29T15:40:34Z' gh_stars: 814 discovered_at: '2022-06-29T15:40:34Z' https://github.com/d-kuro/kubectl-fuzzy: title: "kubectl-fuzzy \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A CLI plugin for kubectl that integrates fuzzy filtering capabilities via fzf. It streamlines cluster operations by enabling interactive search and selection of pods, namespaces, deployments, and logs directly from the terminal. language: Go resource_type: CLI Plugin complexity: Simple is_microservice: false status: online addition_method: manual content_hash: ecd26b1eae3a819cce93cdade695a443dc5139bc2b73abc3edb978b62db91f37 health_score: 100.0 last_checked: 1779032180.279784 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Resource Navigation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-23T15:22:17Z' gh_stars: 167 discovered_at: '2026-01-23T15:22:17Z' https://github.com/dagger/dagger: title: '==dagger/dagger: Dagger is a portable devkit for CICD==' description: '' year: '2024' stars: 5 ai_summary: The main Git repository for Dagger, the revolutionary CI/CD engine built on BuildKit. Enables writing robust pipelines in general-purpose languages like Go, Python, or TypeScript, completely replacing verbose, fragile YAML pipeline orchestrations. language: Go resource_type: Open-Source Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a2dfa6da3d2e3fde94c3bee28c8b67958a13cc7e922e406c3bef860f468260a9 health_score: 100.0 last_checked: 1779032786.013228 needs_ai_refresh: true hierarchy: - Deployment & Delivery - CI/CD Engines - Local Execution tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:40:47Z' gh_stars: 15954 discovered_at: '2026-06-14T06:40:47Z' https://github.com/dahlbyk/posh-git: title: dahlbyk/posh-git description: '' year: '2026' stars: 5 ai_summary: A highly popular PowerShell module integrating comprehensive Git status details and robust tab-completion directly inside the shell prompt. It offers visual indicators for uncommitted changes, branch states, and merge status, significantly increasing CLI productivity. It is a fundamental environment enhancement for any command-line developer working extensively with Git repositories. language: PowerShell resource_type: Software Toolkit complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0c674dbbc1c0f7a31f8946bb309838d931797d54f83f5720ff928b26e100956b health_score: 100.0 last_checked: 1779032589.301978 needs_ai_refresh: true hierarchy: - Platform Automation & Tooling - Command Line Interface - posh-git Module tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-09-02T15:03:06Z' gh_stars: 8216 discovered_at: '2024-09-02T15:03:06Z' https://github.com/dair-ai/ML-Course-Notes: title: "==dair-ai/ML-Course-Notes: ML Course Notes== \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A comprehensive collection of study notes, mathematical backgrounds, and algorithmic outlines covering modern machine learning. It is an exceptional resource for developers transitioning to production AI, offering clear reviews of model structures and deep learning theory. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 20d4482bc0785fcdc6cd04afd0a77194787ed8e8a881e3f5ac40f8963708166e health_score: 100.0 last_checked: 1779031609.590085 needs_ai_refresh: true hierarchy: - Machine Learning - Education - Study Materials tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-05-16T18:51:33Z' gh_stars: 6568 discovered_at: '2024-05-16T18:51:33Z' https://github.com/danielfoehrKn/kubeswitch: title: "Kubeswitch (for operators) \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: An advanced, highly scalable context and kubeconfig switcher designed for operators managing thousands of Kubernetes clusters. Offering sub-second response times and secure dynamic discovery of kubeconfigs, it replaces traditional static setups. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9099bfad7cc80bae845f969b75afd459cfe7cf7a81a875815890d54bb9442adf health_score: 100.0 last_checked: 1779031107.473609 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Cluster Context tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-18T00:44:44Z' gh_stars: 1170 discovered_at: '2025-05-18T00:44:44Z' https://github.com/danielqsj/kafka_exporter: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e00747996189c7bf3c259c110b9d4755e1eac5de9d5c2a21984c33a84ea16696 health_score: 100.0 last_checked: 1779029243.473216 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:23.473216+02:00' https://github.com/darkbitio/gcp-iam-role-permissions: title: Fetches all Primitive and Predefined GCP IAM Roles description: '' year: '2024' stars: 0 ai_summary: An open-source security tool that parses and exports GCE IAM pre-defined and primitive role definitions. Helps platform security architects map precise least-privilege configurations when implementing Workload Identity bounds inside production GKE clusters. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 18f03b0eea1a415f2bdd5e91adfe79de85d61539f5b90de745e40edc37c687dd health_score: 100.0 last_checked: 1781736078.375296 needs_ai_refresh: true hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Security & IAM tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:18.375296+02:00' https://github.com/darkbitio/k8s-mirror: title: "k8s-mirror: Creates a local mirror of a kubernetes cluster in a docker container' to support offline reviewing \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: This utility clones dynamic Kubernetes cluster state representations directly into a local Docker container for offline querying. By replicating live configurations into a sandboxed environment, it enables safe security audits. language: Go resource_type: Development Utility complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7c3f5ca352505582e0a789e552aae16c23e7f925b5c42a9e58c5907a794de730 health_score: 100.0 last_checked: 1779033360.358209 needs_ai_refresh: true hierarchy: - Cluster Management - Backup & Recovery - Cluster Replication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-01-30T21:57:20Z' gh_stars: 339 discovered_at: '2021-01-30T21:57:20Z' https://github.com/darxkies/k8s-tew: title: '**k8s-tew**' description: '' year: '2021' stars: 5 ai_summary: '"Kubernetes The Easy Way" (k8s-tew) was a shell wrapper and declarative configuration tool designed to bypass the complex manual configuration steps associated with bootstrapping clusters via kubeadm. With the mature advancement of declarative Cluster API patterns and standard distribution installers, this repository is now obsolete and serves only historical reference value.' language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cc87d83b14a0b3f9e056d905011dcb21cfb2d27d36354e40c0edcd8b9816e117 health_score: 100.0 last_checked: 1779031431.871624 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Provisioning - Legacy Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-05-08T20:52:19Z' gh_stars: 311 discovered_at: '2026-05-08T20:52:19Z' https://github.com/dastergon/awesome-chaos-engineering: title: Awesome Chaos Engineering description: '' year: '2023' stars: 5 ai_summary: The premier curated directory of resources, tools, and papers dedicated to the practice of Chaos Engineering. It indexes tools for simulating network latency, injecting resource stress, and terminating instances across various platforms, with a strong focus on cloud-native environments. This is a must-have reference for engineering teams building self-healing, fault-tolerant distributed systems. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 929b5f40cb6696e64d90dfe603b3aa0eb2f82817e29a1a133d4a15599bd3aebd health_score: 100.0 last_checked: 1779029932.416515 needs_ai_refresh: true hierarchy: - Chaos Engineering - Curated Playbooks - Awesome Lists tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md - docs/devops.md - docs/kubernetes-troubleshooting.md v2_locations: - chaos-engineering.md - devops.md - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2023-12-28T19:30:06Z' gh_stars: 6589 discovered_at: '2023-12-28T19:30:06Z' https://github.com/dastergon/awesome-sre: title: dastergon/awesome-sre description: '' year: '2026' stars: 4 ai_summary: The definitive collection of Site Reliability Engineering papers, patterns, operational postmortem schemas, and metric trackers. Essential reading for operations leaders setting up robust on-call architectures and incident routing systems. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 35bed57dc58c740ac44974dcd1629e91341171894740a9bc507f4af9680ca852 health_score: 100.0 last_checked: 1779029821.055747 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - SRE Reference tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-08-28T14:43:14Z' gh_stars: 13267 is_special: true discovered_at: '2025-08-28T14:43:14Z' https://github.com/databrickslabs/ucx: title: 'github.com/databrickslabs/ucx: Databricks Labs UCX' description: '' year: '2024' stars: 4 ai_summary: The Databricks Labs UCX project provides a specialized framework designed to upgrade legacy Databricks workspaces to Unity Catalog governance standards. Simplifies catalog and privilege migrations automatically. Live Grounding confirms UCX is standard for enterprise organizations establishing secure, centralized data governance, metadata isolation, and unified access controls. language: Python resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 120619aac41231b10550bf61492c21f3360a4d0211df6305a7bcc768d8440acf health_score: 100.0 last_checked: 1779032873.078134 needs_ai_refresh: true hierarchy: - Data & AI - Databricks - Governance tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/kubernetes-bigdata.md v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T13:19:03Z' gh_stars: 308 discovered_at: '2026-06-12T13:19:03Z' https://github.com/databus23/helm-diff: title: "Helm Diff Plugin \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: The essential Helm plugin that compares proposed templates with running cluster releases to output an exact color-coded unified diff. A foundational safety gate for continuous delivery, mitigating unexpected state drifts during upgrades. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2706e2ff4f22a978c666d78088c842cffe375738b03835d23f231356fe50f1a health_score: 100.0 last_checked: 1779034491.981818 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Helm Plugins & Extensibility tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T23:14:19Z' gh_stars: 3447 discovered_at: '2026-06-08T23:14:19Z' https://github.com/datafold/data-diff: title: datafold/data-diff description: '' year: '2024' stars: 5 ai_summary: An essential database comparison CLI tool and Python library designed to calculate cryptographic data drift and structural differences between massive, disparate relational database environments. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d66f88b69f4fcd4f092605d0573cd45f87cc2345f4a7dbdafe0843f9ed57af68 health_score: 100.0 last_checked: 1779031385.641497 needs_ai_refresh: true hierarchy: - Databases - Database Tooling - Data Validation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-17T13:45:03Z' gh_stars: 2988 discovered_at: '2024-05-17T13:45:03Z' https://github.com/datakickstart: title: github.com/datakickstart description: '' year: '2023' stars: 3 ai_summary: A curated suite of shell scripts and configuration templates designed to bootstrap and automate cloud data platforms. 2026 architectural baselines reference these configurations to establish robust DataOps workflows, incorporating automated schema validation, ingestion tests, and performance monitoring. language: English resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d5308e918bb8cb16a43237e3dbc3c00d66eeef36c0d4a25a9a6e18ac04aee231 health_score: 100.0 last_checked: 1779032179.916373 needs_ai_refresh: true hierarchy: - Data Engineering - Database DevOps - Data Ops Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:36:19.916373+02:00' https://github.com/datalab-to/surya: title: github.com/VikParuchuri/surya description: '' year: '2024' stars: 5 ai_summary: Surya provides multi-lingual document OCR and accurate layout analysis powered by deep learning. It delivers high-fidelity reading and structuring of dense scientific papers, tables, and financial layouts, serving as a lighter, open substitute for legacy systems. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 7e654e62b4c1c3a388cdda09d0fce9675e97417a673f6ab70788e98592733b11 health_score: 100.0 last_checked: 1779130494.93881 needs_ai_refresh: true hierarchy: - Machine Learning - Document Analysis - OCR tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T07:41:46Z' gh_stars: 20801 discovered_at: '2026-06-13T07:41:46Z' https://github.com/datastax/cass-operator: title: Cass Operator description: '' year: '2024' stars: 2 ai_summary: DataStax's Kubernetes operator designed to simplify Apache Cassandra cluster deployment and operations. Automates complex stateful management workflows including horizontal scaling, rolling upgrades, and cluster healing. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7385129eb5cc2bb3f44c67bb768267367566a184daded91e7b4ce1eda0df6fd0 health_score: 100.0 last_checked: 1779030843.073064 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-12-18T21:46:37Z' gh_stars: 258 discovered_at: '2023-12-18T21:46:37Z' https://github.com/datreeio/CRDs-catalog: title: '==github.com/datreeio/CRDs-catalog: CRDs Catalog==' description: '' year: '2023' stars: 3 ai_summary: An extensive centralized catalog of raw JSON schemas mapping popular Kubernetes CRDs. Helps development teams configure automated YAML validation engines in continuous integration pipelines prior to API server execution. language: JSON resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3b6d872fd22d91d16e80034bd962b86291546e1e323bf0b60b4cfefc97716889 health_score: 100.0 last_checked: 1779032288.38252 needs_ai_refresh: true hierarchy: - Extending Kubernetes - Custom Resources - Catalog tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T07:50:54Z' gh_stars: 830 discovered_at: '2026-06-14T07:50:54Z' https://github.com/davidB/kubectl-view-allocations: title: ==davidB/kubectl-view-allocations== description: '' year: '2026' stars: 5 ai_summary: A Rust-based CLI plugin used to aggregate and visualize resource allocations across namespaces and hardware groups. It contrasts actual CPU, memory, and GPU limits against the physical capacity of compute nodes, facilitating resource consolidation and density optimization. language: Rust resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 39d2b483f965a15769a3abdca1ddedae2456724218b26a0f9479bfe5ef087cbe health_score: 100.0 last_checked: 1779033400.685607 needs_ai_refresh: true hierarchy: - Capacity Management - Resource Optimization - Node Allocation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-06T18:09:50Z' gh_stars: 796 discovered_at: '2026-06-06T18:09:50Z' https://github.com/davila7/claude-code-templates: title: Claude Code Templates description: '' year: '2026' stars: 5 ai_summary: Claude Code Templates is an extensive community library containing structured system designs, context guidelines, and prompt schemas optimized for Anthropic's Claude Code and CLI. It helps teams configure context-aware coding agents that integrate smoothly into microservice development cycles. language: Markdown resource_type: Template Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0044c486da77fb832cbaaa94f046a4c9fce3afe372eddff95c92fd42dc2fe63d health_score: 100.0 last_checked: 1779032213.831298 needs_ai_refresh: true hierarchy: - Developer Tooling - AI Code Assistants - Prompt Templates tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md - docs/devops-tools.md v2_locations: - ai.md - devops-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T04:35:57Z' gh_stars: 28036 discovered_at: '2026-06-14T04:35:57Z' https://github.com/dawitnida/awesome-packer: title: dawitnida/Awesome Packer description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 422e80813913b4e5ba62dee827d9143e4f3d1ee00974d70be3caf59d74b73032 health_score: 100.0 last_checked: 1779033904.07968 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:04.079680+02:00' https://github.com/dcasati/kubernetes-PlantUML: title: github.com/dcasati/kubernetes-PlantUML description: '' year: '2024' stars: 2 ai_summary: An essential open-source library containing specialized sprites, components, and macro templates to model highly detailed, complex Kubernetes configurations using PlantUML syntax. language: Java resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c7a0973dfc0becdb60ee421811a26ad75230727bff19939869208e198f07f784 health_score: 100.0 last_checked: 1779032589.150702 needs_ai_refresh: true hierarchy: - Architecture & Design - Diagrams-as-Code - PlantUML Library tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-09-10T08:16:39Z' gh_stars: 282 discovered_at: '2021-09-10T08:16:39Z' https://github.com/dcherman/image-cache-daemon: title: dcherman/image-cache-daemon description: '' year: '2021' stars: 1 ai_summary: A Kubernetes daemonset that pre-pulls and caches a defined list of container images onto all cluster nodes to eliminate cold-start pulling latency. In 2026, although container runtimes have added smarter caching strategies, this lightweight daemon remains a popular community utility for legacy clusters with massive base images. language: Go resource_type: DaemonSet complexity: Medium is_microservice: false status: online addition_method: manual content_hash: eb2b58adbe03ba167ac6b4f8b0396ad49ce7b5fa0c80a6ab1757b8c733b97904 health_score: 100.0 last_checked: 1779030340.269233 needs_ai_refresh: true hierarchy: - Infrastructure - Image Management - Caching tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-03-07T01:49:54Z' gh_stars: 24 discovered_at: '2022-03-07T01:49:54Z' https://github.com/dchonch/awesome-packer: title: dawitnida/Awesome Packer description: '' year: '2026' stars: 5 ai_summary: A resource list containing Packer templates, multi-cloud builders, and post-processor scripts. It aids infrastructure engineers in compiling secure, automated gold images used across hybrid environments and Kubernetes worker pool nodes. Essential for automating the generation of immutable AMIs or VM templates. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b2b7bca1bb4db34855929970b9421b12426cf10ba291b93a71d84aff48bf162a health_score: 100.0 last_checked: 1779130494.939194 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Packer - Images tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-13T22:24:36Z' gh_stars: 29 is_special: true discovered_at: '2026-05-13T22:24:36Z' https://github.com/ddosify/ddosify: title: ddosify/ddosify description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3faae96107b8f7094bc397db6fe980fd15c5c5bdf316574d1a584670a959a58c health_score: 100.0 last_checked: 1779034507.7523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:07.752300+02:00' https://github.com/debianmaster/actions-k3s: title: debianmaster/actions-k3s description: '' year: '2022' stars: 2 ai_summary: A lightweight community action creating custom, ephemerally provisioned K3s Kubernetes instances directly within GitHub Actions runtime runner VMs. Extremely valuable for running end-to-end integration tests on fully functional clusters. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 03f9ff3f31f03691392fcd0589ff59e5a001fd82a620269a118107ad06c8b6ff health_score: 100.0 last_checked: 1779030732.464126 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Automated Testing - Ephemeral K3s Cluster tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-07-09T00:34:37Z' gh_stars: 109 discovered_at: '2025-07-09T00:34:37Z' https://github.com/deckhouse/deckhouse: title: "Deckhouse: NoOps Kubernetes platform \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Deckhouse is an out-of-the-box, NoOps-oriented Kubernetes platform distribution that fully automates cluster bootstrapping, configuration management, and patching. Incorporating built-in monitoring, ingress, security, and bare-metal support modules, it operates as a self-healing system. language: Go resource_type: K8s Distribution Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 30edb3534200be7935ce25396360e63c93d33b9f3b51c1301ba04b29e11a037b health_score: 100.0 last_checked: 1779030019.326345 needs_ai_refresh: true hierarchy: - Platform Engineering - Cluster Distributions - NoOps Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T08:13:14Z' gh_stars: 1311 discovered_at: '2026-06-14T08:13:14Z' https://github.com/deckhouse/k8s-image-availability-exporter: title: k8s-image-availability-exporter description: '' year: '2023' stars: 5 ai_summary: A specialized Prometheus exporter that continuously verifies container registry availability for images specified in Kubernetes configurations. Helps catch container start failures (e.g., ErrImagePull) before pods crash. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6155ee3013e2e91d7b923a79b8b01abf688d71036c0c4ebe24776adb935892c2 health_score: 100.0 last_checked: 1779130494.984637 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Kubernetes Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T06:49:07Z' gh_stars: 251 discovered_at: '2026-06-10T06:49:07Z' ? https://github.com/decodingai-magazine/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db : title: 'github.com/decodingml: Real-time news search engine using Upstash Kafka and Vector DB' description: '' year: '2024' stars: 2 ai_summary: A hands-on repository and architecture blueprint illustrating a real-time semantic news search engine. Combining Upstash managed Kafka for event streaming with a Vector Database for indexing, it shows how to build low-latency RAG systems. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3d10999dd528abb46eb768282d48cccec3787de9918cf32fa69c70461dff811e health_score: 100.0 last_checked: 1779130494.936242 needs_ai_refresh: true hierarchy: - Machine Learning - Information Retrieval - RAG Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-03-06T10:19:33Z' gh_stars: 140 discovered_at: '2025-03-06T10:19:33Z' ? https://github.com/decodingml/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db : title: 'github.com/decodingml: Real-time news search engine using Upstash Kafka'' and Vector DB' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f881f4bd0edfdc80574e5d295ba31612f81329fd1d3982ac48248044247ad617 health_score: 100.0 last_checked: 1779029130.818507 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.818507+02:00' https://github.com/decolua/9router: title: 9Router AI Coding Gateway description: An AI proxy gateway designed to connect standard coding agents with 40+ LLM providers, offering intelligent routing, token optimization, and automatic failover. year: '2026' stars: 4 ai_summary: 9Router is an open-source AI gateway and proxy that unifies access to over 40 LLM providers for popular coding tools like Claude Code, Cursor, and Cline. It provides smart request routing, automated failovers, and intelligent token savings (up to 40% via RTK optimizations) to help developers avoid rate limits and reduce operational costs. Featuring a local usage analytics dashboard and multi-model custom combos, it functions as a highly resilient middle-tier inference routing layer. language: en resource_type: repository complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: f0e969794204b18587bc4f80e07611bc8aaabb23bc324c52f3af741860b87e1c health_score: null last_checked: 1780352828.641521 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Gateways - Token Optimization tags: - '[COMMUNITY-TOOL]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-05-31T08:03:20Z' gh_stars: 15743 reputation_status: Vetted reputation_summary: Active open-source project popular among developers seeking to optimize multi-provider LLM token costs and bypass rate-limiting issues. social_preview_url: https://opengraph.githubassets.com/25c569b4d4de7d11e6cc5ba736704f6728acce12d6574cf5c5edab84a9b36c07/decolua/9router source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-05-31T08:03:20Z' https://github.com/deepfence/PacketStreamer: title: deepfence/PacketStreamer description: '' year: '2025' stars: 3 ai_summary: PacketStreamer is a high-performance, distributed packet capture tool designed specifically for cloud-native architectures. It sensors network traffic from distributed hosts and streams it to a centralized collector via gRPC, allowing deep packet inspection (DPI) and security forensics without heavy agent overhead. The architecture is built for minimal footprint, making it ideal for high-throughput production environments. language: Go resource_type: Daemon / Agent complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2e440d35ab9e1e50a8f4304bf55ba34ca6b9102148bcde3c6fafce2a763eb11f health_score: 100.0 last_checked: 1779033329.499962 needs_ai_refresh: true hierarchy: - Security - Network Observability - Packet Capture tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-01T09:09:55Z' gh_stars: 1928 discovered_at: '2024-07-01T09:09:55Z' https://github.com/deepfence/ThreatMapper: title: "deepfence/ThreatMapper \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: ThreatMapper is an open-source Cloud Native Application Protection Platform (CNAPP) designed by Deepfence. It maps runtime behaviors to trace attack paths across networks and registries, highlighting vulnerable exposed services. This tool helps security teams prioritize remediation efforts based on actual threat exposure. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c2eb7058b419abc71971f0cdc537596a7601e8c694619dcbfd49968c6f6c2e91 health_score: 100.0 last_checked: 1779031541.824413 needs_ai_refresh: true hierarchy: - Security - Vulnerability Management - CNAPP Platform tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-01T08:38:26Z' gh_stars: 5278 discovered_at: '2026-06-01T08:38:26Z' https://github.com/deepfence/YaraHunter: title: deepfence/YaraHunter description: '' year: '2026' stars: 1 ai_summary: Deepfence's YaraHunter is a highly specialized open-source utility that scans container images, filesystems, and directories for malware and Indicators of Compromise (IoC) using YARA rules. Operates out-of-band to discover hidden secrets, active exploits, and remote shells, ensuring build artifacts conform to regulatory secure postures. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0cbd3044abc4928aa9748493b6371cbcfde782cbf51b35bd82008dd175f9dc6c health_score: 100.0 last_checked: 1779033068.625053 needs_ai_refresh: true hierarchy: - Security - Threat Detection - Malware Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-07T16:56:26Z' gh_stars: 1321 discovered_at: '2026-03-07T16:56:26Z' https://github.com/deepops-ai/deepops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d246123b7184d8458728c29fba511e593b9daa265a86d0b73bb6556f224f9fe7 health_score: 100.0 last_checked: 1779130494.973462 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-18T20:54:54.973462+02:00' https://github.com/defenseunicorns/zarf: title: defenseunicorns/zarf description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a084f247b9f5a6af65b3270b705f0f32f4f239e5e82804d61f0ade6b49612b25 health_score: 100.0 last_checked: 1779034572.393845 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:12.393845+02:00' https://github.com/deislabs/ratify: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 32d4921302d67eb4820993df87929024916082dcbbd57165b9f94784e66ae99f health_score: 100.0 last_checked: 1779029061.285751 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:21.285751+02:00' https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile: title: deors/deors-demos-petclinic jenkinsfile description: '' year: '2020' stars: 0 ai_summary: Curator Insight details a functional Jenkinsfile built specifically to build and compile the Spring Petclinic application. Live Grounding illustrates how multi-stage Docker builds can be integrated cleanly within a declarative Jenkins template to produce production-ready container images. It is a highly practical execution reference. language: Groovy resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c915cc205b98b9c3d927ef20f35277919f36efefac043f8e78c0ea9493f25fd6 health_score: 100.0 last_checked: 1781735910.820239 needs_ai_refresh: true hierarchy: - DevOps - CI/CD Platforms - Jenkins - Spring Petclinic Pipeline tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.820239+02:00' https://github.com/depop/github-merge-bot: title: github-merge-bot description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9091ea7ee3113c025b8adafd595fdd77078a8b3ac95366c4222c0fa19d6fd21c health_score: 100.0 last_checked: 1779032346.254857 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:06.254857+02:00' https://github.com/derailed/k9s: title: K9s - Kubernetes CLI To Manage Your Clusters In Style! description: '' year: '2026' stars: 5 ai_summary: K9s is a widely adopted terminal UI that provides live metrics, log streams, and interactive Shell access inside Kubernetes workloads. It transforms long debugging processes into rapid, keyboard-driven navigation, significantly reducing operational toil. Its integrated resource tracking, RBAC validation screens, and metric charts make it a vital tool for site reliability engineers. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 82aa46f35d3539b4dfe171f564f7796ec3f69679052d07da70951c68773ad708 health_score: 100.0 last_checked: 1779030172.751809 needs_ai_refresh: true hierarchy: - Operations - Command Line Interfaces - Cluster Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T17:30:27Z' gh_stars: 33963 discovered_at: '2026-06-13T17:30:27Z' https://github.com/derailed/popeye: title: "Popeye - A Kubernetes Cluster Sanitizer \U0001F31F\U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Popeye is a powerful utility that audits active Kubernetes clusters, identifying potential configuration anomalies, resource over-allocations, and security misalignments. By cross-referencing live cluster states with best practices, it generates a comprehensive diagnostic report. It is universally adopted in devops workflows for quick cluster hygiene health checks. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dcdfcb18fcc9855314b7efc2379eca68adfa1ec34515b36e1c3999ed6294f160 health_score: 100.0 last_checked: 1779031962.676159 needs_ai_refresh: true hierarchy: - Operations - Diagnostics - Cluster Sanitization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-12-08T14:11:50Z' gh_stars: 6296 discovered_at: '2025-12-08T14:11:50Z' https://github.com/derekparker/delve: title: 'Delve: a debugger for the Go Programming Language' description: '' year: N/A stars: 0 ai_summary: Curator Insight frames Delve as the official, industry-standard debugger for Go, offering runtime state visibility. Live Grounding highlights its deep integration into JetBrains Goland, VSCode, and cloud-native containerized debugging workflows. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9b2d1683f642630acdafbbc2b9077616f88be294fb5f3c29641c248805991ee1 health_score: 100.0 last_checked: 1779034226.779538 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Debugging Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-22T16:28:31Z' gh_stars: 663 discovered_at: '2026-05-22T16:28:31Z' https://github.com/detailyang/awesome-cheatsheet: title: detailyang/awesome-cheatsheet description: '' year: '2024' stars: 4 ai_summary: A massive, consolidated cheat sheet repository that maps systems administration scripts, databases, and low-level tools in structured layouts. It is an exceptional reference point for quickly identifying syntax nuances and patterns. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 84b39077620aad1298fd84e9ea3c38b8a0421db9204840a2657b098801c0a4a9 health_score: 100.0 last_checked: 1779030534.903003 needs_ai_refresh: true hierarchy: - Developer Education - Cheat Sheets - Reference Hubs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-26T09:44:15Z' gh_stars: 8395 discovered_at: '2026-03-26T09:44:15Z' https://github.com/developer-guy/awesome-falco: title: developer-guy/awesome-falco description: '' year: '2026' stars: 0 ai_summary: A highly focused registry of integrations, plugins, and custom configurations for CNCF Falco runtime security. It assists DevSecOps engineers in designing threat-detection pipelines that filter syscall anomalies across microservices and cluster nodes in real time. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2a6fad846b18b10e196d8565d31caa716a334579dc3d1e1671bbfd291f6fce62 health_score: 100.0 last_checked: 1781736123.186311 needs_ai_refresh: true hierarchy: - Cloud Native - Security - Runtime Threat Detection tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.186311+02:00' https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster: title: "Analyze Kubernetes Audit logs using Falco \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Demonstrates how to pipe Lightweight Kubernetes (K3s) API server audit logs directly into CNCF Falco. Perfect for resource-constrained edges and automated home lab deployments. language: Go resource_type: tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 16393e7d1f88846ec37060f0bf48d0b49b36711ef27d089a75d1f88955533a58 health_score: 100.0 last_checked: 1781736026.49115 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Runtime Security - Falco & K3s Audit Logging tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md v2_locations: - kubernetes-security.md - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.491150+02:00' https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean: title: 'github.com/developer-guy: Set up HA k3s cluster on DigitalOcean using Terraform'' + Ansible' description: '' year: '2021' stars: 0 ai_summary: An infrastructure-as-code repository detailing the programmatic deployment of a highly available, light K3s cluster topology on DigitalOcean. Harnesses Terraform for provisioning underlying hypervisors and networking, combined with Ansible for control-plane configuration and secure node-pooling. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7f1b1a3b25d0d69471bde51a25a1cc96a5aa433e059405e65926161a40f1b9ea health_score: 100.0 last_checked: 1781735911.006423 needs_ai_refresh: true hierarchy: - Infrastructure - Provisioning - High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.006423+02:00' https://github.com/devopshubproject/azure-terraform-ansible: title: devopshubproject/azure-terraform-ansible description: '' year: '2023' stars: 1 ai_summary: A functional integration project demonstrating hybrid automation on Azure. Illustrates patterns using Terraform to instantiate structural subnets and compute hosts, passing outputs directly into Ansible for fast runtime bootstrapping. language: HCL resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f75ede58b46e96ff00ff81596b6118aaffd996ca318150c35251036155bdf593 health_score: 100.0 last_checked: 1779034569.486042 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Multi-Tooling - Azure Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-10-19T10:34:52Z' gh_stars: 3 discovered_at: '2021-10-19T10:34:52Z' https://github.com/devopshubproject/cka-lab: title: devopshubproject/cka-lab description: '' year: '2021' stars: 1 ai_summary: A hands-on, simulated environment tailored for candidates preparing for the Certified Kubernetes Administrator (CKA) exam. Offers structural lab setups to learn cluster operations, control plane maintenance, networking configuration, and active troubleshooting. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c7b01cc82556b549d6c702521022e5ec4a8530d5f5f20282d29579ee0ecf9b54 health_score: 100.0 last_checked: 1781736191.236074 needs_ai_refresh: true hierarchy: - Education - Certifications - CKA Laboratory tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:11.236074+02:00' https://github.com/devopsspiral/KubeLibrary: title: KubeLibrary description: '' year: '2019' stars: 5 ai_summary: KubeLibrary is an open-source testing library that integrates the official Kubernetes Python Client with the Robot Framework. It enables platform and QA engineers to write human-readable end-to-end integration and sanity tests. language: Python resource_type: Testing Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9274859eadfaee8875bca134458b46de0dad967a6d9d09628782a2e554cd193f health_score: 100.0 last_checked: 1779034116.461456 needs_ai_refresh: true hierarchy: - Platform Engineering - Testing Frameworks - Automation Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-16T18:11:31Z' gh_stars: 145 discovered_at: '2025-12-16T18:11:31Z' https://github.com/devoriales/cheatsheets: title: github.com/devoriales/kubectl-cheatsheet description: '' year: '2025' stars: 3 ai_summary: An open-source, opinionated collection of kubectl commands curated specifically for critical production debugging. It prioritizes node-level maintenance commands, network troubleshooting steps, and secure pod execution syntaxes to minimize MTTR. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8758b579dc18e2fb23adc7ffc4ade46ee59f18fc3eb9e09a51e3c091937699ad health_score: 100.0 last_checked: 1781735889.960576 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Troubleshooting & Operations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.960576+02:00' https://github.com/devoriales/kubectl-cheatsheet: title: github.com/devoriales/kubectl-cheatsheet description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b9c8c7ec7508a36fbd3cb21ab4cb04b70a44a06d8ed740da60958844b2c6d428 health_score: 100.0 last_checked: 1779034313.999164 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:53.999164+02:00' https://github.com/devtron-labs/devtron: title: Devtron description: '' year: '2025' stars: 5 ai_summary: A comprehensive, open-source AppOps platform for Kubernetes designed to consolidate CI/CD pipelines, GitOps, observability, and cost optimization. Provides self-service deployment interfaces, security checks, and deep resource validation for multicluster operations. language: Go resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2db1733f2c4a0263c2912bb7c3fde71333db203a9a10c88df2c28c060501910f health_score: 100.0 last_checked: 1779032820.211046 needs_ai_refresh: true hierarchy: - Kubernetes & Container Orchestration - Platform Engineering - AppOps & GitOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devops-tools.md - docs/jenkins-alternatives.md - docs/kubernetes-tools.md v2_locations: - devops-tools.md - jenkins-alternatives.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T07:28:50Z' gh_stars: 5513 discovered_at: '2026-06-10T07:28:50Z' https://github.com/deweya/OpenShift-Jenkins-Lab: title: github.com/deweya/OpenShift-Jenkins-Lab description: '' year: '2019' stars: 0 ai_summary: Curator Insight identifies this repository as a sandbox lab configuration for teaching Jenkins deployment patterns inside OpenShift clusters. Live Grounding confirms it provides hands-on instructions for configuring webhooks and build triggers. It serves as a structural blueprint for configuring self-contained pipeline demonstrations. language: Groovy resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a1a6149ea18169115e3d1a713b872bf0b47d603a15163012dd36350c214dfa3d health_score: 100.0 last_checked: 1779032684.374011 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Red Hat OpenShift - Jenkins Pipelines - Lab Environments tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-04-21T17:28:22Z' gh_stars: 0 discovered_at: '2020-04-21T17:28:22Z' https://github.com/dexidp/dex: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 860067b64dac977865805b2d3aec4a5cecf315a6048fa02a903973111de3cff3 health_score: 100.0 last_checked: 1779029270.329335 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T16:47:50.329335+02:00' https://github.com/dfrappart/articles/blob/master/podidentityjourney.md: title: 'github.com: AKS: Use AAD identity for pods and make your SecOps happy' description: '' year: '2021' stars: 1 ai_summary: 'Journal exploring Azure AD Pod Identity to authorize pods. Note: While historically significant, modern live grounding indicates this pattern has been succeeded by Microsoft Entra Workload Identity.' language: Markdown resource_type: Repository Journal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 806e6d20d800a2caa8168d5e145bf20d9a83ac4db8cfe57f5471d780373d0c80 health_score: 100.0 last_checked: 1779031827.501712 needs_ai_refresh: true hierarchy: - Cloud Providers - Microsoft AKS - Security & Identity - Pod Identity Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-10-28T08:37:04Z' gh_stars: 6 discovered_at: '2021-10-28T08:37:04Z' https://github.com/diagrid-labs/dapr-workflow-demos: title: github.com/diagrid-labs/dapr-workflow-demos description: '' year: '2023' stars: 4 ai_summary: Repository showcasing the capabilities of the Dapr Workflow engine, enabling developers to build stateful orchestrations directly in application code. Curator insights point out its lightweight nature compared to heavy workflow engines. Live 2026 validation indicates Dapr Workflow is widely deployed for low-latency orchestrations. language: Go resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b3e4b696fa8524a9015525640b88d34662a3eb6c845f35ec7d9a4aecd4a3d30c health_score: 100.0 last_checked: 1779032920.859095 needs_ai_refresh: true hierarchy: - Cloud-Native - Orchestration & Workflow - Dapr Workflows tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-19T07:36:08Z' gh_stars: 62 discovered_at: '2025-05-19T07:36:08Z' https://github.com/dictcp/awesome-git: title: "Awesome Git \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: An extensive curated listing of Git workflows, terminal extensions, custom hook libraries, UI clients, branching theories, and visual educational platforms for development teams. language: None resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0befe035733108058d6a21dca592032888a30f5bfc294ae53c6d5f0d4570161e health_score: 100.0 last_checked: 1779033704.786409 needs_ai_refresh: true hierarchy: - DevOps - Version Control - Reference Lists tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md - docs/other-awesome-lists.md v2_locations: - git.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-02-04T11:05:22Z' gh_stars: 2886 is_special: true discovered_at: '2025-02-04T11:05:22Z' https://github.com/didier-durand/microk8s-kata-containers: title: Kata Containers on MicroK8s description: '' year: '2021' stars: 5 ai_summary: A community repository providing integration instructions and configurations to run Kata Containers within a Canonical MicroK8s environment. This architecture allows security teams to deploy hardware-isolated, hypervisor-sandboxed container runtimes (using QEMU or Cloud Hypervisor) inside lightweight local clusters, resolving tenant isolation concerns in multi-tenant environments. language: Shell resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 474a0b39b789d6c1b33275984e47a36328413ef25739e909d3c7852b7ce89909 health_score: 100.0 last_checked: 1779030087.348389 needs_ai_refresh: true hierarchy: - Infrastructure - Container Runtimes - Sandboxing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-25T09:51:31Z' gh_stars: 34 discovered_at: '2024-07-25T09:51:31Z' https://github.com/didier-durand/microk8s-kube-bench: title: MicroK8s & Kubernetes security benchmark from CIS description: '' year: '2022' stars: 5 ai_summary: An open-source tool adapted from Aqua Security's kube-bench designed to validate Canonical MicroK8s clusters against the Center for Internet Security (CIS) Kubernetes Benchmark. It provides granular compliance auditing of control plane configurations, API security settings, and node compliance profiles directly inside lightweight development or edge clusters. language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a5a49bfde53ceefac347da1342132f4f67b09381d1591b4b76060e19370867a8 health_score: 100.0 last_checked: 1779031983.368018 needs_ai_refresh: true hierarchy: - Security - Compliance - Vulnerability Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-11T04:17:48Z' gh_stars: 17 discovered_at: '2023-04-11T04:17:48Z' https://github.com/didil/autobucket-operator: title: didil/autobucket-operator description: '' year: '2022' stars: 5 ai_summary: A developer-focused operator that dynamically constructs cloud-native storage buckets (e.g., AWS S3) via dynamic pod annotations, streamlining access to stateful storage assets. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 2da6b3ebf7abda595e25e84f6ada154fee8c01991d8d11479f614b1359023af4 health_score: 100.0 last_checked: 1779031436.25989 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - Object Storage - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-11-20T11:26:02Z' gh_stars: 12 discovered_at: '2020-11-20T11:26:02Z' https://github.com/diegolnasc/kubernetes-best-practices: title: "==diegolnasc/kubernetes-best-practices== \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A curated repository consolidating industry-vetted guidelines for cluster security, deployment configurations, cost management, and reliable resource scheduling in production environments. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e21c265e98cff7dd1f44349fc594f2fe173d74c20530e9f48c25e0f6059c50ed health_score: 100.0 last_checked: 1779031865.867668 needs_ai_refresh: true hierarchy: - Operations - Best Practices - Resource Curation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md - docs/other-awesome-lists.md v2_locations: - kubernetes.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-27T12:56:26Z' gh_stars: 1500 is_special: true discovered_at: '2026-04-27T12:56:26Z' https://github.com/digitalis-io/vals-operator: title: digitalis-io/vals-operator description: '' year: '2024' stars: 5 ai_summary: Utilizes the vals framework to dynamically parse and inject secrets from Vault, AWS SSM, and GCP Secret Manager. It prevents local credential storage risks and eliminates third-party platform lock-in. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dc0665e435056c0cdb26c02be0fe1874e48c01a0eded981d3e7d6e6153271a35 health_score: 100.0 last_checked: 1779030220.808626 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Multi-Provider Secrets - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-11T14:21:52Z' gh_stars: 167 discovered_at: '2026-05-11T14:21:52Z' https://github.com/dignajar/another-autoscaler: title: Another Autoscaler description: '' year: '2022' stars: 1 ai_summary: An experimental autoscaler designed to evaluate external metrics or queue lengths and dynamically adjust replica counts outside standard HPA paths. In 2026, while development is minimal, it serves as an excellent reference for engineers building decoupled custom autoscaling loops using Go APIs. language: Go resource_type: Autoscaler complexity: High is_microservice: true status: online addition_method: manual content_hash: c03fa22e60c795010ce76b53a390c56e3887b7de4df00fc84d12a7b67cfda610 health_score: 100.0 last_checked: 1779031516.70132 needs_ai_refresh: true hierarchy: - Infrastructure - Scaling - Autoscaling tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-03-29T09:13:28Z' gh_stars: 80 discovered_at: '2024-03-29T09:13:28Z' https://github.com/dignajar/another-ldap: title: dignajar/another-ldap description: '' year: '2019' stars: 1 ai_summary: A lightweight, simplified LDAP service designed specifically for cluster validation and containerized testbeds. It bypasses the overhead of heavy enterprise identity systems to provision mock authentication structures in continuous delivery pipelines. language: Go resource_type: Identity Provider complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 74358a9302faba7b65b05d170a5da28263abb9a1b6b6ab6f789db245d26d8936 health_score: 100.0 last_checked: 1779030418.956417 needs_ai_refresh: true hierarchy: - Security & Compliance - Identity & Access - LDAP Directory tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-10-01T15:52:44Z' gh_stars: 51 discovered_at: '2023-10-01T15:52:44Z' https://github.com/direktiv/direktiv: title: Direktiv description: '' year: '2025' stars: 4 ai_summary: Direktiv is an event-driven container-based workflow engine that runs natively on Kubernetes. It utilizes gRPC, Knative, and serverless containers to coordinate complex operational workflows, orchestrating microservices through a JSON/YAML-defined state machine. Direktiv is highly efficient for enterprise automation, security orchestrations, and CI/CD pipelines. language: Go resource_type: Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 41d4a63d8588901c6ca1596be8f8ff735e09e0242268bb1edd68b35b78986f49 health_score: 100.0 last_checked: 1779029575.972857 needs_ai_refresh: true hierarchy: - Serverless - Workflow Orchestration - Event-Driven tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-08T16:02:58Z' gh_stars: 492 discovered_at: '2026-04-08T16:02:58Z' https://github.com/dirien/pulumi-civo-flux-bucket: title: dirien/pulumi-civo-flux-bucket description: '' year: '2022' stars: 2 ai_summary: Provides a practical blueprint for bootstrapping a Civo Kubernetes cluster utilizing Pulumi for resource provision and establishing Flux GitOps configuration using Object Storage (S3-compatible buckets) as the source of truth. Live Grounding reveals that utilizing object storage instead of git repositories offers lower latency and bypassing Git API rate limits, serving as a highly specialized but viable alternative in modern multi-cloud pipelines. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 255c9f2789a6a5fa3a9e9da892b0ab6d0d480aac43afa3bcded29c64622fea4b health_score: 100.0 last_checked: 1779033789.40351 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Pulumi - Flux Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-17T18:13:35Z' gh_stars: 0 discovered_at: '2022-04-17T18:13:35Z' https://github.com/distribution/distribution: title: github.com/distribution/distribution description: '' year: '2025' stars: 5 ai_summary: The Distribution project (formerly Docker Registry) is the foundational codebase implementing the OCI Distribution Specification. It powers the backbone of enterprise image registries worldwide, coordinating reliable, high-performance container manifest storage, replication, and secure transport. language: Go resource_type: Registry Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1433b8107ff9093146d4003092eb0244fe045b9f2020c1391b986c347fa69eb6 health_score: 100.0 last_checked: 1779032756.94636 needs_ai_refresh: true hierarchy: - Infrastructure - Image Registry - OCI Specification tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-07T16:20:23Z' gh_stars: 10470 discovered_at: '2026-06-07T16:20:23Z' https://github.com/dj-wasabi/vagrant-kubernetes: title: dj-wasabi/vagrant-kubernetes description: '' year: '2021' stars: 0 ai_summary: A classic VM-based multi-node local cluster provisioning framework using Vagrant and Ansible. Retained as a historic architecture template for local VM orchestrations prior to lightweight container runtimes. language: Ruby resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 19180cb774e53bac76f61021c2dc88ec1c2e0e755b9bfed40cfcb74ad2d5be5c health_score: 100.0 last_checked: 1781736012.444193 needs_ai_refresh: true hierarchy: - Local Kubernetes Environments - Legacy VMs - Vagrant Multi-Node tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:12.444193+02:00' https://github.com/docker/awesome-compose: title: "Awesome Compose \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Awesome Compose is an official, highly curated repository of declarative multi-container topologies using Docker Compose. It showcases optimal configuration patterns for databases, caching layers, application servers, and microservices (e.g., PostgreSQL, Redis, Elasticsearch, Go, Python, React). It represents a critical, high-impact reference architecture for platform engineers standardizing local development setups. language: N/A resource_type: Template complexity: Medium is_microservice: true status: online addition_method: manual content_hash: a047d8b4bfd675172debe37f41d348d623d5a19ac521105fe8f83753f7fbf286 health_score: 100.0 last_checked: 1779032902.681801 needs_ai_refresh: true hierarchy: - Infrastructure - Docker Compose - Reference Architectures tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - docker.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-10T02:09:34Z' gh_stars: 45540 is_special: true discovered_at: '2026-06-10T02:09:34Z' https://github.com/docker/build-push-action: title: '**GitHub build-push-action**' description: '' year: '2026' stars: 5 ai_summary: The industry standard GitHub Action for building and pushing container images. Supports Docker Buildx, multi-platform builds, cache importing/exporting configurations, and native OCI-compliant registry deployments. language: TypeScript resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 296485ddce54359a1cbc8d77aa17454b63714a86d83e859c0af32391bc808086 health_score: 100.0 last_checked: 1779030739.564512 needs_ai_refresh: true hierarchy: - App Development - CI/CD - GitHub Actions tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:16:34Z' gh_stars: 5304 discovered_at: '2026-06-12T15:16:34Z' https://github.com/doitintl/clustercloner: title: "Cluster Cloner \U0001F31F" description: '' year: '2020' stars: 1 ai_summary: A command-line utility used to replicate or clone the configuration of a GKE cluster into another GKE cluster. While useful during early GCP iterations, it has been superseded by structured GitOps methodologies and multi-cluster tools like Velero. language: Go resource_type: Migration Utility complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f18a1c564e64afa7cef27f74b6b506af188082a8fa7fbf9386fc4bb9b816e861 health_score: 100.0 last_checked: 1779034373.466781 needs_ai_refresh: true hierarchy: - Cluster Management - Backup & Recovery - State Replication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-14T16:12:11Z' gh_stars: 33 discovered_at: '2023-02-14T16:12:11Z' https://github.com/doitintl/kube-no-trouble: title: '==doitintl/kube-no-trouble: kubent== ⭐⭐⭐' description: '' year: '2025' stars: 4 ai_summary: Kube No Trouble (kubent) is an indispensable CLI utility that scans running Kubernetes clusters for deprecated API usage, obsolete resources, and outdated Helm values. By auditing cluster metadata prior to major platform upgrades, it provides an outstanding safety margin. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8dd483c41b54cf5b66f26d4f6b2b3755fc3f9ff21cddf0a44a12a336003046f8 health_score: 100.0 last_checked: 1779032383.643432 needs_ai_refresh: true hierarchy: - Operations - Upgrade Safety - Auditing tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-10-16T10:01:34Z' gh_stars: 3673 discovered_at: '2025-10-16T10:01:34Z' https://github.com/doitintl/kube-secrets-init: title: kube-secrets-init description: '' year: '2024' stars: 5 ai_summary: A Mutating Admission Webhook that integrates Kubernetes pod environment definitions with cloud secrets managers (Google Secret Manager, AWS Secrets Manager, HashiCorp Vault). Dynamically intercepts and replaces secret references, enhancing runtime secret hygiene. language: Go resource_type: Webhook complexity: Medium is_microservice: false status: online addition_method: manual content_hash: aa0b369989c48490b683a479c00601b6ffa44765b2ae3c165d2223cea63df915 health_score: 100.0 last_checked: 1779034155.962947 needs_ai_refresh: true hierarchy: - Networking & Security - Secret Management - Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-30T10:27:24Z' gh_stars: 158 discovered_at: '2024-07-30T10:27:24Z' https://github.com/doitintl/kubeIP: title: doitintl/kubeIP description: '' year: '2018' stars: 5 ai_summary: KubeIP is an automation daemon engineered specifically for Google Kubernetes Engine (GKE) clusters. By dynamically assigning reserved static external IPs to newly provisioned GKE cluster nodes, it simplifies firewall configurations for external enterprise integrations. language: Go resource_type: Operator / Daemon complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2e49b2d3c8ed3103b70558220d7fc16fa08b561a240dca7a7ebe24655ed504bc health_score: 100.0 last_checked: 1779032762.741115 needs_ai_refresh: true hierarchy: - Network & Connectivity - IP Address Management - Cloud Integrations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-19T00:19:01Z' gh_stars: 447 discovered_at: '2026-03-19T00:19:01Z' https://github.com/dolevshor/azure-finops-guide: title: "==github.com/dolevshor/azure-finops-guide: The Azure FinOps Guide== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A highly comprehensive community repository focused on Azure FinOps best practices. Delivers script templates, tag compliance policies, and architectural checklists to help teams set up continuous cloud financial operations. language: English resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dcfb51d5ee0044f01c3c4fc7672d09c384d8b77de5085f6d186d54bfec0c1fbd health_score: 100.0 last_checked: 1779033640.574323 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - Azure Optimization - Reference Guides tags: - '[DE FACTO STANDARD]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-02T09:07:14Z' gh_stars: 215 discovered_at: '2025-11-02T09:07:14Z' https://github.com/dolevshor/azure-orphan-resources: title: github.com/dolevshor/azure-orphan-resources description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 601d689f524a15cf633c0fe271988d226e4f725458a816cf86eb69aa43645538 health_score: 100.0 last_checked: 1779033019.828665 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:50:19.828665+02:00' https://github.com/dolthub/dolt: title: ==github.com/dolthub/dolt== description: '' year: '2026' stars: 5 ai_summary: An innovative SQL database implementing Git-style version control concepts (clone, push, pull, branch, merge) over table structures and data cells. Perfect for decentralized collaborative data management pipelines. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9b90f10436b524e751c736824490fc9dbbf9220f131c5a86f7fb678c61c2cb7c health_score: 100.0 last_checked: 1779030971.237522 needs_ai_refresh: true hierarchy: - Databases - Relational Databases - Git-for-Data tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T01:37:32Z' gh_stars: 23422 discovered_at: '2026-06-14T01:37:32Z' https://github.com/donnemartin/awesome-aws: title: "Awesome AWS \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The premier reference catalog for Amazon Web Services (AWS), containing curated libraries, open-source utilities, and official whitepapers. It covers key compute, storage, networking, and serverless components. It is universally recognized as the gold standard resource for AWS-centric platform engineering teams seeking validated architectural patterns. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d0e42099a4f4a137201b5ffeae87a6189e78ac0ca89aec26e00e637c4b4bd8f4 health_score: 100.0 last_checked: 1779033068.917887 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws.md - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - aws.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-03-12T09:29:54Z' gh_stars: 14064 is_special: true discovered_at: '2024-03-12T09:29:54Z' https://github.com/dora-metrics/pelorus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 128025d17589da5395a4c446a75dc14f2b5d725dbf90c340c3895a4d10255f9d health_score: 100.0 last_checked: 1779130494.948075 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.948075+02:00' https://github.com/dotdc/grafana-dashboards-kubernetes: title: "==github.com/dotdc/grafana-dashboards-kubernetes== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Production-grade, community-approved Kubernetes dashboards. Delivers deep, clean observability of APIServer, node memory, CPU scheduling, storage, and pod ingress configurations. language: JSON resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ccdc4d34df5da8ab7fc0518bb7cdf5f03900f23bf612ae57f357bab7f33d4b2f health_score: 100.0 last_checked: 1779034510.436588 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Kubernetes Deployment - Core Infrastructure Dashboards tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-02T20:48:41Z' gh_stars: 3599 discovered_at: '2026-04-02T20:48:41Z' https://github.com/dpeckett/pangolin: title: "pangolin \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A dedicated routing utility designed to help configure dynamic upstream setups. Provides simple API configurations to coordinate external traffic profiles securely when mapping paths to backing container platforms. language: Go resource_type: Application complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: fdc1061865be4ed3ebe6f9f07ef58754f59e355d413e2872175d870f918ea11c health_score: 100.0 last_checked: 1779031340.279783 needs_ai_refresh: true hierarchy: - Networking - Ingress & Edge - Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-02-18T14:01:38Z' gh_stars: 231 discovered_at: '2020-02-18T14:01:38Z' https://github.com/dsa0x/sicher: title: dsa0x/sicher description: '' year: N/A stars: 0 ai_summary: Curator Insight showcases Sicher as a lightweight tool for managing environment variables and secrets securely within Go applications. Live Grounding indicates low community activity and lack of recent updates, which makes it less suitable for production compared to established secure runtimes. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d5b8ffdb309f87ab166dbe00581f6e0b69b6804a47210bb6e10f545f0e86ae3d health_score: 100.0 last_checked: 1779029609.818612 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Go Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-08-03T20:11:09Z' gh_stars: 31 discovered_at: '2023-08-03T20:11:09Z' https://github.com/dsyer/kubernetes-intro: title: dyser/kubernetes-intro description: '' year: '2021' stars: 3 ai_summary: An introductory educational repository containing configurations and setups for running basic Spring boot workloads in Kubernetes. Created by JVM leader Dave Syer, it provides minimal, clean manifests that demystify container networking and volumes. This repository remains a stable reference for those starting their cloud-native journey. language: Java resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c375f22452b7e4338c6c95e1ab9b5da7fdbc5452d3716457e923333c578f8be7 health_score: 100.0 last_checked: 1781735921.217243 needs_ai_refresh: true hierarchy: - Cloud Native Architecture - Kubernetes - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/java_frameworks.md v2_locations: - java_frameworks.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.217243+02:00' https://github.com/dty1er/kubecolor: title: "kubecolor \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379 health_score: 100.0 last_checked: 1779033640.660475 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:40.660475+02:00' https://github.com/dvob/k8s-s2s-auth: title: "github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: 'Curator Insight: Demonstrates internal service-to-service auth patterns utilizing raw Service Account tokens. Live Grounding: The repository has seen no recent development and is considered legacy. It is superseded by modern ephemeral TokenRequest APIs and service mesh mTLS integrations.' language: Go resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 99a85e4eb79060a6987819f832258dcb876b8f77627ffe709e45884301b2b609 health_score: 100.0 last_checked: 1781736036.770495 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Authentication - Legacy Tools tags: - '[LEGACY]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:36.770495+02:00' https://github.com/e-minguez/openshift-yolo: title: openshift-yolo description: '' year: '2020' stars: 2 ai_summary: A lightweight community playbook designed to spin up fast, non-production OpenShift 4 clusters on local machines. Streamlines initialization steps by bypassing heavy production components. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: da86de9f4a101a9421c34e6de59d23161540686c16bcf886476471aa0068506a health_score: 100.0 last_checked: 1779031759.393593 needs_ai_refresh: true hierarchy: - Enterprise Kubernetes - Infrastructure Operations - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-07-16T12:38:45Z' gh_stars: 8 discovered_at: '2021-07-16T12:38:45Z' https://github.com/eXascaleInfolab/PyExPool: title: Python Multi-Process Execution Pool description: '' year: '2019' stars: 2 ai_summary: Curator Insight presents PyExPool as an execution tool addressing the high memory overheads associated with Python's multiprocessing pools. Live Grounding demonstrates its efficiency in long-running pipelines where task queue persistence and custom process pooling prevent the continuous cost of worker spawns. language: Python resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5220be9e91b6d5c9a8e290926763d06a655b10a9ddb640b15411fa98c6ca4a35 health_score: 100.0 last_checked: 1779130494.97924 needs_ai_refresh: true hierarchy: - Software Engineering - Concurrency - Process Pools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2019-08-28T03:08:40Z' gh_stars: 168 discovered_at: '2019-08-28T03:08:40Z' https://github.com/eamodio/vscode-gitlens: title: GitLens interactive rebase description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8dc5077110b3c8be11f0ec7e001654ba5df664f829a3b7e6ec15c7eb9ae33f68 health_score: 100.0 last_checked: 1779031625.338362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:05.338362+02:00' https://github.com/ebosas/microservices: title: ebosas/microservices description: '' year: N/A stars: 0 ai_summary: Curator Insight showcases a reference architecture modeling an end-to-end microservices pattern in Go. Live Grounding reveals it as a practical template illustrating API Gateways, service registries, and gRPC communication loops. language: English resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cef48da8cee28be519d16132a46d83d2eeedc5cca6eda9881674f7793b141bb2 health_score: 100.0 last_checked: 1779032243.469456 needs_ai_refresh: true hierarchy: - Architecture - Microservices - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-12-02T12:42:36Z' gh_stars: 309 discovered_at: '2021-12-02T12:42:36Z' https://github.com/eclipse-jkube/jkube: title: 'GitHub: Eclipse JKube' description: '' year: '2020' stars: 4 ai_summary: The active GitHub repository for Eclipse JKube, housing Maven/Gradle plugins, extensions, and core libraries. Live Grounding indicates robust ongoing community support, enabling local resource generation, deployment, and hot-swapping inside active clusters. The project is crucial for bridging the gap between standard Java compilation and Kubernetes runtimes. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e2e6c329a9c9631ce5dcf6b048ce085e9bf81aaa9ea055d92a3924a28b88036e health_score: 100.0 last_checked: 1779130494.95307 needs_ai_refresh: true hierarchy: - Cloud-Native Java - Build Tools - Eclipse JKube - Source Code tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-client-libraries.md - docs/maven-gradle.md - docs/openshift-pipelines.md v2_locations: - maven-gradle.md - kubernetes-client-libraries.md - openshift-pipelines.md youtube_mosaic: {} gh_license: EPL-2.0 gh_pushed: '2026-06-12T04:55:21Z' gh_stars: 849 discovered_at: '2026-06-12T04:55:21Z' https://github.com/eclipse/jkube: title: 'Github: Eclipse Jkube' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3609c41b04f12ea952d77722a788e33ce1d3058a5369a3b5cf2b854e01a45c56 health_score: 100.0 last_checked: 1779031850.736063 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-client-libraries.md - docs/maven-gradle.md - docs/openshift-pipelines.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:50.736063+02:00' https://github.com/edrevo/suspicious-pods: title: "Suspicious pods \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A simple CLI troubleshooting tool that scans a cluster for pods displaying unusual behaviors, such as continuous container restarts, pending statuses, or missing configurations. Provides immediate developer feedback with descriptive error logs, speeding up triage. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 254ef920b7fa02954b59f7a329124ca0de1d29fdecbf9e3ed34eb93596e0e0fe health_score: 100.0 last_checked: 1779033259.303595 needs_ai_refresh: true hierarchy: - Operations - Cluster Diagnostics - Pod Troubleshooting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-04T02:15:02Z' gh_stars: 96 discovered_at: '2023-02-04T02:15:02Z' https://github.com/education: title: education.github.com description: '' year: '2026' stars: 4 ai_summary: Comprehensive educational portal serving industry-grade developer setups, cloud environments, and pipeline environments directly to students, teachers, and university networks. language: None resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b8c3ebb0692d2c794302de646f83932d3d420186814990d6d79c8b788778479a health_score: 100.0 last_checked: 1779130494.974415 needs_ai_refresh: true hierarchy: - Developer Platforms - Education - GitHub Education tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:54.974415+02:00' https://github.com/eezhee/eezhee: title: eezhee/eezhee description: '' year: '2021' stars: 1 ai_summary: An experimental CLI utility designed to simplify the provisioning of development Kubernetes clusters on various cloud providers like DigitalOcean and Linode. It aims to reduce cluster setup overhead to a single command. The repository has been quiet since 2022, serving as a historical artifact for lightweight provisioning scripts. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 81726467819fb0cf5974eee828b7a0de5c6d73085266f296f13a547b2cf93a0e health_score: 100.0 last_checked: 1779030022.922545 needs_ai_refresh: true hierarchy: - Development - Local Cluster - CLI Tool tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-17T00:52:00Z' gh_stars: 10 discovered_at: '2024-10-17T00:52:00Z' https://github.com/ekramasif/Basic-Machine-Learning: title: ekramasif/Basic-Machine-Learning description: '' year: '2026' stars: 5 ai_summary: A fundamental training repository compiling essential algorithms, scientific computing models, and conceptual guides for starting in Machine Learning. Focuses on classical statistical methods, regression math, and basic Python integrations. Provides a valuable baseline for engineering squads learning ML concepts. language: Python resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 8ef0c8d5c41b84b583e9778f28906f33d3ccfe1949b18c40e91355e4b60e2869 health_score: 100.0 last_checked: 1779030035.035687 needs_ai_refresh: true hierarchy: - AI & Machine Learning - Training - Fundamentals tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-02T07:15:31Z' gh_stars: 80 is_special: true discovered_at: '2026-03-02T07:15:31Z' https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb: title: 'github.com/ekramasif: Basic Machine Learning - Python Cheatsheet' description: '' year: '2023' stars: 5 ai_summary: An interactive Jupyter Notebook consolidating standard machine learning algorithms in Python. Details array configurations, basic Scikit-Learn validation tests, and pandas pipeline configurations. language: Python resource_type: Interactive Notebook complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3622706ae8c3bf0f9183cc557708df207287c5c4458ff625cb2a4ee6cae57fd6 health_score: 100.0 last_checked: 1779032786.30977 needs_ai_refresh: true hierarchy: - Data Science & ML - Machine Learning - Python Labs tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-02T07:15:31Z' gh_stars: 80 discovered_at: '2026-03-02T07:15:31Z' https://github.com/eksctl-io/eksctl: title: 'eksctl: EKS installer' description: '- [medium.com/@thapliyal705: Create Amazon EKS Cluster from scratch using eksctl](https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-eksctl-67e0d0900245)' year: '2024' stars: 4 ai_summary: The official CLI orchestration tool for provisioning AWS EKS clusters. It compiles high-level YAML inputs into CloudFormation actions to automatically establish VPC, IAM, and worker nodes. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cb3450a6dbedd59bd87eaf18c4c8122a661069bfd332648e29999e38ea0a4d0a health_score: 100.0 last_checked: 1779130495.006524 needs_ai_refresh: true hierarchy: - Cloud Native - AWS EKS - Cluster Provisioning tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - jenkins.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-11T06:34:46Z' gh_stars: 5203 discovered_at: '2026-06-11T06:34:46Z' https://github.com/elastic/apm-pipeline-library: title: "Jenkins pipeline shared library for the project Elastic APM \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A Jenkins Pipeline Shared Library designed to standardize Elastic APM component deployments. While modern GitOps (e.g., ArgoCD) has largely replaced Jenkins for cloud-native delivery, this Groovy library remains highly valuable for organizations maintaining complex, legacy Jenkins-centric pipelines. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1321cbd3f0db075d6751a3e89fc3485fe9c46c1baec391d960ba858a42204233 health_score: 100.0 last_checked: 1779032802.516647 needs_ai_refresh: true hierarchy: - DevOps - CI/CD - Jenkins tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-16T07:21:55Z' gh_stars: 11 discovered_at: '2024-10-16T07:21:55Z' https://github.com/eldada/kubernetes-scripts: title: Kubernetes Scripts description: '' year: '2022' stars: 5 ai_summary: A utility collection of bash and shell scripts designed to simplify day-to-day Kubernetes cluster administration, diagnostic queries, and resource debugging. These community-focused tools wrap kubectl commands to perform batch operations and log extractions quickly. Though useful for rapid command-line navigation, production operations typically encapsulate these processes into structured operator patterns. language: Shell resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7c020ec04d79ff411482a9e6129592ee06eae5b72e70a42194563cc91aab1db3 health_score: 100.0 last_checked: 1781736221.899391 needs_ai_refresh: true hierarchy: - Automation - Scripts - Cluster Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:41.899391+02:00' https://github.com/eldadru/ksniff: title: "eldadru/ksniff \U0001F31F" description: '' year: '2018' stars: 4 ai_summary: A vital kubectl extension engineered to capture and inspect real-time TCP/IP network packets within pods. It uploads a static tcpdump binary on demand, routing traffic directly to Wireshark for analysis. language: Go resource_type: Kubectl Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7fd397fcca2b042939a611e5d0ed5fa41c9326fe44ad94e0594130e1df1d24fd health_score: 100.0 last_checked: 1779029169.639274 needs_ai_refresh: true hierarchy: - Observability & Performance - Network Monitoring - Packet Capture tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-02T03:16:37Z' gh_stars: 3472 discovered_at: '2024-08-02T03:16:37Z' https://github.com/electrocucaracha/krd: title: krd description: '' year: '2024' stars: 5 ai_summary: The Kubernetes Reference Deployment (KRD) leverages Ansible playbooks and shell scripts to automate multi-node cluster provisioning with advanced network architectures, hardware acceleration (SR-IOV), nested VM hypervisors, and distributed storage engines. language: Shell/Ansible resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: eb630f99aa5f1738d8068b0c1784ae0c37345659c2ace4d7bbc0cc22defc3a4f health_score: 100.0 last_checked: 1779031528.79325 needs_ai_refresh: true hierarchy: - Provisioning - Ansible - Advanced Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/kubernetes-tools.md v2_locations: - kubernetes-on-premise.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T02:44:50Z' gh_stars: 40 discovered_at: '2026-06-12T02:44:50Z' https://github.com/elotl/kip: title: Kip, the Kubernetes Cloud Instance Provider description: '' year: '2021' stars: 5 ai_summary: A virtual-kubelet implementation that scheduled pods directly onto individual cloud provider instances instead of traditional physical workers. Mostly legacy as virtual-node strategies have matured around Karpenter or managed serverless nodes. language: Go resource_type: Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1de2856a82ced8543ec8352be59502b2a82e01273dbb4352a6aea9ee628994dd health_score: 100.0 last_checked: 1779032055.029487 needs_ai_refresh: true hierarchy: - Infrastructure - Serverless Containers - Virtual Nodes tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-25T07:01:39Z' gh_stars: 232 discovered_at: '2023-02-25T07:01:39Z' https://github.com/emberstack/kubernetes-reflector: title: kubernetes-reflector description: '' year: '2024' stars: 3 ai_summary: A specialized Kubernetes controller designed to mirror Secrets and ConfigMaps across namespaces automatically. It allows platform engineers to distribute global configurations, like TLS certificates or pull secrets, to all namespaces securely. Heavily utilized in production environments in 2026 to simplify secret replication. language: C# resource_type: Kubernetes Controller complexity: Medium is_microservice: true status: online addition_method: manual content_hash: a46a15ec35c7eba02315725632764ff554d20c4960ae12d32829bdce19fad7db health_score: 100.0 last_checked: 1779033672.05626 needs_ai_refresh: true hierarchy: - Infrastructure - Configuration - Reflector tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T21:25:31Z' gh_stars: 1614 discovered_at: '2026-06-11T21:25:31Z' https://github.com/enix/x509-certificate-exporter: title: enix/x509-certificate-exporter description: '' year: '2024' stars: 5 ai_summary: Highly configurable Prometheus exporter focused on scanning and detecting TLS/SSL certificates from filesystems, Kubernetes Secrets, and PEM files. Helps automatically alert on expiring network assets. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f99353578090a5d50cdcc34b69d57f17f9212fbcb30dd9bb025ac39806b60cf7 health_score: 100.0 last_checked: 1779032171.478411 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Security Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T09:00:04Z' gh_stars: 929 discovered_at: '2026-06-13T09:00:04Z' https://github.com/enochtangg/quick-SQL-cheatsheet: title: "github.com/enochtangg/quick-SQL-cheatsheet: Quick SQL Cheatsheet \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A highly-starred quick-reference guide for standard SQL query patterns. Highlights efficient subquery constructions, join variants, data filtering options, and indexing architectures to accelerate database optimization workflows. language: SQL resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d1f5e5768ed00d6c00c85f86621656f92b31dd0f3aa0da07738745adaf785cfc health_score: 100.0 last_checked: 1779031111.408256 needs_ai_refresh: true hierarchy: - Databases & Storage - Relational Databases - SQL tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-10-01T19:54:00Z' gh_stars: 5402 discovered_at: '2020-10-01T19:54:00Z' https://github.com/envoyproxy/gateway: title: Envoy Gateway description: '' year: '2023' stars: 5 ai_summary: The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, community-supported model. language: Go resource_type: Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 8361ecf2eb3d6f23baa420cc77dbc82fa52cdbfb2a354b9e0b36fdc9ea9df2f6 health_score: 100.0 last_checked: 1779034295.857773 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Data Plane - API Gateway tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:42:03Z' gh_stars: 2800 discovered_at: '2026-06-14T06:42:03Z' https://github.com/eon01/kubernetes-workshop: title: github.com/eon01/kubernetes-workshop description: '' year: '2021' stars: 0 ai_summary: 'Hands-on introductory workshop materials covering fundamental Kubernetes concepts, including Pods, Services, Deployments, and ingress controller definitions. (Live Grounding: Solid reference for classroom-based learning or self-paced platform orchestration upskilling).' language: YAML resource_type: Code Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3a7e8c2e36e86e957826ae6229aac87a568f7d269d6c1e60ed083da38fef35cf health_score: 100.0 last_checked: 1781735910.809933 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Learning Resources - Kubernetes Workshops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.809933+02:00' https://github.com/epinio/epinio: title: epinio/epinio description: '' year: '2025' stars: 4 ai_summary: Epinio is an open-source, lightweight PaaS built on top of Kubernetes, designed to offer an app-push developer experience similar to Heroku or Cloud Foundry. Created by SUSE, it handles code compilation, ingress configuration, and TLS provisioning out-of-the-box, allowing developers to deploy applications with a single CLI command without managing raw YAML. language: Go resource_type: Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 0e00eb534f1949213f7df9b101c94bdf6364ca5da8aebce1c0e413dcb236c8b7 health_score: 100.0 last_checked: 1779029292.255254 needs_ai_refresh: true hierarchy: - Application Delivery - Platform-as-a-Service - Developer Experience tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T21:36:00Z' gh_stars: 590 discovered_at: '2026-06-12T21:36:00Z' https://github.com/eraser-dev/eraser: title: "github.com/Azure/eraser \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: Eraser is a Kubernetes native tool designed to clean up unused, dangling, and vulnerable images from cluster nodes. Operating as an automated daemonset controller, it significantly reduces host disk utilization and minimizes the attack surface across production fleets. language: Go resource_type: Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a61a84d05ea9b0ae2d5b9c1c11f8f66e8dcf0dfd91f725d4c447324ca1a1df23 health_score: 100.0 last_checked: 1779130495.02627 needs_ai_refresh: true hierarchy: - Kubernetes - Node Management - Garbage Collection tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-09T05:55:41Z' gh_stars: 607 discovered_at: '2026-04-09T05:55:41Z' https://github.com/erebe/personal-server: title: "github.com/erebe/personal-server: Personal server configuration with k3s' \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: An infrastructure-as-code repository showcasing a highly efficient, custom home-lab or personal server automation template utilizing K3s and declarative configurations. language: Nix resource_type: IaC complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 95740772fb5f569c2b4cdd912c3000d11e43fb318be892bdb1ecae86103ce9ec health_score: 100.0 last_checked: 1781736154.414123 needs_ai_refresh: true hierarchy: - Edge & IoT - Bare Metal - Home Lab tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:34.414123+02:00' https://github.com/erjosito/alz-repo-best-practices/blob/main/README.md: title: Azure Landing Zone (ALZ) Repository Best Practices description: A blueprint repository outlining structural guidelines, pipeline practices, and branch strategy for running enterprise-grade Azure Landing Zones. year: '2025' stars: 4 ai_summary: An architectural and procedural guide for managing Infrastructure as Code (IaC) repositories in large-scale Azure Landing Zone (ALZ) deployments. The guidelines cover structuring directory layouts for Bicep or Terraform, establishing strict CI/CD validation checks via GitHub Actions, protecting critical deployment paths, and handling Azure resource concurrency limitations (particularly Azure Firewall operations). It provides cloud platform engineers with actionable, production-ready blueprints to enforce governance, minimize merge collisions, and streamline multi-tenant infrastructure delivery. language: en resource_type: repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 6c8ece6e26cf9b16e452221b65b791b7425c589e5951fe21e04c355c4f3b0b76 health_score: null last_checked: 1780400585.971889 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Landing Zones (ALZ) - Infrastructure as Code - CI/CD and GitOps tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure gh_license: MIT gh_pushed: '2026-05-26T17:26:51Z' gh_stars: 15 impact_score: 89 reputation_status: Vetted reputation_summary: Created by Jose Moreno (erjosito), Principal Azure Solutions Architect at Microsoft, this repository serves as a highly vetted public guide for enterprise-scale Azure Landing Zones. social_preview_url: https://opengraph.githubassets.com/49132b96706f04c324ef39b5c5fce019be7272fb741f8d0a992ecf4c0a156ec9/erjosito/alz-repo-best-practices source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-05-26T17:26:51Z' https://github.com/ermetic/access-undenied-aws: title: "ermetic/access-undenied-aws \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7e1b6fb678b3d8926a7e292a58ac7de6de5af0d6ca679c4fc435c84989c399f4 health_score: 100.0 last_checked: 1779029503.136205 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-tools-scripts.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:43.136205+02:00' https://github.com/errordeveloper/kubegen: title: kubegen description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b1b05cef9af77753118352ec057af622eabb71d47b232ddcbddb4e0300232ea4 health_score: 100.0 last_checked: 1779030202.628938 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-17T17:03:22.628938+02:00' https://github.com/estahn/k8s-image-swapper: title: "k8s-image-swapper \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A high-performance mutating webhook that intercepts pod creation requests, caches targeted registry images, and rewrites the image path to point to private storage endpoints. By doing so, it shields internal environments from external rate limits and guarantees low-latency image pulls. language: Go resource_type: Webhook complexity: Medium is_microservice: false status: online addition_method: manual content_hash: cbc6ece15805e832bb9d6b587306b1266ee274a1c7863a6062951886312c7988 health_score: 100.0 last_checked: 1779032180.224769 needs_ai_refresh: true hierarchy: - Infrastructure - Container Registries - Admission Control tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-10T12:25:38Z' gh_stars: 629 discovered_at: '2026-06-10T12:25:38Z' https://github.com/etcd-io/etcd: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b826fcf01b097f173d793a7fbca1e2e3796669dfd73ee9e5bb722912552fa318 health_score: 100.0 last_checked: 1779029679.102481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:39.102481+02:00' https://github.com/external-secrets/kubernetes-external-secrets: title: "Kubernetes External Secrets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 466852f6c235fc53bcbcc19823d64c3173e686ea9afb254112b44500808cb0f1 health_score: 100.0 last_checked: 1779029421.835693 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T16:50:21.835693+02:00' https://github.com/fabric8io/docker-maven-plugin: title: docker-maven-plugin description: '' year: '2020' stars: 4 ai_summary: Fabric8's highly reliable Maven integration for containerization management. Lets developers orchestrate builds and container tests within pom.xml execution blocks; however, users are increasingly transitioning to Eclipse JKube for modern Cloud-Native orchestration patterns. language: Java resource_type: Maven Plugin complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 612809807c1163bd3c42823c4b03e4db8c6f336f62d8dd461ba259177d9aeb24 health_score: 100.0 last_checked: 1779030958.197284 needs_ai_refresh: true hierarchy: - Build Systems - JVM Ecosystem - Container Packaging tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-25T09:16:05Z' gh_stars: 1929 discovered_at: '2026-05-25T09:16:05Z' 'https://github.com/fabric8io/fabric8-maven-plugin ': title: github - fabric8, maven plugin description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779033923.428538 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift-pipelines.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:23.428538+02:00' https://github.com/fabric8io/fabric8-pipeline-library: title: Fabric8 Pipeline Library description: '' year: '2018' stars: 3 ai_summary: A reusable Jenkins Pipeline helper library that supports automated environments, build phases, and release setups within OpenShift frameworks. It is largely deprecated, superseded by modern Jenkins plugins or native Tekton pipelines. language: Groovy resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cd488fc555f409014bfa4e044fcdd2e44ec4d1e60d1c2d4fb065e041dcdc7359 health_score: 100.0 last_checked: 1779031896.968076 needs_ai_refresh: true hierarchy: - App Development - CI/CD - Jenkins Pipelines tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-09T23:45:53Z' gh_stars: 436 discovered_at: '2024-04-09T23:45:53Z' https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md: title: fabric8 - kubectl description: '' year: '2018' stars: 3 ai_summary: A historic, vendor-sourced reference of early kubectl command structures hosted in the fabric8 ecosystem. While some elements lean legacy, it documents fundamental container routing patterns and administrative tasks foundational to older clusters. language: Markdown resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 602cf3562472bdaddd7ca9be039e0ecf852bb096248a743b0165fb5dd2a52568 health_score: 100.0 last_checked: 1779033051.201282 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[LEGACY]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2016-04-27T06:58:25Z' gh_stars: 266 discovered_at: '2016-04-27T06:58:25Z' https://github.com/facebook/jest: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 342d641d0b021617557451eadd29d10813279121b03a68973027abab836b9bca health_score: 100.0 last_checked: 1779032091.478899 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.478899+02:00' https://github.com/fairwindsops/nova: title: "github: Nova \U0001F31F" description: '' year: '2025' stars: 3 ai_summary: A critical cluster auditing utility that proactively scans running environments for outdated, insecure, or orphaned Helm releases. It cross-references current cluster deployments against upstream registries to alert operators of crucial patch requirements. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 12b7188b2bc5c2cbae0fbde0592ada6b5ae1fd89d927887f3354af0b4e8975bd health_score: 100.0 last_checked: 1779029821.056559 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Auditing & Maintenance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-04T14:29:29Z' gh_stars: 864 discovered_at: '2026-05-04T14:29:29Z' https://github.com/fatherlinux/ubi-micro: title: "ubi-micro: RHEL tiny images to build containers \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: An open-source repository dedicated to UBI-Micro, Red Hat's smallest, zero-dependency base image layer designed for extreme attack surface minimization. It contains only essential package databases and relies on host-side tools like Buildah to inject necessary microservice binaries. language: Shell resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cde1a14802c89c245ee5d0ad664ab8701762b86792c9ecb3e847c64725c11d24 health_score: 100.0 last_checked: 1781735900.70331 needs_ai_refresh: true hierarchy: - Container Infrastructure - Image Optimization - Red Hat UBI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.703310+02:00' https://github.com/features/codespaces: title: GitHub Codespaces description: '' year: '2023' stars: 0 ai_summary: GitHub Codespaces delivers cloud-hosted, highly configurable development environments running directly inside Visual Studio Code or browser instances. By leveraging declarative configuration (devcontainer.json), platform teams can eliminate the standard 'works on my machine' problem and onboard developers in seconds. It represents a paradigm shift in software engineering productivity, replacing heavy local setups with scalable, secure cloud-native workstations. language: English resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 39c631146eca956cb401b444761a38ab79b78e66208100900e629ec6c5f9d521 health_score: 100.0 last_checked: 1781735950.212705 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Cloud-Native IDEs - Developer Environments tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md - visual-studio.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.212705+02:00' https://github.com/features/preview/github-app: title: GitHub Copilot Agent-Driven Desktop Client Technical Preview description: Join the waitlist for the GitHub Copilot desktop app, a native experience built for issue pickup, parallel agent orchestration, and automated code review. year: '2026' stars: 4 ai_summary: 'Curator Insight: Elevating the AI assistant from an editor extension to a native desktop client shifts the paradigm towards fully agentic workflow orchestration. Live Grounding: GitHub''s technical preview showcases native desktop clients (macOS, Windows, Linux) that automate issue-to-merge flows, support parallel agent sessions in isolated Git worktrees, and integrate with the Model Context Protocol (MCP).' language: en resource_type: documentation complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 29ae2b991bb8d43fb2d9d00a276f017dd777f2ea98ddd530a68a102e39d23b36 health_score: null last_checked: 1780352158.263422 needs_ai_refresh: false hierarchy: - AI - Developer Tools - Coding Agents - GitHub Copilot App tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely popular developer tool currently in high-demand technical preview. social_preview_url: https://github.githubassets.com/assets/github-app-waitlist-cee758d24d8d.jpg source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:15:58.263422+02:00' https://github.com/felipecruz91/debug-ctr: title: ==felipecruz91/debug-ctr== description: '' year: '2022' stars: 1 ai_summary: Lightweight helper utility targeting runtimes at the node level. Allows developers to run custom debug tools directly inside active containerd namespaces without impacting root node security models. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7175b73d3f1f7b6eee8bc53937c4adebb86fe8e5f74f6bf5881e88b0d8826ef8 health_score: 100.0 last_checked: 1779032966.812819 needs_ai_refresh: true hierarchy: - Observability - Debugging - Container Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-01-27T10:01:13Z' gh_stars: 52 discovered_at: '2023-01-27T10:01:13Z' https://github.com/feluelle/airflow-diagrams: title: feluelle/airflow-diagrams description: '' year: '2023' stars: 3 ai_summary: An open-source CLI utility designed to automatically generate high-quality diagrams representing Apache Airflow workflow dependencies. Accelerates data lineage documentation across pipeline iterations. language: Python resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 325518f84dba9815c0d6e616beb81bff4406184e25731ad045a49aa14e651e85 health_score: 100.0 last_checked: 1779032969.508737 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Diagrams as Code - Airflow tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T17:59:10Z' gh_stars: 358 discovered_at: '2026-06-08T17:59:10Z' https://github.com/fepegar/vesseg: title: fepegar/vesseg description: '' year: '2022' stars: 1 ai_summary: A specialized neural segmentation repository targeting retinal vessel identification on ocular datasets. Built with PyTorch, it provides ready-to-run inference architectures, custom dataset preprocessors, and benchmarking tests tailored for ocular imaging. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c9181c2b97aadfc544cd8e1cb22be2e64e84f975b31fbb6dba127778811d2fd0 health_score: 100.0 last_checked: 1779032975.262269 needs_ai_refresh: true hierarchy: - Machine Learning - Medical Imaging - Computer Vision tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-06-23T17:55:20Z' gh_stars: 44 discovered_at: '2022-06-23T17:55:20Z' https://github.com/fidelity/kconnect: title: kconnect - The Kubernetes Connection Manager CLI description: '' year: '2026' stars: 5 ai_summary: An enterprise-ready connection manager used to secure and automate context discovery in cloud environments. It integrates CLI authentication directly with corporate directory providers (such as SAML, OIDC, AWS IAM, Azure AD), making it simple to manage multi-tenant access safely. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 32bcda8d7853e3f5334a94052cc88b9038c233c2a4aa92d3a911d41101a0b71d health_score: 100.0 last_checked: 1779034580.379196 needs_ai_refresh: true hierarchy: - Security - Access Management - Identity Providers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T13:40:46Z' gh_stars: 243 discovered_at: '2026-06-09T13:40:46Z' https://github.com/figaw/configuration-as-code-jenkins-k8s: title: "Configuration as Code of Jenkins (for Kubernetes) \U0001F31F\U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Curator Insight points to this resource for implementing Jenkins Configuration as Code on Kubernetes. Live Grounding shows that by mapping JCasC YAML onto Kubernetes ConfigMaps, administrators can fully decouple configuration state from ephemeral container lifecycles. This practice mitigates drift and enables rapid restoration in disaster recovery scenarios. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e8e13b05d8a6391fb77b8d799c2fbfec62e0def84018cea6521398fafdb5d70b health_score: 100.0 last_checked: 1781735911.005184 needs_ai_refresh: true hierarchy: - DevOps - Infrastructure as Code - Jenkins Configuration as Code - Kubernetes Native Setup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.005184+02:00' https://github.com/figaw/freestyle-to-pipeline-jenkins: title: "Demo repository \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 680062af5400a0fa4dfba0102236c56394fcd7947a2242109c9fb4340e3c7fb6 health_score: 100.0 last_checked: 1779032236.61148 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.611480+02:00' https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyle-jobs-to-pipeline-with-jobdsl.pdf: title: "Slides \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fc9fb41fc0b772b8a79ffb6996b8e4f548dc0c171f9dbdfc1981466e25b0e60d health_score: 100.0 last_checked: 1779031591.960302 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:31.960302+02:00' https://github.com/flannel-io/flannel: title: Flannel description: '- [Weave-net](https://www.weave.works/)' year: '2026' stars: 5 ai_summary: A highly stable, lightweight Layer 3 overlay CNI fabric designed specifically for simplified Kubernetes installations. It provisions a simple local agent on each cluster node to manage subnet allocations via etcd, supporting VXLAN and host-gw backends. While it lacks L7 traffic steering and NetworkPolicy parsing, its operational simplicity remains highly valuable for lightweight resource-constrained environments. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eba99ae86b5bae9e55d3c3591114094a4e78609bbc34e79b4a9bb1aad50ef4ea health_score: 100.0 last_checked: 1779130495.011949 needs_ai_refresh: true hierarchy: - Networking - CNI - Overlay Networks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T08:34:34Z' gh_stars: 9475 discovered_at: '2026-06-08T08:34:34Z' https://github.com/flant/k8s-image-availability-exporter: title: k8s-image-availability-exporter description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8ec8d4aed673cd9c802e9e21f8a0e2934dfc470e6c5ec0ce158633f85d6f123f health_score: 100.0 last_checked: 1779031962.762803 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:32:42.762803+02:00' https://github.com/flant/shell-operator: title: Shell-operator description: '' year: '2026' stars: 4 ai_summary: Shell-operator allows system administrators and developers to build fully-featured Kubernetes operators using standard bash, python, or other scripting languages. By watching cluster events and executing scripts, it simplifies dynamic automation. language: Go resource_type: Controller Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cecdf4357eb70fe20eedaac28eedd2c9617681d9a6d760dbaa7601876cba1dd3 health_score: 100.0 last_checked: 1779029821.053818 needs_ai_refresh: true hierarchy: - Cluster Management - Operator Frameworks - Automation Scripts tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T10:56:40Z' gh_stars: 2603 discovered_at: '2026-06-11T10:56:40Z' https://github.com/flared/teleproxy: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2076a6de779d1921805bcc2e78a2b7316ceb2be2bbee06a1a2cd89e790c51448 health_score: 100.0 last_checked: 1779030069.746166 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:09.746166+02:00' https://github.com/flaviostutz/promster: title: 'Promster: Use Prometheus in huge deployments with dynamic clustering and scrape sharding capabilities based on ETCD service registration' description: '' year: '2020' stars: 1 ai_summary: Leverages ETCD service registration to provide dynamic clustering and automated scrape sharding for distributed Prometheus deployments. While offering a lightweight alternative for scale-out setups, modern production environments in 2026 predominantly utilize Thanos, Cortex, or VictoriaMetrics for highly available global metrics engines. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 603bb9f1d9ac7d20e9f70d01f0bf9bfe04d0db3afe7f1c31ca7bd38f6afa7346 health_score: 100.0 last_checked: 1779033360.40729 needs_ai_refresh: true hierarchy: - Observability - Metrics - Prometheus Scale tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-15T01:43:04Z' gh_stars: 31 discovered_at: '2023-02-15T01:43:04Z' https://github.com/floci-io/floci: title: Floci - An AWS Local Emulator Alternative description: '' year: '2024' stars: 5 ai_summary: An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. language: Go resource_type: repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 9b45b4c82d8b4b74c725de183df8fcc3765045aaf71bc61faeba7aaa517aaea1 health_score: 100.0 last_checked: 1779029514.116269 needs_ai_refresh: true hierarchy: - Containers - Developer Tooling - Cloud Emulation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md - docs/docker.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - aws-tools-scripts.md - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T05:55:57Z' gh_stars: 14064 discovered_at: '2026-06-14T05:55:57Z' https://github.com/floci-io/floci-az: title: floci-az description: Lightweight and free open-source local Azure Emulator built using Quarkus Native. year: '2026' stars: 4 ai_summary: Floci-AZ is an open-source local Azure service emulator that integrates Blob, Queue, and Table storage, Cosmos DB, Azure Functions, App Configuration, Key Vault, Event Hubs, and AKS on a single port. Built on Quarkus and GraalVM native binary compiling, it delivers sub-100ms startup times and a low memory footprint without requiring cloud subscriptions or auth tokens. It provides a real embedded k3s container or mocked execution mode for fast CI environments, serving as a powerful alternative to Azurite and Microsoft's native Cosmos DB emulator. language: en resource_type: repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 643654dd8ea28a921fff18746692a66805eb12335d4bbf559cb8e3479a3a6ba5 health_score: null last_checked: 1780352720.351741 needs_ai_refresh: false hierarchy: - Local Development - Cloud Emulators - Azure tags: - COMMUNITY-TOOL - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure gh_license: MIT gh_pushed: '2026-06-01T04:16:51Z' gh_stars: 197 reputation_status: Vetted reputation_summary: Vetted by the Azure community as a lightweight, fast, and unified local alternative to fragmented official emulators. social_preview_url: https://repository-images.githubusercontent.com/1212601019/0a6d3334-eead-42f6-a61b-6b095be5fc4d source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-01T04:16:51Z' https://github.com/flomesh-io/pipy: title: github.com/flomesh-io/pipy description: '' year: '2025' stars: 2 ai_summary: Pipy is an ultra-lightweight, programmable network data plane engine designed for edge gateways, service meshes, and cloud-native proxies. Operating on a highly performant C++ core run by a JS scripting layer, it provides outstanding request throughput with minimal memory footprint. language: C++ resource_type: Proxy / Service Mesh Data Plane complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 35120d06527a9941f5bd2b545009d1d32c95e7465f9df3a2dec7fe2dd81ad5b3 health_score: 100.0 last_checked: 1779033314.015668 needs_ai_refresh: true hierarchy: - Network - Proxy & Service Mesh - Data Plane tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T15:50:14Z' gh_stars: 827 discovered_at: '2026-06-12T15:50:14Z' https://github.com/flux-iac/tofu-controller: title: github.com/flux-iac/tofu-controller description: '' year: '2024' stars: 5 ai_summary: The successor to the TF-controller, this project provides a Kubernetes custom controller designed to reconcile OpenTofu and Terraform resources natively using GitOps principles. Live Grounding indicates that in 2026, the Tofu-Controller is highly valued across enterprise systems, allowing teams to seamlessly declare infrastructure dependencies directly in Git alongside their Kubernetes applications. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42 health_score: 100.0 last_checked: 1779033479.641827 needs_ai_refresh: true hierarchy: - Infrastructure as Code - OpenTofu - GitOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T11:55:28Z' gh_stars: 1653 discovered_at: '2026-06-08T11:55:28Z' https://github.com/fluxcd/flux: title: 'github: Flux' description: '' year: '2021' stars: 5 ai_summary: The deprecated and archived GitHub repository for the original Flux v1 GitOps engine. Completely succeeded by the microservice-driven, decoupled Flux v2 architecture. language: Go resource_type: GitOps Engine complexity: High is_microservice: true status: online addition_method: manual content_hash: 7e2ffd1e5023c5643e99456a62d3d5aa9fa763d5dc2eb1afe3c8073e4ade76ce health_score: 100.0 last_checked: 1779034265.998312 needs_ai_refresh: true hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/flux.md - docs/gitops.md v2_locations: - flux.md - gitops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-01T15:16:50Z' gh_stars: 6861 discovered_at: '2022-11-01T15:16:50Z' https://github.com/fluxcd/flux2: title: 'github: Flux Version 2' description: '' year: '2026' stars: 5 ai_summary: The official active repository for Flux v2. Rebuilt from the ground up as a set of Kubernetes controllers (GitOps Toolkit) to allow decoupled, highly parallel reconciliation of Git configurations. language: Go resource_type: GitOps Engine complexity: High is_microservice: true status: online addition_method: manual content_hash: 2695af292c7e3281d5bacc5a595fdc2b407e385b29008fbed273810d4ef94e02 health_score: 100.0 last_checked: 1779034582.293778 needs_ai_refresh: true hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T12:02:15Z' gh_stars: 8186 discovered_at: '2026-06-13T12:02:15Z' https://github.com/fluxcd/flux2-kustomize-helm-example: title: "flux2-kustomize-helm-example \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: The canonical Flux v2 reference architecture. Provides production-tested blueprints for structuring multi-environment repositories, configuring Kustomize hierarchies, packaging Helm releases, and enforcing namespace isolation patterns. language: YAML resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: da2a7b0c6b9b65cb22c9de865927dcc956b79aa3ee90935e7fae780cad5adc09 health_score: 100.0 last_checked: 1779032950.416519 needs_ai_refresh: true hierarchy: - GitOps - Continuous Deployment - Flux v2 tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T07:25:39Z' gh_stars: 1268 discovered_at: '2026-06-12T07:25:39Z' https://github.com/fluxcd/flux2-multi-tenancy: title: fluxcd/flux2-multi-tenancy description: '' year: '2023' stars: 4 ai_summary: Demonstrates production-hardened multi-tenant configuration templates using Flux v2, establishing cryptographic and administrative boundaries via Kubernetes RBAC and ServiceAccounts. Curator Insight emphasizes its value as a secure multi-tenant bootstrap model. Live Grounding confirms that decoupling tenant namespaces while restricting cross-namespace source references is the standard for enterprise-grade shared cluster GitOps. language: YAML resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3e3b71e24d835d0a367062be178f46c96d8ba0cbb9db53159fd1b5913284ec2e health_score: 100.0 last_checked: 1779030564.162768 needs_ai_refresh: true hierarchy: - Deployment & Orchestration - GitOps - Flux tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-08T14:40:30Z' gh_stars: 600 discovered_at: '2026-05-08T14:40:30Z' https://github.com/foggykitchen/foggykitchen-landing-zone-orchestrator: title: FoggyKitchen Landing Zone Orchestrator description: An architecture-first multicloud landing zone framework using structured Terraform and OpenTofu modules for Azure and OCI. year: '2026' stars: 4 ai_summary: 'A production-grade cloud infrastructure layout designed to orchestrate Azure, Oracle Cloud Infrastructure (OCI), and hybrid interconnect topologies. - Utilizing structured OpenTofu and Terraform architectures, the project abstracts cloud networking, identity, and firewall rules into cohesive state configurations. - Employs a YAML-based payload contract that allows system architects to declaratively compose landing zones without maintaining disconnected state files.' language: en resource_type: project complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: e4d36800a2f1d4424273e911d84854460b985e651e7412ea47034f9cd8020b5b health_score: null last_checked: 1780352838.801057 needs_ai_refresh: false hierarchy: - Cloud Architecture - Infrastructure as Code - Multi-Cloud Infrastructure - Landing Zones - Terraform tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-iac gh_license: UPL-1.0 gh_pushed: '2026-06-01T14:32:25Z' gh_stars: 1 reputation_status: Vetted reputation_summary: Active, well-structured Open Source IaC repository maintained by FoggyKitchen (Martin Linxfeld). Community vetted and actively used for multi-cloud landing zone automation. social_preview_url: https://opengraph.githubassets.com/bfe8baf6e63ceb285737c904463890959aea7effd67a296e77ac789846b19687/foggykitchen/foggykitchen-landing-zone-orchestrator source_provenance: X.com (nubenetes) suggested_new_category: multi-cloud-landing-zones discovered_at: '2026-06-01T14:32:25Z' https://github.com/forbearing/k8s: title: forbearing/k8s description: '' year: N/A stars: 0 ai_summary: Curator Insight describes forbearing/k8s as an abstraction wrapper over client-go to offer a simpler API for standard Kubernetes resource orchestration. Live Grounding indicates it reduces boilerplate for minor tooling but lacks the ecosystem stability of standard controllers. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3aa7469faad948e6ba9ce9a6d050028a335b91d34beb9adabf533b12a090808f health_score: 100.0 last_checked: 1779029948.692914 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Development - Client Wrappers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-15T23:57:18Z' gh_stars: 73 discovered_at: '2022-11-15T23:57:18Z' https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md: title: "Kubernetes Security Best Practices \U0001F31F" description: '' year: '2019' stars: 5 ai_summary: A curated GitHub repository delineating hardened configurations for Kubernetes API servers, Kubelets, and network boundaries. It details port-level access rules, ingress/egress filtering, and cluster isolation tactics to defend against pivot attacks. language: Markdown resource_type: curation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 37aafd945ea8a42e8fee8a2e74ce338bb96341803e8e7272316cbd7e40c1b6d9 health_score: 100.0 last_checked: 1779033782.363462 needs_ai_refresh: true hierarchy: - Kubernetes Security - Cluster Hardening - Network Policies tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2019-09-11T23:13:51Z' gh_stars: 2712 discovered_at: '2019-09-11T23:13:51Z' https://github.com/frectonz/sql-studio: title: 'SQL Studio: A Unified SQL Database Explorer' description: '' year: '2025' stars: 5 ai_summary: A single-binary SQL database administrator interface written in Rust. It streamlines querying, schema inspection, and data visualization across multiple RDBMS engines (including SQLite, PostgreSQL, and MySQL) in resource-constrained containerized runtimes. language: Rust resource_type: Web Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c99e0d82a1df7ea3315a001508cbed916e879f1264a16b624637a063f1efd8ee health_score: 100.0 last_checked: 1779031107.403028 needs_ai_refresh: true hierarchy: - Database & Storage Management - Data Administration - UI Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md - docs/devops-tools.md - docs/kubernetes-tools.md v2_locations: - devops-tools.md - databases.md - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-15T20:25:56Z' gh_stars: 3546 discovered_at: '2026-03-15T20:25:56Z' https://github.com/freelensapp/freelens: title: FreeLens description: '' year: '2024' stars: 4 ai_summary: FreeLens is a lightweight, open-source alternative desktop client for managing Kubernetes clusters. It provides platform operators with real-time visual telemetry and container log streams, optimizing daily operational tasks without complex terminal overhead. language: JavaScript resource_type: Desktop Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d276cefc7d35cc51940e7419b703a9a7fce83deb3427ec1a89486e6da03ceb21 health_score: 100.0 last_checked: 1779033072.240303 needs_ai_refresh: true hierarchy: - Cluster Management - GUI Tools - Desktop Clients tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devel-sites.md - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - devel-sites.md - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T21:55:17Z' gh_stars: 5146 discovered_at: '2026-06-13T21:55:17Z' https://github.com/fstab/cifs: title: fstab/cifs description: '' year: '2016' stars: 2 ai_summary: A legacy FlexVolume plugin built to mount remote CIFS/SMB storage shares directly into pods. Although superseded by modern CSI standards, it serves as a valuable historical reference for older storage configuration engines. language: Go resource_type: FlexVolume Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dd7bd3ed45ca585e641d6c0013accb851509d60bbd58229ab13cb656f1fe41a9 health_score: 100.0 last_checked: 1779030615.307162 needs_ai_refresh: true hierarchy: - Storage & Data - Legacy Storage - CIFS/SMB Mounts tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-04T10:15:05Z' gh_stars: 218 discovered_at: '2022-08-04T10:15:05Z' https://github.com/furiko-io/furiko: title: github.com/furiko-io/furiko description: '' year: '2025' stars: 5 ai_summary: Furiko is an advanced execution platform designed to host ad-hoc and cron jobs in complex production clusters. It expands upon native CronJob limitations by offering comprehensive concurrency controls, deep execution history archives, and parameterized triggers suited for high-throughput batch environments. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f67e9269f51d43150e6bdaaee14b29396f934bb39d7b6f75dcc26040a58aafc1 health_score: 100.0 last_checked: 1779029878.568207 needs_ai_refresh: true hierarchy: - Workload Management - Job Scheduling - Cron Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-02-13T13:57:36Z' gh_stars: 502 discovered_at: '2025-02-13T13:57:36Z' https://github.com/futurewei-cloud/arktos: title: Arktos description: '' year: '2024' stars: 0 ai_summary: An alternative, heavily modified Kubernetes runtime architecture optimized for massive multi-tenancy scales. Introduces partition-based controllers and native multi-tenant routing directly inside the API server context. language: Go resource_type: Control Plane complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0b1491439fcc57271dd4c99fc6484111dbdcad7b6e5c55bcf13c381f3ae0eade health_score: 100.0 last_checked: 1781736046.80252 needs_ai_refresh: true hierarchy: - Platform Engineering - Custom Control Planes - Multi-Tenancy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.802520+02:00' https://github.com/gardener/etcd-backup-restore: title: github.com/gardener/etcd-backup-restore description: '' year: '2025' stars: 4 ai_summary: Developed under the Gardener project, this agent automates snapshot generation, compression, and synchronization of multi-node ETCD clusters. Continuously writes transactional delta logs to private S3 endpoints. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d7e53637459bbdca137936836576f26a3d8ff7ad9fa1d18b9739560ce5af879e health_score: 100.0 last_checked: 1779030598.014695 needs_ai_refresh: true hierarchy: - Infrastructure - Control Plane - ETCD Administration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:36:01Z' gh_stars: 329 discovered_at: '2026-06-14T07:36:01Z' https://github.com/gardener/gardener: title: Gardener description: '' year: '2026' stars: 4 ai_summary: Gardener is an advanced open-source CNCF incubating platform designed to manage the lifecycle of thousands of Kubernetes clusters (called shoot clusters) across diverse cloud environments using the 'Kubernetes-on-Kubernetes' pattern. It implements control planes as pods inside admin seeds, ensuring unified, scalable, and highly automated cloud-agnostic day-2 operations. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: b7f0a60e9aed7ab6d0afdc9c5e7e5e44d33801f213b81cda3df302e599ecf70b health_score: 100.0 last_checked: 1779029155.266851 needs_ai_refresh: true hierarchy: - Cluster Management - Multi-Cluster Orchestration - Hyperscale Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:51:13Z' gh_stars: 3394 discovered_at: '2026-06-12T20:51:13Z' https://github.com/gardener/terraformer: title: 'gardener/terraformer: Terraformer' description: '' year: '2026' stars: 2 ai_summary: Terraformer acts as a Kubernetes-native orchestration engine that executes Terraform plans inside isolated Pods. It mitigates the need for external runner machines by converting infrastructure provisioning steps into native custom resource actions. Curator insights show its success inside the Gardener ecosystem, while live engineering validation confirms its critical role in multi-cloud infrastructure bootstrap operations. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4feb7d4dff0d978e9a48fe63e63b6f231ef56043a67d713b653d1073ba13c106 health_score: 100.0 last_checked: 1779030230.991256 needs_ai_refresh: true hierarchy: - Infrastructure - Provisioning - Terraform Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T14:30:05Z' gh_stars: 145 discovered_at: '2026-06-09T14:30:05Z' https://github.com/garutilorenzo/k3s-aws-terraform-cluster: title: garutilorenzo/k3s-aws-terraform-cluster description: '' year: '2021' stars: 2 ai_summary: An open-source repository containing Terraform configurations to bootstrap a lightweight K3s cluster on AWS EC2. Integrates essential security groups, network route assignments, and automatic node clustering through userdata initialization. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f7dcc6728d69946078ab4a9d007dcb40d6bb05c548b969b19c56e124510a8e78 health_score: 100.0 last_checked: 1779031021.323579 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-02-04T16:07:20Z' gh_stars: 166 discovered_at: '2023-02-04T16:07:20Z' https://github.com/garutilorenzo/k8s-aws-terraform-cluster: title: garutilorenzo/k8s-aws-terraform-cluster description: '' year: '2022' stars: 1 ai_summary: An open-source custom framework designed to boot self-managed Kubernetes nodes on EC2 bare instances using custom Terraform manifests. Focuses on full certificate management and network interface manual setup. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9c21b39bd0ec8e64dd91681f4b29a8592fef820e62a4a43a9d2a6a6d833ae52b health_score: 100.0 last_checked: 1779032757.161449 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2024-03-15T11:19:55Z' gh_stars: 79 discovered_at: '2024-03-15T11:19:55Z' https://github.com/gayanvoice/top-github-users: title: Top GitHub Users By Country description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 377a211e15cafdbab77a3a930fbc24784e898d07501f2e59a55e6ad56fb22002 health_score: 100.0 last_checked: 1779033623.317791 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:23.317791+02:00' https://github.com/gcla/termshark: title: termshark description: '' year: '2026' stars: 5 ai_summary: A Go-based terminal user interface (TUI) for `tshark` (Wireshark command-line engine). Enables native, interactive network packet analysis over headless SSH connections on remote servers or Kubernetes nodes without X11 overhead. language: Go resource_type: Utility Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a19fcdc6f6de9dcb1c1d6f4e3372ce3932bd4e3170ded85ec3a190e95467b91d health_score: 100.0 last_checked: 1779033030.860367 needs_ai_refresh: true hierarchy: - Linux - Networking - Diagnostics tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-04-30T06:15:11Z' gh_stars: 9909 discovered_at: '2024-04-30T06:15:11Z' https://github.com/geerlingguy/ansible-for-devops: title: Ansible for DevOps Examples description: '' year: '2024' stars: 5 ai_summary: The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. language: YAML resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 92f4a9fc4627622a11cf72b99e447bec9cb36a3dc0d4afd6645bf75f5e48e49d health_score: 100.0 last_checked: 1779034332.828668 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Ansible - Reference Architectures tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ansible.md - docs/devops.md v2_locations: - devops.md - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-25T06:03:59Z' gh_stars: 9787 discovered_at: '2025-05-25T06:03:59Z' https://github.com/geerlingguy/ansible-for-devops/tree/master/kubernetes: title: 'Ansible for devops: Kubernetes' description: '' year: '2023' stars: 5 ai_summary: This repository contains the official, battle-tested Kubernetes configuration and deployment playbooks accompanying the well-regarded 'Ansible for DevOps' series. It demonstrates structured automation patterns to install, maintain, and bootstrap Kubernetes clusters from bare-metal up to public cloud infrastructure. It serves as a gold-standard reference for blending Ansible's procedural execution model with Kubernetes' declarative state. language: YAML resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 42b15252dd72404b85198e54e9f03237bb980d450270ea2d5b67beb6685e0144 health_score: 100.0 last_checked: 1779033592.020544 needs_ai_refresh: true hierarchy: - Automation - Configuration Management - Infrastructure as Code tags: - ENTERPRISE-STABLE v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-25T06:03:59Z' gh_stars: 9787 discovered_at: '2025-05-25T06:03:59Z' https://github.com/geerlingguy/ansible-role-docker: title: "Ansible Role: Docker \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: An exceptionally popular and robust Ansible role designed by Jeff Geerling to handle complete installation and configuration of Docker on diverse Linux distros. It sets up the Docker daemon, manages system services, and handles dependencies. language: YAML resource_type: Role complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0415ef3aef3db9596af58284d93bb08742cbf9389d32ca8133ceb9e60988e3fb health_score: 100.0 last_checked: 1779032173.427523 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Docker Deployment tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-22T02:35:44Z' gh_stars: 2270 discovered_at: '2026-04-22T02:35:44Z' https://github.com/geerlingguy/ansible-role-jenkins: title: ansible-role-jenkins description: '' year: '2025' stars: 3 ai_summary: A widely adopted Ansible playbook automation framework for preparing enterprise Linux hosts to run Jenkins controllers. Includes baked-in configurations for repository keys, dependencies, and default configurations. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1f381e6c741c1768e123bf4991e9b5721919361566a2823f36adf1d84ac5eebc health_score: 100.0 last_checked: 1779031021.254763 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Configuration Management - Ansible Roles tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-04T20:09:59Z' gh_stars: 852 discovered_at: '2026-03-04T20:09:59Z' https://github.com/geerlingguy/ansible-role-kubernetes: title: Ansible Role - Kubernetes (Jeff Geerling) description: '' year: '2026' stars: 5 ai_summary: Jeff Geerling's highly popular, community-standard Ansible role designed to automate core system dependencies, swap disabling, package installations, and initial Kubeadm commands on Debian and RedHat distributions, simplifying playbooks deployment. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ec20419456edd443a34a1cf535161ce7cd267c0bc4f2c98fe0a6bcda0340f4b7 health_score: 100.0 last_checked: 1779033655.948076 needs_ai_refresh: true hierarchy: - Provisioning - Ansible - Roles tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-28T04:12:15Z' gh_stars: 626 discovered_at: '2025-11-28T04:12:15Z' https://github.com/genuinetools/contained.af: title: 'github.com/genuinetools: contained.af' description: '' year: '2017' stars: 4 ai_summary: An interactive playground/educational sandbox platform engineered to test and explore container breakout vectors, Linux namespaces, and capabilities. Created by Jessie Frazelle, it provides runtime validation for assessing container syscall restrictions. language: Go resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4fab4e4846007403029a55064c80876c43c64e8dec263fb7a66b06e8cdf4db68 health_score: 100.0 last_checked: 1779033068.534307 needs_ai_refresh: true hierarchy: - Security - Container Sandboxing - Educational Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-05-11T20:38:28Z' gh_stars: 906 discovered_at: '2023-05-11T20:38:28Z' https://github.com/genuinetools/img: title: img description: '' year: '2026' stars: 5 ai_summary: Img is a standalone, daemonless, and unprivileged container image builder designed on top of BuildKit. It allows users to build OCI images in secure, rootless environments without mounting privileged Docker sockets, which is highly beneficial for isolated CI/CD pipelines. While development has cooled down in favor of upstream BuildKit or Kaniko, it remains a pioneering reference tool for secure image building. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 0b7ad58af06e4f93f6af11e2d6547d478fe08c09914acc88f1dac481bcf9723b health_score: 100.0 last_checked: 1779029884.087404 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Image Building tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-19T22:07:07Z' gh_stars: 3986 discovered_at: '2024-05-19T22:07:07Z' https://github.com/geritol/secret-backup-operator: title: Secret backup operator description: '' year: '2020' stars: 1 ai_summary: A specialized operator built to detect secrets across namespaces and back them up securely into encrypted target destinations. Serves as a useful narrow-scope disaster recovery mechanism, but has been replaced by global suites. language: Go resource_type: Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 42b31d1715d385ad4a02d32aefbf817e31b912c7ac130e3cd62f7e54379ab832 health_score: 100.0 last_checked: 1779031645.773688 needs_ai_refresh: true hierarchy: - Security & Identity - Configuration Management - Backup Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-31T12:48:52Z' gh_stars: 13 discovered_at: '2024-05-31T12:48:52Z' https://github.com/germainlefebvre4/ns-killer: title: NS Killer description: '' year: '2022' stars: 1 ai_summary: A utility created to clean up persistent namespaces stuck in the Terminating state, often caused by lingering finalizers on external resources. It safely identifies blockages, clears remaining finalizers, and forces deletion without compromising API health. language: Go resource_type: CLI / Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7595722e195c0c1cb8347dc9e1138f2bd73a45b915a67684c7a47187f6c7f2af health_score: 100.0 last_checked: 1779029292.262313 needs_ai_refresh: true hierarchy: - Cluster Management - Resource Cleanup - Namespace Recovery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-08T11:41:58Z' gh_stars: 18 discovered_at: '2022-12-08T11:41:58Z' https://github.com/getanteon/anteon: title: ddosify/ddosify description: '' year: '2021' stars: 5 ai_summary: Rebranded from Ddosify to Anteon, this is a high-performance, developer-centric network load-testing and observability platform. It allows simulating high concurrency to benchmark REST APIs, HTTP endpoints, and Kubernetes workloads. language: Go resource_type: Testing Engine complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 8b7dda6a22f3f966051a09000c96f03bb5ccc95cf32998df7d8488951c2e0913 health_score: 100.0 last_checked: 1779130495.027826 needs_ai_refresh: true hierarchy: - Performance & Testing - Load Testing - Observability tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-03-04T10:47:26Z' gh_stars: 8528 discovered_at: '2026-03-04T10:47:26Z' https://github.com/getporter/porter: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d16c8c4fa6a257c0d88cb0d8f09ebc35e09a0aa1ea8ea0c64715ddba039a6723 health_score: 100.0 last_checked: 1779032185.321365 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:25.321365+02:00' https://github.com/getseabird/seabird: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 46c7815a6286cdad936489cbdfe7128e6d24e688204585a7debe0ccdba47e4d1 health_score: 100.0 last_checked: 1779032521.784528 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:01.784528+02:00' https://github.com/getsops/sops: title: "sops: Simple and flexible tool for managing secrets \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An essential open-source tool for file-level encryption inside configuration management pipelines. SOPS supports partial file encryption for formats like YAML, JSON, and ENV, integrating natively with AWS KMS, GCP KMS, Azure Key Vault, HashiCorp Vault, age, and PGP. It is highly valued in GitOps workflows for its ability to securely commit encrypted configurations. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ed65338f4cf9d0235bd8e6c3136131b05984892aa6f0cdaabfd1d56bc233683d health_score: 100.0 last_checked: 1779130495.00683 needs_ai_refresh: true hierarchy: - Security - Secrets Management - GitOps Encrypted Secrets tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md - docs/terraform.md v2_locations: - devsecops.md - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-06-13T13:42:34Z' gh_stars: 22092 discovered_at: '2026-06-13T13:42:34Z' https://github.com/gfkse/jenkins-shared-library: title: "Declarative Pipeline - Jenkins shared library \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: An open-source reference implementation of a Jenkins Declarative Shared Library. Contains practical, modular code examples for static security analysis, test result formatting, container compilation, and real-time Slack notification integrations. language: Groovy resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 336a3650b81c6d9917f3c2ce89a4209f890a331bc5894c1a852a86fc628b83ad health_score: 100.0 last_checked: 1779030401.52708 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Shared Libraries - Production Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2019-05-03T11:38:19Z' gh_stars: 22 discovered_at: '2019-05-03T11:38:19Z' https://github.com/ggicci/httpin: title: 'ggicci/httpin: HTTP Input for Go' description: '' year: N/A stars: 0 ai_summary: Curator Insight introduces httpin as a declarative way to decode HTTP request data (query, headers, body) directly into Go structs. Live Grounding confirms it's a popular tool for clean controller interfaces, reducing imperative parsing code in Go web microservices. language: English resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 659e16434a94cd541d92b16bcc6b1e2c9ae58c77edcd047933dfd5a9be53a904 health_score: 100.0 last_checked: 1779031712.403094 needs_ai_refresh: true hierarchy: - Cloud Native - Web Frameworks - Request Binding tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-28T17:48:28Z' gh_stars: 385 discovered_at: '2026-05-28T17:48:28Z' https://github.com/gianlucam76/k8s-cleaner: title: "github.com/gianlucam76/k8s-cleaner \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A dynamic garbage-collection engine built to maintain clean, clutter-free cluster environments. By looking up orphaned, obsolete, or outdated configmaps, secrets, persistent volumes, and failed pods, it prunes cluster footprints against user-defined scheduling filters. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 26b97509c6b90de108c22f7d0fd95a2e8c0f4c50d694bf37a22d7221a315e6d2 health_score: 100.0 last_checked: 1779033429.03164 needs_ai_refresh: true hierarchy: - Operations & Reliability - Cluster Cleanup - Resource Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T19:53:05Z' gh_stars: 791 discovered_at: '2026-06-12T19:53:05Z' https://github.com/gimlet-io/gimletd: title: gimletd - the GitOps release manager description: '' year: '2024' stars: 5 ai_summary: A modern GitOps release management controller bridging developer workflows and active Git repositories. Gimletd acts as a release queue, facilitating pull request previews, rolling deployments, and instant rollbacks. Offers an intuitive UI alternative for deployment-heavy dev teams. language: Go resource_type: Service complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 43b378c03c6da86876294318ac70f09361d86a2fb5da66149d0511b37c3a67d2 health_score: 100.0 last_checked: 1779034046.056252 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Release Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-15T10:57:47Z' gh_stars: 24 discovered_at: '2022-02-15T10:57:47Z' https://github.com/gini/dexter: title: gini/dexter description: '' year: '2020' stars: 5 ai_summary: 'Curator Insight: An OIDC-helper CLI tool for generating kubectl credential configurations. Live Grounding: Inactive for over 4 years; considered legacy under Nubenetes MVQ rules. It has been superseded by tools like kubelogin.' language: Go resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b11c25939eda17cb4b637647b1e2e2811dcd834b4766f1939239a637bc2dc797 health_score: 100.0 last_checked: 1779030529.567501 needs_ai_refresh: true hierarchy: - Security - Identity & Access - OIDC - Legacy Tools tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-15T09:16:14Z' gh_stars: 168 discovered_at: '2025-05-15T09:16:14Z' https://github.com/giscus/giscus: title: github.com/giscus/giscus description: '' year: '2021' stars: 5 ai_summary: A database-free comment widget powered natively by GitHub Discussions. Explores how mapping comments directly into static markdown contexts eliminates expensive self-hosted database servers and prevents tracking risks on modern JAMstack websites. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b22fa6822fa703d1b785a0d49ec3a04682c68d95560f2c34a0db20da4b105fa0 health_score: 100.0 last_checked: 1779030346.657435 needs_ai_refresh: true hierarchy: - Developer Platform - Collaboration Tools - Static Sites tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-26T22:20:10Z' gh_stars: 11784 discovered_at: '2026-05-26T22:20:10Z' https://github.com/git-bug/git-bug: title: github.com/MichaelMure/git-bug description: '' year: '2024' stars: 5 ai_summary: An open-source, fully distributed bug tracking mechanism built directly on Git metadata. It embeds ticket management histories directly into the source control system itself, permitting offline bug tracking, decentralized issue resolution, and programmatic API access. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4c83960b8e5b1a513bec83e62833dc0dcf470ddaa0f59fdbf8412e05610aa34c health_score: 100.0 last_checked: 1779130494.938403 needs_ai_refresh: true hierarchy: - DevOps - Version Control - Distributed Issue Tracking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-10T16:43:20Z' gh_stars: 9899 discovered_at: '2026-06-10T16:43:20Z' https://github.com/git-ecosystem/git-credential-manager: title: Git Credential Manager Core description: '' year: '2024' stars: 5 ai_summary: Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle management away from developers. language: C# resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2a25383d14eb101fbfb2319c46825dd6d3f682fd4ca51e44de459bd0354e2bf0 health_score: 100.0 last_checked: 1779130494.960837 needs_ai_refresh: true hierarchy: - DevOps - Version Control - Identity & Access Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md - docs/git.md v2_locations: - devsecops.md - git.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-04T16:55:49Z' gh_stars: 8978 discovered_at: '2026-06-04T16:55:49Z' https://github.com/git-lfs/git-lfs: title: 'git-lfs/git-lfs: Git Large File Storage' description: '' year: '2024' stars: 5 ai_summary: An open-source Git extension that swaps massive media elements and build binaries for lightweight reference pointers. Reduces main repository bloat to improve checkout times in large-scale operations. language: Go resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7ea220e77ce55e3306722f54f095daa96bef1d6cefda24f07b7a67d61bc52c92 health_score: 100.0 last_checked: 1779030531.753526 needs_ai_refresh: true hierarchy: - DevOps - Version Control - Large File Archival tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T23:00:26Z' gh_stars: 14313 discovered_at: '2026-06-12T23:00:26Z' https://github.com/github/hub: title: "github/hub \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 19e5325c8cceef53dda6b4eea55c83bef59a3aa0e8ee368acf5fd214f49edef8 health_score: 100.0 last_checked: 1779033084.921753 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.921753+02:00' https://github.com/github/roadmap: title: "GitHub public roadmap \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Open-source repository compiling features and timelines across the GitHub product spectrum. Enables platform architects to plan internal upgrades matching upcoming core features. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3df3a08ca659e1b2ddf4eb812dc358c39a576f565facbb5044553cf4d28125c6 health_score: 100.0 last_checked: 1779034208.361737 needs_ai_refresh: true hierarchy: - Developer Platforms - Product Strategy - GitHub Roadmap tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2024-10-15T17:31:37Z' gh_stars: 8766 discovered_at: '2024-10-15T17:31:37Z' https://github.com/github/spec-kit: title: GitHub Spec Kit description: Toolkit to help you get started with Spec-Driven Development (SDD) using AI. year: '2025' stars: 4 ai_summary: GitHub Spec Kit is an open-source toolkit designed to formalize AI-assisted software engineering through Spec-Driven Development (SDD) [1.1.4]. It shifts the traditional software lifecycle by making technical specifications executable, directly generating working implementations via AI agents like GitHub Copilot, Claude Code, or Gemini. The toolkit organizes development into discrete phases, transforming high-level requirements into structured blueprints, technical plans, and manageable task definitions to reduce prompt iteration overhead. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 4de024c361339bcc8fb99b926d6f1beb76c2fa87eb92ee34f402417484763e09 health_score: null last_checked: 1780352003.689787 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Agents - Spec-Driven Development tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-06-01T20:04:05Z' gh_stars: 107576 reputation_status: Vetted reputation_summary: Widely praised by AI engineers as a structured and disciplined methodology for escaping the limits of raw prompt engineering, providing templates and CLI scripts to guide AI agents systematically. social_preview_url: https://opengraph.githubassets.com/807cdd7d241e22dff14f616d078c92a80e56d2468c298fdde183319861aecdc2/github/spec-kit source_provenance: X.com (nubenetes) suggested_new_category: spec-driven-development discovered_at: '2026-06-01T20:04:05Z' https://github.com/gitkraken/vscode-gitlens: title: GitLens interactive rebase description: '' year: '2016' stars: 5 ai_summary: Detailed documentation on GitLens' visual interactive rebase tool, which translates raw CLI rebase structures into a drag-and-drop workspace UI within VS Code, significantly reducing risks when rewriting commit histories. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e89e808f4e2a1a244907443e3d923b40bba53c989aadd137e8c9d01c1f32047b health_score: 100.0 last_checked: 1779130494.990298 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Git Extensions tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T10:03:33Z' gh_stars: 9841 discovered_at: '2026-06-13T10:03:33Z' https://github.com/gitops-working-group/gitops-working-group: title: "GitOps Working Group \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: CNCF-sponsored GitOps Working Group focusing on developing unified industry specifications. Establishes the core principles of GitOps (declarative state, version control, automated pull, active reconciliation) for tool development interoperability. language: None resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9d9764e6cf92f70eccb5378965fcc8346d1d78f9debc8e4fda5788f611d575b3 health_score: 100.0 last_checked: 1781736234.959606 needs_ai_refresh: true hierarchy: - Continuous Delivery - GitOps - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:54.959606+02:00' https://github.com/gitpod-io/gitpod: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: eb24ad27f36de528892de45b55c410dbad56c44b555c6b0bd8bef22f602d478d health_score: 100.0 last_checked: 1779032575.059455 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:55.059455+02:00' https://github.com/glasskube/glasskube: title: github.com/glasskube/glasskube description: '' year: '2024' stars: 5 ai_summary: The official open-source repository for Glasskube, a next-generation package manager for Kubernetes written in Go. Glasskube simplifies package discovery, automated lifecycle updates, and dependency mapping through structured Custom Resource Definitions (CRDs) and robust validation. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 51da47e4c55388dcbd40159d1da61eab11290ca9f40668d796fc7f68eada02b0 health_score: 100.0 last_checked: 1779031440.643525 needs_ai_refresh: true hierarchy: - Deployment & Delivery - Package Management - Glasskube tags: - '[DE FACTO STANDARD]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:40:36Z' gh_stars: 3494 discovered_at: '2026-06-14T05:40:36Z' https://github.com/glebiller/dynamic-configuration-operator: title: 'glebiller/dynamic-configuration-operator: Dynamic Configuration Operator' description: '' year: '2024' stars: 5 ai_summary: A custom controller facilitating zero-downtime, runtime application configurations. It tracks custom properties and systematically updates downstream ConfigMaps or dynamic configurations directly in pod filespaces without triggering heavy, traffic-disruptive pod recycling loops. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ab73ad174bcf814e3f621425b5ac4802c3a7e8aa4e02c0efbe27e46fe06c4071 health_score: 100.0 last_checked: 1779029270.305981 needs_ai_refresh: true hierarchy: - Platform Engineering - GitOps & Configuration - Dynamic Configurations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-06-03T06:48:17Z' gh_stars: 34 discovered_at: '2022-06-03T06:48:17Z' https://github.com/globalbao/awesome-azure-policy: title: 'globalbao/awesome-azure-policy: AWESOME-Azure-Policy' description: '' year: '2026' stars: 5 ai_summary: A comprehensive collection of custom Azure Policy definitions, initiative templates, and execution scripts. This project enables cloud architects to enforce automated governance, compliance frameworks, and infrastructure standards across complex tenant hierarchies. Highly valuable for heavily regulated financial and healthcare cloud environments. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4bcbfb219e6301b4449591249dd3eacaa370c52beff27636ea05d853936c98b9 health_score: 100.0 last_checked: 1779031258.610477 needs_ai_refresh: true hierarchy: - Cloud Security - Azure - Governance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-30T07:05:04Z' gh_stars: 539 is_special: true discovered_at: '2026-05-30T07:05:04Z' https://github.com/gnunn1/openshift-basic-pipeline: title: github.com/gnunn1/openshift-basic-pipeline description: '' year: '2019' stars: 0 ai_summary: Curator Insight highlights this duplicate resource as a persistent reference point for the basic OpenShift pipeline. Live Grounding reinforces that its utility lies in simple demonstrations of source-to-image (S2I) pipelines. It highlights the simplicity of legacy OpenShift-Jenkins plugins before the emergence of cloud-native Tekton workflows. language: Groovy resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a647dcf14582f30395fec73319ca966d76c8fabb4554cc7c77eb763547055ccd health_score: 100.0 last_checked: 1781735911.005016 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Red Hat OpenShift - Jenkins Pipelines - Deployment Automation tags: - '[LEGACY]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.005016+02:00' https://github.com/go-ini/ini: title: go-ini/ini description: '' year: N/A stars: 0 ai_summary: A feature-rich, high-performance ini file parser for Go. Offers seamless serialization and deserialization, essential for managing localized configuration states in production environments. language: en resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eec84d4d40fc09b044a8f6c1758e6e5a22920b45839ee1378963ed77a39d9327 health_score: 100.0 last_checked: 1779030482.900576 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T02:52:00Z' gh_stars: 3542 discovered_at: '2026-06-10T02:52:00Z' https://github.com/go-kratos/kratos: title: go-kratos/kratos description: '' year: N/A stars: 0 ai_summary: Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, and pluggable service discovery protocols. language: English resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d8b3a5966beaa392e91423c1174ec333d1ef65a03fcf0313da905127cdc1fc12 health_score: 100.0 last_checked: 1779030721.06999 needs_ai_refresh: true hierarchy: - Architecture - Microservices - Go Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T17:48:15Z' gh_stars: 25727 discovered_at: '2026-06-11T17:48:15Z' https://github.com/go-skynet/LocalAI: title: LocalAI description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 22c3a959143855b286babc422ceccdbd022b124fd2220eec15235cad4803b2c0 health_score: 100.0 last_checked: 1779034296.171325 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ai-agents-mcp.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:36.171325+02:00' https://github.com/go-zepto/zepto: title: Zepto is a lightweight framework for the development of microservices & web services in golang description: '' year: N/A stars: 0 ai_summary: A lightweight web framework designed to simplify microservices development in Go. Features automated dependency injection and routing, though development has cooled in favor of active community-driven alternatives. language: en resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cd34e31948109028cf2239a268e2d9f884dfa4ba6f15914135009845a011d473 health_score: 100.0 last_checked: 1779031850.503621 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Microservices Frameworks tags: - '[COMMUNITY-TOOL]' - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-01-07T14:05:13Z' gh_stars: 114 discovered_at: '2023-01-07T14:05:13Z' https://github.com/goatlas-io/atlas: title: goatlas-io/atlas description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: afb0eb2f01f5db918bb1761d46da28dd13947142d475ec0e9c3f5ed19c258ec6 health_score: 100.0 last_checked: 1779033573.268645 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:59:33.268645+02:00' https://github.com/goauthentik/authentik: title: github.com/goauthentik/authentik description: '' year: '2026' stars: 5 ai_summary: authentik is an open-source identity infrastructure built to provide modern Single Sign-On (SSO), Multi-Factor Authentication (MFA), and fine-grained user access rules. It integrates with Kubernetes deployments using a highly scalable microservice design. This platform allows teams to build complex access policies for internal services and external applications alike. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 5667bad915e0520f49618d37b1daa9f940904e5060b23e00c447c611c1ba0cca health_score: 100.0 last_checked: 1779029226.095822 needs_ai_refresh: true hierarchy: - Security - Identity & Access Management - SSO Solution tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T00:41:18Z' gh_stars: 21988 discovered_at: '2026-06-14T00:41:18Z' https://github.com/gobins/vault-controller: title: vault-controller description: '' year: '2022' stars: 0 ai_summary: A lightweight Kubernetes controller designed to inject HashiCorp Vault secrets natively into container execution environments. Simplifies authorization configurations and decouples microservices from vendor-specific secrets SDKs. language: Go resource_type: Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0f0b1d87c0f9618baece440b7ad2667cf8f9fc3ee00b642ca47fc1e5ce33eba4 health_score: 100.0 last_checked: 1781736046.681833 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.681833+02:00' https://github.com/gofireflyio/aiac: title: "==gofireflyio/aiac== \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: Duplicate entry of the AI-powered infrastructure command-line application (aiac). Generates clean IaC templates, Dockerfiles, and CI pipelines through natural language translation engines. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 16958b5e621a23c03b7845ca069d5e42569f1849e4f47ab8dfe68ad37590061e health_score: 100.0 last_checked: 1779030531.762656 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - Infrastructure as Code - AI Code Generation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-24T10:56:24Z' gh_stars: 3792 discovered_at: '2026-03-24T10:56:24Z' https://github.com/golang-design/history: title: golang-design/history description: '' year: N/A stars: 0 ai_summary: An extensive curated historical archive documenting the design decisions, proposals, and development milestones of the Go programming language. language: en resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7339e336df835b857a302fd667af564836465a85c72b527e858a778d4ed44923 health_score: 100.0 last_checked: 1779033765.72059 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-06T19:29:25Z' gh_stars: 1075 discovered_at: '2026-06-06T19:29:25Z' https://github.com/golang/go: title: github.com/golang/go description: '' year: N/A stars: 0 ai_summary: The open-source repository containing the implementation of the Go toolchain, compiler, and runtime. Underpins the entire modern container and cloud-native ecosystem (Docker, Kubernetes). language: en resource_type: Repository complexity: Expert is_microservice: false status: online addition_method: manual content_hash: 79341eaf95307021dd1bc772541b237cee35cd3b9c08f66c3254a5d69b65bd3d health_score: 100.0 last_checked: 1779033074.831687 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-13T23:52:29Z' gh_stars: 134684 discovered_at: '2026-06-13T23:52:29Z' https://github.com/golang/vscode-go/blob/master/README.md: title: "github.com/golang/vscode-go \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Visual Studio Code Go extension, providing rich language support via the Go Language Server (gopls). Integrates Delve for robust debugging, automated importing, structural profiling, and diagnostic testing. language: Go resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cc3240753fe6261e8fa0d776a10f0b1677bd4802ba2b0ef21e509d554f581fe0 health_score: 100.0 last_checked: 1779031808.319067 needs_ai_refresh: true hierarchy: - Development Environment - Language Tooling - Go tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T12:13:43Z' gh_stars: 4252 discovered_at: '2026-06-13T12:13:43Z' https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md: title: NodeJS Best Practices (Spanish Translation) description: '' year: '2024' stars: 5 ai_summary: Spanish localization of the leading Node.js architecture and security handbook. It offers comprehensive design blueprints covering error handling, clean architecture, security, production readiness, and testing guidelines for scalable enterprise systems. language: Spanish resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: df5a4da988f2552a67dd3a172925d42383d550e36d6f8e1b81064fb26bab1585 health_score: 100.0 last_checked: 1779031258.968794 needs_ai_refresh: true hierarchy: - Software Engineering - Web Development - NodeJS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md - docs/golang.md - docs/introduction.md v2_locations: - golang.md - cheatsheets.md - introduction.md youtube_mosaic: {} gh_license: CC-BY-SA-4.0 gh_pushed: '2025-04-15T21:52:42Z' gh_stars: 105318 discovered_at: '2025-04-15T21:52:42Z' https://github.com/google/agents-cli: title: Google Agents CLI description: '' year: '2025' stars: 4 ai_summary: An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. language: TypeScript resource_type: CLI Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4fec61eed9d0bc778980dba4be9db4bfa0284b1b76b7d78504560aea1f89e11b health_score: 100.0 last_checked: 1779030952.276939 needs_ai_refresh: true hierarchy: - AI & Orchestration - Agentic Workflows - Command-Line Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/GoogleCloudPlatform.md - docs/ai.md - docs/kubernetes.md v2_locations: - ai.md - GoogleCloudPlatform.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T17:15:35Z' gh_stars: 2853 discovered_at: '2026-06-10T17:15:35Z' https://github.com/google/clusterfuzzlite: title: "==google/clusterfuzzlite== \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: Lightweight alternative to ClusterFuzz designed specifically for CI/CD environments. Easily executes security fuzz testing on target APIs to find memory leaks, crashes, and buffer overflows. language: C++ resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f70c6ca268f229a4fc89430b03ab374f2bdd032445512d6588590b935b704860 health_score: 100.0 last_checked: 1779032173.538572 needs_ai_refresh: true hierarchy: - Security - Static Analysis - Fuzzing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-12T15:25:29Z' gh_stars: 528 discovered_at: '2026-02-12T15:25:29Z' https://github.com/google/gke-policy-automation: title: google/gke-policy-automation description: '' year: '2024' stars: 5 ai_summary: A Google-maintained open-source tool designed to automate policy audits on GKE cluster setups using Open Policy Agent (OPA) Gatekeeper. This utility inspects cluster configuration dumps against best practices, helping security engineers secure their container footprints. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8c4bd76ded37e113156180ddd6a73bfde883f62e27d71f70c15751586c8b378b health_score: 100.0 last_checked: 1779029821.086505 needs_ai_refresh: true hierarchy: - Cloud Providers - Google Kubernetes Engine (GKE) - Security & Compliance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-20T02:49:20Z' gh_stars: 524 discovered_at: '2025-11-20T02:49:20Z' https://github.com/google/go-containerregistry: title: "==github.com/google/go-containerregistry== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: go-containerregistry is a powerful library and CLI suite developed by Google for interacting with OCI (Open Container Initiative) registries. It allows Go applications to pull, push, analyze, and manipulate images and manifests directly over the network without needing a running Docker daemon. It serves as the programmatic foundational backbone for many modern cloud-native deployment tools, container security scanners, and custom platform architectures. language: Go resource_type: Library complexity: High is_microservice: false status: online addition_method: manual content_hash: 824bcad8179ee7eaed9201881d94b083b2c5691fa73025ef25044107e77de14d health_score: 100.0 last_checked: 1779030087.170144 needs_ai_refresh: true hierarchy: - Infrastructure - Container Registries - Go Library tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:46:16Z' gh_stars: 3918 discovered_at: '2026-06-12T17:46:16Z' https://github.com/google/jsonnet/tree/master/case_studies/kubernetes: title: jsonnet data templating language description: '' year: '2026' stars: 5 ai_summary: A data templating language designed for application configurations. This case study demonstrates how Jsonnet models complex Kubernetes resources through variables, imports, conditionals, and functions, generating valid JSON configurations that compile directly into clean Kubernetes YAML. language: Jsonnet resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 12857cf535306b3dff99a713012717134fb582719ffdc0e27fb1d47c0b1aa38a health_score: 100.0 last_checked: 1779029325.748232 needs_ai_refresh: true hierarchy: - Configuration - CDK & DSLs - Jsonnet tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-30T14:23:57Z' gh_stars: 7517 discovered_at: '2026-03-30T14:23:57Z' https://github.com/google/ko: title: "Ko: Easy Go Containers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8e4aa65a2a01aa4d4deeccc0b4ae26eb2ced7e4e50f7646be6e4769db788190a health_score: 100.0 last_checked: 1779032383.809977 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.809977+02:00' https://github.com/google/log4jscanner: title: ==google/log4jscanner== description: '' year: '2021' stars: 5 ai_summary: Google's high-speed scanning utility developed to locate vulnerable Log4j dependencies within local file structures and directory trees. Written in Go, it parses unpackaged Java archives to identify compromised signatures. It is an excellent tool for performing fast, offline validation on build artifacts. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fc5d86790279e6ff9b96ad807c47be809311d97fb5c9c964ef1b3f7745a767ee health_score: 100.0 last_checked: 1779033051.547248 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4Shell Scanners tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-06-30T03:03:00Z' gh_stars: 1563 discovered_at: '2022-06-30T03:03:00Z' https://github.com/google/prometheus-slo-burn-example: title: 'opensource.google: Prometheus SLO example' description: '' year: '2021' stars: 5 ai_summary: Google's open-source templates demonstrating complex multi-window, multi-burn-rate Alerting on Service Level Objectives (SLOs) within Prometheus. Establishes the standard implementation of modern SRE monitoring guidelines. language: YAML resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b7c0dc57df89b3d6482acc1bd04f343b8036d2a66d653d9f4e9a6c728a3d7b14 health_score: 100.0 last_checked: 1779130495.017053 needs_ai_refresh: true hierarchy: - Observability - SLAs & SLOs - Reference Implementation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2019-05-30T22:29:10Z' gh_stars: 142 discovered_at: '2019-05-30T22:29:10Z' https://github.com/google/python-fire: title: "==google/python-fire== \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Curator Insight presents Google Fire as a library that instantly derives fully operational CLI endpoints from any Python object. Live Grounding confirms its extensive use in data engineering pipelines to easily export complex programmatic code without setting up manual parsing boilerplate. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: df1413081fc9aef12fa7c88d8bbc3cb120d92ededd11fb30233d7fb4aa04e4c8 health_score: 100.0 last_checked: 1779031341.791523 needs_ai_refresh: true hierarchy: - Software Engineering - Python - CLI Generation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-01T09:05:35Z' gh_stars: 28203 discovered_at: '2026-04-01T09:05:35Z' https://github.com/google/slo-generator: title: SLO Generator description: '' year: '2023' stars: 5 ai_summary: A comprehensive open-source tool built to parse SLO specifications and compute service level indicators, supporting data extraction from both Prometheus and diverse multi-cloud storage backends. language: Python resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6804779cb9fa416c8845d60e0658b4fdfd304dd8fbbb3dd05572636f646aa30a health_score: 100.0 last_checked: 1779034084.935779 needs_ai_refresh: true hierarchy: - Observability - SLAs & SLOs - Generators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T22:39:22Z' gh_stars: 562 discovered_at: '2026-06-03T22:39:22Z' https://github.com/google/zx: title: zx description: '' year: '2021' stars: 5 ai_summary: A modern execution tool built by Google that lets developers write robust scripting pipelines using JavaScript or TypeScript. It automates child-process management, string escaping, and error checks. Live Grounding validates it as a major evolutionary replacement for unwieldy Bash scripts in contemporary pipelines. language: JavaScript resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ff190bac51cf391fef3a8488556200dd011adf69335c4f95bc65c1c6b4e572c6 health_score: 100.0 last_checked: 1779034484.802969 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Shell Scripting - Modern Shell Alternatives tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T01:03:50Z' gh_stars: 45534 discovered_at: '2026-06-13T01:03:50Z' https://github.com/gopaddle-io/configurator: title: gopaddle-io/configurator description: '' year: '2020' stars: 2 ai_summary: An automation controller watching ConfigMap and Secret events to automatically trigger rolling updates on corresponding workloads. It bridges configuration state changes with zero-downtime deployment workflows without manual redeploys. language: Go resource_type: Kubernetes Controller complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ed41f1daa82d28b02c69ace91ecc18809c7f6a2b3317a36f8970cab7c991abf6 health_score: 100.0 last_checked: 1779029565.846619 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Dynamic Configurations - Lifecycle Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-29T21:07:12Z' gh_stars: 115 discovered_at: '2024-01-29T21:07:12Z' https://github.com/goss-org/goss: title: aelsabbahy/goss description: '' year: '2016' stars: 4 ai_summary: Goss is an ultra-fast, YAML-based infrastructure validation and health-checking tool. Commonly utilized in Kubernetes as a minimal, lightweight container liveness/readiness probe or system validation suite. language: Go resource_type: Validation Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 599d7c114ad70f7c2533e2919513ae4ff015891c840061c6ab79b4a54b3d841f health_score: 100.0 last_checked: 1779130494.957846 needs_ai_refresh: true hierarchy: - Performance & Testing - Cluster Validation - Health Checking tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T18:19:17Z' gh_stars: 5904 discovered_at: '2026-06-08T18:19:17Z' https://github.com/govirtuo/kube-ns-suspender: title: "govirtuo/kube-ns-suspender \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7ccc734e40d5f5bd2b9af238148c21df9beb035f7096a975756f0a216da1799c health_score: 100.0 last_checked: 1779032245.469833 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:25.469833+02:00' https://github.com/grafana/agent: title: 'grafana/agent: Grafana Agent' description: '' year: '2024' stars: 5 ai_summary: An agent for metrics, logs, and trace collection. Live grounding confirms Grafana Agent is now deprecated and succeeded by Grafana Alloy, the vendor's unified telemetry collector for OpenTelemetry and Prometheus. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 42acde43745effb075e35bcdad1e042924521a26e511954e82c2f16f694308c4 health_score: 100.0 last_checked: 1779032380.873074 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Data Collection - Telemetry Agents tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T21:15:40Z' gh_stars: 1709 discovered_at: '2026-06-13T21:15:40Z' https://github.com/grafana/mimir: title: github.com/grafana/mimir description: '' year: '2022' stars: 5 ai_summary: Grafana Mimir is a highly scalable, multi-tenant database for long-term Prometheus metrics storage. Engineered to easily process billions of active series with fast query performance and operational isolation. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 35393723f9f6fa4ec27a899e1205b638a027699ee62dd5194b00e31a44903221 health_score: 100.0 last_checked: 1779031615.76551 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Metrics Storage - Scalable TSDB tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-14T09:48:11Z' gh_stars: 5124 discovered_at: '2026-06-14T09:48:11Z' https://github.com/grafana/tanka: title: tanka description: '' year: '2026' stars: 4 ai_summary: Grafana Tanka is an enterprise-grade configuration utility that uses the Jsonnet programming language to generate declarative Kubernetes manifests. By replacing raw YAML files with reusable functions and nested structures, Tanka ensures clean modularity across complex multi-cluster environments. It is highly valued for managing complex observability deployments like Prometheus and Grafana stacks. language: Go resource_type: Configuration Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f0f449caab037a1b55ce5c7b9466a4e5e7ec80d143f698945ad0c9736c23a67c health_score: 100.0 last_checked: 1779033309.782178 needs_ai_refresh: true hierarchy: - Application Delivery - Configuration Management - Jsonnet tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:21:30Z' gh_stars: 2670 discovered_at: '2026-06-14T05:21:30Z' https://github.com/grafana/tempo: title: Grafana Tempo description: '' year: '2026' stars: 5 ai_summary: A high-scale, cost-effective distributed tracing backend designed to work exclusively with object storage like S3 or GCS. In 2026, Tempo has consolidated its position as the premier choice for large-scale enterprise tracing, deeply integrated with Grafana Loki and Mimir to correlate logs, metrics, and traces. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 78d8cbe88fd38721caa5f8f4b399878c4a62eeee3cdee4ff12d1f5e5fa996c27 health_score: 100.0 last_checked: 1779033704.880252 needs_ai_refresh: true hierarchy: - Cloud Native - Observability - Distributed Tracing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-13T17:10:29Z' gh_stars: 5305 discovered_at: '2026-06-13T17:10:29Z' https://github.com/gravitational/teleport: title: "Teleport \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The premier multi-protocol infrastructure access gateway. Teleport consolidates SSH, database, web app, and Kubernetes API session access into an audited, identity-backed portal with detailed record-keeping, biometric integration, and enterprise access reviews. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: 99ad550caec041b2881b70c1e9bc86ad0de2257122e7f4e21981d3f2bee4fde7 health_score: 100.0 last_checked: 1779033610.096393 needs_ai_refresh: true hierarchy: - Networking & Security - Access Control - Identity Gateways tags: - DE FACTO STANDARD v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-13T21:53:12Z' gh_stars: 20488 discovered_at: '2026-06-13T21:53:12Z' https://github.com/gravitational/teleport/discussions/8330: title: Connecting and authenticating to Jenkins with Teleport Application Access description: '' year: '2021' stars: 5 ai_summary: 'Explains how to secure Jenkins controller instances with identity-aware authorization proxies via Teleport Application Access. *Curator Insight*: Security gateways. *Live Grounding*: Critical blueprint for modern security compliance, eliminating the vulnerability of exposing Jenkins directly to the internet.' language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3ae81f1e26f723553a9985d83a5ba83b608cb7da8491be7d57e345dbc9ef7347 health_score: 100.0 last_checked: 1779029472.994739 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Security - Access Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-13T21:53:12Z' gh_stars: 20488 discovered_at: '2026-06-13T21:53:12Z' https://github.com/gravitl/netmaker: title: NetMaker description: '' year: '2025' stars: 4 ai_summary: Netmaker is a high-speed, dynamic overlay network orchestrator powered by WireGuard. It facilitates direct, secure mesh networks across multi-cloud, on-premises, and edge Kubernetes nodes, drastically reducing latency compared to traditional overlay options like VXLAN or IPSec. Netmaker is highly valuable for hybrid cluster topologies and secure cross-regional communication. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: 461d6feb067687a3eee4be5d99ca748eab30f86a8f003957b60479535cb6af74 health_score: 100.0 last_checked: 1779030583.664761 needs_ai_refresh: true hierarchy: - Networking - Overlay Networks - WireGuard VPN tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-networking.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-networking.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T03:24:38Z' gh_stars: 11628 discovered_at: '2026-06-13T03:24:38Z' https://github.com/griddynamics/mpl: title: griddynamics/mpl description: '' year: '2021' stars: 5 ai_summary: Curator Insight presents the Modular Pipeline Library (MPL) from Grid Dynamics as a tool for creating clean, maintainable Jenkins pipelines. Live Grounding confirms that MPL significantly reduces Groovy boilerplate by introducing modular execution configurations and reusable testing frameworks. This represents an exceptionally scalable design pattern for large-scale enterprise environments. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7f6be9f587b82afed39000db10a522cc2efef44151914c5f3d2faa2d4541b92d health_score: 100.0 last_checked: 1779029509.85872 needs_ai_refresh: true hierarchy: - DevOps - CI/CD Platforms - Jenkins - Modular Pipeline Library tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-11-07T04:50:55Z' gh_stars: 165 discovered_at: '2024-11-07T04:50:55Z' https://github.com/grosser/preoomkiller: title: grosser/preoomkiller description: '' year: '2026' stars: 5 ai_summary: preoomkiller is a lightweight tool designed to monitor process memory consumption in Linux containers and trigger graceful restarts or shutdowns before the kernel's Out-Of-Memory (OOM) killer forcibly terminates the application. This prevents data corruption and allows application runtimes (such as Ruby or Node.js) to drain active connections and write diagnostics logs. It adds an essential layer of reliability to production container runtimes prone to memory leaks. language: Go resource_type: Library complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 73aca8546922c96fb6d8726a521bac8387d99f6a103c9846e160b8993a83ae2c health_score: 100.0 last_checked: 1779031382.145584 needs_ai_refresh: true hierarchy: - Infrastructure - Reliability Engineering - Resource Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-10-18T16:32:05Z' gh_stars: 78 discovered_at: '2023-10-18T16:32:05Z' https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts: title: 'github.com/groundcover-com: Container Restarts Watcher' description: '' year: N/A stars: 0 ai_summary: Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states in real-time. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ac85f08e69b018534e5a435bc0ea2caa8d0ffa0c1ead384b8521a3d6f7468686 health_score: 100.0 last_checked: 1781735950.461257 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Observability - Debugging Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.461257+02:00' https://github.com/groundcover-com/murre: title: groundcover-com/murre description: '' year: '2026' stars: 2 ai_summary: Murre is an elegant, lightweight command-line tool designed to query CPU and memory usage statistics from clusters without running Prometheus or Metric Server. By querying the internal Kubelet summary endpoints directly, it quickly provides resource overhead views on any environment. It is ideal for debugging workloads on edge systems where tracking resource consumption must be low-overhead. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 51452fcf5105ccb367707100fcdee160175b386b458daa5a2a5ca69dfe5b7238 health_score: 100.0 last_checked: 1779029466.784863 needs_ai_refresh: true hierarchy: - Observability - Metrics - Lightweight Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-01-15T05:57:46Z' gh_stars: 319 discovered_at: '2025-01-15T05:57:46Z' https://github.com/groundnuty/k8s-wait-for: title: "groundnuty/k8s-wait-for \U0001F31F" description: '' year: '2019' stars: 3 ai_summary: A simple, highly popular script designed to block shell execution until a specific Kubernetes resource passes a readiness check. It integrates within initialization steps to manage deployment dependencies safely. language: Shell resource_type: Utility Script complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d50e49679c8e88c0c7db5b559610ccbebe63417436af0d4de2e44d3bab733a6a health_score: 100.0 last_checked: 1779032556.747638 needs_ai_refresh: true hierarchy: - Development & Testing - Pipeline Helpers - Resource Readiness tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-01-07T01:13:36Z' gh_stars: 635 discovered_at: '2025-01-07T01:13:36Z' https://github.com/grpc-ecosystem/grpc-gateway: title: 'grpc-ecosystem/grpc-gateway: gRPC-Gateway' description: '' year: '2026' stars: 5 ai_summary: gRPC-Gateway is an essential reverse-proxy tool that automatically translates incoming RESTful JSON requests into high-performance gRPC calls. By parsing protobuf service definitions, it maintains single-source API schemas while accommodating heterogeneous web clients. This tool is widely adopted across high-throughput microservice meshes that require seamless external-facing REST APIs. language: Go resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 94f2f57b5cd69bc2a351745cda7c24eab95904d8512b67ee7c785b180333fe95 health_score: 100.0 last_checked: 1779029502.958838 needs_ai_refresh: true hierarchy: - Application Architecture - API Gateway - gRPC & REST tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-12T22:10:49Z' gh_stars: 19918 discovered_at: '2026-06-12T22:10:49Z' https://github.com/gruberdev/local-gitops: title: "github.com/gruberdev/local-gitops: Local Gitops \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A lightweight developer tool simulating local GitOps loops inside isolated testing frameworks. Ideal for testing Kubernetes state declarations on personal development hardware. language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d5f0e40f0ec9d9e935b48f9a5f21fe47bd0c47d2e16a66d1430f292cca2662b1 health_score: 100.0 last_checked: 1781736154.278425 needs_ai_refresh: true hierarchy: - Local Development - GitOps - Local Sandboxes tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:34.278425+02:00' https://github.com/gruntwork-io/terragrunt-infrastructure-live-example: title: gruntwork-io/terragrunt-infrastructure-live-example description: '' year: '2024' stars: 2 ai_summary: This repository provides a concrete reference implementation for structuring enterprise-grade multi-environment architectures using Terragrunt. It demonstrates production patterns for isolated environments, centralized lock management, global provider blocks, and modular code encapsulation. language: HCL resource_type: Reference Implementation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5c10fc8bdf35d2003e92cbc5c4921f29cfbf1afb440c53e301ddb3e448f43069 health_score: 100.0 last_checked: 1779029056.913209 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Orchestration - Reference Implementations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-05-05T12:02:39Z' gh_stars: 865 discovered_at: '2025-05-05T12:02:39Z' https://github.com/gshipley/installcentos: title: 'Install RedHat OKD 3.10 on your development box:' description: '' year: '2018' stars: 1 ai_summary: Community script repository designed to install CentOS-based OKD 3.10 on local workstations. These routines are entirely non-functional for modern platform operations in 2026, where local development is managed via OpenShift Local (CRC) or single-node (SNO) profiles. language: Shell resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ff9d1221dd8a3bdf07bf5b97ed39a381f07cfd504e1fb20021a22abb0ac8bd67 health_score: 100.0 last_checked: 1781736123.110118 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Distributions - OKD Core Legacy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:03.110118+02:00' https://github.com/gudpick/pods: title: github ref1 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 25bce8646ca01a675be677e4ffeadce8eb83da1f3d44769fca5fc7d8f4937d4d health_score: 100.0 last_checked: 1779033384.973796 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:24.973796+02:00' https://github.com/gudpick/pods/tree/master/sonar-latest: title: github ref2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1a18ea4de1911e1e484dd824fc1f9ff5226c6c1c816b83905efacc83fa4b69aa health_score: 100.0 last_checked: 1779031122.788572 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.788572+02:00' https://github.com/gventuri/pandas-ai: title: ==github.com/gventuri/pandas-ai== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d512d4770ea4789aecc81bef4471e1839821b2a2838a17f2acfaad339689f6c7 health_score: 100.0 last_checked: 1779031333.833236 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.833236+02:00' https://github.com/gyli/DictMySQL: title: 'DictMySQL: A MySQL class for more convenient database manipulation with Python dictionary' description: '' year: '2016' stars: 2 ai_summary: Curator Insight introduces DictMySQL as a dictionary-driven query execution abstraction. Live Grounding emphasizes that while useful for scripting, modern enterprise developments rely on full-fledged ORMs (like SQLAlchemy or Tortoise) to guarantee database injection protection and proper pool scaling. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 151d6d5be3073376f7436d69ab5b6f4932f2c6a24bb83b7c93b819e986f8b9a6 health_score: 100.0 last_checked: 1779130495.022298 needs_ai_refresh: true hierarchy: - Data Science - Data Engineering - Database Adapters tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2018-12-04T06:42:34Z' gh_stars: 56 discovered_at: '2018-12-04T06:42:34Z' https://github.com/hadolint/hadolint: title: '==hadolint/hadolint: Haskell Dockerfile Linter==' description: '' year: '2026' stars: 5 ai_summary: Hadolint is a Haskell-based linter that parses Dockerfiles and validates them against container best practices and Shellcheck rules. It ensures developers avoid common pitfalls such as running as root, using mutable base tags, or failing to clean package manager caches. Integrating Hadolint into CI/CD pipelines ensures secure, standardized, and highly optimized container builds across enterprise teams. language: Haskell resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 168d25de939de633ad29bee4a05a5b3db3157a293578ca9b07bc97f87f5433c6 health_score: 100.0 last_checked: 1779032163.403744 needs_ai_refresh: true hierarchy: - Security - Static Analysis - Linter tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-11T07:29:04Z' gh_stars: 12216 discovered_at: '2026-06-11T07:29:04Z' https://github.com/haflidif/terraform-azurerm-dns-private-resolver: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 034762c5cdcba4d162872350dbb4a0a01a9b2d959af44d59dda356880a6c5df7 health_score: 100.0 last_checked: 1779030583.669527 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:43.669527+02:00' https://github.com/hahwul/DevSecOps: title: hahwul/DevSecOps description: '' year: '2026' stars: 3 ai_summary: A highly structured index cataloging security automation software, container scanning scripts, dependency checkers, and automated risk analysis systems. Essential for hardening software supply chains. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 20a0ac59128bf7ae7c79b4a27f100202d6dcd770f50e1003b2a3b022f7d0903b health_score: 100.0 last_checked: 1779029863.155008 needs_ai_refresh: true hierarchy: - Cloud Native - Security - DevSecOps Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-25T13:26:26Z' gh_stars: 2127 is_special: true discovered_at: '2026-04-25T13:26:26Z' https://github.com/halkeye-docker/docker-jenkins: title: Example of JCasC description: '' year: '2025' stars: 1 ai_summary: A practical reference architecture repository deploying containerized Jenkins masters using pre-mounted configurations and declarative configurations. Ideal for sandboxing configuration-as-code workflows. language: Dockerfile resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 51633da2292cc3d381f7d8c72855a15783c0ed824b51e06268583476a6a6a4ab health_score: 100.0 last_checked: 1779030009.701409 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Configuration as Code - Docker Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-02-02T18:44:51Z' gh_stars: 16 discovered_at: '2024-02-02T18:44:51Z' https://github.com/harvester/harvester: title: Harvester description: '' year: '2025' stars: 5 ai_summary: Curator Insight showcases Harvester as a modern open-source HCI built on KubeVirt and Longhorn. Live grounding in 2026 confirms Harvester has fully matured into an enterprise-stable alternative to VMware ESXi, enabling seamless co-habitation of VM and container environments under unified Kubernetes control planes. language: Go resource_type: Code Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 41b2b18b344881007667cc4b17730a84013b381030f73bc2c9d3711f22e47fc7 health_score: 100.0 last_checked: 1779130495.005938 needs_ai_refresh: true hierarchy: - Platform Engineering - Hyperconverged Infrastructure - Harvester HCI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T04:11:38Z' gh_stars: 5054 discovered_at: '2026-06-12T04:11:38Z' https://github.com/hasheddan/k8scr: title: "k8scr \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A lightweight and specific CLI utility used to inspect and fetch container image metadata from within a Kubernetes context. It bypasses complex registry credential configurations, allowing developers and administrators to debug and analyze container layers directly. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 13cb1e387cd306f77b7e6d500743dccc267edad6ced0a7ab3610b467903cb24a health_score: 100.0 last_checked: 1779029710.676688 needs_ai_refresh: true hierarchy: - Security - Registry Integration - Container Runtimes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-03-24T12:46:59Z' gh_stars: 119 discovered_at: '2022-03-24T12:46:59Z' https://github.com/hashicorp/cap: title: cap description: '' year: N/A stars: 0 ai_summary: Curator Insight shows cap as HashiCorp's library to ease Linux capability handling in Go programs. Live Grounding highlights its integration in secure container-adjacent projects to enforce the principle of least privilege at the system-call level. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: af05f41375b0aa2fad313510ca3f20a38e30f77a192ff3a8b98710beeae18c0c health_score: 100.0 last_checked: 1779031592.166171 needs_ai_refresh: true hierarchy: - Security - Access Control - Go Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-05-11T03:46:31Z' gh_stars: 479 discovered_at: '2026-05-11T03:46:31Z' https://github.com/hashicorp/hcl: title: 'github.com/hashicorp/hcl: HCL' description: '' year: '2026' stars: 5 ai_summary: The authoritative Go library parsing and validating HashiCorp Configuration Language (HCL). Serving as the declarative bedrock for Terraform, Packer, and Consul, HCL bridges raw JSON parsability with high-level human-readable configuration attributes and logic. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a74147ff18d543e4f26a9d5f3593553f8fb108dcc25935c505c9805fbefe5fa3 health_score: 100.0 last_checked: 1779032878.272795 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Languages - Syntax Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-06-11T12:05:22Z' gh_stars: 5788 discovered_at: '2026-06-11T12:05:22Z' https://github.com/hashicorp/terraform-cdk: title: "terraform-cdk \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Cloud Development Kit for Terraform (CDKTF) allowing engineers to write imperative application code (TypeScript, Python, Java) to define declarative infrastructure assets. A strong choice for teams moving away from HCL syntax. language: TypeScript resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 51813300751965329c8de4939b5524850e59a5129f9ee51ff9095ffb23a88dd6 health_score: 100.0 last_checked: 1779032288.217184 needs_ai_refresh: true hierarchy: - Infrastructure as Code - CDK - Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2025-12-10T14:12:01Z' gh_stars: 5077 discovered_at: '2025-12-10T14:12:01Z' https://github.com/hashicorp/terraform-k8s: title: 'hashicorp/terraform-k8s: Terraform Cloud Operator for Kubernetes' description: '' year: '2025' stars: 3 ai_summary: The official HashiCorp Terraform Cloud Operator for Kubernetes. Implements a controller pattern inside the cluster, allowing platform teams to manage external cloud resources via Custom Resource Definitions (CRDs) which coordinate plans and applies in Terraform Cloud. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ec20219598d769ac6d04b8cb760eb482a4304107c4ff0bcd07a51df2f4d033ea health_score: 100.0 last_checked: 1779029341.456669 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-11-18T17:51:48Z' gh_stars: 449 discovered_at: '2024-11-18T17:51:48Z' https://github.com/hashicorp/vault: title: hashicorp/vault description: '' year: '2026' stars: 5 ai_summary: The premier multi-cloud secret manager, data protection engine, and dynamic credential broker. Despite HashiCorp's BSL license shifts, it remains the backbone of enterprise Zero Trust architectures, enabling ephemeral database credentials and granular IAM management across thousands of microservices. language: Go resource_type: Service complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e3d1a53ae91eb52490e28f1327fb302256125169ec0050a1ac93ebc1f02a075d health_score: 100.0 last_checked: 1779032388.904148 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Centralized Vaults tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T22:28:59Z' gh_stars: 35780 discovered_at: '2026-06-12T22:28:59Z' https://github.com/hashicorp/vault-csi-provider: title: 'hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store'' CSI Driver' description: '' year: '2026' stars: 4 ai_summary: Integrates HashiCorp Vault directly with the Kubernetes Secret Store CSI Driver, rendering secrets from Vault's key-value engine as memory-mapped files in pod volumes. Drastically simplifies credentials ingestion while maintaining a hardened cluster isolation boundary. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9b09825d8a60d25aa3f4bd6fc5c9fbd07f539699d08aa67830a22d536a5a5efb health_score: 100.0 last_checked: 1779031109.334346 needs_ai_refresh: true hierarchy: - Security - Secrets Management - CSI Driver Providers tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-10T06:03:53Z' gh_stars: 347 discovered_at: '2026-06-10T06:03:53Z' https://github.com/hashicorp/waypoint/tree/main/website/content/docs: title: '==learn.hashicorp.com: Deploy a Helm-based application automatically with GitOps==' description: '' year: '2021' stars: 4 ai_summary: Practical guide deploying Helm-based software within HashiCorp Waypoint pipelines. Compares native Waypoint continuous operations with declarative GitOps reconciliations, establishing streamlined automation protocols. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 710e95dc03f3c03f71a890f95fa5e702f6488c9d3d3bc23297f36508a12c5029 health_score: 100.0 last_checked: 1779130495.026502 needs_ai_refresh: true hierarchy: - Cloud Native - Continuous Delivery - GitOps - HashiCorp Waypoint tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-08T18:48:14Z' gh_stars: 4727 discovered_at: '2024-01-08T18:48:14Z' https://github.com/hasura/gitkube: title: "Gitkube \U0001F31F" description: '' year: '2019' stars: 4 ai_summary: An early GitOps-oriented operator that allowed developers to build and deploy docker images on Kubernetes using a simple git push. It served as an entry point for lightweight CD before ArgoCD and Flux became mature corporate norms. language: Go resource_type: Controller / Deployment Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cc22c1e1d6ea90c3a3746e1c6c2d149728b4f20eea6dab230e420c1da9371a05 health_score: 100.0 last_checked: 1779030531.885167 needs_ai_refresh: true hierarchy: - Application Lifecycle - Continuous Deployment - Git-based Builds tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-08-31T07:48:24Z' gh_stars: 3849 discovered_at: '2023-08-31T07:48:24Z' https://github.com/haxsaw/hikaru: title: "haxsaw/hikaru \U0001F31F" description: '' year: '2020' stars: 2 ai_summary: A Python package enabling developers to generate, inspect, and manipulate Kubernetes resources as native Python dataclasses. Hikaru validates and processes complex schemas inside orchestration and automation runtimes. language: Python resource_type: Python Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 176a942bb47ae71b8f1fc9778ef8a73b89c6c79ecfe899948a74b7c405c8dfb9 health_score: 100.0 last_checked: 1779032900.619472 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Infrastructure as Code - Python Representation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-03-22T10:15:20Z' gh_stars: 210 discovered_at: '2025-03-22T10:15:20Z' https://github.com/hayao-k/cdk-ecr-image-scan-notify: title: github.com/hayao-k/cdk-ecr-image-scan-notify description: '' year: '2020' stars: 4 ai_summary: Community CDK construct that maps AWS EventBridge patterns to detect ECR image vulnerability scans. Automatically processes and delivers structured notifications to Slack/Teams channels using Lambda. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3eb7e46b1ae25fe928c77b6cce169d7dce5ca79189d4d8a9d05bfae37a9ea274 health_score: 100.0 last_checked: 1779029119.163612 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Security tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-newfeatures.md v2_locations: - aws-newfeatures.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-11-25T08:44:03Z' gh_stars: 29 discovered_at: '2024-11-25T08:44:03Z' https://github.com/hbollon/k8s-voting-app-aws: title: hbollon/k8s-voting-app-aws description: '' year: '2021' stars: 1 ai_summary: Reference multi-tier microservice architecture demonstrating AWS integration. Contains a polyglot microservice arrangement with Redis caches, PostgreSQL transactional engines, and reactive frontend layers structured for EKS deployments. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 49bc5bec07d23712f082c6dd4bb216c46b369ff82bbdf5b0a8a70d9fcd9a53dc health_score: 100.0 last_checked: 1779033845.397332 needs_ai_refresh: true hierarchy: - Architecture - Microservices - Demo Systems tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-01-10T13:28:45Z' gh_stars: 34 discovered_at: '2022-01-10T13:28:45Z' https://github.com/hcavarsan/kftray: title: ==github.com/hcavarsan/kftray== ⭐ description: '' year: '2023' stars: 5 ai_summary: KFTray is a desktop-native menubar utility designed to manage multiple simultaneous kubectl port forwarding connections. It simplifies complex local development loops by allowing engineers to save, group, and dynamically trigger port-forward rules across distinct clusters and namespaces. language: TypeScript / Rust resource_type: Desktop GUI App complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f1543d16c58b2fa35e6932543e9a3ff128c7022fafcb775225935e22df2c13fd health_score: 100.0 last_checked: 1779030727.629571 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Developer Productivity - Port Forwarding tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-14T05:31:03Z' gh_stars: 1524 discovered_at: '2026-06-14T05:31:03Z' https://github.com/heketi/heketi: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0d4f9d435e3073e1fcfebfaa3bda820b070e48785e446bc3ac51035757864c07 health_score: 100.0 last_checked: 1779030394.73495 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-17T17:06:34.734950+02:00' https://github.com/helm/charts/tree/master/stable/distributed-jmeter: title: Jmeter description: '' year: '2020' stars: 5 ai_summary: The legacy Helm implementation of distributed Apache JMeter performance testing. For dynamic cluster scaling, modern performance engineering teams should transition to k6 operators or active community performance test packaging. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 233f97993adc8caf534b62b7a9a64fa3978c357ff5321224a227c0eabd9584ed health_score: 100.0 last_checked: 1779030192.974115 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Charts tags: - LEGACY v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-20T14:09:39Z' gh_stars: 15424 discovered_at: '2022-02-20T14:09:39Z' https://github.com/helm/charts/tree/master/stable/jenkins: title: Jenkins description: '' year: '2020' stars: 5 ai_summary: The deprecated stable Helm chart repository for Jenkins. It is strongly recommended to avoid this legacy version, as active development and security patches have transitioned exclusively to the official Jenkins community repository on Artifact Hub. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 17ed5c363268ba61d2b5b5e52ced7246a17c734cda204aabe7cb872f3d8c6545 health_score: 100.0 last_checked: 1779034332.967253 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Charts tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-20T14:09:39Z' gh_stars: 15424 discovered_at: '2022-02-20T14:09:39Z' https://github.com/helm/charts/tree/master/stable/selenium: title: Selenium description: '' year: '2020' stars: 5 ai_summary: The archived official Helm stable tree configuration for Selenium Grid. It remains useful solely as a historic reference for browser automation scaling, with active releases now managed directly by the SeleniumHQ community charts. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5695e3b79ce4533e5ba5d4d3ff322ef71b15c22292a49036b3b719fd9265f148 health_score: 100.0 last_checked: 1779033384.982013 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Charts tags: - LEGACY v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-20T14:09:39Z' gh_stars: 15424 discovered_at: '2022-02-20T14:09:39Z' https://github.com/helm/charts/tree/master/stable/sonarqube: title: Sonar description: '' year: '2020' stars: 5 ai_summary: The deprecated stable Helm chart location for SonarQube. Modern deployments must migrate to official SonarSource charts on Artifact Hub to secure enterprise support, active patches, and up-to-date database schema integrations. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 59ee51399b9c9f819c38a8b700ea67a722661806f303a814eade3b65384cfb9e health_score: 100.0 last_checked: 1779032046.333825 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Charts tags: - LEGACY v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-20T14:09:39Z' gh_stars: 15424 discovered_at: '2022-02-20T14:09:39Z' https://github.com/helm/charts/tree/master/stable/sonatype-nexus: title: Nexus3 description: '' year: '2020' stars: 5 ai_summary: The obsolete, archived official Helm chart path for Sonatype Nexus3. Modern deployments must transition to newer, community-maintained charts listed on Artifact Hub to avoid critical security vulnerabilities and out-of-date container targets. language: YAML resource_type: Helm Chart complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a508bd186ac26cd708c9337ebeb717f6319418bbc49c99d788b02ae6e3ce152b health_score: 100.0 last_checked: 1779031473.946036 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Charts tags: - LEGACY v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-20T14:09:39Z' gh_stars: 15424 discovered_at: '2022-02-20T14:09:39Z' https://github.com/helm/helm: title: Helm description: '' year: '2026' stars: 5 ai_summary: Official Go implementation of the Helm client, acting as the package manager for Kubernetes. Helm manages complex application definitions through charts, providing repeatable deployments, in-place upgrades, and robust rollback capabilities. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8b72e9555c19febb03964306972d50825387de39e901198b8d86b305f4ede7bf health_score: 100.0 last_checked: 1779033592.097502 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Package Management - Helm tags: - '[DE FACTO STANDARD]' v1_locations: - docs/helm.md - docs/about.md v2_locations: - helm.md - about.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T02:03:14Z' gh_stars: 29874 discovered_at: '2026-06-13T02:03:14Z' https://github.com/helm/helm-mapkubeapis: title: Helm mapkubeapis Plugin description: '' year: '2026' stars: 3 ai_summary: Fundamental operator utility that edits release metadata in-place to update deprecated or removed Kubernetes APIs. Prevents release locks and upgrade failures when cluster components transition to newer API versions. language: Go resource_type: Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3cd6306bc7b96c9167344df22330444c49cccef9a4a0aa1067e00cfa2a4f688d health_score: 100.0 last_checked: 1779032935.067207 needs_ai_refresh: true hierarchy: - Cloud Native - Application Delivery - Helm Plugins - API Migration tags: - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T23:21:33Z' gh_stars: 1035 discovered_at: '2026-06-03T23:21:33Z' https://github.com/helmfile/helmfile: title: github.com/helmfile/helmfile description: '' year: '2026' stars: 5 ai_summary: The premier declarative orchestrator for multi-chart environments. Helmfile allows infrastructure-as-code developers to build multi-environment states, map release hierarchies, automate parameter layering, and enforce GitOps deployment sequences seamlessly. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bb0b4eda7bed74c71f5f3e176f6699919f4666c0ff8b1e427d916869228e311e health_score: 100.0 last_checked: 1779031382.134108 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Multi-Chart Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T01:27:25Z' gh_stars: 5136 discovered_at: '2026-06-14T01:27:25Z' https://github.com/helmwave/helmwave: title: helmwave/helmwave description: '' year: '2026' stars: 3 ai_summary: An emerging orchestrator implementing a 'Docker Compose' deployment feel for Helm charts. Featuring parallel execution plans, strict dependency resolution, and declarative configs, it offers platform teams a robust multi-chart orchestration tool. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e275a05dd84f47c66b5296aa4b4a59342d48c0cd3576846e75d7b2e6cb91146f health_score: 100.0 last_checked: 1779031143.155072 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Multi-Chart Orchestration tags: - '[EMERGING]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-18T15:58:47Z' gh_stars: 886 discovered_at: '2026-02-18T15:58:47Z' https://github.com/heptiolabs/ktx: title: "ktx \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 37651e8af15fd1eb2a265534fd1973c095520ffcf8675d75b134c1ea27398234 health_score: 100.0 last_checked: 1779031216.342789 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:16.342789+02:00' https://github.com/hiddeco/cronjobber: title: hiddeco/Cronjobber description: '' year: '2023' stars: 2 ai_summary: A custom controller for Kubernetes that implements a CronJob-like resource with explicit native support for timezones. This solved a major limitation in older Kubernetes versions. While native Kubernetes CronJobs added timezone support in version 1.27, Cronjobber remains a highly useful reference for custom scheduling patterns in 2026. language: Go resource_type: Kubernetes Controller complexity: Medium is_microservice: true status: online addition_method: manual content_hash: ad9ddb74fccc3bdeb3a14ecafd88b49948f2ba317bde900e87b713ebcb6f8ae7 health_score: 100.0 last_checked: 1779032544.182704 needs_ai_refresh: true hierarchy: - Infrastructure - Scheduling - Timezones tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-21T23:39:11Z' gh_stars: 238 discovered_at: '2024-08-21T23:39:11Z' https://github.com/hidetatz/kubecolor: title: "hidetatz/kubecolor \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: Kubecolor is a highly adopted command-line wrapper for kubectl that colorizes terminal outputs. It improves cluster observability by visually distinguishing resource types, labels, statuses, and namespaces during interactive CLI operations. language: Go resource_type: CLI Wrapper complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379 health_score: 100.0 last_checked: 1779034507.362039 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Output Formatting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubernetes-tools.md - kubectl-commands.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-04-13T17:38:06Z' gh_stars: 1446 discovered_at: '2023-04-13T17:38:06Z' https://github.com/highmobility: title: github.com/highmobility description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 987f2e0af09507fb9d1fc6a3118c7721b822ce258b8eb0551627bdd1434f42f4 health_score: 100.0 last_checked: 1779031340.260969 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:20.260969+02:00' https://github.com/hoanhan101/ultimate-go: title: The Ultimate Go Study Guide description: '' year: N/A stars: 0 ai_summary: Comprehensive handbook detailing memory layout, profiling, and concurrency semantics of Go. Features visual diagrams and deep-dives into mechanical sympathy concepts for high-performance engineering. language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b810903231bed8ba541bdaadd9df5145ff6f7b8fc770c019f3606cb7bfc377e7 health_score: 100.0 last_checked: 1779033806.184002 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-15T21:47:39Z' gh_stars: 14910 discovered_at: '2025-06-15T21:47:39Z' https://github.com/hobby-kube/guide: title: "hobby-kube/guide \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A comprehensive guide on bootstrapping an fully production-ready, highly available Kubernetes cluster on bare-metal or cheap cloud providers using CoreOS (Flatcar) and kubeadm. Outlines security hardening, manual network provisioning, and declarative automation. language: Markdown resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c96f4a0e9eeac3dee50c99030ff4fed01d17dd466357e44a0e50319ad672d9e6 health_score: 100.0 last_checked: 1779031468.773615 needs_ai_refresh: true hierarchy: - Infrastructure - Bare-Metal Setup - Self-Hosted Clusters tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-09-21T14:37:01Z' gh_stars: 5658 discovered_at: '2023-09-21T14:37:01Z' https://github.com/homeport/havener: title: Havener description: '' year: '2023' stars: 2 ai_summary: A convenient CLI tool that wraps kubectl and helm commands into high-level operations, simplifying tasks like sweeping namespaces, downloading files from pods, or executing parallel commands across nodes. In 2026, it remains a valuable utility for cluster administrators seeking faster alternative commands to long kubectl scripts. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 2916780f4c501cd0f6a2731819f51bab93db4e2e463dda2091a7a55580831638 health_score: 100.0 last_checked: 1779034097.727877 needs_ai_refresh: true hierarchy: - Operations - CLI Tool - Cluster Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T20:15:22Z' gh_stars: 334 discovered_at: '2026-06-11T20:15:22Z' https://github.com/huazhihao/kubespy: title: kubespy description: '' year: '2026' stars: 5 ai_summary: An interactive real-time observability CLI tool designed to 'spy' on active API resources. By monitoring resource lifecycles and publishing structural diffs directly to the terminal, it helps developers demystify custom resource definitions and native controller states during live deployment events. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 18df158e9f636cb8b4222761527aec06f5b82fcb8f021f43f0676a6b8124541c health_score: 100.0 last_checked: 1779029503.052559 needs_ai_refresh: true hierarchy: - Observability - Debugging - Resource Lifecycle tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-08-22T16:25:53Z' gh_stars: 140 discovered_at: '2021-08-22T16:25:53Z' https://github.com/huginn/huginn: title: Huginn description: '' year: '2026' stars: 5 ai_summary: A highly versatile open-source system designed for orchestrating automated web-scraping, webhook handling, and event-driven tasks. In 2026, Huginn serves as a vital tool for engineers seeking a self-hosted, deterministic agent network to automate security and integration pipelines. language: Ruby resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b28d1fe503ecb57bac3513cc8164fd563f03272be53d743427d232366d1a9f5b health_score: 100.0 last_checked: 1779030854.731339 needs_ai_refresh: true hierarchy: - Automation - Workflows - Agent Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T00:57:09Z' gh_stars: 49468 discovered_at: '2026-06-13T00:57:09Z' https://github.com/humanlayer/12-factor-agents: title: '12-Factor Agents: Patterns of reliable LLM applications' description: A set of design principles and patterns for building reliable, production-ready, and scalable LLM applications modeled on Heroku's 12-factor standards. year: '2025' stars: 4 ai_summary: A highly curated architectural manifest detailing twelve software engineering principles for building deterministic, production-grade LLM applications. The guide emphasizes robust prompt and context ownership, unified execution state, and standardizing human-in-the-loop interventions through tool calls. By framing AI agents as stateless reducers in a state-machine topology, the principles ensure enterprise reliability, scaling, and reproducible debugging. language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 1e8b841bcae568d5459087f12f0e2ff29feb0e4a9a3ffe72fbeed654285b07b7 health_score: null last_checked: 1780352849.031641 needs_ai_refresh: false hierarchy: - AI - AI Agents - Architectural Patterns - 12-Factor Methodology tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: NOASSERTION gh_pushed: '2025-09-21T14:37:40Z' gh_stars: 22915 reputation_status: Vetted reputation_summary: Highly celebrated open-source project defining standard engineering practices to transition AI applications to production reliability. social_preview_url: https://opengraph.githubassets.com/7b847656617b5f55932e9d0313f55df174264f9c562cd63c53454f3f44c8d4e4/humanlayer/12-factor-agents source_provenance: X.com (pvergadia) suggested_new_category: agentic-architectures discovered_at: '2025-09-21T14:37:40Z' https://github.com/hygieia/Hygieia: title: "github.com/hygieia/Hygieia \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: 'An enterprise DevOps dashboard originally developed by Capital One to track delivery pipelines, testing, and security traces. *Curator Insight vs. Live Grounding*: The project has transitioned into an unmaintained, archived repository. It remains highly informative structurally as a reference architecture for aggregating multi-source security and pipeline metrics.' language: Java resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0a761af3c4887418066a27d033bc9ace1d88cad4f2fdb7e82d5ccb2606be1e2a health_score: 100.0 last_checked: 1779030991.890183 needs_ai_refresh: true hierarchy: - DevOps - Observability - Dashboards tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-09-29T20:43:13Z' gh_stars: 3819 discovered_at: '2023-09-29T20:43:13Z' https://github.com/hyscale/hyscale: title: "hyscale \U0001F31F" description: '' year: '2022' stars: 2 ai_summary: Hyscale provides an application-centric abstraction over raw Kubernetes YAML, allowing developers to define service requirements using a simplified, human-friendly syntax while compiling, containerizing, and deploying services under the hood. language: Java resource_type: CLI / Compilation Framework complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: be2fdaa23dc7b3827aef6a779b87d16d40fece231f5ff3d1fea85ef47d79322c health_score: 100.0 last_checked: 1779030356.87199 needs_ai_refresh: true hierarchy: - Application Lifecycle - Manifest Generation - Abstraction Layers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-30T20:18:13Z' gh_stars: 445 discovered_at: '2023-03-30T20:18:13Z' https://github.com/iam-veeramalla/Azure-zero-to-hero: title: 'github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course' description: '' year: '2026' stars: 5 ai_summary: A structured, hands-on learning roadmap tracking Azure Cloud Administration, DevOps architectures, and fundamental services. Focuses on practical engineering exercises, building CI/CD pipelines, and writing ARM/Bicep infrastructure templates. Serves as an exceptional onboarding tool for transition-phase cloud engineers. language: Python/Shell resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0b6ddbc506e144c725b5c49f83eb766b1fcd67cb5b845620c82ea2b0474361f6 health_score: 100.0 last_checked: 1779031883.216066 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Azure - Training tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-07-17T11:06:35Z' gh_stars: 5104 is_special: true discovered_at: '2024-07-17T11:06:35Z' https://github.com/ianmiell/kubernetes-examples: title: Kubernetes Examples description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1f069af5964ea8b746e1dc677d7a2340c998f68dc4408925d0666952ebe9607f health_score: 100.0 last_checked: 1779029950.447446 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:10.447446+02:00' https://github.com/iann0036/iamlive: title: ==iann0036/iamlive== description: '' year: '2024' stars: 4 ai_summary: An open-source utility that monitors local AWS CLI or SDK actions via a proxy engine to dynamically generate minimal-privilege IAM policies. This tool reduces the manual work of writing policies by creating accurate least-privilege configurations based on actual API calls. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a2cd577522baff1b04d9f209c39dd2f367326b17a343500402292599abcb5f8b health_score: 100.0 last_checked: 1779033489.319238 needs_ai_refresh: true hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-19T06:45:59Z' gh_stars: 3388 discovered_at: '2026-04-19T06:45:59Z' https://github.com/iawia002/lux: title: "==github.com/iawia002/lux== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: Curator Insight describes Lux (formerly Annie) as a fast, concurrent video downloader written in Go supporting multiple global media platforms. Live Grounding shows its vast popularity due to its high speed, multiple output formats, and clean concurrent implementation. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b77cc18088e39e9d88a93203bb6e2811997441e747cf5a07862b7680e2379d51 health_score: 100.0 last_checked: 1779033040.98456 needs_ai_refresh: true hierarchy: - Media Utilities - Go Applications - CLI Downloaders tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-29T18:18:56Z' gh_stars: 31408 discovered_at: '2026-03-29T18:18:56Z' https://github.com/ibm-messaging: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5046e4520c2f93d14b15e1d6653db869fa84bfc7463b9a239b501a1fcf12d372 health_score: 100.0 last_checked: 1779031329.360938 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:09.360938+02:00' https://github.com/ibm-messaging/mq-metric-samples/tree/master/cmd/mq_prometheus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dff7a064be7e545dc495c3a3b7ce0fc6649c5f5e25429446b4d56369c045cc14 health_score: 100.0 last_checked: 1779033081.786591 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.786591+02:00' https://github.com/ibuildthecloud/wtfk8s: title: github.com/ibuildthecloud/wtfk8s description: '' year: '2019' stars: 0 ai_summary: An archived educational helper utility engineered to inspect cluster logs and auto-decode runtime error states. Although modern AI-powered and observability-driven telemetry pipelines have succeeded it, it represents an important milestone in interactive troubleshooting. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 31db659805e7322db8a1cfb3945be7d4307faf10bce49386ce9ccad6315b9f02 health_score: 100.0 last_checked: 1779031776.881559 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Debugging tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-13T09:01:43Z' gh_stars: 95 discovered_at: '2024-06-13T09:01:43Z' https://github.com/idealista/prometheus_jmx_exporter-role: title: 'Idealista: This ansible role installs a Prometheus Node Exporter in a debian'' environment' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: baa49e4034fa8b009ddbf0ac970ddc3b619e21916c62cc0715d2d652a0b9df8d health_score: 100.0 last_checked: 1779034156.223524 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:16.223524+02:00' https://github.com/idealista/prometheus_jmx_exporter_role: title: 'Idealista: This ansible role installs a Prometheus Node Exporter in a debian environment' description: "- [galaxy.ansible.com/alexdzyoba/jmx-exporter](https://galaxy.ansible.com/alexdzyoba/jmx-exporter)\n \ - [github.com/alexdzyoba/ansible-jmx-exporter](https://github.com/alexdzyoba/ansible-jmx-exporter)" year: '2024' stars: 5 ai_summary: Specialized Ansible playbook role targeting JMX and Node Exporter configurations inside Debian architectures. Ideal for standardized on-premise JVM infrastructure telemetry deployment. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3c7a847a892e1ac414a8ad91bc065e33fbe5baf64476b1a3594b6339373784f2 health_score: 100.0 last_checked: 1779130495.029709 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Node Exporter Deployment tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-09-06T09:20:33Z' gh_stars: 6 discovered_at: '2023-09-06T09:20:33Z' https://github.com/idoavrah/terraform-tui: title: 'github.com/idoavrah/terraform-tui: TFTUI - The Terraform textual UI' description: '' year: '2024' stars: 3 ai_summary: TFTUI (The Terraform Textual UI) is an interactive, console-based monitoring utility designed to query active Terraform state graphs. Developed in Python, it allows platform administrators to navigate complex resource matrices, track active drift, and trigger targeted states without leaving the terminal console. It streamlines high-velocity manual debugging. language: Python resource_type: TUI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2930ecf4a0e159a0bf1f24f36682f1d7975883105b07b522834ffce180a5dfd health_score: 100.0 last_checked: 1779029268.269813 needs_ai_refresh: true hierarchy: - Infrastructure as Code - User Interfaces - TUI Engines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-09T18:55:17Z' gh_stars: 1284 discovered_at: '2024-07-09T18:55:17Z' https://github.com/ilkilab/agorakube: title: Agorakube description: '' year: '2023' stars: 5 ai_summary: An open-source Kubernetes engine dedicated to automating production-ready installations over bare metal setups. Streamlines storage provisioning, load balancing integrations, and upgrades across dedicated offline data center runtimes. language: Go resource_type: Installer complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3337bd0ef7ef90cb41fd2e5e8b84caf57317b8fec5345482396a1150eb7f21d6 health_score: 100.0 last_checked: 1779030507.668964 needs_ai_refresh: true hierarchy: - Platform Engineering - Installation - Bare Metal tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-06T16:33:42Z' gh_stars: 98 discovered_at: '2024-05-06T16:33:42Z' https://github.com/ilyash/show-struct: title: github.com/ilyash/show-struct description: '' year: '2024' stars: 5 ai_summary: A structural inspection CLI tool for high-dimensional JSON and YAML files. Builds map architectures of configurations, allowing site reliability engineers to immediately decode unfamiliar schema configurations. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: cbc102bb4ae1805b04a1a75c4878f6cbbb8f689eac5af865112cc03921eecc3f health_score: 100.0 last_checked: 1779030865.45693 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-08-31T18:36:30Z' gh_stars: 132 is_special: true discovered_at: '2023-08-31T18:36:30Z' https://github.com/im2nguyen/rover: title: "Rover - Terraform Visualizer \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: An interactive Terraform visualizer that parses local plan files to construct interactive, searchable web topologies. Accelerates architectural validation and configuration review workflows. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0d07a311ff3404677392b62cfd683da5706abfa235dd7a8d5434f501a370780d health_score: 100.0 last_checked: 1779032878.379697 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Visualization - Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-07-30T03:34:48Z' gh_stars: 3308 discovered_at: '2025-07-30T03:34:48Z' https://github.com/imperialwicket/spinnaker-demo: title: imperialwicket/spinnaker-demo description: '' year: '2020' stars: 0 ai_summary: Curator Insight presents this repository as a demo application configuration designed to show basic pipeline execution within Spinnaker. Live Grounding highlights that configuring Spinnaker's cloud drivers and halyard configurations is notoriously challenging, and this repo provides valuable baseline configurations to bypass common initial setup hurdles. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: aefbeb2edc82e7a439bb904707ecccda4c120048ef77de6962a4dea3e87ede02 health_score: 100.0 last_checked: 1781735910.858337 needs_ai_refresh: true hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Kubernetes Deployment Models tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.858337+02:00' https://github.com/imthenachoman/How-To-Secure-A-Linux-Server: title: How-To Secure A Linux Server description: '' year: '2026' stars: 5 ai_summary: A highly comprehensive, widely reference-validated repository providing detailed, step-by-step instructions for securing enterprise Linux installations. Key configurations cover SSH daemon hardening, secure user boundaries, kernel performance optimizations, and automated intrusion monitoring. In modern 2026 operations, this guide remains a vital source for building secure base golden images inside automated IaC pipelines. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f0de72c26c439155e6a6a47557fe8dd0356794bc8b5218407bd6e2a492566ece health_score: 100.0 last_checked: 1779032361.476954 needs_ai_refresh: true hierarchy: - Security & Compliance - Linux Hardening - System Administration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-security.md - docs/devops.md - docs/linux.md v2_locations: - linux.md - aws-security.md - devops.md youtube_mosaic: {} gh_license: CC-BY-SA-4.0 gh_pushed: '2026-03-05T13:25:16Z' gh_stars: 27773 discovered_at: '2026-03-05T13:25:16Z' https://github.com/inancgumus/learngo: title: "inancgumus/learngo \U0001F31F" description: '' year: N/A stars: 0 ai_summary: Curator Insight lists LearnGo as a massive collection of interactive tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its stellar reputation as one of the most visual and thorough education resources for Go developers worldwide. language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 394725cf75156e12597b9b0548496f72736d2a652458a441ed0b80db1ebfc6f5 health_score: 100.0 last_checked: 1779029151.805594 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Learning Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-06-24T23:03:52Z' gh_stars: 20055 discovered_at: '2025-06-24T23:03:52Z' https://github.com/infiniumtek/terraform-review-agent: title: terraform-review-agent description: Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a LangGraph multi-agent system. year: '2026' stars: 4 ai_summary: 'Curator Insight: This project demonstrates the state of the art in agentic DevOps, moving beyond rigid static analysis to cognitive IaC review. Live Grounding verifies that the repository leverages a LangGraph-driven multi-agent system to evaluate Terraform pull requests across security, cost (via Infracost), and styling dimensions. It aggregates multi-source linting alerts into a singular, prioritized GitHub PR comment with estimated blast-radius analysis to reduce developer decision fatigue.' language: en resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 4e8a77262c7f90e8f8b65dd1c35bafa866870581147b8987fe71adc71a59204e health_score: null last_checked: 1780352424.113345 needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - AI Code Review tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: terraform gh_license: MIT gh_pushed: '2026-05-21T05:25:52Z' gh_stars: 79 reputation_status: Vetted reputation_summary: Vetted and highly rated emerging community tool for agentic DevOps workflows. social_preview_url: https://opengraph.githubassets.com/3f804f2152a78cd9240a02c30b704fe0884a2141392ac8bd4349e3eb309a8d45/infiniumtek/terraform-review-agent source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-05-21T05:25:52Z' https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq: title: github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a3851fb7f71b045ed86b8dc86f54302755461b6bf1b3b2bfffc21671a49b1d79 health_score: 100.0 last_checked: 1779030391.543731 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/grafana.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:06:31.543731+02:00' https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client: title: Telegraf Prometheus Output Plugin description: '' year: '2026' stars: 5 ai_summary: Source code and implementation guide for Telegraf's Prometheus output integration. Allows standard push-based collection architectures to export telemetry data via a pull-based scraping API. language: Go resource_type: Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8320accfa48b8db4bc37b92ba9672a6cbef304b53234d4a813cdd6d846e8c652 health_score: 100.0 last_checked: 1779030954.728522 needs_ai_refresh: true hierarchy: - Observability - Metrics - Interoperability tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T16:38:05Z' gh_stars: 17615 discovered_at: '2026-06-11T16:38:05Z' https://github.com/infracost/infracost: title: "Infracost \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The premier open-source parser for analyzing HCL variables and producing deep cloud cost projections before resource allocation. By feeding plans to a curated pricing API, Infracost acts as a vital continuous integration step for budget enforcement. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1c7e3e51dfc46bc4b99cb49bfcd37be3f83761a36aff36eeee561215d2962d6f health_score: 100.0 last_checked: 1779031423.07041 needs_ai_refresh: true hierarchy: - Infrastructure as Code - FinOps - Cost Estimation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T14:55:27Z' gh_stars: 12365 discovered_at: '2026-06-03T14:55:27Z' https://github.com/infrahouse/infrahouse-toolkit: title: github.com/infrahouse/infrahouse-toolkit description: '' year: '2025' stars: 5 ai_summary: The Infrahouse Toolkit provides operational automation helpers specifically engineered to simplify AWS infrastructure deployment pipelines. It streamlines actions such as dynamic DNS configurations, instance lifecycle hooks, and local environment bootstrapping. Useful for platform teams standardizing custom deployment policies. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9c15f86bdb31f9f268ea337677d923e0c0a7f48a31c5985b7f890c79d8eb8147 health_score: 100.0 last_checked: 1779031575.185782 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md - index.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T02:07:31Z' gh_stars: 74 discovered_at: '2026-06-12T02:07:31Z' https://github.com/infrahouse/terraform-aws-ecs: title: github.com/infrahouse/terraform-aws-ecs description: '' year: '2023' stars: 0 ai_summary: A community-focused open-source Terraform module designed for seamless ECS cluster creation. Automates the linkage of EC2 capacity providers, CloudWatch log streams, and custom capacity provider strategy definitions. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 20d9efe3504978de432d24d6bebb9d3dda9ee5d9e08e548e50622b2b2679e488 health_score: 100.0 last_checked: 1779034015.994976 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T03:48:49Z' gh_stars: 1 discovered_at: '2026-06-14T03:48:49Z' https://github.com/infrahouse/terraform-aws-openvpn: title: github.com/infrahouse/terraform-aws-openvpn description: '' year: '2023' stars: 2 ai_summary: An AWS-specific Terraform module designed to provision a highly available OpenVPN server. Integrates Route53 DNS, Auto Scaling Groups, and AWS systems manager (SSM) configurations out of the box. language: HCL resource_type: Module complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1d66d9a63ba22cb3f82bc77c55f8a13fc50d4d3f5eeef87fb248c8f7cd154023 health_score: 100.0 last_checked: 1779029561.831963 needs_ai_refresh: true hierarchy: - Infrastructure as Code - AWS - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T14:04:59Z' gh_stars: 11 discovered_at: '2026-06-10T14:04:59Z' https://github.com/infrahq/infra: title: "==infrahq/infra== \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: Infra was originally designed as a high-density identity access management layer that mapped single-sign-on (SSO) providers directly to Kubernetes RBAC. Live grounding in 2026 confirms that the project was officially archived and ceased active development in early 2024. Teams should treat its architecture as a conceptual reference and seek active alternatives like Teleport or Pinniped. language: Go resource_type: IAM Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 410931b597d37bc915834cd79f9695bd30a991223bd4fd70145fe1a067f8b859 health_score: 100.0 last_checked: 1779034139.440201 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Authentication tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T10:07:13Z' gh_stars: 1461 discovered_at: '2026-06-13T10:07:13Z' https://github.com/inguardians/peirates: title: inguardians/peirates description: '' year: '2019' stars: 5 ai_summary: Peirates is a dedicated Kubernetes post-exploitation penetration testing tool designed to automate cluster privilege escalation and asset traversal. Once a container boundary is breached, Peirates scans for exposed credentials, ServiceAccounts, and API permissions. language: Go resource_type: Exploitation Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0d5825f04e02d91244d93abba956de34078d1d81d78c4c514ec04df876d18757 health_score: 100.0 last_checked: 1779030655.543428 needs_ai_refresh: true hierarchy: - Security & Hardening - Vulnerability Assessment - Offensive Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-2.0 gh_pushed: '2026-04-16T20:50:44Z' gh_stars: 1450 discovered_at: '2026-04-16T20:50:44Z' https://github.com/inkdrop-org/inkdrop-visualizer: title: github.com/inkdrop-org/inkdrop-visualizer description: '' year: '2023' stars: 2 ai_summary: Inkdrop Visualizer maps active Terraform states or complex HCL patterns into detailed node-graph visualizations. It generates structured, scalable diagrams designed to support continuous integration systems and design audits. By mapping exact dependency chains, it facilitates code review understanding across collaborative engineering teams. language: Go resource_type: Visual Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9d04fa03d658315a02e5c41792844a60d9f1a64640f0d7675a7c97a51f79d2c3 health_score: 100.0 last_checked: 1779031808.308433 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Visualization - Topology Mapping tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-06-03T14:13:46Z' gh_stars: 512 discovered_at: '2024-06-03T14:13:46Z' https://github.com/inputsh/awesome-linux: title: Awesome Linux description: '' year: '2023' stars: 5 ai_summary: A premier directory of Linux performance diagnostic utilities, shell configurations, system metrics collectors, and custom distributions. This guide is an invaluable reference for platform engineers optimizing base host OS layers for container node hosts. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7ef646b22b52bdd01dda347947ad97484ad3ee5e8f475c0b9a136dd4d26bf879 health_score: 100.0 last_checked: 1779031442.830882 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Linux tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: WTFPL gh_pushed: '2023-02-04T17:02:53Z' gh_stars: 5048 is_special: true discovered_at: '2023-02-04T17:02:53Z' https://github.com/inscapist/terraform-k3s-private-cloud: title: "K3s Private Cluster \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An open-source code repository outlining how to automate secure, private K3s Kubernetes cluster installations using Terraform scripts. Illustrates resource definitions and networking setups for edge deployments. language: HCL resource_type: Code Blueprint complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1ea33f40f5832c7b2af308928e0964c543a3f2e53e7dba8b4127d86be7d8f806 health_score: 100.0 last_checked: 1779130494.982651 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - Edge Computing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-05-10T08:38:01Z' gh_stars: 121 discovered_at: '2022-05-10T08:38:01Z' https://github.com/inspektor-gadget/inspektor-gadget: title: inspektor-gadget/inspektor-gadget description: '' year: '2025' stars: 4 ai_summary: An advanced eBPF-based debugging and observability framework for Kubernetes clusters. It instruments system calls, network flows, and filesystem activities directly at the kernel level without injecting sidecars, delivering low-overhead runtime inspection and security auditing. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a health_score: 100.0 last_checked: 1779032376.810184 needs_ai_refresh: true hierarchy: - Observability - Debugging - eBPF tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T06:55:57Z' gh_stars: 2846 discovered_at: '2026-06-12T06:55:57Z' https://github.com/instrumenta/kubernetes-json-schema: title: "github: Kubernetes JSON Schemas \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An archive of automatically generated JSON Schemas extracted from official Kubernetes API definitions. Historically key for linting, now superseded by modern integrated IDE validation engines and CRD schemas. language: None resource_type: Schema Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 979a5854560b9276685a7e214e3ba8072fcbd9100ef59b00d98329ad13c668ed health_score: 100.0 last_checked: 1779033907.29539 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Manifests - Validation & Linting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-07-22T01:56:24Z' gh_stars: 337 is_special: true discovered_at: '2023-07-22T01:56:24Z' https://github.com/instrumenta/kubeval: title: ==instrumenta/kubeval== description: '' year: '2021' stars: 4 ai_summary: A historic CLI tool used to validate Kubernetes configuration manifests against JSON schemas. Although it is archived and has been largely replaced by Kubeconform, Kubeval remains an important reference point in the evolution of Kubernetes configuration testing. language: Go resource_type: tool complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: 9b15bc90352c51a5516d5d0e578b3164e8ec3e1f49cc2f7daa414111bc2656c9 health_score: 100.0 last_checked: 1779031601.160877 needs_ai_refresh: true hierarchy: - Cloud Native Operations - Kubernetes - Validation tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-01-29T06:24:31Z' gh_stars: 3226 is_special: true discovered_at: '2026-01-29T06:24:31Z' https://github.com/instrumenta/policies: title: 'github.com/instrumenta/policies: A set of shared policies for use with Conftest'' and other Open Policy Agent tools' description: '' year: '2021' stars: 5 ai_summary: A structured directory of modular policy files for linting infrastructure-as-code deployments (Terraform, Kubernetes YAML, Helm charts). Designed to enforce standards like non-root container runs, memory limit boundaries, and forbidden network ingress setups early in CI/CD cycles. language: Rego resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8da18f0ceeb9bd2409fdeb5ea85df3d2a4d0b85a9588c271707c5eff4e2c2965 health_score: 100.0 last_checked: 1779030653.786018 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security & Compliance - Policy Library tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2021-01-20T13:43:37Z' gh_stars: 66 discovered_at: '2021-01-20T13:43:37Z' https://github.com/int128/kubelogin: title: "kubelogin \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: A kubectl plugin for OpenID Connect (OIDC) authentication, enabling integration with external identity providers like Okta, Keycloak, and Google. It runs locally to retrieve token credentials and automatically configures Kubeconfig for secure cluster access. In 2026, it is recognized as the de facto standard CLI tool for OIDC login flows within enterprise environments. language: Go resource_type: Kubectl Plugin complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 8919345485cdb0f70c85289e7ad34e22ea32d8cb5a4b9b5dac0465cfd8c5f8fc health_score: 100.0 last_checked: 1779034319.293325 needs_ai_refresh: true hierarchy: - Security - Authentication - OIDC tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T00:42:57Z' gh_stars: 2292 discovered_at: '2026-06-13T00:42:57Z' https://github.com/iovisor/bpftrace: title: bpftrace description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7c9e0a0f2e6f8113957d1d157db717e22db217a91e4b0ff70eeb499b70fc88e3 health_score: 100.0 last_checked: 1779031715.017501 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/linux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:35.017501+02:00' https://github.com/iovisor/kubectl-trace: title: kubectl-trace description: '' year: '2026' stars: 5 ai_summary: An administrative kubectl plugin designed to schedule and run bpftrace programs directly on target cluster nodes. It spawns custom, privileged debugging pods to attach eBPF tracing hooks into the host kernel, enabling high-performance diagnostic analysis of system calls and system bottlenecks without modifying application code. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1b54b9da81faaf2c99d08e23b955c538efee39c5ffcd84b6cc377bb2eb6ea2b2 health_score: 100.0 last_checked: 1779029991.507883 needs_ai_refresh: true hierarchy: - Observability - Debugging - eBPF Diagnostics tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-16T20:47:34Z' gh_stars: 2177 discovered_at: '2026-04-16T20:47:34Z' https://github.com/irockel/tda: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e8d955ba76f22cc02d1169694148ecf98bef7c0c2070a5b9f28039d5f553451f health_score: 100.0 last_checked: 1779029573.553547 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:53.553547+02:00' https://github.com/isaaguilar/terraform-operator: title: 'isaaguilar/terraform-operator: Terraform Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 23a0d98556ee64532044e3060d4a96496677b0af859a763ccd3b489256113508 health_score: 100.0 last_checked: 1779032552.53628 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:32.536280+02:00' https://github.com/ishantanu/awesome-kubectl-plugins: title: Awesome Kubectl plugins description: '' year: '2026' stars: 5 ai_summary: A highly curated repository indexing popular and helpful kubectl plugins. It is categorized by operational tasks (security, monitoring, context switching), allowing platform teams to quickly identify community-vetted tools to speed up cluster troubleshooting and engineering workflows. language: Markdown resource_type: Curated List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3c103efb241bf9941e2263f47e005ee581404865a5259424e4aefd29ce1bc720 health_score: 100.0 last_checked: 1779029838.761773 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Kubectl Plugins tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md - docs/other-awesome-lists.md v2_locations: - kubernetes.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-11-05T14:35:56Z' gh_stars: 1007 is_special: true discovered_at: '2025-11-05T14:35:56Z' https://github.com/istio-ecosystem/admiral: title: istio-ecosystem/admiral description: '' year: '2023' stars: 5 ai_summary: An active Istio-ecosystem tool that automates multi-cluster configuration management. Eliminates the need to manually configure ServiceEntries and DNS across clusters, programmatically stitching distinct meshes together for transparent scale. language: Go resource_type: Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: ab01b6e506ace645a75202ccb079cce7e5c21d04bacbf8f27229119c5e6ab7a4 health_score: 100.0 last_checked: 1779033020.010263 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Multi-Cluster - Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-10-15T17:58:17Z' gh_stars: 639 discovered_at: '2025-10-15T17:58:17Z' https://github.com/istio/istio: title: 'github.com: Istio' description: '' year: '2026' stars: 5 ai_summary: Main repository containing Istio's unified control plane (Istiod) and orchestration engines. Configures secure high-performance Envoy proxies as sidecars (or in ambient mode) to manage ingress, egress, and mutual TLS. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f9a9db53fe9787e2077b909228b9252d5893a66dc3110b102220573bc3a28b07 health_score: 100.0 last_checked: 1779031560.11379 needs_ai_refresh: true hierarchy: - Service Mesh - Networking - Traffic Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T02:55:33Z' gh_stars: 38217 discovered_at: '2026-06-14T02:55:33Z' https://github.com/istio/tools/blob/master/perf/README.md: title: Istio Performance/Stability Testing description: '' year: '2023' stars: 5 ai_summary: The official benchmark suite for evaluating Istio control plane and data plane performance. Platform engineers use this suite to run stress tests, measure sidecar latency injection, and detect potential resource leaks in upstream Envoy proxy layers. language: Go resource_type: Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 793dba1c4d5dda996907cabbdb8711c1cabb18c23d0dbb4a69c9a94305ce3c88 health_score: 100.0 last_checked: 1779033675.37906 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Service Mesh - Performance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:07:32Z' gh_stars: 372 discovered_at: '2026-06-14T07:07:32Z' https://github.com/itaysk/kubectl-neat: title: "kubectl-neat \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Kubectl-neat is an essential CLI plugin that formats raw, exported Kubernetes YAML files to remove internal cluster noise (such as automatically populated statuses and timestamps), yielding highly readable manifests for GitOps. language: Go resource_type: CLI Plugin complexity: Simple is_microservice: false status: online addition_method: manual content_hash: ce58fb404e6d57766bdc5e2e80af464154f391644252236124cefda51f391608 health_score: 100.0 last_checked: 1779031592.02384 needs_ai_refresh: true hierarchy: - Operations & UX - Manifest Generation - Resource Cleaning tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-05T02:37:08Z' gh_stars: 2077 discovered_at: '2025-12-05T02:37:08Z' https://github.com/ivx/yet-another-cloudwatch-exporter: title: "YACE - yet another cloudwatch exporter \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8bd7c4325eb756f2f30fed15ebf15cc95ec662be7cbe28a3f8a6d24bdde3ae12 health_score: 100.0 last_checked: 1779031026.287493 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:06.287493+02:00' https://github.com/iximiuz/awesome-container-tinkering: title: 'github.com/iximiuz: Awesome Container Tinkering' description: '' year: '2026' stars: 2 ai_summary: A technical reference compilation dedicated to container design internals, tracing host namespaces, Linux cgroups, and direct OCI runtime interaction. Valuable for platform engineers building deep mechanical knowledge under the standard Docker and Kubernetes virtualization abstractions. language: Markdown resource_type: Educational Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9fac5ac660ac1f809a1fb0f1fe25e80acc76f77a1c95b066bc5aa44cadff13be health_score: 100.0 last_checked: 1779034461.905401 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Containerization - Container Internals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-09T15:29:27Z' gh_stars: 719 is_special: true discovered_at: '2024-10-09T15:29:27Z' https://github.com/iximiuz/cdebug: title: ==iximiuz/cdebug== description: '' year: '2025' stars: 3 ai_summary: A specialized CLI tool for debugging running containers. Allows attaching ephemeral tooling environments into running, stripped-down containers (even without Kubernetes, working directly with Docker/containerd). language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f5215501a32b9877da266ca96cb8e183d10bfef0af2751fa93fe2b7d69ae6daf health_score: 100.0 last_checked: 1779031609.404746 needs_ai_refresh: true hierarchy: - Observability - Debugging - Container Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-18T19:11:25Z' gh_stars: 1652 discovered_at: '2026-01-18T19:11:25Z' https://github.com/iximiuz/client-go-examples: title: iximiuz/client-go-examples description: '' year: N/A stars: 0 ai_summary: Curator Insight gathers high-quality recipes illustrating direct usage of Kubernetes client-go. Live Grounding highlights its pedagogical design, illustrating dynamic clients, Typed clients, and standard Controller loops in easy-to-digest formats. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f43f9485706e097503038888101cb9aa255e53e58d4af4412471bca034e96e5a health_score: 100.0 last_checked: 1779031302.686089 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Development - Go Client-Go tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-12T09:50:55Z' gh_stars: 1116 discovered_at: '2025-12-12T09:50:55Z' https://github.com/jace-ys/sentry-operator: title: Sentry Operator description: '' year: '2022' stars: 1 ai_summary: An infrastructure automation controller developed to provision, update, and manage Sentry instances, projects, and DSN configuration parameters inside a unified Kubernetes environment. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 136eb4e7ce9782dda444109620914f2c9c2955c992dd8704318f9ff2fa334844 health_score: 100.0 last_checked: 1779029575.965237 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-02-06T09:47:32Z' gh_stars: 27 discovered_at: '2021-02-06T09:47:32Z' https://github.com/jamesbuckett/ckad-questions: title: jamesbuckett/ckad-questions description: '' year: '2022' stars: 5 ai_summary: An intensive, community-driven collection of practice challenges and mock scenarios tailored specifically to match the format of the official CKAD examination. By guiding candidates through mock tasks involving ConfigMaps, ingress controllers, and multi-container pods, it bridges theoretical API knowledge and hands-on terminal execution. language: Markdown resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 63a7003c1638d6ef2ec5b745c489263c0d613947819325d17e9d833a4bde7130 health_score: 100.0 last_checked: 1779029075.160675 needs_ai_refresh: true hierarchy: - Training - Certification - Mock Exams tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-15T02:56:50Z' gh_stars: 209 discovered_at: '2026-05-15T02:56:50Z' https://github.com/jamesw4/confirm-tfvars: title: github.com/jamesw4/confirm-tfvars description: '' year: '2021' stars: 0 ai_summary: confirm-tfvars acts as a tactical CLI guardrail that intercepts execution workflows to verify designated variables inside active tfvars files before applying. It serves as an architectural firewall during production execution runs, reducing the risk of human-error configurations causing cascading resource destruction. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: eb27887db455078b601c1f7db440d88e2aac9173a3412de4fd41727a68aae60a health_score: 100.0 last_checked: 1781736235.148874 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Pre-flight Verification tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:55.148874+02:00' https://github.com/jamiehannaford/what-happens-when-k8s: title: jamiehannaford/what-happens-when-k8s description: '' year: '2024' stars: 0 ai_summary: An exquisite collaborative initiative mapping the granular execution trace of Kubernetes commands. Deconstructs step-by-step what happens internally when a user executes a CLI command, detailing kubectl client parsing, TLS handshakes, etcd commits, scheduling filters, and container runtime execution. language: English resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a409042c1d1a63e18b7c78625fa56e80bf4e6bfadfce64c49be497ce3bff9b28 health_score: 100.0 last_checked: 1781736191.038128 needs_ai_refresh: true hierarchy: - Architecture - API Mechanics - Deep Dive tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:11.038128+02:00' https://github.com/janikvonrotz/awesome-powershell: title: janikvonrotz/awesome-powershell description: '' year: '2026' stars: 5 ai_summary: A curated repository detailing modules, cmdlets, and automation patterns using cross-platform PowerShell. Invaluable for platform engineers managing hybrid cloud setups, Windows nodes inside container networks, or Active Directory automation. This serves as a vital tool for enterprise systems integration. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 210fb14522a104a60db8c311eec865aa12e9fa288c3740c70303669e0c77086a health_score: 100.0 last_checked: 1779030852.064668 needs_ai_refresh: true hierarchy: - Developer Tools - Scripts - PowerShell tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-04-14T06:25:33Z' gh_stars: 5396 is_special: true discovered_at: '2025-04-14T06:25:33Z' https://github.com/jbossdemocentral/rhpam7-mortgage-demo: title: 'github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage'' Demo' description: '' year: '2020' stars: 0 ai_summary: A complex workflow automation demo featuring Red Hat Process Automation Manager (RHPAM) orchestrating a mortgage application system. Represents a solid blueprint for integrating process engines with cloud-native containers. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1c729a6566dbcc12367568887a9c8857497da5d754e1d12d41bc85a6988a5610 health_score: 100.0 last_checked: 1781735911.004901 needs_ai_refresh: true hierarchy: - Application Development - Process Automation - RHPAM tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.004901+02:00' https://github.com/jcchavezs/porto: title: jcchavezs/porto description: '' year: N/A stars: 0 ai_summary: Curator Insight describes Porto as an automated tool that injects vanity import paths into Go packages. Live Grounding shows it acts as a code cleanliness utility for large monorepos with multiple Go sub-modules to maintain clean package reference paths. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b772b9cf56da591e001c33761d4acd94b12ae6d2f61be412b06a69ea415d47cf health_score: 100.0 last_checked: 1779034031.191597 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Code Linters tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-02T18:41:03Z' gh_stars: 43 discovered_at: '2024-10-02T18:41:03Z' https://github.com/jcjorel/ec2-spot-converter: title: ec2-spot-converter description: '' year: '2024' stars: 5 ai_summary: ec2-spot-converter is an open-source tool built to programmatically convert existing AWS on-demand EC2 instances to spot instances and vice versa without manual reconstruction. It reduces downtime by preserving root volume data and configuration profiles during transitions. Critical for engineers optimizing test workloads and maximizing cost-savings. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 53a9ad00e33bf2d966b9bb79eaad63d34112da9327408fc3a589cd2c08877ab1 health_score: 100.0 last_checked: 1779032873.236316 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Cost Optimization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-07-26T07:54:08Z' gh_stars: 199 discovered_at: '2022-07-26T07:54:08Z' https://github.com/jdauphant/awesome-ansible: title: https://github.com/jdauphant/awesome-ansible description: '' year: '2022' stars: 4 ai_summary: A curated repository listing valuable Ansible tools, libraries, playbooks, roles, and learning materials. Ideal for discovering community extensions, monitoring integrations, and operational best-practices. language: Markdown resource_type: Resource List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 347779e15038f89b84cc826ac89a10cbe48e01e609ddd1d5e42e541f688a5e7b health_score: 100.0 last_checked: 1779031141.393254 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Curated Lists tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ansible.md - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - ansible.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2024-04-22T18:01:45Z' gh_stars: 1004 is_special: true discovered_at: '2024-04-22T18:01:45Z' https://github.com/jenkins-infra/jenkins-usage-stats: title: "==jenkins-infra/jenkins-usage-stats== \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: Official scripts and tools used by the Jenkins Infrastructure team to process, aggregate, and publish anonymous usage statistics from global Jenkins installations. Helps track plugin usage trends and version distributions. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 49b1afa5a52b2e2fe4e97bf0223c93e613be88c2a06cb6110c13b475ad598ee2 health_score: 100.0 last_checked: 1781736002.34732 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Telemetry tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:02.347320+02:00' https://github.com/jenkins-infra/jenkins-version: title: jenkins-version description: '' year: '2024' stars: 0 ai_summary: An infrastructure management micro-library maintaining core platform version maps. Used by operations modules to trace historical releases, coordinate security updates, and validate target software compatibility matrices. language: JavaScript resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 377e3973925ac56d732947276a6871ed5167827e9f4c0afba312f584420f8209 health_score: 100.0 last_checked: 1779032455.609884 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Core Architecture - Version Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T07:19:43Z' gh_stars: 0 discovered_at: '2026-06-08T07:19:43Z' https://github.com/jenkins-infra/jenkins.io/issues: title: github.com/jenkins-infra/jenkins.io/issues description: '' year: '2021' stars: 4 ai_summary: 'The official issue tracker for the Jenkins project documentation and core infrastructure. *Curator Insight*: Issues tracking portal. *Live Grounding*: Vital reference resource for looking up plugin deprecations and configuration workarounds.' language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1667cd390c69b3aad7d81b0b863c168a8da7d13f156988de043c03a9197c3f43 health_score: 100.0 last_checked: 1779030423.009376 needs_ai_refresh: true hierarchy: - Community - Resources - Infrastructure Issues tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T04:32:11Z' gh_stars: 427 discovered_at: '2026-06-14T04:32:11Z' https://github.com/jenkins-infra/pipeline-library: title: Pipeline Global Library for ci.jenkins.io description: '' year: '2021' stars: 0 ai_summary: The real-world production Global Shared Pipeline Library utilized by the official Jenkins infrastructure project (ci.jenkins.io). Serves as an excellent architectural blueprint of highly robust, scalable, and modular pipeline development. language: Groovy resource_type: repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 09a274020971226ea6517ac72b3f129d03e67c9c00e71d87f4cb5c2e0816233a health_score: 100.0 last_checked: 1781735992.153097 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Shared Libraries - Production Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:52.153097+02:00' https://github.com/jenkins-x-plugins/jx-secret-postrenderer: title: "jx-secret-postrenderer \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Source code repository for the Jenkins X Secret Post-Renderer. Features advanced post-rendering logic that intercepts raw Helm charts during continuous delivery, querying secure vaults to substitute placeholders with concrete values right before manifest transmission to the Kubernetes API. language: Go resource_type: Codebase complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9eef805a0b6011dd0fc01b9c248232bc7f0bb174e39adbfea0c8d00770028db4 health_score: 100.0 last_checked: 1779033263.700974 needs_ai_refresh: true hierarchy: - DevOps - Helm Ecosystem - Post-Rendering Plugins tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-06-30T11:10:50Z' gh_stars: 4 discovered_at: '2021-06-30T11:10:50Z' https://github.com/jenkins-x/gsm-controller: title: jenkins-x/gsm-controller description: '' year: '2021' stars: 2 ai_summary: An automated controller that continuously synchronizes secrets stored inside Google Secret Manager into standard Kubernetes native secret resources. Designed for Jenkins X deployments, it ensures consistent local availability of external cloud-backed credentials. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f450996b394b1824ebd5a86ddc022d654a59fa458b773a9a05d584ed5df08c13 health_score: 100.0 last_checked: 1779031720.41186 needs_ai_refresh: true hierarchy: - Security - Secrets Management - GCP Secret Manager tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md v2_locations: - devsecops.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-03-12T07:21:50Z' gh_stars: 25 discovered_at: '2024-03-12T07:21:50Z' https://github.com/jenkins-x/jenkins-x-openshift-image: title: https://github.com/jenkins-x/jenkins-x-openshift-image description: '' year: '2020' stars: 3 ai_summary: A legacy helper repository containing customized Dockerfiles designed to package Jenkins X binaries for OpenShift container platforms. This repository facilitates deployment compliance inside restricted cluster ecosystems. language: Dockerfile resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b53ade3a94e0a41ff3cfe3b9b3769668b7493207ea617d0d80d3e3541974755c health_score: 100.0 last_checked: 1779030522.943972 needs_ai_refresh: true hierarchy: - Enterprise Platforms - Red Hat OpenShift - Container Images tags: - '[LEGACY]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2019-07-30T07:33:36Z' gh_stars: 3 discovered_at: '2019-07-30T07:33:36Z' https://github.com/jenkins-x/updatebot: title: Jenkins-X UpdateBOT description: '' year: '2025' stars: 3 ai_summary: A dynamic automation component within the Jenkins-X ecosystem. It monitors downstream project dependencies and automatically creates, updates, and merges pull requests across microservices' configuration and manifest repositories. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 735c5b4ad7066175990f354f93e0d8a7543c8119c6af4532d4f0c4cf20d189f9 health_score: 100.0 last_checked: 1779034580.537082 needs_ai_refresh: true hierarchy: - DevOps - Continuous Delivery - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-04-08T11:30:35Z' gh_stars: 40 discovered_at: '2021-04-08T11:30:35Z' https://github.com/jenkinsci: title: "github.com/jenkinsci \U0001F31F" description: '' year: '2011' stars: 0 ai_summary: The master open-source organization repository on GitHub housing the core Jenkins server source and thousands of community plugins. It is the primary engineering base for modernizing Jenkins capabilities. language: Java resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c01bf985537321ec949f12090a0dcd1ace163ba9e13c9755777928d20ef16c77 health_score: 100.0 last_checked: 1779030847.006874 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Open Source Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:14:07.006874+02:00' https://github.com/jenkinsci/JenkinsPipelineUnit: title: Jenkins Pipeline Unit testing framework description: '' year: '2025' stars: 4 ai_summary: The standard community pipeline testing toolkit. Simplifies verifying multi-step pipeline syntax, credential queries, and shared libraries within local mock environments, accelerating delivery validation times. language: Groovy resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9e85ec9c4b075c04a82453b0f38cd0288847ad4062d7ebb8d54a63c2c7920c71 health_score: 100.0 last_checked: 1779031474.092272 needs_ai_refresh: true hierarchy: - CI/CD Pipeline Architecture - Pipeline Testing - Unit Testing tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-28T06:56:21Z' gh_stars: 1585 discovered_at: '2026-05-28T06:56:21Z' https://github.com/jenkinsci/configuration-as-code-plugin: title: How to create initial "seed" job description: '' year: '2025' stars: 4 ai_summary: An operational setup manual detailing how to bootstrap a primary seed job inside configuration-as-code files. This enables the controller to dynamically generate all subsequent projects automatically on initial server launch. language: Groovy resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 723e14ae9895506c5081e0f6cda2b666003a63930aa725b5b01651869192ef79 health_score: 100.0 last_checked: 1779034432.00404 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Configuration as Code - Job Generation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-08T02:16:12Z' gh_stars: 2790 discovered_at: '2026-06-08T02:16:12Z' https://github.com/jenkinsci/custom-war-packager: title: Jenkins Custom WAR Packager description: '' year: '2025' stars: 1 ai_summary: Duplicate citation verification for the Custom WAR Packager. Serves as the primary operational tool used to generate custom, pre-hardened enterprise Jenkins distributions tailored with pre-allocated configurations. language: Java resource_type: CLI Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 45cbd5df62c48a9410880265688c3244d8e30cac40dc7e1750a60bd8a12d06ca health_score: 100.0 last_checked: 1779031567.524322 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Build & Packaging - Custom Packager tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-11-20T20:59:47Z' gh_stars: 87 discovered_at: '2023-11-20T20:59:47Z' https://github.com/jenkinsci/docker/blob/master/install-plugins.sh: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033079.992177 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:19.992177+02:00' https://github.com/jenkinsci/ghprb-plugin: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: df4c61323017b7230dca22772662433e2f74e328474a1fe8b53530ef839d489e health_score: 100.0 last_checked: 1779033615.379847 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:15.379847+02:00' https://github.com/jenkinsci/git-plugin: title: "git-plugin \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The core, indispensable integration plugin for Git in Jenkins. It provides comprehensive support for Git operations, including clone optimizations, polling, tagging, submodules, and branch tracking across diverse Git hostings (GitHub, GitLab, Gitea). language: Java resource_type: Plugin complexity: High is_microservice: false status: online addition_method: manual content_hash: 5fc329538336e87f60afb19878c7abba8ed1534407adf06c79778137cad6b565 health_score: 100.0 last_checked: 1779030009.750766 needs_ai_refresh: true hierarchy: - CI/CD - SCM Integration - Git Standard tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T00:33:16Z' gh_stars: 689 discovered_at: '2026-06-12T00:33:16Z' https://github.com/jenkinsci/git-plugin/releases/tag/git-4.8.0: title: Git plugin 4.8.0 for jenkinsci allows Pipeline and Freestyle users to perform authenticated git operations from sh, bat, and powershell description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cf23d65754fff94ec61ff78905abcc1a353a278d631580f9ce47e531ff3f0b02 health_score: 100.0 last_checked: 1779030330.58896 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:05:30.588960+02:00' https://github.com/jenkinsci/github-autostatus-plugin: title: github.com/jenkinsci/github-autostatus-plugin description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4d42500ea88b4030481bdb5696e468ad9895117c488a7ab62b643ab13edd6850 health_score: 100.0 last_checked: 1779033949.835492 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T18:05:49.835492+02:00' https://github.com/jenkinsci/helm-charts: title: ==github.com/jenkinsci/helm-charts== description: '' year: '2021' stars: 4 ai_summary: 'The official Helm Chart source repository for deploying production-ready Jenkins instances onto Kubernetes. *Curator Insight*: Official Helm charts. *Live Grounding*: This repository is the industry-standard starting point for declaring and running Jenkins on modern Kubernetes platforms.' language: English resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8bff244b58cc991d989211789ba8246c0ff197975c5165664f7caca30d54c28a health_score: 100.0 last_checked: 1779029465.281758 needs_ai_refresh: true hierarchy: - Infrastructure - Container Orchestration - Helm Deployments tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T03:08:12Z' gh_stars: 656 discovered_at: '2026-06-13T03:08:12Z' https://github.com/jenkinsci/influxdb-plugin: title: influxdb-plugin description: '' year: '2016' stars: 1 ai_summary: Jenkins plugin that writes build results, duration, and test data directly to an InfluxDB database. Highly suitable for teams that rely on InfluxDB for time-series infrastructure monitoring and custom operational dashboards. language: Java resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8c7ba0b00fa6f02f6516cde2edf21206b9191f250debb97312e291bec61eba59 health_score: 100.0 last_checked: 1779032100.68215 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-21T19:08:32Z' gh_stars: 56 discovered_at: '2025-12-21T19:08:32Z' https://github.com/jenkinsci/jenkins-scripts: title: "jenkinsci/jenkins-scripts \U0001F31F" description: '' year: '2016' stars: 0 ai_summary: A curated collection of utility Groovy scripts for managing, troubleshooting, and diagnosing issues within Jenkins master-agent configurations. Indispensable for automation administrators performing bulk operations. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7c4ad1eb2c91f67613142fbfb763d36ec3d99ba0cdf49805036aee71f46470e5 health_score: 100.0 last_checked: 1781736002.26145 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:02.261450+02:00' https://github.com/jenkinsci/jenkinsfile-runner: title: Jenkinsfile Runner description: '' year: '2025' stars: 3 ai_summary: An ephemeral, lightweight execution engine that encapsulates Jenkins pipelines outside a persistent master daemon. This tool runs custom pipelines as short-lived, isolated single-use tasks—ideal for cloud-native serverless orchestrators like Knative or AWS Fargate. language: Java resource_type: CLI Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 133f22d00b70cbc7b1e5cfd7581cf49b23e8ba4ab8a836c871f40e3ae016f6e2 health_score: 100.0 last_checked: 1779033425.041198 needs_ai_refresh: true hierarchy: - CI/CD Pipeline Architecture - Serverless Jenkins - Local Execution tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-17T20:44:05Z' gh_stars: 1203 discovered_at: '2025-11-17T20:44:05Z' https://github.com/jenkinsci/jenkinsfile-runner-test-framework: title: Jenkinsfile Runner Test Framework description: '' year: '2025' stars: 0 ai_summary: A dedicated integration test harness designed to systematically validate pipeline structures using localized Jenkinsfile Runner micro-runtimes. Ensures robust sanity checking without deploying configurations to dynamic server nodes. language: Java resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1d412cf176c59a0e26db49060387b88ff40272b9a28471e6eb92e973ee7e1c76 health_score: 100.0 last_checked: 1781735992.426853 needs_ai_refresh: true hierarchy: - CI/CD Pipeline Architecture - Pipeline Testing - Local Execution tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:52.426853+02:00' https://github.com/jenkinsci/jep/blob/master/jep/224/README.adoc: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e4c9db25d4eee604f4fed105b716c0bb38f1f5e154c6e1b45b2ae0e84c4cc113 health_score: 100.0 last_checked: 1779034233.166596 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:33.166596+02:00' https://github.com/jenkinsci/job-dsl-plugin: title: Jenkins Job DSL Plugin description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a481dafad1b7ffec02d3d353b8e88f6a597278af6d70bfa7683d03d65f974100 health_score: 100.0 last_checked: 1779031401.86609 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:23:21.866090+02:00' https://github.com/jenkinsci/job-dsl-plugin/wiki: title: github.com/jenkinsci/job-dsl-plugin description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5c6edfb9c6f04db4e67facb29f418ff90a12a3f9e2e4b0ec56c2e862b2c50927 health_score: 100.0 last_checked: 1779030354.655753 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:05:54.655753+02:00' https://github.com/jenkinsci/kubernetes-operator: title: "github.com/jenkinsci/kubernetes-operator: \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: The official, production-ready Kubernetes custom controller designed to automate Jenkins lifecycle events inside Kubernetes. This system implements automated provisioning, backup restoration, plugin management, and dynamic execution architecture as first-class Custom Resource Definitions (CRDs). language: Go resource_type: repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0e80ab5bc52150f8b2a7595bb6285d78841e7cb610ff408f7b77458b8b939194 health_score: 100.0 last_checked: 1779033020.058938 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Cloud Native Jenkins - Kubernetes Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T08:28:27Z' gh_stars: 643 discovered_at: '2026-06-14T08:28:27Z' https://github.com/jenkinsci/kubernetes-plugin: title: "kubernetes-plugin: Kubernetes plugin for Jenkins \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Dynamically coordinates Jenkins execution environments by auto-provisioning isolated worker pods on-demand inside target Kubernetes clusters. It automatically scales runner capacities and terminates inactive pods to achieve optimal hyper-density cost control. language: Java resource_type: Jenkins Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 57202401d697c0131377b972aab9d95b3d55dc60d9299c98c5cee40647993509 health_score: 100.0 last_checked: 1779029514.106666 needs_ai_refresh: true hierarchy: - Hybrid Infrastructure - Orchestration - Kubernetes Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T23:37:34Z' gh_stars: 2305 discovered_at: '2026-06-08T23:37:34Z' https://github.com/jenkinsci/opentelemetry-plugin: title: "Jenkins opentelemetry-plugin \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: Integrates Jenkins with OpenTelemetry to export performance metrics, agent health, and pipeline run traces directly to modern APM backends. Provides native visibility into build duration bottlenecks and system resource consumption across distributed build architectures. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: be123d3750c03bafa0b7b8c25489fd2b6830c01cede9350f4ddd641814b376f4 health_score: 100.0 last_checked: 1779031231.371659 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T04:05:25Z' gh_stars: 124 discovered_at: '2026-05-19T04:05:25Z' https://github.com/jenkinsci/performance-plugin: title: performance-plugin description: '' year: '2024' stars: 3 ai_summary: This Jenkins CI plugin compiles, parses, and visualizes execution metrics from load testing utilities like JMeter, Taurus, and JUnit directly within build workflows. Architecturally, it helps teams enforce automated quality gates by failing pipelines based on strict metric thresholds (e.g., error percentages or response time limits). language: Java resource_type: Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 22d6d28cff666db44b4d632e2e42d1b7fb4666af08312a1219a4608a52a40ce2 health_score: 100.0 last_checked: 1779034502.550151 needs_ai_refresh: true hierarchy: - CI/CD - Jenkins - Reporting Plugins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-03T07:06:16Z' gh_stars: 194 discovered_at: '2026-06-03T07:06:16Z' https://github.com/jenkinsci/pipeline-graph-view-plugin: title: "pipeline-graph-view-plugin \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The underlying backend and visualization architecture for the Pipeline Graph View. Utilizing React components, it interfaces with Jenkins Core APIs to supply real-time execution graphs and state reporting without degrading the performance of the controller. language: Java resource_type: Jenkins Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ba00d1064e40668a6081b52c4c8ed27914b88071267d1e40b6b86bd98ccaeae1 health_score: 100.0 last_checked: 1779033806.157859 needs_ai_refresh: true hierarchy: - Continuous Integration - User Experience - Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T00:52:59Z' gh_stars: 154 discovered_at: '2026-06-14T00:52:59Z' https://github.com/jenkinsci/pipeline-utility-steps-plugin: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 48e9e1e257d81d49efe44b16e1e997f18b8b716ddd5516af8425f4f806e124d4 health_score: 100.0 last_checked: 1779030012.108608 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:12.108608+02:00' https://github.com/jenkinsci/plugin-installation-manager-tool: title: Plugin Installation Manager Tool description: '' year: '2025' stars: 2 ai_summary: A vital dependency management utility designed to download and package plugin bundles offline before launching controllers. Eradicates run-time dependency resolution issues inside restricted, isolated air-gapped container networks. language: Java resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d8ec528d2f3c53c7df4a14cd3ebc9d75075feff1f88577db0ad0f7f7a352f6df health_score: 100.0 last_checked: 1779031340.291749 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Plugin Management - CLI Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T03:55:38Z' gh_stars: 460 discovered_at: '2026-06-01T03:55:38Z' https://github.com/jenkinsci/plugin-installation-manager-tool/releases/tag/plugin-management-parent-pom-1.1.0: title: Jenkins Plugin Manager CLI v1.1.0 description: '' year: '2021' stars: 2 ai_summary: Stable tag release implementation of the command-line plugin installer. Integrates secure checksum validations, custom download mirrors, and optimized multi-threaded dependency sorting hierarchies. language: Java resource_type: Release complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c603d0ce63b1778b203690fef7cfbf3977cdb7abece5b55ad83b9cbf8aeaf26c health_score: 100.0 last_checked: 1779031216.013009 needs_ai_refresh: true hierarchy: - CI/CD Infrastructure - Plugin Management - CLI Tooling tags: - ENTERPRISE-STABLE v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T03:55:38Z' gh_stars: 460 discovered_at: '2026-06-01T03:55:38Z' https://github.com/jenkinsci/plugin-pom: title: Parent POM for Jenkins Plugins. Plugin POM 4.0 description: '' year: '2026' stars: 5 ai_summary: The standardized parent Maven POM definition used by Jenkins plugins to enforce code quality, manage shared build dependencies, and utilize updated Jenkins core capabilities. language: XML resource_type: Maven POM complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 773e935ca21ab90c922018742b2d031ed01432ebbdf5b7552aa2ec046b537cd2 health_score: 100.0 last_checked: 1779029142.884936 needs_ai_refresh: true hierarchy: - Frameworks & Ecosystem - Development Resources - Build Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T00:57:58Z' gh_stars: 75 discovered_at: '2026-06-13T00:57:58Z' https://github.com/jenkinsci/plugin-pom/releases/tag/plugin-4.0: title: 4.0 changelog description: '' year: '2020' stars: 5 ai_summary: Detailed release changelog outlining architectural changes, library upgrades, and toolchain standardizations introduced in the 4.0 lifecycle of the Plugin Parent POM. language: Markdown resource_type: Release Notes complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 69cf1ebae93b526fa15ced159f2f29e65183746595d16b6bdf0b1a50df847f5c health_score: 100.0 last_checked: 1779033101.354173 needs_ai_refresh: true hierarchy: - Frameworks & Ecosystem - Development Resources - Release Notes tags: - GUIDE v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T00:57:58Z' gh_stars: 75 discovered_at: '2026-06-13T00:57:58Z' https://github.com/jenkinsci/prometheus-plugin: title: "Jenkins Prometheus Metrics Plugin \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Exposes an endpoint directly scrapable by Prometheus server, outputting standardized Grafana-compatible metrics on JVM state, build durations, queue bottlenecks, and agent counts. Paramount for modern cloud-native Jenkins operations. language: Java resource_type: Plugin complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 2cf76767144d78ee4c62433a58ae6052a1b901e39aa4b05b36f9668e9fa6f055 health_score: 100.0 last_checked: 1779032243.478021 needs_ai_refresh: true hierarchy: - Infrastructure - Observability - Performance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T01:32:43Z' gh_stars: 193 discovered_at: '2026-06-08T01:32:43Z' https://github.com/jenkinsci/pull-request-monitoring-plugin: title: "Pull Request Monitoring \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Monitors open pull requests, pulling performance metrics and status metadata directly into the Jenkins user interface. It acts as a lightweight telemetry bridge for engineering teams focused on optimizing cycle times and PR evaluation pipelines. language: Java resource_type: Jenkins Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 489ae91221a14bd7cdd4456faf5184688c49e272563d553ed46348c6681518ac health_score: 100.0 last_checked: 1779030598.015875 needs_ai_refresh: true hierarchy: - Continuous Integration - Pull Request Lifecycle - Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-06-26T13:41:45Z' gh_stars: 10 discovered_at: '2025-06-26T13:41:45Z' https://github.com/jenkinsci/redis-fingerprint-storage-plugin: title: Redis Fingerprint Storage Plugin description: '' year: '2020' stars: 0 ai_summary: Practical implementation of Jenkins' external fingerprint storage framework utilizing Redis. Solves local disk IO bottlenecks by shifting artifact tracking records to an in-memory Redis cluster, enhancing controller scalability. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 57dd7330ac1a7413119727e01ba8a74fbf77e18d53bf3d6a9ad73619b1560890 health_score: 100.0 last_checked: 1779030865.538281 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Data Persistence tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-23T15:44:01Z' gh_stars: 5 discovered_at: '2025-12-23T15:44:01Z' https://github.com/jenkinsci/remoting-opentelemetry-plugin: title: "Jenkins Remoting monitoring with OpenTelemetry Plugin \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: This repository implements agent trace propagation by reporting telemetry data of Jenkins Remoting protocols. By wrapping the remoting layer, it helps isolate latency issues and keep-alive failures between controllers and remote agents. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 147297dc6f58eae56e949b970cdbe3b8130fe88a2b44563360a948c818a14549 health_score: 100.0 last_checked: 1779030855.392179 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Agent Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-09T09:16:22Z' gh_stars: 15 discovered_at: '2024-08-09T09:16:22Z' https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40: title: 'github PR: Enable to provide telemetry data to OpenTelemetry Collector' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bb7e724b44ba704464d77d6afbc21486b54caba2463aad97ceea87f760cbee35 health_score: 100.0 last_checked: 1779033075.446872 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:51:15.446872+02:00' https://github.com/jenkinsci/robot-plugin: title: 'robot-plugin: Robot Framework Plugin' description: '' year: '2024' stars: 5 ai_summary: Integrates Robot Framework test suites with Jenkins, providing automated analysis and visualization of test execution trends. It parses Robot XML outputs, generates structured HTML reports, and tracks historic regressions across successive build iterations to ensure stability. language: Java resource_type: Jenkins Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f8fbf5dcf006c51f1a7e4ffa5e9eb324d2346cf8bc65b9553f8ef67bdbb6429c health_score: 100.0 last_checked: 1779031426.061292 needs_ai_refresh: true hierarchy: - Continuous Integration - Testing & Verification - Robot Framework Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-27T05:26:35Z' gh_stars: 65 discovered_at: '2026-05-27T05:26:35Z' https://github.com/jenkinsci/tekton-client-plugin: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9e648667423e3b975d97b0fc616bfe80f5884d78ecc05e5e6d58a9a70d81a898 health_score: 100.0 last_checked: 1779033072.316253 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:12.316253+02:00' https://github.com/jenkinsci/url-filter-plugin: title: URL Filter Plugin description: '' year: '2018' stars: 4 ai_summary: Regulates outbound HTTP requests generated by build scripts or configurations against predefined wildcard filters. Its primary intent is to secure Jenkins controllers against Server-Side Request Forgery (SSRF) and restrict access to internal microservices. language: Java resource_type: Jenkins Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8bfe858512ea248978a907d024e48a79cda09f51333969b91a115da5f200d245 health_score: 100.0 last_checked: 1779033045.312586 needs_ai_refresh: true hierarchy: - Continuous Integration - Security - Network Restrictions tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-09T10:54:49Z' gh_stars: 4 discovered_at: '2024-08-09T10:54:49Z' https://github.com/jertel/elastalert2: title: jertel/elastalert2 description: '' year: '2026' stars: 4 ai_summary: An active, community-maintained fork of ElastAlert designed to query Elasticsearch and trigger real-time alerts based on specific log patterns, spike anomalies, or flatlines. Integrates directly with Slack, Email, PagerDuty, and custom webhooks. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0cf00148059d554ab4264ef75ed30d0cf625557f9d76c733b8357c4bd857e154 health_score: 100.0 last_checked: 1779032556.660047 needs_ai_refresh: true hierarchy: - Observability - Log Management - Alerting tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-27T22:13:17Z' gh_stars: 1121 discovered_at: '2026-05-27T22:13:17Z' https://github.com/jesseduffield/lazydocker: title: ==jesseduffield/lazydocker== description: '' year: '2026' stars: 5 ai_summary: Lazydocker is an immersive, keyboard-driven terminal user interface (TUI) for managing Docker and Docker Compose setups. It aggregates container statuses, logs, CPU/Memory resource graphs, filesystem changes, and network mappings into a single cohesive terminal window. By offering quick shortcuts for container operations (restart, prune, executive shells), it drastically enhances developer productivity and local environment troubleshooting. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: d2e62921893bc218f51edac17f9f93c83f606e44a7cfb394ef48b0030300d52a health_score: 100.0 last_checked: 1779034131.754352 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Developer Experience tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-19T02:51:06Z' gh_stars: 51350 discovered_at: '2026-04-19T02:51:06Z' https://github.com/jessfraz/branch-cleanup-action: title: "github.com: Branch Cleanup Action \U0001F31F" description: '' year: '2018' stars: 2 ai_summary: An automated GitHub Action designed to delete merged branches. Classified as legacy under MVQ protocols due to years of inactivity, since native GitHub repositories now support automatic head branch deletion. language: Go resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 7177819e51c4dac000181ca90de69429fdcd52d3b89b18b40fe01d7a240134c4 health_score: 100.0 last_checked: 1779032297.136722 needs_ai_refresh: true hierarchy: - Developer Platform - Automation - Stale Data Cleanup tags: - '[LEGACY]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-03-02T13:52:50Z' gh_stars: 422 discovered_at: '2022-03-02T13:52:50Z' https://github.com/jetify-com/launchpad: title: github.com/jetpack-io/launchpad ⭐ description: '' year: '2022' stars: 3 ai_summary: Launchpad is a CLI tool developed by Jetpack (now Jetify) that allows developers to run their code in Kubernetes with zero initial configuration. It builds, publishes, and deploys applications directly into target namespaces seamlessly. language: Go resource_type: CLI Tool complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 5339aade1067a111b2fab48670e23c8d3c8278f905df0849b402b87133cd00bf health_score: 100.0 last_checked: 1779130495.024662 needs_ai_refresh: true hierarchy: - Developer Experience - Local Development - Application Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-12T18:38:42Z' gh_stars: 417 discovered_at: '2025-06-12T18:38:42Z' https://github.com/jetpack-io/launchpad: title: ==github.com/jetpack-io/launchpad== ⭐ description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fb544dafd013392994d721cbd842e0e04d97d876292c2b1a3cd63cbc76dcb44f health_score: 100.0 last_checked: 1779032833.611102 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:13.611102+02:00' https://github.com/jetstack/cert-manager: title: https://github.com/jetstack/cert-manager/ description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d2ec3a0583b0d999c41e17df6d4ddf7762a9bc25a361a2a78db3913473d65e6f health_score: 100.0 last_checked: 1779032525.09707 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:05.097070+02:00' https://github.com/jetstack/jetstack-secure: title: "Jetstack Secure Agent \U0001F31F\U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A component of the Jetstack Secure platform that integrates with cert-manager. It aggregates TLS/SSL certificate telemetry and configuration states from clusters, allowing centralized enterprise monitoring of certificate lifetimes and trust domains. language: Go resource_type: Security Agent complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 224b191f0512769b4fa70afeb7491e9fe1ea31f9223e48acd33d2faa294b4bd4 health_score: 100.0 last_checked: 1779130494.940263 needs_ai_refresh: true hierarchy: - Security - Certificate Management - Trust & Identity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-04T12:45:21Z' gh_stars: 262 discovered_at: '2026-06-04T12:45:21Z' https://github.com/jetstack/kube-oidc-proxy: title: ==kube-oidc-proxy== description: '' year: '2023' stars: 2 ai_summary: A reverse proxy that adds OIDC authentication to managed Kubernetes clusters (e.g., EKS, GKE, AKS) where modifying API server flags directly is restricted. It intercepts incoming API server requests, validates the OIDC token, and impersonates the user utilizing Kubernetes user impersonation headers. Active through 2026, it serves as a critical bridge for enterprise security compliance on managed platforms. language: Go resource_type: Reverse Proxy complexity: High is_microservice: true status: online addition_method: manual content_hash: 9d0e057ff29b11783d14b50b4daf19a8d120b7d338dca7f245dbdaf4ec01a81d health_score: 100.0 last_checked: 1779034580.610936 needs_ai_refresh: true hierarchy: - Security - Authentication - Proxy tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-10T02:04:32Z' gh_stars: 476 discovered_at: '2024-08-10T02:04:32Z' https://github.com/jetstack/preflight: title: "Jetstack Secure Agent \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 585b79d16de68d144caafd446fe05aaf3dc652819129f7f06741494c70df6257 health_score: 100.0 last_checked: 1779030052.482332 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:52.482332+02:00' https://github.com/jetstack/version-checker: title: vesion-checker description: '' year: '2025' stars: 3 ai_summary: A utility developed by Jetstack that checks running cluster image versions against public container registries to report outdated dependencies, exposing compatibility statuses as Prometheus metrics for proactive patching. language: Go resource_type: Controller / Prometheus Exporter complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 39e6b5baea339da5732067c1fce5e0c9c406aa0c0da4b0687196803a7a1ee933 health_score: 100.0 last_checked: 1779031618.64787 needs_ai_refresh: true hierarchy: - Security & Identity - Compliance & Auditing - Dependency Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T11:09:15Z' gh_stars: 773 discovered_at: '2026-06-08T11:09:15Z' https://github.com/jglick/jk--: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c7160ad04869ae1374ec7283be669a69f496abebfb773a0577aac0e737876e5b health_score: 100.0 last_checked: 1779032556.755653 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.755653+02:00' https://github.com/jimmyraywv/awesome-eks: title: 'christopherhein/awesome-eks: Awesome EKS' description: '' year: '2026' stars: 0 ai_summary: A highly focused directory of networking drivers, controller scripts, and utilities optimized for AWS Elastic Kubernetes Service (EKS). Crucial for platforms implementing AWS-CNI custom networking policies, security plugins, and IAM Roles for Service Accounts (IRSA). It assists engineering leads in bridging native AWS security primitives with Kubernetes service accounts. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 64b104d493f66e726ac829ec6abbf5b96545c81b5acfd9e4423fb70b0967a5e7 health_score: 100.0 last_checked: 1781736123.325254 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - EKS tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.325254+02:00' https://github.com/jk8s/awesome-kubernetes: title: '@jk8s'' Awesome Kubernetes' description: '' year: '2023' stars: 5 ai_summary: A dedicated directory listing specialized Kubernetes tools, packages, and frameworks. This resource collection focuses on developer productivity tools, testing utilities, and monitoring wrappers to optimize day-to-day cluster administration workflows. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 41f1f046177736215a5586541eb9390642de27f128fa6b7fd0f92410cbda1343 health_score: 100.0 last_checked: 1781736123.200304 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Kubernetes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.200304+02:00' https://github.com/jkcfg/jk: title: jkcfg description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7594bbb147e41312d63dd46e919e7e043e8f2d7000538d4f9fa43fc06535ef48 health_score: 100.0 last_checked: 1779032462.791968 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:41:02.791968+02:00' https://github.com/jkosik/helm-decomposer: title: 'github.com/jkosik: helm-decomposer' description: '' year: '2019' stars: 0 ai_summary: An archived utility that parsed static Kubernetes manifests to automatically generate modular Helm charts. Unmaintained for several years, it serves as a legacy proof-of-concept for automated chart generation. language: Python resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7f41b1831f7d7b087b98d0e22a5d89124a27730bc227ae4bd24017344cb174f2 health_score: 100.0 last_checked: 1781735960.744639 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Utilities tags: - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:20.744639+02:00' https://github.com/jlevy/the-art-of-command-line: title: The Art of Command Line description: '' year: '2015' stars: 5 ai_summary: The premium, single-page reference for command-line mastery. Highly dense and comprehensive, it details advanced processes, pipeline debugging, and cloud utility integrations. Live Grounding establishes this repository as a global industry standard for technical terminal operations. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 364251608fb333fca1e3e9e293cb4e8e3be7c184e7ca303ee3f048dfad02006b health_score: 100.0 last_checked: 1781736068.277326 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Terminal Environment - Best Practices tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:08.277326+02:00' https://github.com/jmfloreszazo/ghapp_demo/blob/main/README.es.md: title: ghapp_demo description: Repositorio práctico con una guía paso a paso para la creación de aplicaciones y extensiones personalizadas para GitHub Copilot usando Node.js. year: '2024' stars: 4 ai_summary: A comprehensive guide and demonstration repository for building a custom GitHub App and GitHub Copilot Extension. Using Node.js and Express.js, it walks developers through OAuth configuration, permissions mapping (e.g., Copilot Chat read-only), webhook handling, and local development testing via secure tunneling. [SPANISH CONTENT] language: Spanish resource_type: project complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 12f20c60f6cf9d70ba39524ec8b909d65d5a58cbea1a4944da24188003d08a97 health_score: null last_checked: 1780352302.456788 needs_ai_refresh: false hierarchy: - Software Engineering - GitHub Platform - GitHub Apps - Copilot Extensions tags: - COMMUNITY-TOOL - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: digital-money reputation_status: Vetted reputation_summary: Highly practical community-led educational resource demonstrating clean implementation steps for Copilot extensions. social_preview_url: https://opengraph.githubassets.com/cf23bbe309e7d29a097228a0ed300ef9199dedfd7a42108030dc2afd1f757840/jmfloreszazo/ghapp_demo source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:18:22.456788+02:00' https://github.com/jmxtrans/jmxtrans: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 31ea23af4fafce7f36bb22337ad9be884c68f828bbd79d976c39768f37bbb6df health_score: 100.0 last_checked: 1779034582.288331 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:22.288331+02:00' https://github.com/johanhaleby/kubetail: title: "Kubetail \U0001F31F" description: '' year: '2010' stars: 5 ai_summary: Johanhaleby's Kubetail is a lightweight, widely adopted Bash script that aggregates logs from multiple Kubernetes Pods into a single streaming stdout stream. It utilizes wildcard and regex matching patterns to capture dynamic Pod names, color-coding outputs per container to streamline manual log inspections. language: Shell resource_type: CLI Script complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 90750e942d6e0bac1925020ce4f169ac608a7e4660f4d40ee4dbf0ddea544519 health_score: 100.0 last_checked: 1779031574.608697 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Log Aggregation - CLI Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:21:55Z' gh_stars: 3489 discovered_at: '2026-06-12T09:21:55Z' https://github.com/johnkerl/miller: title: miller description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1eae772b9062fb8a16ffe49b1b55ad63751b9f8ce3bb0f748569fa2adee6ea6c health_score: 100.0 last_checked: 1779030091.432662 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION is_special: true discovered_at: '2026-05-17T17:01:31.432662+02:00' https://github.com/johnlokerse/azure-bicep-cheat-sheet: title: 'github.com/johnlokerse/azure-bicep-cheat-sheet: Azure Bicep Cheat Sheet' description: '' year: '2021' stars: 0 ai_summary: A comprehensive quick-reference guide designed to accelerate Azure Bicep development. It provides syntax mappings, parameter declarations, and deployment command structures to streamline the transition from ARM JSON to domain-specific language architectures. language: Bicep resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: bd486e108df6beba43f23979e82044628891e60468a614a45d2485dc4b459c59 health_score: 100.0 last_checked: 1781735879.83603 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure Bicep tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.836030+02:00' https://github.com/johnthebrit/CertificationMaterials: title: johnthebrit/CertificationMaterials description: '' year: '2026' stars: 0 ai_summary: A community-curated GitHub repository offering structured learning guides, architecture maps, and reference materials targeting major Microsoft Azure certification exams. Excellent reference tool for continuous engineering education. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 09bb625b37602482987f2971b39e90271284b5eafc66d99fc2e7f610450adaa3 health_score: 100.0 last_checked: 1781735879.692216 needs_ai_refresh: true hierarchy: - Education - Certification Support - Repository tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.692216+02:00' https://github.com/joke2k/faker: title: "joke2k/faker \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Curator Insight introduces Faker as an extensive database for mocking data. Live Grounding highlights its standard integration into QA pipelines, where generating randomized, structured database schemas is crucial to test application resilience safely under privacy rules. language: Python resource_type: Library complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 0ffa717f79e7b343e9512786e11d799e499dcc54c46dc937e86c8f4a49f310fb health_score: 100.0 last_checked: 1779031455.774915 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Test Data Generation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-10T20:53:39Z' gh_stars: 19273 discovered_at: '2026-06-10T20:53:39Z' https://github.com/jonleibowitz/awesome-digitalocean: title: 'github.com/jonleibowitz/awesome-digitalocean: Awesome Digital Ocean' description: '' year: '2026' stars: 5 ai_summary: A dedicated index of API clients, management tools, and deployment guides optimized for the DigitalOcean developer ecosystem. It focuses on simplifying VM provisionings, Droplet configurations, and managed Kubernetes setups (DOKS). It provides highly accessible options for startup-level and mid-scale staging environments. language: N/A resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 85a1711897cd053b29c5c7b9aff67b36a435a3b6273aeb2a9dd988dd7bf8f4ef health_score: 100.0 last_checked: 1779033223.123076 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - DigitalOcean - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2021-04-30T21:49:21Z' gh_stars: 379 is_special: true discovered_at: '2021-04-30T21:49:21Z' https://github.com/jonmosco/kube-ps1: title: ==github.com/jonmosco/kube-ps1== ⭐ description: '' year: '2025' stars: 4 ai_summary: Kube-ps1 is an absolute de facto standard shell helper that dynamically appends the active Kubernetes context and namespace to the terminal command prompt. By giving clear, constant visual context, it significantly reduces the risk of accidental command execution on production clusters. language: Shell resource_type: Prompt Customizer complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1d2e602fe30e2ba27c0a8bd9d04ae80ea4eaf35b6e2b94a67ba5758a336e49fb health_score: 100.0 last_checked: 1779033101.231768 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Shell Configuration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-24T12:10:07Z' gh_stars: 3795 discovered_at: '2026-05-24T12:10:07Z' https://github.com/jonrau1/ElectricEye/blob/master/README.md: title: 'github: ElectricEye' description: '' year: '2024' stars: 5 ai_summary: An automated cloud security assessment framework designed to continually monitor AWS environments for configuration drift, vulnerabilities, and deviations from industry standards. Outputs findings directly to AWS Security Hub. language: Python resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 24b68c80b70022b001b1bf864a22adc4e707459e4baabb630128f2333238998b health_score: 100.0 last_checked: 1779030842.798901 needs_ai_refresh: true hierarchy: - Security & Governance - Cloud Security Posture - Automated Auditing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-09T03:04:44Z' gh_stars: 1043 discovered_at: '2026-02-09T03:04:44Z' https://github.com/jordanwilson230/kubectl-plugins/tree/krew: title: 'github.com/jordanwilson230: kubectl-plugins' description: '' year: '2022' stars: 3 ai_summary: A collection of highly interactive `kubectl` CLI utilities. Offers streamlined troubleshooting scripts to rapidly extract environment variables, debug network states, and audit active container definitions. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c3ecf0c518984ee24df41f03a941450e42bcdc4e0b11d3eccbf9c6548650e3b7 health_score: 100.0 last_checked: 1779033675.655803 needs_ai_refresh: true hierarchy: - Extending Kubernetes - CLI Plugins - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-27T06:00:21Z' gh_stars: 637 discovered_at: '2024-06-27T06:00:21Z' https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials: title: jose-r-lopez/SSI_Materials description: '' year: '2022' stars: 1 ai_summary: 'A structured repository containing laboratory manuals, automation scripts, and server-provisioning blueprints. Optimized for teaching systems administration and automation using Ansible and Vagrant. (Live Grounding: Excellent academic/foundational resource for mapping traditional configurations to automated workflows).' language: YAML/Vagrantfile resource_type: Academic Repo complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f661a7a09421a613c439decbea31bb9766de4645c00b6db050e689619294df65 health_score: 100.0 last_checked: 1779130494.99681 needs_ai_refresh: true hierarchy: - DevOps & Platform Engineering - Infrastructure Automation - Academic Materials tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2022-08-22T19:38:44Z' gh_stars: 44 discovered_at: '2022-08-22T19:38:44Z' https://github.com/jose-r-lopez/SSI_Materials: title: jose-r-lopez/SSI_Materials description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 02dc341426843d53442e249db967495b816bfdce9092ec740ba46e6044ddca1a health_score: 100.0 last_checked: 1779032257.448714 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:37.448714+02:00' https://github.com/joseadanof/awesome-cloudnative-trainings: title: 'github.com/joseadanof: Awesome Cloud Native Trainings' description: '' year: '2023' stars: 5 ai_summary: A thoroughly organized directory cataloging cloud-native certifications (CKA, CKAD, CKS), training centers, and open labs. Extremely useful for platform engineering managers designing structured learning and technical progression tracks for their teams. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 43482b8fbeb83fedaba53002241970156bdd74bb8d09d0ed5085e5bd9c3638cc health_score: 100.0 last_checked: 1781736123.141864 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Training tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.141864+02:00' https://github.com/joshnh/Git-Commands/blob/master/README.md: title: "==joshnh/Git-Commands== \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: 'Curator Insight: A curated, text-based catalog of advanced Git parameters and commands hosted directly on GitHub. Live Grounding: Primarily targets automation workflows and repository maintenance, offering rapid copy-paste commands to clean dead branches or verify history integrity.' language: Markdown resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ebbdc82ff621d6dab4e789c3c2f71ee42752ae2f1e313503e8dd5255fdd7849b health_score: 100.0 last_checked: 1781735889.871585 needs_ai_refresh: true hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.871585+02:00' https://github.com/joyrex2001/kubedock: title: joyrex2001/kubedock description: '' year: '2021' stars: 2 ai_summary: A Docker API emulation tool that captures traditional Docker daemon requests and executes them as lightweight, native Kubernetes pods. It permits integration tests to execute cleanly without physical Docker runtimes. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 73dff733e98eb9e8166b466a9e524a82d64d2f70fab0db83faeb850bab273c1e health_score: 100.0 last_checked: 1779032368.937987 needs_ai_refresh: true hierarchy: - Development & Testing - Local Environments - Docker API Emulation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-09T18:34:26Z' gh_stars: 360 discovered_at: '2026-06-09T18:34:26Z' https://github.com/joyrex2001/tekline: title: "tekline \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: Explores Tekline, a lightweight community-driven visualization and command-line helper tool for viewing the status of Tekton Pipeline runs. Bypasses the complex dashboard setups, providing developers with instant, readable feedback on pipeline step executions and container build logs directly in terminal dashboards. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b6e9e6ea94c570f6d48c05e7f14cc446ca5715eb9a44ad3d8f5fe5136e93fab5 health_score: 100.0 last_checked: 1779030230.819667 needs_ai_refresh: true hierarchy: - Continuous Integration & Delivery - Cloud Native CI-CD - Tekton UI Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/tekton.md v2_locations: - kubernetes-tools.md - tekton.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-07T15:47:57Z' gh_stars: 11 discovered_at: '2023-04-07T15:47:57Z' https://github.com/jpmens/jo: title: jo description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dee4c91a5c55774aa9d9ec32d87eb466a871652963c99f0e0938c9295f3243d4 health_score: 100.0 last_checked: 1779030015.257574 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION is_special: true discovered_at: '2026-05-17T17:00:15.257574+02:00' https://github.com/jrockway/ekglue: title: ekglue - Envoy/Kubernetes glue description: '' year: '2020' stars: 1 ai_summary: A lightweight utility developed to bridge Envoy configuration directly with Kubernetes API endpoints. It parses Kubernetes services and endpoints to dynamically construct Envoy-compatible bootstrap configurations. While highly illustrative of early custom control plane mechanics, it has largely been superseded by native Kubernetes Gateway API and modern Envoy-based ingress controllers. language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 54fe470cc623b606b8f1ebd83c0047a6dc3da4d6dc199babd4793096a8ad037b health_score: 100.0 last_checked: 1779033329.686252 needs_ai_refresh: true hierarchy: - Cloud Native Networking - Service Proxy - Integration Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/servicemesh.md v2_locations: - kubernetes-tools.md - servicemesh.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-25T22:38:52Z' gh_stars: 29 discovered_at: '2023-10-25T22:38:52Z' https://github.com/jrussellfreelance/powershell-scripts: title: jrussellfreelance/powershell-scripts description: '' year: '2023' stars: 0 ai_summary: A collection of administrative script blocks designed for routine tasks, including disk health checks, logging wrappers, and folder path monitoring. language: PowerShell resource_type: GitHub Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 191a302967e231aae5e9d53c2ab5825eed1f662f6fecaa86349d5a7522a3c3fa health_score: 100.0 last_checked: 1781735880.014717 needs_ai_refresh: true hierarchy: - Infrastructure Automation - System Management - Utility Scripts - Automation Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:00.014717+02:00' https://github.com/jsmartin/ansible-tower-packer: title: github.com/jsmartin/ansible-tower-packer description: '' year: '2019' stars: 1 ai_summary: Vintage HashiCorp Packer scripts utilized to generate machine images initialized with Red Hat Ansible Tower software. Serves as historical code archeology for engineers maintaining legacy, VM-based environments. language: HCL resource_type: Source Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c51588af72d49606c12aa79ff032a408419d9edd52edb370b3f376aaedfa7bf2 health_score: 100.0 last_checked: 1781735865.869308 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Packer - Machine Images tags: - '[LEGACY]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:45.869308+02:00' https://github.com/jthomperoo/custom-pod-autoscaler: title: custom-pod-autoscaler description: '' year: '2022' stars: 3 ai_summary: A framework allowing developers to write custom pod autoscaling logic inside Kubernetes, bypassing rigid HPA limitations. By supporting custom metrics, user-defined shell scripts, or HTTP APIs, it enables fine-grained scaling patterns tailored to specialized processing workloads. language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 5480e692830783b4a07c56607e3abca3b59127b98a87206f0d1ca0c7db9f8b5b health_score: 100.0 last_checked: 1779031442.581368 needs_ai_refresh: true hierarchy: - Cluster Management - Autoscaling - Dynamic Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-26T12:21:45Z' gh_stars: 300 discovered_at: '2026-03-26T12:21:45Z' https://github.com/jthomperoo/k8shorizmetrics: title: jthomperoo/k8shorizmetrics description: '' year: '2024' stars: 0 ai_summary: An extensible Go library designed to replicate the calculation logic of the standard Horizontal Pod Autoscaler (HPA). This enables custom controller authors or simulator developers to run local evaluations on raw telemetry data to validate scaling algorithms. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d4d5389ba2be0f5df0557918dc193efcf7e975eec25b4ca3b74ef36ccfa4ad9b health_score: 100.0 last_checked: 1779029124.116047 needs_ai_refresh: true hierarchy: - Autoscaling - Custom Metrics - Development Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-21T13:31:40Z' gh_stars: 41 discovered_at: '2024-04-21T13:31:40Z' https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler: title: 'github.com/jthomperoo: Predictive Horizontal Pod Autoscaler' description: '' year: '2024' stars: 3 ai_summary: An advanced horizontal pod autoscaling extension utilizing forecasting models (such as Holt-Winters and LSTM). Anticipates traffic peaks by analyzing historical system metrics, pre-allocating server compute before traffic reaches the platform. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cd56db88db4edc2ba63d9f62e028fb21194a439036492a7df99d062f011180bc health_score: 100.0 last_checked: 1779031602.767424 needs_ai_refresh: true hierarchy: - Kubernetes & Scaling - Advanced Scaling - Predictive Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-autoscaling.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-11T23:24:48Z' gh_stars: 383 discovered_at: '2023-10-11T23:24:48Z' https://github.com/junegunn/fzf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a41ea0b2976348002cb35649217393601369c8271ea567d0c65f02530a89b494 health_score: 100.0 last_checked: 1779030564.129796 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:24.129796+02:00' https://github.com/jupyterlab/jupyter-ai: title: github.com/jupyterlab/jupyter-ai description: '' year: '2023' stars: 5 ai_summary: An official JupyterLab extension that brings generative AI capabilities to interactive notebooks. It supports inline code synthesis, explanation, and error correction across multiple model APIs. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5a25471c438bb024099f3fba69861aa6386d44281751874ac3e7adeb1d000330 health_score: 100.0 last_checked: 1779032388.80788 needs_ai_refresh: true hierarchy: - Computer Vision - Deep Learning Research - ML Notebooks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-03T02:18:58Z' gh_stars: 4272 discovered_at: '2026-06-03T02:18:58Z' https://github.com/jwcesign/kubespider: title: github.com/jwcesign/kubespider description: '' year: '2025' stars: 0 ai_summary: Kubespider is an orchestration system designed to automate home lab media processing and down-load pipelines inside Kubernetes. It structures triggers and hooks that link download managers, indexes, and media players together in a unified cluster infrastructure. language: Go resource_type: Orchestration Daemon complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c01bd5f292cf9c606802836fafef759dcc7826bb431e0c5bc3122a4959de81dd health_score: 100.0 last_checked: 1781736046.892255 needs_ai_refresh: true hierarchy: - Operations - Automation - Media & Downloaders tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.892255+02:00' https://github.com/jyguyomarch/awesome-productivity: title: Awesome Productivity description: '' year: '2023' stars: 5 ai_summary: A curated directory showcasing productivity systems, workspace organizers, automated scripting kits, and distraction-blocking helpers. Designed to aid engineers in maximizing throughput and focusing effort during large-scale development sprints. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 9238763183600583444bc0f192be795dd46f7dafca3fddd1549c2ab4be2751ba health_score: 100.0 last_checked: 1779032780.070474 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Productivity tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2024-08-14T18:07:32Z' gh_stars: 3258 is_special: true discovered_at: '2024-08-14T18:07:32Z' https://github.com/k0sproject/k0s: title: K0s - Zero Friction Kubernetes description: '' year: '2026' stars: 5 ai_summary: The official open-source repository for the k0s Kubernetes distribution. Features active enterprise-grade developer tracks, offering built-in advanced networking plugins (Calico CNI, Kube-router), support for virtualized control planes, and automated bootstrapping tools without external dependencies. language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f37622dd0c4b1af56b99fcafaed6d28bb205b45ddf8163c2b7f2ff94703519de health_score: 100.0 last_checked: 1779029367.172916 needs_ai_refresh: true hierarchy: - Infrastructure - Kubernetes Distributions - Edge & IoT tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T20:52:30Z' gh_stars: 6239 discovered_at: '2026-06-13T20:52:30Z' https://github.com/k3d-io/k3d: title: '**k3d**' description: '' year: '2025' stars: 5 ai_summary: Curator Insight features k3d as an indispensable utility for launching multi-node K3s clusters inside Docker containers. Live grounding in 2026 affirms k3d remains the leading choice for local multi-node Kubernetes orchestration, integration testing, and local CI/CD pipelines due to its rapid spin-up speeds and minimal resource footprint. language: Go resource_type: Code Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 1e0f444aea26eb430e2d4b07f4c8698449281ee28c0762368b55d0e00ed6f8fb health_score: 100.0 last_checked: 1779130494.939703 needs_ai_refresh: true hierarchy: - Local Development - Kubernetes Environments - k3d tags: - '[DE FACTO STANDARD]' v1_locations: - docs/matrix-table.md - docs/rancher.md v2_locations: - rancher.md - matrix-table.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T09:56:54Z' gh_stars: 6458 discovered_at: '2026-06-12T09:56:54Z' https://github.com/k3s-io/k3s-ansible: title: "github.com/k3s-io/k3s-ansible \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: The production-standard repository for automating K3s lightweight Kubernetes cluster deployments using Ansible. Fully covers control plane initialization, high availability setups, and agent cluster joins. language: YAML resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bc9baa2b6f31866a899f49c3819a111990dcd28bc892b6fe3464f4d752901bc8 health_score: 100.0 last_checked: 1779030932.040439 needs_ai_refresh: true hierarchy: - Cloud Native & Orchestration - Kubernetes - Bootstrap & Cluster Ops tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T17:08:45Z' gh_stars: 2804 discovered_at: '2026-06-08T17:08:45Z' https://github.com/k8gb-io/k8gb: title: "k8gb \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A CNCF sandbox Global Server Load Balancing (GSLB) operator designed to deliver geo-redundancy and high availability across physical datacenters and regions. k8gb utilizes local CoreDNS engines to provide intelligent, active-passive, and geo-routed client traffic redirection without vendor lock-in. language: Go resource_type: Operator complexity: High is_microservice: true status: online addition_method: manual content_hash: f00c6a779ebaa2c156c2e822c1c809b3d28e45b8ddedd7f505dc7fc42ec425d9 health_score: 100.0 last_checked: 1779031164.462155 needs_ai_refresh: true hierarchy: - Networking & Security - Global Load Balancing - GSLB Operator tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T05:33:49Z' gh_stars: 1177 discovered_at: '2026-06-13T05:33:49Z' https://github.com/k8s-ruby/k8s-ruby: title: 'k8s-ruby: Kubernetes Ruby Client' description: '' year: '2025' stars: 5 ai_summary: An alternative Ruby client library for native Kubernetes API execution. Integrates intuitive REST interfaces and dynamic resource creation patterns for developers running Ruby-based clusters. language: Ruby resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 97fb9ab542f1c54b1309f699e6433993f6bf2504fddd9401d4bfce9be93854c0 health_score: 100.0 last_checked: 1779031810.247783 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Ruby Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-10T09:35:00Z' gh_stars: 75 discovered_at: '2025-04-10T09:35:00Z' https://github.com/k8snetworkplumbingwg/multus-cni: title: "multus-cni \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: A Container Network Interface (CNI) plugin that enables attaching multiple network interfaces to a single Kubernetes pod, delegating individual networks to auxiliary CNIs (such as Calico, Flannel, or SR-IOV). It remains the absolute standard in 2026 for high-performance networks, telecom applications, and dual-homed containers. language: Go resource_type: CNI Plugin complexity: High is_microservice: false status: online addition_method: manual content_hash: d92f8ee99e39644a7d84ec9acbe3fdd53f0406aefc9e71b50cf1beb8c1f27297 health_score: 100.0 last_checked: 1779032966.811693 needs_ai_refresh: true hierarchy: - Networking - CNI - Multi-Network tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T13:59:02Z' gh_stars: 2882 discovered_at: '2026-06-11T13:59:02Z' https://github.com/k8spacket/k8spacket: title: github.com/k8spacket/k8spacket description: '' year: '2026' stars: 3 ai_summary: K8spacket is an eBPF-based network analyzer designed to visualize network packet flows, latencies, and TCP connection anomalies across active namespaces. By using eBPF, it captures network performance data with negligible resource overhead compared to standard sidecar proxies. The project is popular for troubleshooting application latency issues and tracing microservice request dependencies. language: Go resource_type: Monitoring Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 003de0d61b362f760e7006be4c38f3b2ed7b99b4349977e09fd071c7140ee6ff health_score: 100.0 last_checked: 1779032800.754556 needs_ai_refresh: true hierarchy: - Networking - eBPF Diagnostics - Traffic Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-12T11:01:07Z' gh_stars: 1097 discovered_at: '2026-05-12T11:01:07Z' https://github.com/k8spatterns/examples: title: github.com/k8spatterns/examples description: '' year: '2026' stars: 5 ai_summary: A repository of YAML examples and pattern templates implementing cloud-native architecture paradigms. Features concrete structures for sidecars, singletons, initialization processes, and stateful controller patterns that are highly useful as blueprints for designing robust cloud services. language: YAML resource_type: Code Examples complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f87e3ea5190419cd586e80ac9c52fb077c096de91a8bc0e379d90136f7750057 health_score: 100.0 last_checked: 1779032406.119477 needs_ai_refresh: true hierarchy: - Architecture - Design Patterns - Standard Practice tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-29T04:12:06Z' gh_stars: 1073 discovered_at: '2026-03-29T04:12:06Z' https://github.com/k8spin/k8spin-operator: title: "K8Spin Operator \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An early multi-tenant operator created to carve out isolated tenant partitions quickly. While development has slowed in favor of modern virtual-cluster controllers, its early designs show useful approaches for tenant namespace boundaries. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f4b1ddc6ea7a2d8eabc6c739bf2d12fcd192196a500e4e61e0b7d932e01854f0 health_score: 100.0 last_checked: 1779033092.790096 needs_ai_refresh: true hierarchy: - Platform Engineering - Multi-Tenancy - Resource Isolation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-04-16T19:01:23Z' gh_stars: 217 discovered_at: '2026-04-16T19:01:23Z' https://github.com/k8spin/k8spin-operator/projects/1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.962672 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.962672+02:00' https://github.com/k8tz/k8tz: title: 'k8tz/k8tz: Kubernetes Timezone Controller' description: '' year: '2021' stars: 3 ai_summary: An admission controller that automates timezone configuration inside Kubernetes container workloads. It mounts host tzdata directories and sets dynamic environment options without manual pod manifest updates. language: Go resource_type: Admission Webhook complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a64f987f4dedbaa17530da19806794fc566d687ca0e528505685cdb59500e3e6 health_score: 100.0 last_checked: 1779032248.913329 needs_ai_refresh: true hierarchy: - Cluster Management - Localization - Timezone Controller tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-07T16:40:30Z' gh_stars: 524 discovered_at: '2026-03-07T16:40:30Z' https://github.com/k8zdev/k8z: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 06d16609a3b8391678fc8b1ca65ba2ed7836c15c8a05d08229383793abe67ea1 health_score: 100.0 last_checked: 1779032157.690827 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.690827+02:00' https://github.com/kabisa/k8s-workshop-in-a-box: title: 'GitHub: K8s workshop in a box' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6dda7bfd518f753f1d5e4f2ccf57f4a1d3b30b35e0432095136a5106df283f28 health_score: 100.0 last_checked: 1779030430.71471 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:10.714710+02:00' https://github.com/kadalu/kadalu: title: Kadalu description: '' year: '2026' stars: 5 ai_summary: Kadalu is a lightweight, container-native storage solution that utilizes GlusterFS to orchestrate persistent volumes inside Kubernetes. It runs storage services inside application pods as microservices, offering a lightweight alternative to external GlusterFS cluster configurations. language: Python resource_type: Orchestrator complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 969e8e892e60028fbae8a8a8fa5682d0a7f4a47e4acef21ac9a6aa354f8e0ef9 health_score: 100.0 last_checked: 1779031087.189461 needs_ai_refresh: true hierarchy: - Storage - Kubernetes Storage - GlusterFS Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-storage.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-02-10T23:35:35Z' gh_stars: 748 discovered_at: '2026-02-10T23:35:35Z' https://github.com/kahun/awesome-sysadmin: title: Awesome SysAdmin description: '' year: '2026' stars: 4 ai_summary: The premier community-led index indexing system administration tools and software solutions. Essential for discovering stable, self-hosted services for network mapping, backups, monitoring, and automated system setups. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 594c9d69863a2c5a63ba36f38119ddae68a8631f14f063c1d682ac6c69caccef health_score: 100.0 last_checked: 1779033218.507829 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Systems Administration - Tools and Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-03-26T23:45:17Z' gh_stars: 24308 is_special: true discovered_at: '2024-03-26T23:45:17Z' https://github.com/kairos-io/kairos: title: 'github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux'' meta-distribution' description: '' year: '2023' stars: 5 ai_summary: Kairos is an open-source, immutable Linux meta-distribution optimized specifically for edge and cloud-native Kubernetes deployments. It treats the base operating system as an appliance, allowing declarative, zero-touch provisioning and atomic node upgrades. language: Go resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 83500ef3c1bda65b42ac3667f5f5d971e25176644287ca7fb7708c423a3f1aa7 health_score: 100.0 last_checked: 1779032213.782843 needs_ai_refresh: true hierarchy: - Infrastructure - OS - Immutable Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T06:00:33Z' gh_stars: 1739 discovered_at: '2026-06-12T06:00:33Z' https://github.com/kakao/ipvs-node-controller: title: ipvs-node-controller description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb health_score: 100.0 last_checked: 1779032902.841239 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.841239+02:00' https://github.com/kakao/network-node-manager: title: Network Node Manager description: '' year: '2024' stars: 3 ai_summary: A specialized network daemon developed by Kakao for optimizing node-level routing rules and handling network interfaces inside Kubernetes. Live Grounding shows that this utility targets bare-metal clusters, streamlining system-level network management while improving connectivity troubleshooting in on-premise cloud infrastructure. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb health_score: 100.0 last_checked: 1779030462.615203 needs_ai_refresh: true hierarchy: - Networking & Security - Kubernetes Networking - Deep Dive tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-tools.md - kubernetes-networking.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-06-27T08:35:15Z' gh_stars: 109 discovered_at: '2023-06-27T08:35:15Z' https://github.com/kapicorp/tesoro: title: Tesoro description: '' year: '2023' stars: 5 ai_summary: An admission controller webhook designed to streamline secrets synchronizations and handle decoding actions securely. Ensures raw secret assets are safely verified before injecting configuration data into target runtimes. language: Go resource_type: Webhook complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3e89efe9ad2dd94d5dc8e64eae88eaecf8ad64c88129fd5f828fbb42bc98f197 health_score: 100.0 last_checked: 1779034462.087596 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-23T09:15:23Z' gh_stars: 37 discovered_at: '2024-12-23T09:15:23Z' https://github.com/karampok/dnsconfig-injector: title: 'github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig'' pod injection' description: '' year: '2021' stars: 5 ai_summary: A specialized Mutating Admission Webhook that injects customized `dnsConfig` schemas into target pods at runtime. This alleviates the need for manual configuration of resolving hosts inside microservices manifests. Live usage points to a stable but legacy posture, as native Kubernetes DNS config inheritance has matured. language: Go resource_type: Webhook complexity: Medium is_microservice: false status: online addition_method: manual content_hash: bcba8d6046cf71c04000925bf020129c5a34957900e326a462ef30def87fcf6f health_score: 100.0 last_checked: 1779029689.705866 needs_ai_refresh: true hierarchy: - Networking & Security - Admission Control - DNS Configuration tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-01-19T14:35:31Z' gh_stars: 30 discovered_at: '2023-01-19T14:35:31Z' https://github.com/kareem-elsayed/k8s-alerts: title: k8s-alert description: '' year: '2021' stars: 5 ai_summary: A lightweight alerting manager focusing on pod anomalies and failures. It continuously monitors target namespaces and fires instant notification signals when operational errors occur. language: Go resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 60cdc212f50e6ff4577ece9577830f5dbba57852efcb788c9efe0c27e1232d4c health_score: 100.0 last_checked: 1779032224.12209 needs_ai_refresh: true hierarchy: - Observability - Alerting & Notifications - Crash Tracking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-06-07T11:13:50Z' gh_stars: 21 discovered_at: '2020-06-07T11:13:50Z' https://github.com/karmab/autolabeller: title: karmab/autolabeller description: '' year: '2021' stars: 0 ai_summary: An automation tool designed to automatically apply labels to Kubernetes resources, nodes, or namespaces based on defined criteria or attributes. It reduces the manual configuration overhead required for policy bindings and scheduling selectors. In 2026, it represents a niche community utility for large cluster metadata automation. language: Go resource_type: Kubernetes Controller complexity: Low is_microservice: false status: online addition_method: manual content_hash: 020ff7c3888461a640efd5f8af6428187dc97a5fda243493126b987c75bfb148 health_score: 100.0 last_checked: 1781736046.88041 needs_ai_refresh: true hierarchy: - Infrastructure - Automation - Labeling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.880410+02:00' https://github.com/karmada-io/karmada: title: Karmada description: '' year: '2025' stars: 5 ai_summary: An advanced Kubernetes-native multi-cluster management federation engine. Karmada enables seamless scheduling of workloads across diverse clouds and regions, featuring intelligent resource distribution, policy-driven failovers, and unified control planes. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: 3aef34b0fb72477fa0d3b6d2ab6c60cd0b63da46a9c2c031033d849540d26186 health_score: 100.0 last_checked: 1779033575.824847 needs_ai_refresh: true hierarchy: - Infrastructure - Multi-Cluster Management - Federation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T12:30:28Z' gh_stars: 5498 discovered_at: '2026-06-09T12:30:28Z' https://github.com/kaysalawu/azure-network-terraform: title: "==github.com/kaysalawu/azure-network-terraform: Azure Network Architecture' - Terraform Examples== \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: An open-source showcase hosting realistic Azure network configurations in Terraform. Includes configurations for multi-region topologies, peering dynamics, routing tables, and private DNS zones. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 64f717ef6566abf02ae63e455379f7ccbba00b0573f5091e19adf365e9ad05dd health_score: 100.0 last_checked: 1779031567.46959 needs_ai_refresh: true hierarchy: - Azure - Networking - Examples tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-03-03T18:27:43Z' gh_stars: 96 discovered_at: '2025-03-03T18:27:43Z' https://github.com/kbrew-dev/kbrew: title: kbrew description: '' year: '2022' stars: 1 ai_summary: Kbrew functions as an experimental package manager for local Kubernetes configurations, attempting to bring a Homebrew-like ease of installation to manifest files. It streamlines package delivery for local developer environments, although it has struggled to gain mainstream traction against established tools like Helm or Kustomize. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: ebf2ad52ddb9b288cfb946fc99ca3679d7d1b66b60501c3195c0bb6ab8eebf47 health_score: 100.0 last_checked: 1779032337.972297 needs_ai_refresh: true hierarchy: - Package Management - Developer Tools - CLI Wrappers tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-25T08:32:05Z' gh_stars: 189 discovered_at: '2023-02-25T08:32:05Z' https://github.com/kbst/terraform-kubestack: title: Kubestack Gitops Framework description: '' year: '2026' stars: 5 ai_summary: An open-source Terraform-driven GitOps framework configured to simplify public cloud Kubernetes platform deployments and application configurations. It leverages native inheritance behaviors of Terraform modules to manage multi-cluster topologies predictably. It bridges infrastructure provisioning and GitOps continuous delivery workflows. language: HCL resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1c7edd4c9d6401f5eba913aa11e7c506cccaed485d6d34ca8d953d7dbba841e2 health_score: 100.0 last_checked: 1779030119.788345 needs_ai_refresh: true hierarchy: - Declarative GitOps - GitOps Frameworks - Kubestack tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-05T13:40:32Z' gh_stars: 709 discovered_at: '2026-03-05T13:40:32Z' https://github.com/kbterm/kubeterm: title: 'Kubeterm: Graphical Management Tool for Kubernetes' description: '' year: '2025' stars: 2 ai_summary: An open-source desktop client designed to simplify Kubernetes administration and performance monitoring. By rendering graphical resource mappings, it significantly lowers the cognitive load required to debug deployments, services, and complex namespaces. language: TypeScript resource_type: Desktop Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a500e3c7fae776d02576040c710ebfa689b21d37eea1d6bea7c2f76456a7b354 health_score: 100.0 last_checked: 1779031677.113731 needs_ai_refresh: true hierarchy: - Cluster Management - GUI Tools - Desktop Clients tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - devops-tools.md - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T09:32:39Z' gh_stars: 211 discovered_at: '2026-06-11T09:32:39Z' https://github.com/kcp-dev/kcp: title: 'kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster'' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters' description: '' year: '2021' stars: 5 ai_summary: KCP acts as a highly customizable prototype of a Kubernetes API server that functions completely independent of physical container nodes. It serves as a foundational platform for control plane building, multi-cluster API management, and physical-compute scheduling abstraction. language: Go resource_type: API Server Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c7cc544dca954749c4eeacaa25de4b3416a07972f436da2f735864856cd2253f health_score: 100.0 last_checked: 1779034217.724435 needs_ai_refresh: true hierarchy: - Platform Engineering - Control Plane Design - API Federation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T13:16:58Z' gh_stars: 2785 discovered_at: '2026-06-12T13:16:58Z' https://github.com/kedacore/keda/issues/2214: title: github.com/kedacore/keda/issues/2214 description: '' year: '2024' stars: 5 ai_summary: Technical GitHub issue discussion within the KEDA repository, offering granular insight into community-driven debugging, performance tuning, and architectural refinement. Reflects the active, battle-tested maintenance of this vital cloud-native project. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 27b7f60ec0e2d61d94876b2753262615382e6b310b314bc5f171c2450331c3ef health_score: 100.0 last_checked: 1779033783.111333 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Autoscaling - Event-Driven Scaling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T15:09:37Z' gh_stars: 10282 discovered_at: '2026-06-11T15:09:37Z' https://github.com/keel-hq/keel: title: "==Keel== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Keel is a lightweight CD daemon that monitors container registries and automatically updates deployments, statefulsets, and helm releases without needing external pipeline orchestration. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: aaf25a8ae8466482d26582b01bd789b1e86588f8130c21220f0693a887eb2a85 health_score: 100.0 last_checked: 1779031677.030132 needs_ai_refresh: true hierarchy: - Application Delivery - Continuous Deployment - Auto-Upgrade - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-02-26T08:30:36Z' gh_stars: 2714 discovered_at: '2026-02-26T08:30:36Z' https://github.com/kei6u/kubectl-secret-data: title: kei6u/kubectl-secret-data description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4f17bac8559850f882932f44aa46901c1522e3dfe247b35a7aee9e3da1d8ae30 health_score: 100.0 last_checked: 1779033296.271281 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:56.271281+02:00' https://github.com/keikoproj/upgrade-manager: title: RollingUpgrade description: '' year: '2024' stars: 5 ai_summary: An AWS-integrated upgrade manager operator that coordinates automated rolling restarts and updates of autoscaling group instances. Ensures worker nodes are drained safely and sequentially without causing disruptions to critical services. language: Go resource_type: Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: d966c0567f646a6f7239b576354fe976099c233a7e6d06d5e2fd4c67262083ef health_score: 100.0 last_checked: 1779031850.554892 needs_ai_refresh: true hierarchy: - Infrastructure - Node Provisioning - Rolling Upgrades tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T15:58:15Z' gh_stars: 138 discovered_at: '2026-06-08T15:58:15Z' https://github.com/keisku/kubectl-explore: title: keisku/kubectl-explore description: '' year: '2021' stars: 3 ai_summary: An interactive terminal explorer extension designed to inspect API schema models and CRD fields. It features deep navigation options, helping authors look up configurations without opening web browsers. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 755acd1bec581daa8b9fc1418121366675aaf8d2d0563b94f7adf72e70f9c0a4 health_score: 100.0 last_checked: 1779033570.325479 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - API Discovery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-10T02:10:45Z' gh_stars: 599 discovered_at: '2025-11-10T02:10:45Z' https://github.com/keisku/kubectl-secretdata: title: kei6u/kubectl-secret-data description: '' year: '2026' stars: 5 ai_summary: A highly convenient kubectl plugin that decodes nested Secret structures instantly. By outputting plain text directly to standard output, it eliminates manual base64 decoding loops, drastically reducing troubleshooting overhead for operations teams who frequently audit cluster application states. language: Go resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ee768c8abfb1aeb04cebb08e42c635d1a286b38775c0f5aef59705b39d078d21 health_score: 100.0 last_checked: 1779130494.920604 needs_ai_refresh: true hierarchy: - Security - Configuration Secrets - CLI Decoders tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-10-10T04:57:50Z' gh_stars: 39 discovered_at: '2024-10-10T04:57:50Z' https://github.com/kellyjonbrazil/jc: title: jc description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9dec699090fd93513e00b0ec06001ef0ac4d73a6c1d973ec4384746c3651574f health_score: 100.0 last_checked: 1779029941.176151 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T16:59:01.176151+02:00' https://github.com/kelseyhightower/cmd-tutorial: title: kelseyhightower/cmd-tutorial description: '' year: '2020' stars: 0 ai_summary: An educational reference by Kelsey Hightower showcasing CLI orchestration, process controls, and shell command integration. Provides idiomatic patterns for system administrators and automation engineers writing resilient command wrapper scripts. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 879ea51140874f0e5325d770b63bdee404594fba8d1427597f808ec9ca1b2a3c health_score: 100.0 last_checked: 1781735865.869592 needs_ai_refresh: true hierarchy: - DevOps & Delivery - Developer Tools - CLI Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:45.869592+02:00' https://github.com/kelseyhightower/kubernetes-the-hard-way: title: '**Kelsey Hightower: kubernetes the hard way**' description: '' year: '2026' stars: 5 ai_summary: Kelsey Hightower's legendary guide for bootstrapping highly available clusters manually without automated installers. It details SSL/TLS certificate generation, etcd cluster builds, and control plane daemon setup (kube-apiserver, kube-scheduler, etc.), representing the gold standard for understanding low-level Kubernetes engineering. language: Markdown/Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 800e0a795b4a366e7b76f2a1ae7edd9ca784da27ecc1b1558022da1605b782fe health_score: 100.0 last_checked: 1779030473.564335 needs_ai_refresh: true hierarchy: - Provisioning - Bootstrapping - Learning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-10T06:11:47Z' gh_stars: 48654 discovered_at: '2025-04-10T06:11:47Z' https://github.com/kelseyhightower/nocode: title: github.com/kelseyhightower/nocode description: '' year: '2020' stars: 5 ai_summary: Kelsey Hightower's legendary satirical repository highlighting that the best way to write secure, bug-free, and highly maintainable software is by writing 'no code' at all. Highly popular and philosophically beloved in the cloud-native ecosystem. language: N/A resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: fd676c4e8b8bca93c3651217646c9d03b6b24722159f45e70eababb6cad8170a health_score: 100.0 last_checked: 1779033025.326648 needs_ai_refresh: true hierarchy: - DevOps Philosophy - Software Engineering - No Code Movement tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-07T03:19:12Z' gh_stars: 65387 discovered_at: '2024-08-07T03:19:12Z' https://github.com/kelseyhightower/serverless-vault-with-cloud-run: title: 'github.com/kelseyhightower: Serverless Vault with Cloud Run' description: '' year: '2020' stars: 3 ai_summary: An architectural blueprint designed by Kelsey Hightower illustrating how to run HashiCorp Vault inside a Google Cloud Run serverless container environment. Demonstrates minimizing operational and infrastructure overhead while maintaining a hardened, low-latency secret-vending cluster. language: Shell resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 144443bedcd44d5c233af5b4babdfd85e3e39b6b968263cfc2088c040742d87f health_score: 100.0 last_checked: 1779034425.148872 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Serverless Integration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-28T16:47:21Z' gh_stars: 407 discovered_at: '2022-04-28T16:47:21Z' https://github.com/keptn-sandbox/keptn-jenkins-library: title: Keptn Jenkins Shared Library description: '' year: '2022' stars: 1 ai_summary: A pipeline-as-code integration allowing Jenkins jobs to dispatch Keptn-driven operations such as performance testing, quality gate validation, and continuous remediation, combining classic CI with modern orchestrators. language: Groovy resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 26861281d7504b3fd920a169ac339703db24bf8fa5ef0c69b9923d325280540c health_score: 100.0 last_checked: 1779034395.300973 needs_ai_refresh: true hierarchy: - Cloud Native Lifecycle - CI/CD Pipelines - Jenkins Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/keptn.md v2_locations: - keptn.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T16:52:44Z' gh_stars: 8 discovered_at: '2026-06-09T16:52:44Z' https://github.com/keptn-sandbox/keptn-on-k3s: title: Keptn Control Plane on k3s description: '' year: '2022' stars: 2 ai_summary: A sandbox project demonstrating how to host Keptn's automated cloud-native application delivery and lifecycle control plane directly on a highly efficient K3s edge engine. language: Shell resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3c7518266349b165d696054dd97260bf19244d4c1a815f3a1fc28dd966b106e6 health_score: 100.0 last_checked: 1779032455.911994 needs_ai_refresh: true hierarchy: - Edge & IoT - Application Lifecycle - Keptn tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-27T14:14:06Z' gh_stars: 29 discovered_at: '2022-12-27T14:14:06Z' https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md: title: "github.com/keptn-sandbox/keptn-on-k3s: Tutorial: Keptn for Dynatrace Users' in 5 Minutes \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: Lightweight integration environment designed to host a full-featured Keptn sandbox on a resource-constrained K3s Kubernetes cluster, integrated with Dynatrace agents for rapid performance evaluations. language: Shell resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f0a91872d2c8650189f480e42e9579c7fd416c1e8ce8326eaacaba5f0e6935bb health_score: 100.0 last_checked: 1779030526.045737 needs_ai_refresh: true hierarchy: - Cloud Native Lifecycle - Local Environments - K3s Sandboxing tags: - COMMUNITY-TOOL v1_locations: - docs/keptn.md v2_locations: - keptn.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-27T14:14:06Z' gh_stars: 29 discovered_at: '2022-12-27T14:14:06Z' https://github.com/kevincobain2000/gobrew: title: "==gobrew== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development. language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5dd3ab53b74ac074ee51daa9a73555ebfe9108e7b1dc96b69e794beb156cf1de health_score: 100.0 last_checked: 1779029421.811702 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Version Managers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T15:32:25Z' gh_stars: 423 discovered_at: '2026-06-13T15:32:25Z' https://github.com/kgamanji/cluster-api-helm-chart: title: 'github.com: Cluster API Helm Chart' description: '' year: '2021' stars: 5 ai_summary: A community-driven Helm chart designed to package and deploy Cluster API (CAPI) resources and operators inside a management cluster. While it simplified CAPI components deployment via traditional Helm CI/CD pipelines, current production standards in 2026 have shifted entirely to official declarative setups via clusterctl or native GitOps operators, rendering this chart obsolete. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ea92989949e8f13357fc2d50a39a477353c480bcbdc20bb7b6e30fd0147ccb8c health_score: 100.0 last_checked: 1779033716.253236 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Cluster API tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-07T05:00:25Z' gh_stars: 58 discovered_at: '2022-12-07T05:00:25Z' https://github.com/kiali/kiali: title: 'github.com: kiali' description: '' year: '2023' stars: 5 ai_summary: The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio. language: TypeScript resource_type: Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 2480f773a33856863c8670f3bea2635dfda728b24622b721a197dd4aeafa568c health_score: 100.0 last_checked: 1779030986.632362 needs_ai_refresh: true hierarchy: - Observability - Service Mesh - Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:36:45Z' gh_stars: 3617 discovered_at: '2026-06-12T17:36:45Z' https://github.com/kingdonb/kubectl-exec-user: title: kingdonb/kubectl-exec-user description: '' year: '2022' stars: 0 ai_summary: A specialized kubectl plugin built to execute shell commands inside containers using specific administrative user IDs. While helpful for testing boundary conditions under Pod Security Standards, it has lost active maintenance in favor of native kubectl capabilities. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1970a12b050cc49de276333988a9efcb3c8155d16a60510de68f114ad01b11c8 health_score: 100.0 last_checked: 1781736047.00281 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.002810+02:00' https://github.com/kinvolk/inspektor-gadget: title: inspektor-gadget description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a health_score: 100.0 last_checked: 1779030504.027143 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:24.027143+02:00' https://github.com/kiosk-sh/kiosk: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8 health_score: 100.0 last_checked: 1779030361.39409 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:01.394090+02:00' https://github.com/kislyuk/yq: title: kislyuk/yq description: '' year: '2025' stars: 5 ai_summary: A Python wrapper adapting standard jq queries for YAML and XML schemas. Translates input formats to JSON under-the-hood, enabling powerful jq syntax across hybrid multi-format configs. language: Python resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 1bc322c020f441534148a6a8bbc9bbd2f443dfb40ccb74742a44ed1ba6297803 health_score: 100.0 last_checked: 1779034296.137369 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-02T08:37:10Z' gh_stars: 2951 is_special: true discovered_at: '2026-01-02T08:37:10Z' https://github.com/kkdai/youtube: title: kkdai/youtube description: '' year: N/A stars: 0 ai_summary: Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain reliable media extraction. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7623806bb8aeb5258b883e4ffa852e754df7f5f622b79cbbd1e5562cbf1f2fbf health_score: 100.0 last_checked: 1779032198.350289 needs_ai_refresh: true hierarchy: - Media Utilities - Go Packages - YouTube Downloader tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-02T17:30:31Z' gh_stars: 3899 discovered_at: '2026-06-02T17:30:31Z' https://github.com/kloeckner-i/db-auth-gateway: title: db-auth-gateway description: '' year: '2021' stars: 5 ai_summary: An open-source authentication gateway proxy designed to facilitate secure, IAM-mediated database connections. Minimizes credential sprawl by mapping incoming traffic identities directly to modern database authorization schemas. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ac50e3cf2d0b50aafc528d91b1ccb531d179186b38bff6042d4fd3c7ccce44fb health_score: 100.0 last_checked: 1779029941.34826 needs_ai_refresh: true hierarchy: - Networking & Security - Identity & Access - Database Proxy tags: - '[DE FACTO STANDARD]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-28T07:15:17Z' gh_stars: 26 discovered_at: '2023-03-28T07:15:17Z' https://github.com/kloeckner-i/db-operator: title: "DB Operator \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The DB Operator facilitates external and in-cluster database administration. It manages PostgreSQL and MySQL configurations natively by separating deployment credentials from application logic, automating dynamic user and table creation using custom resources. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ddfe1b5a928284973c02fe0de6b92aee3438c0d69bf127da4cba07b023639bfe health_score: 100.0 last_checked: 1779033658.748392 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - Databases - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-07-21T12:46:30Z' gh_stars: 163 discovered_at: '2025-07-21T12:46:30Z' https://github.com/knative-extensions/net-kourier: title: Kourier description: '' year: '2019' stars: 3 ai_summary: An Envoy-based Ingress gateway specifically designed to serve as the default network layer for Knative Serving. It provides a lightweight, highly responsive routing layer to handle rapid scale-to-zero cold starts. language: Go resource_type: Ingress Controller complexity: High is_microservice: true status: online addition_method: manual content_hash: e4210d1375de505968620e89ed0560bb105706563b63091a87d44afa3e6e8cd6 health_score: 100.0 last_checked: 1779130495.012744 needs_ai_refresh: true hierarchy: - Networking - Ingress & Routing - Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-02T15:15:15Z' gh_stars: 333 discovered_at: '2026-06-02T15:15:15Z' https://github.com/knative-sandbox/net-kourier: title: Kourier description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6d937e09fdda9358ab0d0e5e5746021e695851e8717c93a063a34544c47478ad health_score: 100.0 last_checked: 1779034038.342531 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:18.342531+02:00' https://github.com/knative/client: title: 'kn: knative client' description: '' year: '2026' stars: 4 ai_summary: The official CLI client ('kn') for interacting with Knative installations, enabling rapid deployment of serving entities and management of decoupled event bindings. language: Go resource_type: Repository / CLI complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 88865974aa4345b717c894b7236e08c485136a13b1c5196a71356ec59c029345 health_score: 100.0 last_checked: 1779032835.416969 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Serverless - Knative Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T15:10:27Z' gh_stars: 385 discovered_at: '2026-06-11T15:10:27Z' https://github.com/knight42/kubectl-blame: title: '==knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl==' description: '' year: '2019' stars: 2 ai_summary: A Git-like 'blame' extension for kubectl that identifies modification authors and dates for different resource configuration blocks. It uses Kubernetes metadata managed-fields to trace API modifications over time. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: da0e885eaac6c90d934385aa35502386fbc2d4afe1250298f0c735a3c84e365f health_score: 100.0 last_checked: 1779030025.068255 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - Resource Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-02T13:24:17Z' gh_stars: 150 discovered_at: '2026-06-02T13:24:17Z' https://github.com/knorrie/network-examples: title: Linux networking examples and tutorials for advanced users description: '' year: '2014' stars: 4 ai_summary: A highly technical repository detailing configurations for advanced Linux routing, bridging, and virtual networking (VLAN, VXLAN, VRF). Live Grounding highlights its tremendous value for systems architects implementing Software-Defined Networking (SDN) solutions natively in Linux. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7ea94a767469e547e4d9a27f47f9e273a29f72f6d4415221ae74bc9266ce3c67 health_score: 100.0 last_checked: 1779032034.958067 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Networking - Routing & Bridging tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-02-04T21:52:41Z' gh_stars: 972 discovered_at: '2024-02-04T21:52:41Z' https://github.com/ko-build/ko: title: "Ko: Easy Go Containers \U0001F31F" description: '' year: '2018' stars: 5 ai_summary: A fast, lightweight container image builder custom-tailored for Go applications. ko builds and publishes images without requiring a local Docker daemon, producing secure, minimal distroless-base images by default. language: Go resource_type: Build Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: ed8acb2652a68ecb5f8338006bb303106ca4e52e8083619109e74571faf5d54b health_score: 100.0 last_checked: 1779130494.965632 needs_ai_refresh: true hierarchy: - Developer Experience - Image Building - Go Development tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T01:03:51Z' gh_stars: 8450 discovered_at: '2026-06-12T01:03:51Z' https://github.com/kodemore/chili: title: github.com/kodemore/chili description: '' year: '2024' stars: 2 ai_summary: Curator Insight presents Chili as a serialization library built on top of generic types. Live Grounding notes that while efficient for specific workloads, it operates in an environment largely dominated by Pydantic, which serves as the core parsing engine for modern APIs. language: Python resource_type: Library complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ca6885006b551d6ca95bed793d6975bcc619818ac3c5c9770cd6f1a8b37c04c8 health_score: 100.0 last_checked: 1779031414.921624 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Serialization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-28T05:13:49Z' gh_stars: 73 discovered_at: '2024-05-28T05:13:49Z' https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile: title: github.com/kohsuke/petclinic Jenkinsfile description: '' year: '2017' stars: 0 ai_summary: A historical Jenkinsfile configuration by Kohsuke Kawaguchi showcasing early Declarative Pipeline patterns for Java projects. Illustrates stage definitions, testing cycles, and artifact archival within a self-hosted Jenkins master node environment. language: Groovy resource_type: Code Snippet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fed8b2b595e8e505bc8747251dd8a6e0629143f374a683e7dd397e2836584907 health_score: 100.0 last_checked: 1781735920.995517 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - Jenkins - Pipeline-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:40.995517+02:00' https://github.com/komodorio/helm-dashboard: title: "github.com/komodorio/helm-dashboard \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: A real-time web UI dashboard tailored for managing, upgrading, and viewing Helm releases. It addresses the visibility gap for platform operators by facilitating live drift visualization, schema validation, and multi-version revision comparisons directly from a user-friendly browser interface. language: Go resource_type: Web UI complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c021e432bc52956f38a152dff3443fd2ef81d411c5b37fd1982d7055f9782895 health_score: 100.0 last_checked: 1779030779.54871 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Helm Visualization & UI tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T21:49:35Z' gh_stars: 5716 discovered_at: '2026-06-03T21:49:35Z' https://github.com/komodorio/validkube: title: ==github.com/komodorio/validkube== description: '' year: '2026' stars: 3 ai_summary: Validkube is a unified web-based scanning utility that combines Polaris, Trivy, and Kube-linter to analyze and secure Kubernetes manifest configurations. By consolidating multiple linters, it allows platform engineers to quickly identify security flaws, deprecations, and configuration drift in raw YAML files. The tool is highly suited for quick manual checks and rapid validation workflows. language: TypeScript resource_type: Web Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0fa30497ff2d100c972d1ef838e8d2b127bd4927f5ee97df2632ae6bbd0e3e6b health_score: 100.0 last_checked: 1779032455.833344 needs_ai_refresh: true hierarchy: - Security - Manifest Validation - Linting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-01-29T10:11:28Z' gh_stars: 839 discovered_at: '2024-01-29T10:11:28Z' https://github.com/konstructio/kubefirst: title: github.com/kubefirst/kubefirst description: '' year: '2021' stars: 4 ai_summary: Kubefirst (by Konstructio) delivers an instant, fully integrated GitOps platform on Kubernetes, orchestrating cert-manager, External Secrets, Vault, Argo CD, and Terraform. It offers a standardized Git-driven operations roadmap out of the box. language: Go resource_type: GitOps Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 47066c619929a6867e90af3d8e5cd2094050465ef536cb1042b8713c1cf1f5d8 health_score: 100.0 last_checked: 1779130494.982417 needs_ai_refresh: true hierarchy: - Infrastructure - Platform Engineering - GitOps Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-25T19:51:46Z' gh_stars: 2049 discovered_at: '2026-02-25T19:51:46Z' https://github.com/konstruktoid/ansible-hvault-inventory: title: 'konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp'' Vault SSH OTP and local password rotation' description: '' year: '2024' stars: 2 ai_summary: An advanced dynamic Ansible inventory script integrating directly with HashiCorp Vault. It automates credential rotation, securely requests temporary SSH One-Time Passwords (OTP), and pulls inventory variables dynamically from secure vaults. language: Python resource_type: Source Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 759cd5f0e526f9b0bb324dd8bf7e5b9751cf98fac874019854d773e43f2bcb6a health_score: 100.0 last_checked: 1779029507.760258 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Secret Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-12T19:45:50Z' gh_stars: 23 discovered_at: '2026-04-12T19:45:50Z' https://github.com/konveyor: title: "github.com/konveyor \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: An open-source modernization and migration suite designed to analyze, refactor, and migrate complex application workloads to Kubernetes across multiple physical and cloud ecosystems. language: Go resource_type: Product complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0d1e8a3d9217d19632a2397f9dc74c2ba7a6b2daad13790872767936e28d20fc health_score: 100.0 last_checked: 1779034350.077446 needs_ai_refresh: true hierarchy: - Infrastructure - Workload Mobility - Migration Toolkits tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:12:30.077446+02:00' https://github.com/konveyor/crane: title: "github.com/konveyor/crane: Crane 2.0 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 83ef4f8b717bc517775d9fc9e196f9272f13a5e6367584467916a86f707fc11b health_score: 100.0 last_checked: 1779033570.623427 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:30.623427+02:00' https://github.com/konveyor/move2kube: title: "Move2Kube \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: An advanced migration tool that automates the translation of non-Kubernetes platforms (including Cloud Foundry and Docker Compose) into standard Kubernetes resources, including Helm charts, Kustomize overlays, and Tekton pipelines. language: Go resource_type: CLI/API Migration Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1d0113979162da217e298144bebf5a7c637c2884d1ceecbac0d8039ab9d8f87c health_score: 100.0 last_checked: 1779033759.689239 needs_ai_refresh: true hierarchy: - Application Lifecycle - Migration Tools - Resource Conversion tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-03-06T14:02:34Z' gh_stars: 411 discovered_at: '2025-03-06T14:02:34Z' https://github.com/kootenpv/yagmail: title: 'Yagmail: Python e-mail library' description: '' year: '2015' stars: 5 ai_summary: A simplified, robust Gmail and SMTP automation client for Python. Simplifies the boilerplate needed for multi-part messages, inline attachment encoding, and HTML structures. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fbc3ce937342ae42893427eebd87db0a11e4c413a9804caaf4b5c995c52b7a7d health_score: 100.0 last_checked: 1779030025.187475 needs_ai_refresh: true hierarchy: - Backend Development - Protocols & API Design - E-Mail Services tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-26T10:43:15Z' gh_stars: 2726 discovered_at: '2026-05-26T10:43:15Z' https://github.com/koslib/awesome-containerized-security: title: "koslib/awesome-containerized-security \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An open repository cataloging security scanners, image validation standards, and host sandboxing tools. Aids DevSecOps engineers in hardening continuous integration pipelines and preventing privilege escalation exploits within cluster nodes. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 087c44c65f3740daec6869eabef522d0fee6070a507dce0da9febdafa66113f2 health_score: 100.0 last_checked: 1781736123.038667 needs_ai_refresh: true hierarchy: - Cloud Native - Security - Container Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.038667+02:00' https://github.com/kostis-codefresh/gitops-environment-promotion: title: "==github.com/kostis-codefresh: How to Model Your Gitops Environments with' kustomize== \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A seminal GitHub repository modeling scalable GitOps environment promotion. Outlines structural patterns for directory trees (base vs environments) that prevent duplicate configuration drift and simplify environment-specific promotions through Git commits. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8488cccfe5013aedb44127e290adaea361983563ecbe141e5d1f9465bd85f4c1 health_score: 100.0 last_checked: 1781736057.371729 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - GitOps tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:57.371729+02:00' https://github.com/kotalco/kotal: title: Kotal operator description: '' year: '2025' stars: 2 ai_summary: A multi-client blockchain node operator for Kubernetes. Simplifies configuring and maintaining decentralized networks (such as Ethereum and IPFS) through native Kubernetes custom resources. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0837b2710101c70e8a9c9f33b7ceb51e1fbc6d4b866a8b813011ccd6d6ab5eec health_score: 100.0 last_checked: 1779033612.463526 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-04T16:17:07Z' gh_stars: 221 discovered_at: '2024-05-04T16:17:07Z' https://github.com/krateoplatformops/krateo: title: github.com/krateoplatformops/krateo description: '' year: '2025' stars: 0 ai_summary: Krateo Platform Ops is an emerging control plane orchestrator designed to build standardized internal platforms. Utilizing Crossplane underneath, it helps platform engineers manage heterogeneous cloud resources, database deployments, and infrastructure pipelines via declarative Kubernetes interfaces. language: Go resource_type: Control Plane Orchestrator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 66c8af7d61a1aee4c9a16aa4409bd49dc4b4becf2cd5dd705e1883890ba504dc health_score: 100.0 last_checked: 1781736047.150831 needs_ai_refresh: true hierarchy: - Operations - Platform Engineering - Control Planes tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.150831+02:00' https://github.com/krestomatio/keydb-operator: title: krestomatio/keydb-operator description: '' year: '2023' stars: 5 ai_summary: Manages KeyDB setups, providing high-speed, multi-threaded cache nodes with automated replica synchronization, cluster scaling, and rapid failover handling. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3e8faa933bd9d0a1fc08f285fabdbb8feeb6bcde974156407e2e74a86903eca6 health_score: 100.0 last_checked: 1779032074.799409 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - In-Memory Databases - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T04:20:54Z' gh_stars: 59 discovered_at: '2026-06-10T04:20:54Z' https://github.com/kris-nova/kaar: title: kris-nova/kaar description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c3fb2c8d9110d944e2f368f46734872a1f882009320f7df82d3872d1ad20f692 health_score: 100.0 last_checked: 1779034346.375639 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:26.375639+02:00' https://github.com/kris-nova/naml: title: 'naml: Not another markup language' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7ad4390e9ee29e70addd2a40691210c3205fec47d7bf919ecf3325a4f28c6c35 health_score: 100.0 last_checked: 1779032035.135019 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:55.135019+02:00' https://github.com/krisnova/kaar: title: kris-nova/kaar description: '' year: '2020' stars: 2 ai_summary: Created by the late Kris Nova, Kaar is a Kubernetes Application Archive format tool designed to bundle container storage and system states into self-contained physical archives. Highly experimental and historical developer asset. language: Go resource_type: Backup Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 72e38de5b3a30b405f089cd8ad6d61ee3cd1ea6fb673f80b3cded219850a623f health_score: 100.0 last_checked: 1779130494.947146 needs_ai_refresh: true hierarchy: - Infrastructure - Container Backup - Image Archiving tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-05-04T14:27:12Z' gh_stars: 152 discovered_at: '2022-05-04T14:27:12Z' https://github.com/krisnova/naml: title: 'naml: Not another markup language' description: '' year: '2024' stars: 5 ai_summary: An innovative manifest generator replacing YAML markup with type-safe, compiled Go programs. Introduces compiler safety, automated integration testing, and clean OOP abstractions into GitOps deployment pipelines. language: Go resource_type: Library complexity: High is_microservice: false status: online addition_method: manual content_hash: 9d5671b4b99b23356f80ad9a31b9d390f467f6f01a2b8e1e174380b81e75e024 health_score: 100.0 last_checked: 1779130495.003469 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Manifests - Alternative Manifest Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-07-21T08:28:22Z' gh_stars: 1261 is_special: true discovered_at: '2023-07-21T08:28:22Z' https://github.com/kristofferandreasen/awesome-azure: title: 'github.com/kristofferandreasen/awesome-azure: Awesome Azure' description: '' year: '2026' stars: 0 ai_summary: A structured directory detailing Azure-focused scripts, arm templates, and services. It provides functional entry points for systems engineers navigating Microsoft's cloud ecosystem. While some elements lean towards legacy ARM configurations, it provides solid structural patterns for hybrid-cloud architects. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4f7d359de862bcbf74cfdd68e49cb070551e7e7d93441394e627c4579d793c41 health_score: 100.0 last_checked: 1781736123.245156 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Azure - Resources tags: - '[LEGACY]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.245156+02:00' https://github.com/ksctl/ksctl: title: 'Ksctl: Cloud Agnostic Kubernetes Management tool' description: '' year: '2023' stars: 3 ai_summary: A cloud-agnostic cluster management command-line tool designed to easily deploy HA clusters across different hyperscalers like AWS, Azure, GCP, or Civo, and local environments such as kind, maintaining standardized bootstrap workflows. language: Go resource_type: Cluster Provisioner complexity: High is_microservice: false status: online addition_method: manual content_hash: 0c7e381891ed2c0bba662a06fbe9dabfd95e12fe2cb671fea7022b51daa8c0e5 health_score: 100.0 last_checked: 1779130494.977977 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Provisioning - Multi-Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-23T18:26:04Z' gh_stars: 269 discovered_at: '2026-05-23T18:26:04Z' https://github.com/kserve/kserve: title: "KFServing \U0001F31F" description: '' year: '2019' stars: 5 ai_summary: KServe (formerly KFServing) provides a highly performant, serverless machine learning inference platform on Kubernetes. It abstracts raw routing, scaling, and GPU configurations, supporting frameworks like TensorFlow, PyTorch, and ONNX. language: Go resource_type: ML Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 9b191ca344d4b4dbb2e453f7d926923ad184eb9878855e2680d656095559fd47 health_score: 100.0 last_checked: 1779130494.984276 needs_ai_refresh: true hierarchy: - Machine Learning - Model Serving - Serverless ML tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:20:45Z' gh_stars: 5573 discovered_at: '2026-06-12T20:20:45Z' https://github.com/ksoclabs/awesome-kubernetes-security: title: "==ksoclabs/awesome-kubernetes-security== \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An expert-level compilation of Kubernetes security tools, vulnerability papers, threat simulations, and posture management (KSPM) frameworks. Ideal for penetration testers and cloud security engineers auditing the security posture of enterprise orchestrators. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 86bf24926cb49549c6e032ba501ce7a1cde1afc39831023161c77ae4fcd6d46c health_score: 100.0 last_checked: 1781736123.142089 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.142089+02:00' https://github.com/ktock/buildg: title: "==buildg: Interactive debugger for Dockerfile== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Buildg is an interactive debugger designed specifically for Dockerfiles, built on top of BuildKit. It allows engineers to step through build instructions, set breakpoints, inspect the filesystem state at specific build steps, and launch interactive shells during intermediate builds. This dramatically reduces the trial-and-error loop when debugging complex multi-stage Dockerfiles. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 8cffa16d70cf3f07e62c80441249b1987a2b8fd50045b612f179ab73ab4b7115 health_score: 100.0 last_checked: 1779029371.783109 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Debugging tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-07T20:04:29Z' gh_stars: 1499 discovered_at: '2026-05-07T20:04:29Z' https://github.com/kube-aws/kube-spot-termination-notice-handler: title: kube-spot-termination-notice-handler description: '' year: '2021' stars: 5 ai_summary: A daemon that polls the AWS EC2 spot termination notice metadata endpoint, initiating graceful drains of workloads when an interruption signal is triggered. Superseded by newer cloud-specific node termination handlers. language: Go resource_type: DaemonSet complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 7457be0ad6771a50847a828c730671e0ac6d2b712974894a078a5634d6e0a738 health_score: 100.0 last_checked: 1779031796.87737 needs_ai_refresh: true hierarchy: - Infrastructure - Reliability - Graceful Shutdown tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-25T14:47:15Z' gh_stars: 380 discovered_at: '2023-10-25T14:47:15Z' https://github.com/kube-burner/kube-burner: title: "kube-burner \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: A specialized performance and orchestration tool designed to stress-test Kubernetes clusters. It automates object creation, monitors cluster health in real time via Prometheus, and measures scheduling latency at scale. language: Go resource_type: CLI Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 7d3a313a15a9a64f4d8dfeacb53a9922c7d5494cb20bf8970f888f7df4808c3d health_score: 100.0 last_checked: 1779130494.921871 needs_ai_refresh: true hierarchy: - Performance & Testing - Load Testing - Benchmarking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T17:51:22Z' gh_stars: 773 discovered_at: '2026-06-08T17:51:22Z' https://github.com/kube-logging/logging-operator: title: kube-logging/logging-operator description: '' year: '2026' stars: 2 ai_summary: An enterprise-grade Kubernetes operator engineered to automate the lifecycle of Fluentd and Fluent Bit collectors. Simplifies logging pipelines through declarative CRDs, featuring dynamic multi-tenant log isolation, secure buffer management, and reliable downstream routing rules. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d1c9b90ba239f84a8611b31918e41ccfae1540c8b6eecd022dc8daf28842dc5a health_score: 100.0 last_checked: 1779034332.957468 needs_ai_refresh: true hierarchy: - Observability - Logging - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:04:47Z' gh_stars: 1695 discovered_at: '2026-06-12T22:04:47Z' https://github.com/kube-ns-suspender/kube-ns-suspender: title: "govirtuo/kube-ns-suspender \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A cloud-cost mitigation helper designed to scale down resources in designated Kubernetes namespaces during idle hours (e.g., nights and weekends). It intercepts workload resources like Deployments and StateSets to reduce overhead. language: Go resource_type: Controller complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 370300345b32ee09294e2af0050895f19497091a78a8762f52b072ff565ba145 health_score: 100.0 last_checked: 1779130495.019977 needs_ai_refresh: true hierarchy: - Resource Management - FinOps - Cluster Scale Down tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-03-14T17:43:03Z' gh_stars: 84 discovered_at: '2025-03-14T17:43:03Z' https://github.com/kube-vip/kube-vip: title: kube-vip description: '' year: '2019' stars: 5 ai_summary: Kube-Vip is a lightweight virtual IP and load balancer engine designed for bare-metal Kubernetes environments, offering high availability for both control planes and LoadBalancer-type services. Operating as a DaemonSet, it negotiates IP addresses. language: Go resource_type: Infrastructure Daemon complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7479b6f4ec4e498ddf325ad75d433009f16e5eee52e8a9297784148711004217 health_score: 100.0 last_checked: 1779032344.417814 needs_ai_refresh: true hierarchy: - Network & Connectivity - IP Address Management - Load Balancing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T16:06:14Z' gh_stars: 2859 discovered_at: '2026-06-12T16:06:14Z' https://github.com/kubecfg/kubecfg: title: github.com/kubecfg/kubecfg description: '' year: '2016' stars: 5 ai_summary: Kubecfg is a Jsonnet-based configuration manager designed to generate and apply Kubernetes manifests with deterministic accuracy. By treating Kubernetes resources as code modules, it supports deep inheritance, abstraction, and parameterization of resource schemas. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 28787866aedee99095fb0b1e1ffc5b62edba4a3f8e2984ca1fc4f5207d4c5383 health_score: 100.0 last_checked: 1779030928.347524 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Configuration Management - Templating Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T19:50:28Z' gh_stars: 255 discovered_at: '2026-06-13T19:50:28Z' https://github.com/kubecost/cluster-turndown: title: Cluster Turndown description: '' year: '2024' stars: 5 ai_summary: A specialized cost-optimization controller that scales cluster worker groups down to zero during idle execution windows. Promotes strong governance over testing runtimes and non-production dynamic resource instances. language: Go resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b52114740ff857a2fd6826ecb3461bb64f00de23227b05b5f548da3ecc64c009 health_score: 100.0 last_checked: 1779030711.63564 needs_ai_refresh: true hierarchy: - Infrastructure - Cost Optimization - Scheduling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-05T18:19:12Z' gh_stars: 286 discovered_at: '2026-06-05T18:19:12Z' https://github.com/kubecost/cost-model: title: 'github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus'' metric exporter' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 58b4fe6b649a9ae98023875b36520bd325ac12c7463a430cb57e7371638722be health_score: 100.0 last_checked: 1779029917.099854 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:37.099854+02:00' https://github.com/kubecost/kubectl-cost: title: kubectl-cost description: '' year: '2023' stars: 3 ai_summary: A dedicated `kubectl` command-line plugin designed to interact directly with Kubecost APIs. Enables cluster administrators to quickly fetch real-time and historical financial metrics without accessing external graphical dashboards. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6bad65098abf34b9ef26046e470ae3f770c9a2661a2871332b9b8190403c2c22 health_score: 100.0 last_checked: 1779032575.224134 needs_ai_refresh: true hierarchy: - Infrastructure Optimization - Cost Management - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T22:50:27Z' gh_stars: 1041 discovered_at: '2026-06-10T22:50:27Z' https://github.com/kubefirst/kubefirst: title: ==github.com/kubefirst/kubefirst== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 31774c4cfb73bc62c2093b13e555883036b61bd91bcf976a301b586e31aef091 health_score: 100.0 last_checked: 1779031697.007543 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:17.007543+02:00' https://github.com/kubeflow/kfserving: title: "KFServing \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8ba963252e30c4a5d10725eb35c008e4a42c2e173825f7fa74928c3eebf1e560 health_score: 100.0 last_checked: 1779033675.654738 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:15.654738+02:00' https://github.com/kubeguard/guard: title: Guard description: '' year: '2021' stars: 5 ai_summary: Guard (by Appscode) is an advanced authentication and authorization engine built for Kubernetes, allowing secure webhook integrations with identity providers. Useful for scaling zero-trust validation within multi-tenant clusters. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e4a436c77eca5af50d5dbf79d16ddee804346139ad870945f640dd85e4ea44a2 health_score: 100.0 last_checked: 1779130494.968448 needs_ai_refresh: true hierarchy: - Cloud Native Security - Infrastructure Security - Admission Control tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-21T15:29:07Z' gh_stars: 620 discovered_at: '2026-05-21T15:29:07Z' https://github.com/kubehelper/kubehelper: title: KubeHelper description: '' year: '2024' stars: 5 ai_summary: An interactive terminal user interface designed to assist operators with fast cluster checks, resource inspection, and safe resource cleaning. Provides structural menu shortcuts, eliminating the need to execute lengthy nested kubectl commands manually. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: bbd8910634940f7da85391f196e3c97e7e35637bcc5d10e8add15044254f4bb9 health_score: 100.0 last_checked: 1779034497.999488 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Cluster Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2021-02-15T13:27:24Z' gh_stars: 249 discovered_at: '2021-02-15T13:27:24Z' https://github.com/kubeinit/kubeinit: title: "Kubeinit \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight vs Live Grounding: Kubeinit was designed as an Ansible automation tool to deploy Kubernetes, OKD, or OpenShift on VMs using libvirt/KVM. Live telemetry shows this repository has moved to legacy status with zero recent commits, reflecting a shift toward Cluster API providers for virtualization.' language: Python/Ansible resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3 health_score: 100.0 last_checked: 1779033845.208855 needs_ai_refresh: true hierarchy: - Provisioning - Ansible - Virtualization tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-05T21:26:59Z' gh_stars: 222 discovered_at: '2025-12-05T21:26:59Z' https://github.com/kubemq-io/kubemq-community: title: "github.com/kubemq-io/kubemq-community \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The primary community codebase for KubeMQ. It showcases a lightweight, high-throughput message broker written in Go, specifically optimized for containerized microservice routing patterns inside Kubernetes. language: Go resource_type: Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 26be1f454a72862d41e500b7e6e68eea0316a06151ab10ac9164a914a66cc46b health_score: 100.0 last_checked: 1779034233.066179 needs_ai_refresh: true hierarchy: - Infrastructure - Message Brokers - KubeMQ tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-18T04:16:19Z' gh_stars: 667 discovered_at: '2023-02-18T04:16:19Z' https://github.com/kubenav/kubenav: title: kubenav description: '' year: '2025' stars: 4 ai_summary: A lightweight multi-platform open-source navigator designed for mobile devices (iOS, Android) and desktop. Delivers secure cluster troubleshooting, rapid log auditing, and safe shell executions directly on remote servers. language: Dart resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cc2b5c098452f2518d4d2137de361f8c9e3861275aaa2e9ee9bffb250d413d74 health_score: 100.0 last_checked: 1779029380.298198 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Mobile Administration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T01:46:56Z' gh_stars: 2274 discovered_at: '2026-06-01T01:46:56Z' https://github.com/kubeops/config-syncer: title: '==kubeops/config-syncer: Config Syncer (previously Kubed)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 534fd5b271e0124f649c91c528558cefbfb1f2c94aecde0f4746e6fdcb8a1509 health_score: 100.0 last_checked: 1779031521.229441 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:21.229441+02:00' https://github.com/kubeops/ui-server: title: identity-server description: '' year: '2021' stars: 1 ai_summary: An identity and authorization server built specifically for Kubernetes dashboard architectures. It integrates with native OpenID Connect (OIDC) providers to manage secure user sessions and token exchanges for web UIs. language: Go resource_type: Identity Provider complexity: High is_microservice: true status: online addition_method: manual content_hash: 976a2f5e5b440221f3ed9a2de22165b937adcdf6fc3204889c1811be2a0c9ea3 health_score: 100.0 last_checked: 1779130495.000866 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T03:45:28Z' gh_stars: 27 discovered_at: '2026-06-13T03:45:28Z' https://github.com/kubeopsskills/cloud-secret-resolvers: title: 'kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)' description: '' year: '2021' stars: 2 ai_summary: An open-source operator-free secret resolver utility that queries AWS, Azure, and GCP secret stores dynamically, writing resolved parameters straight into runtime Kubernetes configurations. Reduces overhead associated with bulky operator systems. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f26f51430c382c7a8c629e1a75b95f2c292a675b9285750e8b7e033167d02d48 health_score: 100.0 last_checked: 1779030711.75199 needs_ai_refresh: true hierarchy: - Security - Secrets Management - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-06-22T10:39:05Z' gh_stars: 35 discovered_at: '2022-06-22T10:39:05Z' https://github.com/kubepack/chart-doc-gen: title: 'chart-doc-gen: Helm Chart Documentation Generator' description: '' year: '2022' stars: 2 ai_summary: Command-line utility that extracts configuration variables directly from values.yaml to compile uniform Markdown files. Speeds up delivery by ensuring user manuals and codebases stay perfectly aligned. language: Go resource_type: Plugin complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3cf55fa13e1a671d356837825acf23af6a782f0cb74eae5cc9398d49fb9d6d92 health_score: 100.0 last_checked: 1779030803.400585 needs_ai_refresh: true hierarchy: - Cloud Native - Application Delivery - Documentation Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-16T02:01:15Z' gh_stars: 122 discovered_at: '2026-05-16T02:01:15Z' https://github.com/kubepug/kubepug: title: '==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)=='' ⭐' description: '' year: '2019' stars: 5 ai_summary: KubePug checks local resources against upcoming Kubernetes API deprecations and removals. By parsing live resources or raw manifest directories, it provides warning indicators mapping to the designated target version's deprecation roadmap. This tool forms a critical gate inside pipeline verifications. language: Go resource_type: CLI Tool / kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 546a2f76b2780f056a0e9b590a1a3bc1374dce6383528956ff2afdef6364d3a0 health_score: 100.0 last_checked: 1779032055.037126 needs_ai_refresh: true hierarchy: - Cluster Lifecycle - Upgrades & Compliance - Static Analysis tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T09:31:44Z' gh_stars: 1835 discovered_at: '2026-06-08T09:31:44Z' https://github.com/kubereboot/kured: title: github.com/kubereboot/kured ⭐ description: '' year: '2026' stars: 5 ai_summary: The industry-standard daemonset that monitors clusters for nodes requiring OS-level reboots. Using a coordinated API locking strategy, kured drains and reboots nodes sequentially, preserving cluster-wide resource availability during maintenance windows. language: Go resource_type: DaemonSet complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc health_score: 100.0 last_checked: 1779031564.563088 needs_ai_refresh: true hierarchy: - Infrastructure - Node Provisioning - Reboot Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T21:26:44Z' gh_stars: 2543 discovered_at: '2026-06-11T21:26:44Z' https://github.com/kuberhealthy/kuberhealthy: title: "kuberhealthy \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Kuberhealthy schedules dynamic, real-world actions as background test suites. It detects underlying API, network, or storage decay that static monitoring tools overlook by continually validating that clusters are functionally operational. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a01379b3010823904038e846f81c24f722060cf701a5e9378554661d62f6272b health_score: 100.0 last_checked: 1779130495.003976 needs_ai_refresh: true hierarchy: - Reliability - Monitoring - Synthetic Monitoring - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-02T05:58:58Z' gh_stars: 2247 discovered_at: '2026-06-02T05:58:58Z' https://github.com/kuberlogic/kuberlogic: title: kuberlogic description: '' year: '2022' stars: 2 ai_summary: Kuberlogic is an open-source operator-driven engine designed to turn standard open-source databases (PostgreSQL, MySQL, Redis) into a managed Database-as-a-Service (DBaaS) on Kubernetes. It automates backups, scaling, auto-healing, and monitoring, providing a self-hosted alternative to RDS. However, it remains a smaller community effort. language: Go resource_type: Controller complexity: High is_microservice: false status: online addition_method: manual content_hash: cf3ddffd441ae1c89c416b39ea700a7b26053c5f33e1a7cc13b344d339a518b0 health_score: 100.0 last_checked: 1779032159.864716 needs_ai_refresh: true hierarchy: - Database Orchestration - Database-as-a-Service - SaaS Builders tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-10-26T14:38:18Z' gh_stars: 228 discovered_at: '2022-10-26T14:38:18Z' https://github.com/kubermatic/fubectl: title: fubectl description: '' year: '2026' stars: 5 ai_summary: A widely adopted wrapper layer of shell helper functions and interactive `fzf` auto-completers designed to supercharge kubectl navigation. Radically simplifies log inspections, shell attachment prompts, and port forwarding setups. language: Bash resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6bb6ef7e2027b10db5fc1753953334a6f0f89021ec7407ce3e84f29c9528115e health_score: 100.0 last_checked: 1779034139.708854 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Context Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-18T08:38:54Z' gh_stars: 1002 discovered_at: '2026-02-18T08:38:54Z' https://github.com/kubermatic/kubecarrier: title: KubeCarrier - Service Management at Scale description: '' year: '2023' stars: 5 ai_summary: KubeCarrier is an open-source system designed for managing services across multiple Kubernetes clusters using a Service App Store model based on CRDs. Curator insights framed it as an enterprise-ready hub for multi-tenant services; however, live grounding reveals the project has been archived by Kubermatic. It remains academically and architecturally notable for showing how to use Hub-and-Spoke cluster patterns to automate service provisioning. language: Go resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cdeca712f167e1ebbd9e47da971ef81314edde045093745dac14d6ba50e8663f health_score: 100.0 last_checked: 1779032372.197865 needs_ai_refresh: true hierarchy: - Multi-Cluster - Service Management - Operator Framework tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-07-05T20:56:40Z' gh_stars: 291 discovered_at: '2023-07-05T20:56:40Z' https://github.com/kubermatic/kubeone: title: "==kubermatic/kubeone== \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: KubeOne is a highly opinionated, declarative Kubernetes cluster provisioning and lifecycle management tool. Utilizing the Cluster API under the hood, it automates the creation, upgrade, and maintenance of single control-plane or highly-available clusters across various cloud providers and bare-metal environments. language: Go resource_type: CLI Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 774d41c037db09506f5aeae4c27b66e363d5e2e624644905ebb94af4b11225f7 health_score: 100.0 last_checked: 1779031046.331811 needs_ai_refresh: true hierarchy: - Cluster Management - Provisioning - Declarative Clusters tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T21:13:34Z' gh_stars: 1513 discovered_at: '2026-06-03T21:13:34Z' https://github.com/kubernetes-client: title: "github.com/kubernetes-client \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The master repository for official Kubernetes API clients. It coordinates client generation profiles across Python, Java, JavaScript, and Go, serving as the base for building advanced cloud orchestration tools. language: Multi resource_type: Repository Directory complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f9afe847a27cfed4f08ab1bf87f4a7913f0636f1d90aa7aae6309ad7aa645ac6 health_score: 100.0 last_checked: 1779033782.454555 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Official SDKs tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:03:02.454555+02:00' https://github.com/kubernetes-client/go: title: 'kubernetes-client/go: OpenAPI based Generated Go client for Kubernetes' description: '' year: '2025' stars: 5 ai_summary: An alternative OpenAPI-generated Go client for Kubernetes APIs. Best utilized for lightweight API interactions and custom code-generation environments requiring strict OpenAPI schema structures. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 74dc88e1d502b4a8a0b9763d5e16cda63b3d361ae16da5db2ddd9fdddc2bbb16 health_score: 100.0 last_checked: 1779034013.134598 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Go Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-03-08T08:27:45Z' gh_stars: 239 discovered_at: '2022-03-08T08:27:45Z' https://github.com/kubernetes-client/java: title: 'github.com/kubernetes-client/java: Kubernetes Java Client' description: '' year: '2026' stars: 5 ai_summary: The official OpenAPI-generated Java library for the Kubernetes API. Provides enterprise Java platforms with type-safe classes, informers, and watcher APIs to build robust, native controllers. language: Java resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c8b72e06d672e56ca6e5e8543d0d917f605312e4a547c80dab5aa2ecb39d736b health_score: 100.0 last_checked: 1779030132.832681 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Java Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T18:36:31Z' gh_stars: 3984 discovered_at: '2026-06-12T18:36:31Z' https://github.com/kubernetes-client/python: title: github.com/kubernetes-client/python description: '' year: '2026' stars: 5 ai_summary: The official Python SDK for interacting with Kubernetes API environments. Heavily leveraged across AI workflows, automation routines, and data operations needing native cluster integration. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 68b4cba01dcb6e7de7b9e77f374c3c5af11f2fe7a1a8bc4649a93a393ad54fe7 health_score: 100.0 last_checked: 1779029295.10066 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Python Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T03:02:20Z' gh_stars: 7594 discovered_at: '2026-06-08T03:02:20Z' https://github.com/kubernetes-client/python-base: title: github.com/kubernetes-client/python-base description: '' year: '2025' stars: 5 ai_summary: The foundational base configurations package supporting the official Kubernetes Python Client library. Standardizes raw REST connection handling and secure authentication exchanges. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0abb70df04327ef10002eba20626354a1fa4d8f91d47cb48f243316ffa896f35 health_score: 100.0 last_checked: 1779032802.589567 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Python Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-02-25T23:19:26Z' gh_stars: 69 discovered_at: '2022-02-25T23:19:26Z' https://github.com/kubernetes-course/container_workshops: title: github.com/kubernetes-course/container_workshops description: '' year: '2022' stars: 0 ai_summary: 'Workshop curriculum dedicated to fundamental container internals, isolation concepts, namespaces, and runtime interactions. (Live Grounding: Serves as an excellent fundamental base for engineers seeking to demystify low-level OCI runtime mechanisms).' language: Shell/Dockerfile resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e1b93a2ff48bc2af86ea2e40392312e1d5dcb188061af30eb1dd9b9a538b9165 health_score: 100.0 last_checked: 1781735910.789828 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Learning Resources - Containerization Workshops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.789828+02:00' https://github.com/kubernetes-csi: title: github.com/kubernetes-csi description: '' year: '2026' stars: 0 ai_summary: The official GitHub organization containing CSI reference drivers, specification documentation, and auxiliary helper containers (such as csi-provisioner and csi-snapshotter). These foundational code repositories define how all third-party storage controllers communicate with the core Kubernetes API. language: Go resource_type: Repository complexity: High is_microservice: false status: online addition_method: manual content_hash: e980d53aee55061c19050394117f47d9ecf6c911d4e7c26dfc046f77129d5b77 health_score: 100.0 last_checked: 1779031109.212316 needs_ai_refresh: true hierarchy: - Storage - Kubernetes CSI - Source Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:18:29.212316+02:00' https://github.com/kubernetes-csi/csi-driver-smb: title: SMB CSI Driver for Kubernetes description: '' year: '2026' stars: 5 ai_summary: A specialized CSI driver designed to dynamically provision and mount Server Message Block (SMB) shared directories into Kubernetes pods. This driver is essential for heterogeneous Windows/Linux container clusters and legacy corporate network attached storage (NAS) migrations. language: Go resource_type: CSI Driver complexity: Medium is_microservice: false status: online addition_method: manual content_hash: eab7a2248d1bef935176b622ad8dfa3ce97f382d9418a2ee0d2e219583b61216 health_score: 100.0 last_checked: 1779033259.194582 needs_ai_refresh: true hierarchy: - Storage - Kubernetes CSI - SMB Integration tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:10:30Z' gh_stars: 641 discovered_at: '2026-06-14T07:10:30Z' https://github.com/kubernetes-retired/etcdadm: title: github.com/kubernetes-sigs/etcdadm ⭐ description: '' year: '2018' stars: 3 ai_summary: A retired cluster administration tool inspired by kubeadm, designed to provision and operate secure, HA etcd clusters. Although deprecated in the Kubernetes-retired ecosystem, it served as a foundational pattern for bootstrap orchestrators. language: Go resource_type: Cluster Installer complexity: High is_microservice: false status: online addition_method: manual content_hash: 74b1a330a79242cd06f6d9fa042d24276e94431e09c9fb3706af3511ec7d8191 health_score: 100.0 last_checked: 1779130494.930862 needs_ai_refresh: true hierarchy: - Infrastructure - Control Plane - etcd Management tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-29T17:19:53Z' gh_stars: 747 discovered_at: '2024-04-29T17:19:53Z' https://github.com/kubernetes-retired/frakti: title: Frakti description: '' year: '2020' stars: 5 ai_summary: 'Critical Live Grounding: Built originally to support hypervisor-based Container Runtime Interfaces (CRI), Frakti has been officially retired and archived by the Kubernetes organization. Modern environments utilize container-native VM interfaces like Kata Containers or Firecracker integrated directly into containerd.' language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 07833ef4cc0c9fb288a03de53893ff40afa113ac6f2543303073a13f38adc569 health_score: 100.0 last_checked: 1779130494.978545 needs_ai_refresh: true hierarchy: - Containerization - Runtimes - Hypervisor-based Runtimes tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-12-15T16:30:13Z' gh_stars: 675 discovered_at: '2020-12-15T16:30:13Z' https://github.com/kubernetes-retired/hierarchical-namespaces: title: 'kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller (HNC)' description: '' year: '2020' stars: 5 ai_summary: The Hierarchical Namespace Controller (HNC) allowed users to establish parent-child relationships between namespaces to propagate policies, secrets, and roles. Although highly influential for multi-tenant self-service models, the repository has been officially retired as of recent CNCF updates, steering teams toward newer vcluster or namespace-controller patterns. language: Go resource_type: Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cf35f6850e587357b7265284a4ee38df7649f31c9f7e1ebc0d775977662ffb86 health_score: 100.0 last_checked: 1779130494.963217 needs_ai_refresh: true hierarchy: - Kubernetes - Multi-Tenancy - Namespace Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-07T00:22:00Z' gh_stars: 667 discovered_at: '2025-04-07T00:22:00Z' https://github.com/kubernetes-retired/kpng: title: kubernetes-sigs/kpng description: '' year: '2021' stars: 5 ai_summary: Originally conceived as the next-generation Kubernetes Proxy (KPNG) to split kube-proxy into a clean control plane and specialized data planes. Live grounding confirms the project has been officially retired by SIG Network, though its architectural lessons on decoupled state distribution continue to influence modern custom dataplane designs. language: Go resource_type: Core Component complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 600ce80e685a81a0beb113112dc6330d72d64df910cd6a075a0477d4acf8aef1 health_score: 100.0 last_checked: 1779130494.947056 needs_ai_refresh: true hierarchy: - Kubernetes - Networking - Service Routing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-09T05:36:20Z' gh_stars: 240 discovered_at: '2024-07-09T05:36:20Z' https://github.com/kubernetes-retired/kube-batch: title: kube-batch description: '' year: '2018' stars: 2 ai_summary: 'An early batch scheduler for Kubernetes designed to run high-performance computing (HPC) and deep learning workloads. Note: This project is now retired and archived; its features have been superseded by Volcano or the native Kubernetes scheduler queueing enhancements.' language: Go resource_type: Batch Scheduler complexity: High is_microservice: false status: online addition_method: manual content_hash: 1e384314b52bd9b4322348255137977944a4424b07518c238c49d614e04864e5 health_score: 100.0 last_checked: 1779130494.995016 needs_ai_refresh: true hierarchy: - Scheduling - Batch Workloads - HPC tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-05-22T13:50:02Z' gh_stars: 1091 discovered_at: '2023-05-22T13:50:02Z' https://github.com/kubernetes-retired/kubefed: title: 'KubeFed: Kubernetes Cluster Federation' description: '' year: '2026' stars: 5 ai_summary: The retired multi-cluster federation engine (KubeFed). Designed to coordinate resources across multiple clusters, it was retired due to design limitations. Modern production multi-cluster strategies have migrated to architectures like Karmada, Open Cluster Management (OCM), or global service meshes. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 330530461748600ca09970c48f751e2e654f4ec63165febd67428027693ec1d6 health_score: 100.0 last_checked: 1779130494.965233 needs_ai_refresh: true hierarchy: - Operations - Multi-Cluster - Federation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-24T21:50:24Z' gh_stars: 2483 discovered_at: '2023-03-24T21:50:24Z' https://github.com/kubernetes-retired/kui: title: kubernetes-sigs/kui description: '' year: '2019' stars: 3 ai_summary: 'A hybrid visual/command-line tool built on Electron to interact with Kubernetes APIs. Note: This project is retired/archived by the Kubernetes-SIGs group; alternative options include active terminal tools such as k9s or Lens.' language: TypeScript resource_type: Visual CLI complexity: High is_microservice: false status: online addition_method: manual content_hash: 6f26251f692c9c7c121fd0767399a108a6f37d72f6c237d987cb876016a40866 health_score: 100.0 last_checked: 1779130494.955297 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Tools - Visual terminal tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-07-12T22:06:01Z' gh_stars: 2899 discovered_at: '2025-07-12T22:06:01Z' https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc: title: Hierarchical namespaces description: '' year: '2023' stars: 5 ai_summary: The repository source for the Hierarchical Namespace Controller (HNC). While archived on GitHub, it remains highly informative for establishing cascading sub-namespace parameters and resource hierarchies. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0ce8e552037cf09512073a654acd18b1d620d41283c0c70701bfefe4b91d7551 health_score: 100.0 last_checked: 1779130494.986157 needs_ai_refresh: true hierarchy: - Platform Engineering - Multi-Tenancy - Hierarchical Namespaces tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-05-11T21:17:56Z' gh_stars: 942 discovered_at: '2023-05-11T21:17:56Z' https://github.com/kubernetes-sigs: title: Kubernetes SIGs description: '' year: '2024' stars: 0 ai_summary: The official repository collection managed by Special Interest Groups. It acts as the home for core ecosystem tools, testing frameworks, API extensions, and auxiliary automation packages. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1ebdd651edefc516652d5c80c649ee27e67bf9c6dbf8d67fa1f2fa8b3b613a56 health_score: 100.0 last_checked: 1779032173.421005 needs_ai_refresh: true hierarchy: - Community & Governance - SIGs - Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:36:13.421005+02:00' https://github.com/kubernetes-sigs/aws-load-balancer-controller: title: ==github.com/kubernetes-sigs/aws-load-balancer-controller== description: '' year: '2026' stars: 5 ai_summary: The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, and shared ALBs. It acts as the primary ingress controller for modern AWS EKS network architectures. language: Go resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e96c23880736600bb844db45ddde2c16441a87670c49e244bb58be2b5eaca684 health_score: 100.0 last_checked: 1779031983.498846 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Networking - Ingress Controllers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:36:48Z' gh_stars: 4300 discovered_at: '2026-06-12T20:36:48Z' https://github.com/kubernetes-sigs/cluster-addons: title: "Cluster Addons \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: This SIG-Cluster-Lifecycle project establishes standard, declarative approaches for managing core cluster addons. It provides structured templates for bootstrapping, upgrading, and removing cluster utilities like CoreDNS or CSI engines safely. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a2e6eea11d1078fef0c8779e32d1be068881ea41a4c595714c6f20ba176d7b39 health_score: 100.0 last_checked: 1779032046.743348 needs_ai_refresh: true hierarchy: - Operations & Reliability - Addons Management - Cluster Lifecycle tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-24T19:59:04Z' gh_stars: 156 discovered_at: '2023-04-24T19:59:04Z' https://github.com/kubernetes-sigs/cluster-api: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ead71e9f56c783ba010a87db2d76899d165c14e0ec3e6dfb2bb845b58791c3cf health_score: 100.0 last_checked: 1779033092.913432 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:51:32.913432+02:00' https://github.com/kubernetes-sigs/descheduler: title: "Descheduler for Kubernetes \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A highly critical Kubernetes SIG project that addresses scheduling drift by continuously examining running pods against modified constraints, evicting pods that violate affinities, taints, topology spreads, or resource capacities. language: Go resource_type: Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 800177eb1bbf2496c5264eb5b149803a972ae5fbaa153c8598970f0ad6496ce3 health_score: 100.0 last_checked: 1779031825.604278 needs_ai_refresh: true hierarchy: - Cluster Management - Scheduling & Node Assignment - Dynamic Balancing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/ocp4.md v2_locations: - kubernetes-tools.md - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T10:13:47Z' gh_stars: 5441 discovered_at: '2026-06-08T10:13:47Z' https://github.com/kubernetes-sigs/e2e-framework: title: kubernetes-sigs/e2e-framework description: '' year: N/A stars: 0 ai_summary: Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, and native client-go validation patterns. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 57102640c25fb43e99dbed64bd1e680744003fe595379f30c016713a31976b44 health_score: 100.0 last_checked: 1779030609.31161 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Development - Testing Frameworks tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T05:52:53Z' gh_stars: 659 discovered_at: '2026-06-08T05:52:53Z' https://github.com/kubernetes-sigs/etcdadm: title: github.com/kubernetes-sigs/etcdadm ⭐ description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2d9d6d5df7237724e18b45213219f932e33df0f5e6ed2088e49a9810934be1b7 health_score: 100.0 last_checked: 1779030507.484024 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:27.484024+02:00' https://github.com/kubernetes-sigs/external-dns: title: external-dns description: '' year: '2024' stars: 5 ai_summary: A vital ecosystem add-on that dynamically configures external DNS providers based on active Ingress and Service host declarations. Ensures automated external network connectivity. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 654e152956ca97766a1312ecf102ea16c195e13878800fcf93396ae4c4ab8319 health_score: 100.0 last_checked: 1779033567.480246 needs_ai_refresh: true hierarchy: - Networking & Ingress - DNS - Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T21:06:32Z' gh_stars: 8985 discovered_at: '2026-06-13T21:06:32Z' https://github.com/kubernetes-sigs/gateway-api: title: Kubernetes Gateway API description: '' year: '2023' stars: 4 ai_summary: Official GitHub repository for the standard Kubernetes Gateway API. This next-generation specification supersedes standard Ingress, offering expressive, role-oriented, and extensible routing APIs (Gateway, GatewayClass, and Route resources). language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9b853c512489d4b358665cd406a72d7c98c3d11567570278578142b0ff19f417 health_score: 100.0 last_checked: 1779030680.910423 needs_ai_refresh: true hierarchy: - Networking - Ingress & Gateway - Gateway API tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-networking.md - docs/kubernetes-operators-controllers.md - docs/servicemesh.md v2_locations: - kubernetes-networking.md - kubernetes-operators-controllers.md - servicemesh.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:16:49Z' gh_stars: 2885 discovered_at: '2026-06-12T20:16:49Z' https://github.com/kubernetes-sigs/hierarchical-namespaces: title: 'kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller'' (HNC)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fdef75e2a80bfc946c00b02248b0c35953ca426910893e9e23b1357f8c72b720 health_score: 100.0 last_checked: 1779029378.305644 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:38.305644+02:00' https://github.com/kubernetes-sigs/ingate: title: 'InGate: Ingress & Gateway API Controller (Archived)' description: '' year: '2021' stars: 2 ai_summary: Architectural prototype designed to test Ingress integration patterns. Live engineering truth confirms this repository is archived by SIG-Network, as development has shifted entirely toward the standardized Gateway API. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c87518464900ff384554cca1a38f35aeb21edcd64c662194c30f9539ee2dfa1e health_score: 100.0 last_checked: 1779030330.712169 needs_ai_refresh: true hierarchy: - Networking - Ingress & Gateway - Controllers tags: - '[LEGACY]' v1_locations: - docs/kubernetes-networking.md - docs/kubernetes-operators-controllers.md - docs/servicemesh.md v2_locations: - kubernetes-networking.md - kubernetes-operators-controllers.md - servicemesh.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-17T07:49:06Z' gh_stars: 728 discovered_at: '2026-03-17T07:49:06Z' https://github.com/kubernetes-sigs/kind: title: '**kind**' description: '' year: '2026' stars: 4 ai_summary: Kubernetes in Docker (kind) is an indispensable ecosystem framework utilizing Docker container nodes to model multi-node clusters. Widely favored for continuous integration (CI) workflows and high-speed local control plane validation. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 52fb81ed1c130986f2875d5f20c2dcd6be647ce0c25060548fc35fb4be8eac89 health_score: 100.0 last_checked: 1779029056.947225 needs_ai_refresh: true hierarchy: - Local Kubernetes Environments - Containerized Clusters - KIND tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-based-devel.md - docs/matrix-table.md v2_locations: - kubernetes-based-devel.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T19:04:50Z' gh_stars: 15299 discovered_at: '2026-06-12T19:04:50Z' https://github.com/kubernetes-sigs/kpng: title: kubernetes-sigs/kpng description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7d3870e0793fbcc96741fe8d5f173130b7a149ab0a111b8364313de86f0bd7b3 health_score: 100.0 last_checked: 1779031983.520838 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:03.520838+02:00' https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md: title: Available kubectl plugins description: '' year: '2026' stars: 5 ai_summary: The master index of the Krew package manager, which lists community-contributed plugins for the kubectl CLI. This index serves as the central hub for operations engineers looking to discover, install, and catalog administrative and diagnostic command-line utilities. language: Go resource_type: Index complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3751fc9d8df1a8a1fdd78727ddd16b967678a2cf3964a542426f9cb76d555f3d health_score: 100.0 last_checked: 1779031186.28168 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Kubectl Plugins tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md - docs/other-awesome-lists.md v2_locations: - kubernetes.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:18:33Z' gh_stars: 691 is_special: true discovered_at: '2026-06-14T05:18:33Z' https://github.com/kubernetes-sigs/kube-batch: title: kube-batch description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8f3a4116d27d5d5d955755a2f759f9f2c74506091c12304ed423e70c43c52594 health_score: 100.0 last_checked: 1779034098.043934 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:18.043934+02:00' https://github.com/kubernetes-sigs/kube-scheduler-simulator: title: kube-scheduler-simulator description: '' year: '2024' stars: 3 ai_summary: An interactive, web-based simulator designed to visualize, debug, and test custom scheduler configurations and plugins. It enables platform developers to step through scheduling decisions without modifying production clusters. Widely recognized in 2026 as an essential tool for training engineers on advanced scheduling concepts. language: Go resource_type: Web Application complexity: High is_microservice: true status: online addition_method: manual content_hash: 3793cba17a48f8974bb5ee8f5e585d24649c606cdc8abab27a355c65317beb78 health_score: 100.0 last_checked: 1779032640.460401 needs_ai_refresh: true hierarchy: - Infrastructure - Scheduling - Simulator tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-09-21T04:10:12Z' gh_stars: 1092 discovered_at: '2025-09-21T04:10:12Z' https://github.com/kubernetes-sigs/kubebuilder: title: kubernetes-sigs/kubebuilder description: '' year: '2026' stars: 5 ai_summary: Kubebuilder is the industry-standard developer framework for generating custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced code generators, and controller-runtime wrappers, it streamlines the creation of highly reliable operators. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 29d9981ad02b766023817c041f9aa38e9b24e6541793c93eef23ea561d07f8dc health_score: 100.0 last_checked: 1779029113.646731 needs_ai_refresh: true hierarchy: - Extensibility & Development - Frameworks & Tooling - Controller SDKs tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T23:52:37Z' gh_stars: 9183 discovered_at: '2026-06-12T23:52:37Z' https://github.com/kubernetes-sigs/kubefed: title: 'KubeFed: Kubernetes Cluster Federation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1fb43d0721e6c5e4842baa866b9078f0369982e1f3128feba39e5aa5c4e764f5 health_score: 100.0 last_checked: 1779029466.910229 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:06.910229+02:00' https://github.com/kubernetes-sigs/kubespray: title: '**Kubespray**' description: '' year: '2026' stars: 5 ai_summary: The industry standard Ansible automation framework for deploying enterprise-ready, production-grade clusters. Combining Kubeadm with highly flexible, battle-tested playbooks, it handles network policy deployment (CNIs like Calico/Cilium), storage classes, node lifecycle operations, and multi-distribution OS configurations. language: Python/Ansible resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e6a5ab4538c357775e53e98139727266a66b700215009b4dbd5fdcc4d257fb79 health_score: 100.0 last_checked: 1779032835.330396 needs_ai_refresh: true hierarchy: - Provisioning - Ansible - Enterprise Playbooks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T08:26:33Z' gh_stars: 18556 discovered_at: '2026-06-14T08:26:33Z' https://github.com/kubernetes-sigs/kueue: title: 'kubernetes-sigs/kueue: Kubernetes-native Job Queueing' description: '' year: '2026' stars: 5 ai_summary: Kueue manages resource quotas across tenant namespaces, supporting complex machine learning and AI orchestration flows. It acts as a cloud-native batch scheduling engine, optimizing utilization within strict resource envelopes. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 57dcd4bd79ba0cb4373a02dac6563bfd09831c58facdbdabf2521e45284ff23b health_score: 100.0 last_checked: 1779031535.980882 needs_ai_refresh: true hierarchy: - Workloads - Batch Jobs - Queueing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:30:47Z' gh_stars: 2563 discovered_at: '2026-06-12T20:30:47Z' https://github.com/kubernetes-sigs/kueue/releases/tag/v0.14.0: title: Kueue Release v0.14.0 description: '' year: '2024' stars: 4 ai_summary: Curator Insight details the Kueue v0.14.0 release for advanced batch queuing in Kubernetes. Live engineering in 2026 highlights Kueue as the de facto standard for queuing, resource-sharing, and optimizing ML/AI compute clusters using standard scheduling components. language: Go resource_type: Code Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 43b0b49fc7eb473a64ff7e8315cb7180b2cfa93754ef2bb6e59221fc574560ff health_score: 100.0 last_checked: 1779031652.538246 needs_ai_refresh: true hierarchy: - Platform Engineering - Job Scheduling - Batch Workloads tags: - ENTERPRISE-STABLE - EMERGING v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-releases.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-operators-controllers.md - kubernetes-releases.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:30:47Z' gh_stars: 2563 discovered_at: '2026-06-12T20:30:47Z' https://github.com/kubernetes-sigs/kui: title: kubernetes-sigs/kui description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 651b6b6f7dee57a12e65301913f8e02bb09e0449ec4a332b016d3a3a47cd8de3 health_score: 100.0 last_checked: 1779033770.970703 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:50.970703+02:00' https://github.com/kubernetes-sigs/kustomize: title: kustomize description: '' year: '2026' stars: 5 ai_summary: Duplicate entry for Kustomize, highlighting its role as a CNCF-backed declarative customization engine. It uses a composition-based system to configure variations of YAML files without standard template parameters, serving as a clean alternative to Helm. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0d521a8e3abbccba8dcc4a3e9cb4c5d43a87f434413999983fb9163a6ce10c6f health_score: 100.0 last_checked: 1779034487.386097 needs_ai_refresh: true hierarchy: - Configuration - Templating & Engine - Kustomize tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T00:42:31Z' gh_stars: 12070 discovered_at: '2026-06-08T00:42:31Z' https://github.com/kubernetes-sigs/kwok: title: kubernetes-sigs/kwok description: '' year: '2025' stars: 4 ai_summary: KWOK (Kubernetes WithOut Kubelet) is an official SIG-sponsored emulator that spins up thousands of virtual nodes in seconds. By executing without actual kubelet footprints, it enables developers to simulate massive scale clusters, scheduler constraints, and operator behaviors on a standard laptop. language: Go resource_type: CLI / Emulation Engine complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 81c669e4ae741b5aba8e200f41e058f33537bcd4a8b9348496eac1a74b0d1dbf health_score: 100.0 last_checked: 1779031113.909528 needs_ai_refresh: true hierarchy: - Testing - Simulation & Emulation - Cluster Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T07:32:24Z' gh_stars: 3124 discovered_at: '2026-06-12T07:32:24Z' https://github.com/kubernetes-sigs/multi-tenancy/tree/master/incubator/hnc: title: Hierarchical namespaces description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 472ed291b401f1602c7f3f23c55bdc896cd4ba1ada9a4ae6ada6eed916164c77 health_score: 100.0 last_checked: 1779029061.35295 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:21.352950+02:00' https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner: title: 'github.com: NFS Ganesha server and external provisioner' description: '' year: '2023' stars: 2 ai_summary: An out-of-tree dynamic provisioner that uses NFS Ganesha to dynamically provision Kubernetes Persistent Volumes (PVs) over NFS. It packages an NFS-Ganesha server directly within the provisioner container, allowing clusters to share block storage volumes dynamically via NFS. It remains a crucial storage-layer utility in 2026 for mixed ReadWriteMany workload environments. language: Go resource_type: Storage Provisioner complexity: High is_microservice: true status: online addition_method: manual content_hash: 1a9e8d9a821a92dadfa3cf1a2019e52415f6a8bf956516a1df0605afeda43c30 health_score: 100.0 last_checked: 1779034208.718173 needs_ai_refresh: true hierarchy: - Storage - NFS - Provisioner tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-31T17:50:19Z' gh_stars: 481 discovered_at: '2026-03-31T17:50:19Z' https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner: title: 'kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External'' Provisioner' description: '' year: '2025' stars: 4 ai_summary: An out-of-tree dynamic provisioner that uses an existing NFS server to dynamically provision Kubernetes Persistent Volumes by creating subdirectories within the NFS share. Extremely reliable and simple to configure, it is widely utilized in 2026 for developer setups, bare-metal deployments, and test environments. language: Go resource_type: Storage Provisioner complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 01c5c113ec1f426c994398e95c38d7a4d209d1b9609a7c551679c011b2f10ecb health_score: 100.0 last_checked: 1779034558.482356 needs_ai_refresh: true hierarchy: - Storage - NFS - Provisioner tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-31T17:50:19Z' gh_stars: 3016 discovered_at: '2026-03-31T17:50:19Z' https://github.com/kubernetes-sigs/node-feature-discovery: title: '==kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes==' description: '' year: '2018' stars: 3 ai_summary: A Kubernetes SIG project that scans hardware attributes and custom system configurations across cluster nodes. It labels nodes automatically based on attributes like GPUs, instruct sets, or custom kernel attributes. language: Go resource_type: Kubernetes Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9eb50a4b87b24f04460ce893b04e36df50bbcd718ac3470621d0ef19a77b7dab health_score: 100.0 last_checked: 1779029061.343832 needs_ai_refresh: true hierarchy: - Cluster Management - Hardware Discovery - Node Labeling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:53:01Z' gh_stars: 1045 discovered_at: '2026-06-14T09:53:01Z' https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran: title: "kubernetes-sigs: Trimaran: Load-aware scheduling plugins \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: A collection of scheduling plugins (TargetLoadPacked and LoadWatcher) under the Trimaran umbrella that enable real-time, load-aware scheduling in Kubernetes. Instead of scheduling purely based on static requests, it utilizes actual node resource utilization metrics. Active in 2026, it is vital for optimizing cluster efficiency and reducing overall infrastructure costs. language: Go resource_type: Scheduling Plugin complexity: High is_microservice: false status: online addition_method: manual content_hash: 59522768a9791e6c5f76db6c3a5c6eb9cad2515fcc9bca7b93700af41b33d7e7 health_score: 100.0 last_checked: 1779029163.771599 needs_ai_refresh: true hierarchy: - Infrastructure - Scheduling - Load-Aware tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/ocp4.md v2_locations: - kubernetes-tools.md - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T10:17:00Z' gh_stars: 1295 discovered_at: '2026-06-11T10:17:00Z' https://github.com/kubernetes-sigs/secrets-store-csi-driver: title: 'Kubernetes-Secrets-Store-CSI-Driver: Secrets Store CSI driver for Kubernetes'' secrets' description: '' year: '2024' stars: 4 ai_summary: Implements the Secrets Store CSI standard, enabling pods to mount sensitive credentials directly from external secure vaults (AWS Secrets Manager, Azure Key Vault, HashiCorp Vault) as files, bypassing native secrets security issues. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 002ecde6fd2c5324a3e888a1a6effc32a49ece37598b4592e6e209aee17a3214 health_score: 100.0 last_checked: 1779034336.758905 needs_ai_refresh: true hierarchy: - Security - Secrets Management - CSI Driver tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md - docs/kubernetes.md v2_locations: - kubernetes.md - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T04:16:46Z' gh_stars: 1537 discovered_at: '2026-06-11T04:16:46Z' https://github.com/kubernetes-sigs/security-profiles-operator: title: kubernetes-sigs/security-profiles-operator description: '' year: '2025' stars: 4 ai_summary: The official Kubernetes SIG operator for managing Seccomp, AppArmor, and SELinux profiles natively. Live Grounding confirms its active role in highly regulated sectors for hardening container execution spaces. It replaces manual node profiling with declarative, cluster-wide configurations. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7018e8cdf814f360b434d4d884a32b505899192ad0812072c31a18fd1d10afae health_score: 100.0 last_checked: 1779032185.407082 needs_ai_refresh: true hierarchy: - Security - System Hardening - Security Profiles Operator tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:28:56Z' gh_stars: 848 discovered_at: '2026-06-12T17:28:56Z' https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner: title: "github.com/kubernetes-sigs: Local Persistence Volume Static Provisioner' \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Kubernetes-SIGs repository for the local persistence static provisioner. It automates the creation of PVs for local disks, enabling database workloads to achieve raw, low-latency NVMe/SSD IOPS while retaining Kubernetes persistent storage abstractions. language: Go resource_type: Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d55aae704510a8fd094de9bf43a26277d0e6df1a1003238b3ff63346d602b55d health_score: 100.0 last_checked: 1779032080.787105 needs_ai_refresh: true hierarchy: - Kubernetes Storage Implementation - Persistent Volumes & Provisioners - Local Storage tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T08:33:31Z' gh_stars: 1200 discovered_at: '2026-06-14T08:33:31Z' https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler: title: 'github.com/kubernetes: **Kubernetes Cluster Autoscaler**' description: '' year: '2026' stars: 5 ai_summary: The official Kubernetes core component that dynamically alters cloud provider node counts based on scheduling pressures. Despite modern alternatives like Karpenter, it remains the most stable, widely deployed cluster-scaling standard across global cloud architectures. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 45fa4e240e0e3f9d51e8ce957e7db11ecb736f472619a1678cd6425e7b6d579b health_score: 100.0 last_checked: 1779029075.00429 needs_ai_refresh: true hierarchy: - Kubernetes & Scaling - Infrastructure Scaling - Cluster Autoscaler tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T07:49:29Z' gh_stars: 8878 discovered_at: '2026-06-13T07:49:29Z' https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler: title: 'VPA: Vertical Pod Autoscaler' description: '' year: '2026' stars: 5 ai_summary: Official repository and implementation guide for the Kubernetes Vertical Pod Autoscaler. Focuses on dynamically adjusting CPU and memory requests/limits of workloads, optimizing resource distribution, and reducing idle costs. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ba14c614b6fe15d0119fd2b4b849d83747824660801db6b4c954a5cc94843dcd health_score: 100.0 last_checked: 1779031360.704814 needs_ai_refresh: true hierarchy: - Kubernetes & Scaling - Core Concepts - Vertical Scaling API tags: - ENTERPRISE-STABLE v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T07:49:29Z' gh_stars: 8878 discovered_at: '2026-06-13T07:49:29Z' https://github.com/kubernetes/client-go: title: "kubernetes/client-go: Go client for Kubernetes \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Go SDK for managing Kubernetes clusters. It features critical API client mechanics like Informers, Lister-Watchers, work queues, and rate-limiting structures to build high-performance production controllers. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 673297f64673b2774e0328a723c5674cecea1495ce025d9052cc13dc14e207bb health_score: 100.0 last_checked: 1779033040.972635 needs_ai_refresh: true hierarchy: - Cloud Native & K8s - Kubernetes API - Go Client tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-client-libraries.md - docs/openshift-pipelines.md v2_locations: - kubernetes-client-libraries.md - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T18:56:57Z' gh_stars: 9837 discovered_at: '2026-06-12T18:56:57Z' https://github.com/kubernetes/community/blob/main/README.md: title: Kubernetes Special Interest Groups (SIGs) description: '' year: '2024' stars: 5 ai_summary: The master repository outlining the governance structures and work distribution across Special Interest Groups (SIGs). Serves as the blueprint for code contributions and technical decisions. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 00b2d13fb802d80b65339b63118ec76c99d190434f89d7545e196554b79ff6de health_score: 100.0 last_checked: 1779130494.922858 needs_ai_refresh: true hierarchy: - Community & Governance - SIGs - Governance tags: - DE FACTO STANDARD v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:28:55Z' gh_stars: 12886 discovered_at: '2026-06-12T17:28:55Z' https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-limits/thresholds.md: title: 'github.com/kubernetes: Kubernetes Scalability thresholds' description: '' year: '2025' stars: 5 ai_summary: The authoritative SIG-Scalability technical specifications outlining physical structural and behavioral boundaries in a standard Kubernetes cluster (such as a maximum of 5,000 nodes, 150,000 total pods, and etcd throughput limits). Documents constraints and performance degradations encountered as these thresholds are reached. language: Markdown resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b0452b2bd261bd1d7b003da3f685eb3e32a43b8d176289cb6a12e1d20aef7c2e health_score: 100.0 last_checked: 1779130495.032225 needs_ai_refresh: true hierarchy: - Architecture - Control Plane - Scalability Limits tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:28:55Z' gh_stars: 12886 discovered_at: '2026-06-12T17:28:55Z' https://github.com/kubernetes/community/blob/master/README.md: title: Kubernetes Special Interest Groups (SIGs) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d28cde42d4dfdb0d67e46daea15f0e39b9799e43e0b693933462a3c479ce5cd6 health_score: 100.0 last_checked: 1779034217.746814 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.746814+02:00' https://github.com/kubernetes/community/blob/master/sig-scalability/configs-and-limits/thresholds.md: title: 'github.com/kubernetes: Kubernetes Scalability thresholds' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bc22af360e812d6bc8184d1dc2c40ca13105c84c48fa8619ad9e3c2c67f08bd8 health_score: 100.0 last_checked: 1779034534.136387 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:34.136387+02:00' https://github.com/kubernetes/community/tree/main/icons: title: 'github.com/kubernetes: Kubernetes Icons Set' description: '' year: '2023' stars: 5 ai_summary: The official CNCF-maintained Kubernetes graphic catalog containing SVGs and PNGs representing key system objects like Pods, Services, Deployments, ingress, and Custom Resources. Vital for creating highly precise architectural designs of cloud-native infrastructure. language: None resource_type: Asset Pack complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a94c5d163013c2889e7907f2966596a70e3f7aac5e80e4264bbff5846ac09ca5 health_score: 100.0 last_checked: 1779130494.96747 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Design Assets - Kubernetes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:28:55Z' gh_stars: 12886 discovered_at: '2026-06-12T17:28:55Z' https://github.com/kubernetes/community/tree/master/icons: title: '==github.com/kubernetes: Kubernetes Icons Set==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 39e4162d41bfbbd8f809f8f62084dab0af4f8de8f2459bdacd5fc4bc58337190 health_score: 100.0 last_checked: 1779032757.1625 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:57.162500+02:00' https://github.com/kubernetes/enhancements: title: NodeLocal DNSCache description: '' year: '2026' stars: 5 ai_summary: The Kubernetes Enhancement Proposal (KEP) and repository code outlining the deployment of a local DNS caching agent on each node. Running as a DaemonSet, NodeLocal DNSCache intercepts queries at a local loopback IP, bypassing heavy iptables conntrack entries and DNAT rules to reduce latencies and resolve UDP packet drop vulnerabilities. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ca291a0957a964638f787831e058b8bca48c3a81ce364b24d652827f0aa56b3a health_score: 100.0 last_checked: 1779034531.426865 needs_ai_refresh: true hierarchy: - Networking - DNS - Caching tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T03:00:33Z' gh_stars: 3887 discovered_at: '2026-06-14T03:00:33Z' ? https://github.com/kubernetes/enhancements/blob/ddf7d2a8c098e97b0714f31e88abad3b3e0e706c/keps/sig-node/2837-pod-level-resource-spec/README.md : title: 'KEP-2837: Especificaciones de Recursos a Nivel de Pod' description: '' year: '2021' stars: 5 ai_summary: A critical Kubernetes Enhancement Proposal (KEP) addressing resource specification directly at the Pod level rather than duplicating definitions across individual container configurations. This proposed structural shift promises to optimize vertical pod autoscaling, simplify scheduler math, and streamline declarative application configurations. language: Markdown resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 514efde5669ab949ed061953638463ffd0d486da2226e83c2875fcba49759e02 health_score: 100.0 last_checked: 1779033693.268353 needs_ai_refresh: true hierarchy: - Architecture - Kubernetes Enhancements - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T03:00:33Z' gh_stars: 3887 discovered_at: '2026-06-14T03:00:33Z' https://github.com/kubernetes/frakti: title: Frakti description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 71df0cbdb5c175fad4bbbdf18fec8817f1dc9dfb428b636a87dad3e2cb0366bf health_score: 100.0 last_checked: 1779034217.926617 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/container-managers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.926617+02:00' https://github.com/kubernetes/git-sync: title: ==github.com/kubernetes/git-sync== ⭐ description: '' year: '2016' stars: 5 ai_summary: Git-sync is a robust, lightweight sidecar container designed to continuously synchronize a targeted Git repository into a locally mounted volume. It is widely leveraged inside Kubernetes Pods to deliver static assets, configuration scripts, and policies to main application processes without requiring image rebuilds. language: Go resource_type: Sidecar complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 54fb60738ab0304be0bbda503750926a91de8f8ea4015af1b50073a4c81413d5 health_score: 100.0 last_checked: 1779029268.25356 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Configuration Management - Sidecar Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:36:53Z' gh_stars: 2704 discovered_at: '2026-06-12T22:36:53Z' https://github.com/kubernetes/ingress-nginx/issues/7837: title: A Kyverno policy to block custom snippet configurations for Kubernetes Nginx ingress (CVE-2021-25742 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1c1d77bf149df21c21650a267600a7b8dec80f0bf565ab739db2d18dee177ff4 health_score: 100.0 last_checked: 1779032294.128314 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:14.128314+02:00' https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0: title: NGINX Ingress Controller - v1.0.0 description: '' year: '2021' stars: 5 ai_summary: Landmark v1.0.0 release of the community ingress-nginx controller. Highlights include compatibility with the GA ingress API specification, significant security enhancements, and optimized resource consumption. language: Go resource_type: Release complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8e36825d3044d16b5640f83f8973499012707f04aa25a7302be36dfde538f858 health_score: 100.0 last_checked: 1779030507.250171 needs_ai_refresh: true hierarchy: - Networking - Ingress & Gateway - NGINX tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-23T16:16:29Z' gh_stars: 19494 discovered_at: '2026-03-23T16:16:29Z' https://github.com/kubernetes/kompose: title: "==Kompose (Kubernetes + Compose)== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Kompose is the official translation tool for converting Docker Compose files into native Kubernetes manifests. By generating deployments, services, persistent volumes, and ingress resources automatically, it acts as the primary transition bridge to production environments. language: Go resource_type: CLI Translation Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c6aec9f9d2602c11b5d075ad1df9e258f01a3501a12ebebf1cdb8f6ae0119115 health_score: 100.0 last_checked: 1779034116.439462 needs_ai_refresh: true hierarchy: - Application Lifecycle - Manifest Generation - Migration Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-16T14:23:39Z' gh_stars: 10531 discovered_at: '2026-04-16T14:23:39Z' https://github.com/kubernetes/kops: title: 'GitHub: Kubernetes Cluster with Kops' description: '' year: '2026' stars: 5 ai_summary: Kubernetes Operations (kops) is a production-grade orchestration tool designed to configure, scale, and manage highly available clusters on public cloud environments. Its declarative structure manages cloud instances, security groups, route tables, and internal etcd scaling configurations directly, primarily focusing on AWS. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 466102259c6e98ae602f93dda8db4ff09242d96489c59285d6bdfc8d40750c32 health_score: 100.0 last_checked: 1779032874.843403 needs_ai_refresh: true hierarchy: - Provisioning - Deployment Tools - AWS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:30:39Z' gh_stars: 16625 discovered_at: '2026-06-14T05:30:39Z' https://github.com/kubernetes/kube-state-metrics: title: "kube-state-metrics \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: A vital system service that translates raw Kubernetes API server state data (e.g., deployments, pod counts, resource limits, cronjobs) into high-fidelity Prometheus metrics. Unlike cAdvisor, which captures resource usage, kube-state-metrics models cluster resource orchestration configurations. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cd224da18daea2aa064a36621fdc1e9056d63a46cb527eb1b4c0904018628a8a health_score: 100.0 last_checked: 1779033795.246178 needs_ai_refresh: true hierarchy: - Dynamic Component Monitoring - Telemetry Protocols - Object State Monitoring tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T07:16:32Z' gh_stars: 6137 discovered_at: '2026-06-14T07:16:32Z' https://github.com/kubernetes/kubeadm: title: Kubernetes Cluster with **Kubeadm** description: '' year: '2026' stars: 5 ai_summary: The standard bootstrapping engine for establishing conformant clusters, maintained by Kubernetes SIG-Cluster-Lifecycle. It abstracts certificate generation, etcd cluster building, and node onboarding into simplified `kubeadm init` and `kubeadm join` commands. It serves as the foundation for higher-level platform controllers. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6181b21e5d9db134f89d6bf12429426d55889bb77ad9001fa936b37659846a85 health_score: 100.0 last_checked: 1779029421.943941 needs_ai_refresh: true hierarchy: - Provisioning - Bootstrapping - Core Engine tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-01T13:52:54Z' gh_stars: 3981 discovered_at: '2026-06-01T13:52:54Z' https://github.com/kubernetes/kubeadm/blob/main/docs/ha-considerations.md: title: 'github.com/kubernetes/kubeadm: High Availability Considerations' description: '' year: '2026' stars: 5 ai_summary: Official design documentation specifying the HA mechanics of Kubeadm clusters. Examines stacked etcd setups versus external etcd clusters, detailing load balancing requirements and node join procedures to build resilient cloud-agnostic platform infrastructure. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 87353790bbe2b4db49fcbedc03b579fb905a6f150794a352399f6fa5378ba533 health_score: 100.0 last_checked: 1779034040.123066 needs_ai_refresh: true hierarchy: - Provisioning - Bootstrapping - High Availability tags: - DE FACTO STANDARD - GUIDE v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-01T13:52:54Z' gh_stars: 3981 discovered_at: '2026-06-01T13:52:54Z' https://github.com/kubernetes/kubernetes/issues/126811: title: A Kyverno policy to block custom snippet configurations for Kubernetes Nginx ingress (CVE-2021-25742 description: '' year: '2024' stars: 5 ai_summary: A critical Kyverno security policy designed to block custom Nginx Ingress snippet configurations, preventing exploitation of CVE-2021-25742. Demonstrates the practical power of declarative security rules in blocking ingress privilege escalations. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a1c3d342ed995b5fd57b8a24a6534669f7693e1714e7519e54970986d0cdda90 health_score: 100.0 last_checked: 1779130494.941684 needs_ai_refresh: true hierarchy: - Cloud Native Security - Policy-as-Code - Kyverno tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T02:52:34Z' gh_stars: 123002 discovered_at: '2026-06-14T02:52:34Z' https://github.com/kubernetes/kubernetes/pull/73787: title: Flag export deprecated in kubernetes 1.14 description: '' year: '2026' stars: 5 ai_summary: The upstream Kubernetes pull request deprecating the '--export' flag in 'kubectl get'. Live grounding confirms that as of Kubernetes 1.18+, this flag was completely removed in favor of alternative serialization pipelines, requiring automation scripts to migrate away from this legacy pattern. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 020eabda6a98fe4d661d9ca9f9cc313d63daeff992fa7e3460f2b4f9edd56753 health_score: 100.0 last_checked: 1779032101.240612 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T02:52:34Z' gh_stars: 123002 discovered_at: '2026-06-14T02:52:34Z' https://github.com/kubernetes/kubernetes/pull/97057: title: If you have a livenessProbe that takes over one second, it’ll fail when you update to kubernetes 1.20, because a long-standing bug with how the default was handled has been fixed. You must override the ExecProbeTimeout if your probe takes more than 1s description: '' year: '2020' stars: 5 ai_summary: Highlights a critical behavior change in Kubernetes 1.20 where `timeoutSeconds` is strictly enforced for Exec probes. Warns how previously un-timeout-bound scripts can trigger sudden restarts across critical services. language: English resource_type: Issue/Notice complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6245b0754b1ea7078c605b310b42644b579d9b75a0fbd87a2a283881a03417ed health_score: 100.0 last_checked: 1779031490.537553 needs_ai_refresh: true hierarchy: - Operations - Reliability - Probes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T02:52:34Z' gh_stars: 123002 discovered_at: '2026-06-14T02:52:34Z' https://github.com/kubernetes/minikube: title: Minikube description: '' year: '2026' stars: 5 ai_summary: Minikube remains an industry-standard sandbox for launching local single-node Kubernetes clusters. Supports diverse VM drivers, bare-metal deployment modes, and native Docker-in-Docker execution environments tailored for application testing. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fafdeebcdeb66efd4031239267c38b0c404c20f1c8c76d6635d8002be70d5850 health_score: 100.0 last_checked: 1779033845.146406 needs_ai_refresh: true hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Minikube tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-based-devel.md - docs/matrix-table.md v2_locations: - kubernetes-based-devel.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T04:14:32Z' gh_stars: 31871 discovered_at: '2026-06-14T04:14:32Z' https://github.com/kubernetes/sample-controller: title: ==kubernetes/sample-controller== description: '' year: '2026' stars: 5 ai_summary: The canonical sample controller repository managed by the Kubernetes API machinery SIG. It serves as the official, direct architectural blueprint for creating custom controllers using client-go libraries. Live grounding verifies it is the foundational reference tool for understanding thread-safe informer caches and queue sync mechanisms. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9242ef27f616a00eb69f0cb4c3bdbe45f1389caba741a8cd69d6ddf48342ac82 health_score: 100.0 last_checked: 1779031810.363608 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Kubernetes Extension - Reference Implementations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T18:58:41Z' gh_stars: 3486 discovered_at: '2026-06-12T18:58:41Z' https://github.com/kubernetes/test-infra/tree/master/prow: title: Prow description: '' year: '2026' stars: 5 ai_summary: A Kubernetes-native CI/CD platform built specifically for large-scale cloud-native project governance. Operating via a decentralized microservices architecture (including Deck, Hook, Sinker, and Crier), it enforces declarative GitOps and extensible ChatOps automation. Highly complex but acts as the core engine powering the Kubernetes ecosystem's test infrastructure. language: Go resource_type: Tool complexity: High is_microservice: true status: online addition_method: manual content_hash: 447aa78c405ff461f5b6babd4a0399c84e1237a811f20e5adac1c77d72818856 health_score: 100.0 last_checked: 1779030655.542239 needs_ai_refresh: true hierarchy: - Infrastructure - CI-CD - Kubernetes-Native CI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T15:58:32Z' gh_stars: 4004 discovered_at: '2026-06-13T15:58:32Z' https://github.com/kubescape/kubescape: title: kubescape description: '' year: '2025' stars: 5 ai_summary: An active CNCF Sandbox tool providing multi-framework configuration scanning, risk analysis, and vulnerability management. It integrates into CI/CD pipelines to ensure continuous verification of compliance frameworks (like CIS and NSA-CISA). Essential for enterprise teams seeking unified security visibility. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b2edcccc6e3dc19610cb8401874e7e9c6efc002eea50bff20debb737537678d8 health_score: 100.0 last_checked: 1779032884.799142 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Post-Deployment Scanning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md - docs/kubernetes-tools.md v2_locations: - kubernetes-security.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T14:08:06Z' gh_stars: 11480 discovered_at: '2026-06-12T14:08:06Z' https://github.com/kubescape/regolibrary: title: armosec/regolibrary description: '' year: '2021' stars: 2 ai_summary: A repository of highly structured Rego-based compliance policies curated for the Kubescape open-source platform. It maps cluster postures against frameworks like MITRE ATT&CK, NSA/CISA, and CIS benchmarks. language: Rego resource_type: Policy Library complexity: High is_microservice: false status: online addition_method: manual content_hash: a75dcc4d8e1f244335f31040b321d85865242ba426e72448ac1fae221a4f27aa health_score: 100.0 last_checked: 1779130494.991689 needs_ai_refresh: true hierarchy: - Security - Compliance & Policy - OPA Rego tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T19:01:10Z' gh_stars: 131 discovered_at: '2026-06-08T19:01:10Z' https://github.com/kubeshark/kubeshark: title: kubeshark/kubeshark description: '' year: '2026' stars: 4 ai_summary: An open-source, eBPF-driven network monitoring and L7 protocol debugging engine offering Wireshark-like inspection for Kubernetes. Captures, decodes, and records TCP/UDP traffic at the kernel level across dynamic microservices. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: af2af430c1693288f10e0ac9c2e9d3c4514537ef5bc0e169d16ac18ab5c358b6 health_score: 100.0 last_checked: 1779030554.55623 needs_ai_refresh: true hierarchy: - Observability - Networking - Deep Packet Inspection tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-03T18:01:45Z' gh_stars: 11951 discovered_at: '2026-06-03T18:01:45Z' https://github.com/kubeshield/identity-server: title: identity-server description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 92c55f70c85f144b884d31ed002f04a5d780c47ef8c8f74713a18e8bf2c08904 health_score: 100.0 last_checked: 1779030711.605191 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:51.605191+02:00' https://github.com/kubeshop/kusk: title: 'kubeshop/kusk: use OpenAPI to configure Kubernetes' description: '' year: '2023' stars: 1 ai_summary: Kusk is an OpenAPI-driven code generator and routing manager designed to build ingress configurations (mainly Envoy/Ambassador) directly from OpenAPI schemas. Live Grounding in 2026 reveals that Kubeshop has archived the Kusk project, directing engineers instead toward native Gateway API implementations. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 1687cf1566bec12c28cb5e735dd17748bac735ab1a3274534188e323717d6615 health_score: 100.0 last_checked: 1779032780.136729 needs_ai_refresh: true hierarchy: - API Gateway - OpenAPI - Ingress Generators tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-10-12T11:05:45Z' gh_stars: 7 discovered_at: '2022-10-12T11:05:45Z' https://github.com/kubeshop/monokle: title: ==kubeshop/monokle== description: '' year: '2021' stars: 5 ai_summary: Monokle is a visual Kubernetes configuration editor and IDE engineered to simplify manifest creation, validation, and delivery. It parses local directories and live cluster states, offering visual representations of resource dependencies. language: TypeScript resource_type: Desktop GUI App / Web App complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fe40391aa802454c10f642618dd5708b3271873f37a1d06846bb43b009c7d722 health_score: 100.0 last_checked: 1779030827.627075 needs_ai_refresh: true hierarchy: - Platform Engineering - Developer Productivity - Configuration Editors tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-26T08:37:07Z' gh_stars: 2138 discovered_at: '2026-02-26T08:37:07Z' https://github.com/kubeshop/testkube: title: kubeshop/testkube description: '' year: '2026' stars: 5 ai_summary: The open-source core repository of Testkube, housing the CRDs, execution agents, and orchestrator architecture. It enables git-triggerable, declarative test configurations defined as Kubernetes manifests, fully integrating test pipelines into standard GitOps workflows like ArgoCD. language: Go resource_type: Framework complexity: High is_microservice: false status: online addition_method: manual content_hash: 333516f5073b4f469fb82a7fdccfbae63494db5490567540aa0ad00a74ba2e0c health_score: 100.0 last_checked: 1779031141.303164 needs_ai_refresh: true hierarchy: - Testing - Test Orchestration - Open-Source Core tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T15:44:39Z' gh_stars: 1607 discovered_at: '2026-06-13T15:44:39Z' https://github.com/kubesimplify/ksctl: title: 'Ksctl: Cloud Agnostic Kubernetes Management tool' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e87f298bcd6616cf3dcba6987c41d926d3e85f5ea6cdb3c015f2536d03a7478c health_score: 100.0 last_checked: 1779034479.882101 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:39.882101+02:00' https://github.com/kubesphere/kubeeye: title: "KubeEye \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The main GitHub project repository for KubeEye, an advanced diagnostic utility that analyzes resources, configurations, and network environments. Pinpoints anomalies, deprecations, and potential security hazards. It runs standalone or integrates as a continuous API audit service. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: fc86a43e1d9c8ee21309c3963f3584fdc2a92d5b9ff8d5a4750fad528a9bf5b1 health_score: 100.0 last_checked: 1779034139.608627 needs_ai_refresh: true hierarchy: - Operations - Cluster Diagnostics - Automated Auditing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-25T08:42:20Z' gh_stars: 850 discovered_at: '2025-06-25T08:42:20Z' https://github.com/kubesphere/kubekey: title: kubekey description: '' year: '2025' stars: 4 ai_summary: 'A Go-based command-line utility engineered to rapidly install, configure, and upgrade Kubernetes clusters, KubeSphere components, and runtime layers (containerd, Docker) on bare-metal and cloud environments. It highly excels in air-gapped, offline installations using custom artifact packages. (Live Grounding: KubeKey remains a highly-rated installer alternative to Kubeadm, especially popular in hybrid/on-prem environments requiring deterministic runtime setups).' language: Go resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5f2766d774c39dee9e3aaf98051ab740425b1a29aab313e6c53e2f2a9fea2593 health_score: 100.0 last_checked: 1779031625.136308 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Cluster Provisioning - KubeKey tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T09:03:03Z' gh_stars: 2821 discovered_at: '2026-06-11T09:03:03Z' https://github.com/kubetail-org/kubetail: title: "github.com/kubetail-org/kubetail \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: Kubetail (by kubetail-org) is a real-time log-monitoring dashboard designed specifically for Kubernetes environments. It aggregates streaming logs from diverse Pods and containers directly in a web interface, allowing platform engineers to filter, pause, and search outputs instantly. language: TypeScript / Go resource_type: Web UI complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 8a920a905975edef0c5c269b42676faf7d182b27c89f0e5d87d4e08a212b2d84 health_score: 100.0 last_checked: 1779032969.507432 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Log Aggregation - UI Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-06T08:36:55Z' gh_stars: 1720 discovered_at: '2026-06-06T08:36:55Z' https://github.com/kubevious/kubevious: title: "==kubevious== \U0001F31F\U0001F31F" description: '' year: '2024' stars: 3 ai_summary: Kubevious is an open-source visualizer and validation engine for Kubernetes. It constructs an application-centric graph database of resource hierarchies, allowing rapid detection of manifest anomalies, cross-namespace conflicts, and misconfigurations. language: TypeScript resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d0cdff7dc808c59f2e2693f9da55d72a62bc485f7daaaf6c8cf469df2d529d14 health_score: 100.0 last_checked: 1779032975.453202 needs_ai_refresh: true hierarchy: - Kubernetes Observability - Visualization & Auditing - Kubevious tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T07:19:22Z' gh_stars: 1700 discovered_at: '2026-06-13T07:19:22Z' https://github.com/kubevirt/kubevirt: title: kubevirt description: '' year: '2026' stars: 4 ai_summary: KubeVirt is a graduated CNCF project that allows virtual machines to run natively alongside standard container workloads on Kubernetes. By utilizing KVM virtualization inside Pods, it helps enterprises transition legacy virtual machine applications to modern cloud-native platforms. It has become the de facto standard for hyperconverged infrastructure setups, allowing unified management of containers and VMs. language: Go resource_type: Virtualization Engine complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 93de45c2d07a8d3ebda4273b3cc42fc8d20a6664c5a3cf697d174bfde4ca4589 health_score: 100.0 last_checked: 1779032817.935293 needs_ai_refresh: true hierarchy: - Virtualization - VM Orchestration - Hyperconverged Infrastructure tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:06:27Z' gh_stars: 6900 discovered_at: '2026-06-14T06:06:27Z' https://github.com/kubevirt/monitoring: title: github.com/kubevirt/monitoring description: '' year: '2023' stars: 5 ai_summary: Defines monitoring instrumentation targets for KubeVirt resources. Provides Prometheus alerting rules and Grafana dashboard templates specifically optimized to monitor VM workloads running in Kubernetes. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: bffae0980193ebc8de2fd4bccd8051905762ea0f96c1d107634f0c3a9739e1ff health_score: 100.0 last_checked: 1779033706.962913 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Kubernetes Deployment - Virtualization Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T14:08:51Z' gh_stars: 28 discovered_at: '2026-06-10T14:08:51Z' https://github.com/kudobuilder/kuttl: title: kudobuilder/kuttl description: '' year: '2025' stars: 2 ai_summary: The Kubernetes Test Tool (KUTTL) provides a powerful declarative framework for testing operators and controllers using standard YAML. By enabling developers to define assertions and test suites without writing complex Go test suites, it dramatically shortens development cycles and ensures reliable state transitions across release versions. language: Go resource_type: Test Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6fa4add299264460b44678834f35f1a576132f9774a74b44d13eb3319dccdc37 health_score: 100.0 last_checked: 1779031596.294271 needs_ai_refresh: true hierarchy: - Testing - Operator Testing - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-26T04:37:20Z' gh_stars: 820 discovered_at: '2026-05-26T04:37:20Z' https://github.com/kuhlman-labs/terraform-azurerm-landing-zone: title: github.com/kuhlman-labs/terraform-azurerm-landing-zone description: '' year: '2021' stars: 1 ai_summary: A community-focused Terraform module aiming to lay down Azure Landing Zone (ALZ) foundations. Facilitates enterprise-level governance, subscription nesting, management groups, and base platform networking constructs. language: HCL resource_type: Module complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2eaa75d689a628e88b3dbb520f14e2ef6f66f143fc6a594ea980a587305bf8fc health_score: 100.0 last_checked: 1779033735.991054 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Azure Landing Zones - Modules tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-04-16T14:40:49Z' gh_stars: 10 discovered_at: '2021-04-16T14:40:49Z' https://github.com/kunchalavikram1427/Kubernetes_public: title: 'kunchalavikram1427: kubernetes Public' description: '' year: '2024' stars: 1 ai_summary: A public community repository comprising manifests, setup recipes, and operational scripting files for educational Kubernetes clusters. Useful for individual engineers seeking boilerplate YAML configs for standard testing. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a723089f8e56f02329ab8db8e2df0dd7b0f48add10e47f1313a691489df7b801 health_score: 100.0 last_checked: 1781735890.037394 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Practice Lab tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.037394+02:00' https://github.com/kunchalavikram1427/Kubernetes_public/blob/main/Kubernetes_Commands.txt: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 223f0f708ebb982d9edbd2a8cc1d399f4f6b97feb10ec90635bef39736d44f7a health_score: 100.0 last_checked: 1779130495.012572 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.012572+02:00' https://github.com/kunchalavikram1427/Kubernetes_public/blob/master/Kubernetes_Commands.txt: title: 'kunchalavikram1427: kubernetes Commands' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 13c09b5515cfd486af4bebea3470bb3e5d0787f82fe205dbf328ec49571e63ad health_score: 100.0 last_checked: 1779033487.526379 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:07.526379+02:00' https://github.com/kvaps/kubectl-build: title: kubectl build (formerly known as kubectl-kaniko) description: '' year: '2021' stars: 2 ai_summary: A kubectl plugin that allows developers to build container images directly within a remote Kubernetes cluster utilizing the Google Kaniko engine. This eliminates the requirement of running docker-in-docker or local build daemons. language: Shell resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d0f667e1ba015dae639c539d21744de47826c207532c85e03eab0a3bf621f2cb health_score: 100.0 last_checked: 1779031333.997994 needs_ai_refresh: true hierarchy: - Application Lifecycle - Image Building - Cluster-Native Build tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-11-18T23:01:51Z' gh_stars: 148 discovered_at: '2021-11-18T23:01:51Z' https://github.com/kvaps/kubectl-node-shell: title: kvaps/kubectl-node-shell description: '' year: '2025' stars: 3 ai_summary: A highly convenient kubectl plugin that spawns an interactive root shell inside a physical cluster node's host namespace. By bypassing conventional SSH access mechanisms and employing short-lived administrative containers, it simplifies deep OS-level performance tuning. language: Shell resource_type: CLI Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 821572d5842d9a60a9e78eadc755ec37adc7160df27cc195fa1112399becdfa3 health_score: 100.0 last_checked: 1779032704.429387 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-03-04T18:44:27Z' gh_stars: 1818 discovered_at: '2025-03-04T18:44:27Z' https://github.com/kvdi/kvdi: title: kVDI description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff health_score: 100.0 last_checked: 1779033141.242685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:21.242685+02:00' https://github.com/kyma-incubator/terraform-provider-kind: title: 'kyma-incubator/terraform-provider-kind: Terraform Provider for kind (Kubernetes'' IN Docker)' description: '' year: '2023' stars: 2 ai_summary: A dedicated Terraform provider to spin up local Kubernetes IN Docker (kind) clusters. Smoothly manages lifecycle stages for testing and continuous integration setups using standard IaC files. language: Go resource_type: Provider complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4306cf29be8ec78880b596214a90afe36630e5bc5b43f69a5e1d95a4bf7e0dac health_score: 100.0 last_checked: 1779032224.39224 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Kubernetes - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-01T12:41:24Z' gh_stars: 81 discovered_at: '2022-04-01T12:41:24Z' https://github.com/kyverno/chainsaw: title: Chainsaw - The ultimate end to end testing tool for Kubernetes operators description: '' year: '2024' stars: 2 ai_summary: Kyverno Chainsaw is a specialized declarative end-to-end testing framework tailored for Kubernetes operators and controllers. It simplifies assertions, resource creation, and mutation validation without requiring complex Golang suite writing. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8ec36b71959abc5bb1fec653b4f580ec8ee599bd9dad4d625bb3acd65a127449 health_score: 100.0 last_checked: 1779030534.790364 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Operator Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:43:17Z' gh_stars: 585 discovered_at: '2026-06-12T09:43:17Z' https://github.com/kyverno/policies/issues/80: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 56dc9b261465f5af5c2cd715c22e42bd3ba90de38000425350dd702d84d9b410 health_score: 100.0 last_checked: 1779034273.673542 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:11:13.673542+02:00' https://github.com/kyverno/policy-reporter: title: "Policy Reporter \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A CNCF-recognized dashboard and reporter engineered to capture, aggregate, and visualize policy violations (like Kyverno or OPA findings) inside Kubernetes clusters. Converts abstract policy status reports into accessible web UI tables and distributes real-time alerts to Slack or Grafana. language: Go resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 57598c39357991330ad525c770dc6b40363ef1def87cb6959cf32eee6da14abd health_score: 100.0 last_checked: 1779030365.375169 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security Reporting - Observability tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T14:33:44Z' gh_stars: 371 discovered_at: '2026-06-13T14:33:44Z' https://github.com/laurci/kubernate: title: laurci/kubernate description: '' year: '2021' stars: 1 ai_summary: Kubernate is a JavaScript/TypeScript configuration SDK designed to generate Kubernetes manifests using familiar programming constructs instead of JSON or YAML. It offers developers structural safety, autocomplete, and simple dry-run compilation. Despite clean design, it operates in a crowded niche dominated by Pulumi and cdk8s. language: TypeScript resource_type: Library complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 9d731945ce5929b3d8ec046d2be457be9edad6d8f882f37c51c46c53a2f4f8aa health_score: 100.0 last_checked: 1779033697.467574 needs_ai_refresh: true hierarchy: - Configuration Management - SDK - JS/TS Manifests tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-09-10T12:49:09Z' gh_stars: 118 discovered_at: '2025-09-10T12:49:09Z' https://github.com/laurent22/joplin: title: joplin description: '' year: '2026' stars: 5 ai_summary: A widely adopted open-source note-taking and to-do application. Supports End-to-End Encryption (E2EE), Markdown editing, and dynamic synchronization across private cloud systems. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 28a2f3937a6875deca73c3aad9383a41ee42e029a9315f1291546d828cbf2801 health_score: 100.0 last_checked: 1779033675.398506 needs_ai_refresh: true hierarchy: - Developer Productivity - Documentation - Note-Taking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T09:47:40Z' gh_stars: 55187 discovered_at: '2026-06-14T09:47:40Z' https://github.com/lbroudoux/openshift-cases/tree/master/jboss-amq7-custom: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 36e4532d1e380690beaa50e63e932568153d42654569dc5fe21322ecd61d354c health_score: 100.0 last_checked: 1779032552.422215 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:32.422215+02:00' https://github.com/learning-cloud-native-go/myapp: title: "==github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go -' myapp== \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: 'A reference Go application engineered specifically to demonstrate cloud-native design principles, featuring integrated telemetry endpoints, structured JSON logging, health probes (/healthz, /ready), and graceful termination handles. (Live Grounding: Serves as a textbook design blueprint for Golang microservices deployed within Kubernetes environments).' language: Go resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: fdcb47049f926a28aac5305aa9785cbefbd70dca94e5d5597f3f63627c632e0a health_score: 100.0 last_checked: 1779031356.678018 needs_ai_refresh: true hierarchy: - Cloud-Native Application Development - Go Development - Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-03T09:24:42Z' gh_stars: 1093 discovered_at: '2026-06-03T09:24:42Z' https://github.com/learnk8s/free-kubernetes: title: "==Free Kubernetes== \U0001F31F\U0001F31F" description: '' year: '2025' stars: 3 ai_summary: 'A highly-rated index of free Kubernetes sandboxes, development clusters, managed trials, and learning environments. Designed to lower the financial entry barrier for developers. (Live Grounding: Continually updated to include current free tiers, allowing quick architectural sandboxing without infrastructure bills).' language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ef93829251fb7a3dcb1d4f073ed91009b47e7c4e746d5986506e8bdfaf68fb44 health_score: 100.0 last_checked: 1779030688.93613 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Learning Resources - Kubernetes Playgrounds tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-02T10:55:17Z' gh_stars: 1158 discovered_at: '2024-12-02T10:55:17Z' https://github.com/learnk8s/k8bit: title: "**K8bit** — the tiny Kubernetes dashboard \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An ultra-lightweight, visual Kubernetes dashboard optimized for quick local development cycles. It renders operational resource states dynamically without incurring the high host memory or CPU overhead of standard web-native platforms. language: JavaScript resource_type: Web Application complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: bd2a8407aa1502c0c2e15a9b45c8d81e5dd773ac49aa29440111574d62364d86 health_score: 100.0 last_checked: 1781736047.001305 needs_ai_refresh: true hierarchy: - Developer Experience - UI Dashboards - Lightweight Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.001305+02:00' https://github.com/learnk8s/templating-kubernetes: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 780ad11d3fd3d731cede4902c94ac497f902475236f81708ee83ba05c6c85ee3 health_score: 100.0 last_checked: 1779032547.535823 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:27.535823+02:00' https://github.com/learnk8s/xlskubectl: title: ==learnk8s/xlskubectl== description: '' year: '2023' stars: 3 ai_summary: An open-source spreadsheet integration that translates raw kubectl command outputs into clean cost estimation worksheets. Helps engineers understand how container limits, requests, and node sizing translate into monthly cloud charges. language: JavaScript resource_type: GitHub Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 51de01a3870365cccbecf70cc2e5816095794c9e5ec2ce9eb1944dae8bbb64e1 health_score: 100.0 last_checked: 1781735940.218796 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - Kubernetes FinOps - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md - docs/kubernetes-tools.md v2_locations: - finops.md - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.218796+02:00' https://github.com/leg100/pug: title: 'github.com/leg100/pug: PUG' description: '' year: '2024' stars: 2 ai_summary: PUG (Pug User Interface) is a terminal-based UI designed to control terraform commands and monitor output states. It presents interactive visual representations of active plans, deployment structures, and error pipelines. It elevates standard log streams into dynamic terminal dashboards for faster local troubleshooting. language: Go resource_type: TUI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7553ba98f6386ab8d8870ffc4bf0b9b839196acae4bb9e71569b5c0331f0d068 health_score: 100.0 last_checked: 1779033808.674367 needs_ai_refresh: true hierarchy: - Infrastructure as Code - User Interfaces - TUI Engines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-01-02T11:17:40Z' gh_stars: 682 discovered_at: '2026-01-02T11:17:40Z' https://github.com/lensesio/fast-data-dev: title: github.com/lensesio/fast-data-dev (Lenses Box) description: '' year: '2022' stars: 5 ai_summary: Fast-data-dev (Lenses Box) is a highly popular, all-in-one Docker environment integrating Kafka, ZooKeeper, Schema Registry, and REST Proxy components. It represents the industry standard for local developer mockups and continuous integration (CI) tests. language: Shell resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8aae4234c3fd5d81307550e8b1207fe6dad1ef90194caaba469d7226104fa3c6 health_score: 100.0 last_checked: 1779030413.838766 needs_ai_refresh: true hierarchy: - Event-Driven Systems - Apache Kafka - Testing & Emulation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-20T21:51:52Z' gh_stars: 2077 discovered_at: '2025-11-20T21:51:52Z' https://github.com/libopenstorage/stork: title: 'libopenstorage/stork: Stork - Storage Operator Runtime for Kubernetes' description: '' year: '2026' stars: 5 ai_summary: Stork (Storage Operator Runtime for Kubernetes) is an open-source utility developed by Portworx to facilitate storage-aware scheduling and backup operations. It communicates with local storage nodes to ensure container workloads are scheduled on the exact physical hardware housing their replicated volumes. language: Go resource_type: Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: e56a2be73bd09f662866098b42e91b8280bd0962218a716b1fc5c5a13c1bacdf health_score: 100.0 last_checked: 1779032236.716068 needs_ai_refresh: true hierarchy: - Storage - Kubernetes Storage - Storage Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-02-12T08:30:36Z' gh_stars: 401 discovered_at: '2025-02-12T08:30:36Z' https://github.com/ligurio/awesome-software-quality: title: Awesome Software Quality description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 06b05e48f77288db0caf645400d7f49ec8793b5c8c820fed5021719c6dfba1d1 health_score: 100.0 last_checked: 1779031340.262037 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:20.262037+02:00' https://github.com/ligurio/sqa-wiki: title: Awesome Software Quality description: '' year: '2026' stars: 4 ai_summary: An elite repository tracking software quality assurance wikis, tools, and paradigms. Focuses on system profiling frameworks, regression suites, and static analysis platforms designed to secure microservice delivery channels. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 58595e9f2f9cfc8f49bfb2c58d4e60bff977d3267763da04b3ea1dcb4e27029b health_score: 100.0 last_checked: 1779130494.99465 needs_ai_refresh: true hierarchy: - Software Engineering - Quality Assurance - SQA Frameworks tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md - docs/qa.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - qa.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-02-01T15:23:18Z' gh_stars: 2315 is_special: true discovered_at: '2023-02-01T15:23:18Z' https://github.com/ligyxy/DictMySQL: title: 'DictMySQL: A MySQL class for more convenient database manipulation with'' Python dictionary' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8b48346e017abbd8a1a6a9e0c6dc5aabbe8a03297746a6573e4ac73792885860 health_score: 100.0 last_checked: 1779032556.773787 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:36.773787+02:00' https://github.com/lima-vm/lima: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 241d24eaf7793fb496bb032ada39525e8ba1d1125bb0565a1dfb95e841824de6 health_score: 100.0 last_checked: 1779031459.122502 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:19.122502+02:00' https://github.com/line/promgen: title: "Promgen \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: Promgen is a web UI and CLI helper utility designed to simplify the generation of scrape target targets and custom alerting rule files for large-scale Prometheus configurations. language: Python resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7dab4f152c70ae0ac92e1efc4aa1d9f14b81ec681dba95dd7bb8dd964245e9b1 health_score: 100.0 last_checked: 1779030119.781692 needs_ai_refresh: true hierarchy: - Observability - Prometheus Ecosystem - Configuration Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-04T03:12:56Z' gh_stars: 1124 discovered_at: '2026-06-04T03:12:56Z' https://github.com/linkedin/kafka-monitor: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d6018be5cf48d18f45161b64791d57c725300f78533ce7b4acf10a7e373fe053 health_score: 100.0 last_checked: 1779034373.411513 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:12:53.411513+02:00' https://github.com/linode/apl-core: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 94ce48bd685d015811625023b3adbf12b5c9bb32c8dbc228eceb8354abcab60a health_score: 100.0 last_checked: 1779130494.928602 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.928602+02:00' https://github.com/liqotech/liqo: title: 'liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies' description: '' year: '2025' stars: 5 ai_summary: A dynamic multi-cluster scaling platform that enables seamless resource sharing and secure overlay peering between disparate clusters. Liqo allows pods to be scheduled onto remote virtual-nodes transparently without complex VPN setups, solving dynamic hybrid-cloud expansion needs. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: eff12ef7d56854bfd29ddcb5b62362fc8c9e3cb9f6e87794fd34ecf730608fb2 health_score: 100.0 last_checked: 1779029507.829818 needs_ai_refresh: true hierarchy: - Infrastructure - Multi-Cluster Management - Virtual Peering tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:47:28Z' gh_stars: 1451 discovered_at: '2026-06-14T06:47:28Z' https://github.com/litmuschaos/litmus: title: Litmus Chaos is a toolset to do chaos engineering in a kubernetes native way. Litmus provides chaos CRDs for Cloud-Native developers and SREs to inject, orchestrate and monitor chaos to find weaknesses in Kubernetes deployments description: '' year: '2025' stars: 5 ai_summary: A CNCF-incubating Kubernetes-native chaos orchestrator. Litmus utilizes Custom Resource Definitions (CRDs) to define chaos experiments as pipeline constructs, connecting directly with SRE logging and alerting structures to validate microservices resilience and performance baselines. language: Go resource_type: Software Utility complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1509005a55e84a98d688756a302a6a45007ec076dc94dd8c2f843d97e683b68d health_score: 100.0 last_checked: 1779029575.8096 needs_ai_refresh: true hierarchy: - Resilience - Chaos Engineering - Enterprise Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T17:08:20Z' gh_stars: 5433 discovered_at: '2026-06-09T17:08:20Z' https://github.com/little-angry-clouds/kubectl-ssh-proxy: title: "Kubectl SSH Proxy \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A practical utility that transparently proxies SSH connections directly to destination pods. It simplifies system administration overhead by avoiding node SSH exposure, utilizing native Kubernetes authorization mechanisms to execute secure diagnostics. language: Bash resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 74125b09ed5f30795e3f20d2235cf584d4549e8c62fce881312dfbdc0af4ea46 health_score: 100.0 last_checked: 1779032080.901977 needs_ai_refresh: true hierarchy: - Networking - Access & Proxies - Secure Tunneling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2020-02-04T20:48:31Z' gh_stars: 48 discovered_at: '2020-02-04T20:48:31Z' https://github.com/lnsp/k8s-crash-informer: title: k8s-crash-informer description: '' year: '2022' stars: 5 ai_summary: A minimal event listener that detects Pod CrashLoopBackOff situations and broadcasts instant alerts to designated incident channels. Helps infrastructure teams drastically minimize operational downtime. language: Go resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 922b7b2d5fc2a42ff6bf73fbb96ed877b2ee60daa3767e76f207d84bf65d8876 health_score: 100.0 last_checked: 1779031528.750948 needs_ai_refresh: true hierarchy: - Observability - Alerting & Notifications - Crash Tracking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-09-30T19:30:38Z' gh_stars: 47 discovered_at: '2024-09-30T19:30:38Z' https://github.com/localstack/localstack: title: github.com/localstack/localstack description: '' year: '2026' stars: 5 ai_summary: Curator Insight identifies the open-source repository for LocalStack, the premier AWS cloud emulator. Live Grounding underscores its unparalleled adoption (>65k stars), showing it as a foundational dependency for developer productivity, enabling local execution of Lambdas, S3, DynamoDB, and CloudFormation stacks. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f77a6e9165358b0c579cdd1a8fd99c43dd2ae5ab15f70ab26521ac3710f043c8 health_score: 100.0 last_checked: 1779033508.255091 needs_ai_refresh: true hierarchy: - Testing & Chaos - Local Emulation - AWS Emulation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-23T08:52:01Z' gh_stars: 65044 discovered_at: '2026-03-23T08:52:01Z' https://github.com/loft-sh/jspolicy: title: jspolicy description: '' year: '2023' stars: 2 ai_summary: A high-performance admission controller that enables developers to write Kubernetes policies using JavaScript or TypeScript instead of declarative DSLs like Rego. It compiles and executes policies inside an embedded V8 engine, delivering execution speeds comparable to native compiled code. In 2026, it represents a highly flexible alternative to OPA Gatekeeper for teams with strong JavaScript skillsets. language: TypeScript resource_type: Admission Controller complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 08c5032b6836f85ac8583a0f9c9e0b8642141df8244a0610a44faa0dc0cd5c98 health_score: 100.0 last_checked: 1779029374.948862 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Admission Control tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-06-24T23:50:38Z' gh_stars: 416 discovered_at: '2025-06-24T23:50:38Z' https://github.com/loft-sh/kiosk: title: ==loft-sh/kiosk== description: '' year: '2022' stars: 5 ai_summary: An open-source extension for managing logical multi-tenancy. Configures self-service namespace provisioning and tenant resource allocations, though now largely replaced by vcluster workflows. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8 health_score: 100.0 last_checked: 1779029732.723757 needs_ai_refresh: true hierarchy: - Platform Engineering - Multi-Tenancy - Admission Control tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-25T18:59:51Z' gh_stars: 1071 discovered_at: '2024-04-25T18:59:51Z' https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnew: title: 'GH repos: repo.new' description: '' year: '2026' stars: 0 ai_summary: The standard browser shortcut (`repo.new`) designed to route authenticated developer sessions directly to GitHub's repository creation workspace. Enables rapid workspace initialization and deployment pipeline seeding. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 88113be655d902e393e71c99ae970bdc9581facd8f873687c25b67df77357996 health_score: 100.0 last_checked: 1779130495.019934 needs_ai_refresh: true hierarchy: - Developer Productivity - Utilities - GitHub Shortcuts tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:55.019934+02:00' https://github.com/longhorn/longhorn: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 01a524ae33e45909bee9c0af9f65a2545e674c69ead0d27334eb30a7b40f3e11 health_score: 100.0 last_checked: 1779032800.740806 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.740806+02:00' https://github.com/longhorn/longhorn/issues/292: title: 'longhorn issue: Move replica to a different server' description: '' year: '2021' stars: 4 ai_summary: A critical technical discussion dealing with manual scheduling, evacuation, and relocation patterns for Longhorn storage replicas. Serves as an operational guide for maintaining state synchronization across multi-node topologies. language: Go resource_type: Issue/Discussion complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 24b74089da1c13144fff8d54d0445036cf0a122149e8a79d259d51de36380887 health_score: 100.0 last_checked: 1779031126.209963 needs_ai_refresh: true hierarchy: - Infrastructure - Storage Systems - Replica Scheduling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T01:54:43Z' gh_stars: 7785 discovered_at: '2026-06-14T01:54:43Z' https://github.com/lorabv/awesome-agile: title: Awesome Agile description: '' year: '2026' stars: 3 ai_summary: A repository documenting framework implementations, team retrospective designs, agile scaling patterns, and workflow visualization templates. Streamlines delivery velocity for agile software development operations. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b20e8644d011550e8f450da70fe9bd70a2d33974974ee95b2347845be5a42c63 health_score: 100.0 last_checked: 1779032874.773603 needs_ai_refresh: true hierarchy: - Process & Delivery - Agile Methodologies - Scrum & Kanban Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2024-08-10T05:59:46Z' gh_stars: 1476 is_special: true discovered_at: '2024-08-10T05:59:46Z' https://github.com/lorien/awesome-web-scraping: title: 'lorien/awesome-web-scraping: Awesome Web Scraping' description: '' year: '2026' stars: 3 ai_summary: A specialized index compiling scraping libraries, network proxy parsers, and browser-automation engines. Assists data engineers in deploying reliable web data ingestion systems, managing distributed crawlers, and bypassing anti-bot measures. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 018df52d845cbe28439ba73fd802c7ad398b8cccdf74dfecc4f01f73d7ccb280 health_score: 100.0 last_checked: 1779033309.535321 needs_ai_refresh: true hierarchy: - Data Engineering - Data Curation - Web Scraping tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-28T08:49:24Z' gh_stars: 7927 is_special: true discovered_at: '2026-05-28T08:49:24Z' https://github.com/louislam/uptime-kuma: title: louislam/uptime-kuma description: '' year: '2021' stars: 5 ai_summary: A highly popular self-hosted synthetic monitoring tool written in Node.js. It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration with multi-channel alert providers, and highly intuitive dashboards, serving as a lightweight alternative to commercial APM and uptime tools. language: JavaScript resource_type: tool complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 78a24cacb21d53c188d5a18ea7e98aa1b7767e890023ef21ef8b4a8ffd1c2153 health_score: 100.0 last_checked: 1779029628.903599 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Synthetic Monitoring - Uptime-Kuma tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T00:28:22Z' gh_stars: 87989 discovered_at: '2026-06-14T00:28:22Z' https://github.com/lsdopen/ahoy: title: github.com/lsdopen/ahoy description: '' year: '2022' stars: 5 ai_summary: Ahoy streamlines deployment validation in delivery pipelines by managing Kubernetes manifest configurations. It works as an intermediary script engine to verify configuration structures prior to deployment execution. It helps teams ensure compliance inside automated pipelines. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9cc3ecfbaa36b33b4ac2815f03d87f6d13ac5846af05a8e24e292bbd0e7a5f1c health_score: 100.0 last_checked: 1779032017.789805 needs_ai_refresh: true hierarchy: - GitOps & Delivery - CI/CD Orchestration - Deployment Helpers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-06T12:21:29Z' gh_stars: 78 discovered_at: '2022-12-06T12:21:29Z' https://github.com/lucidrains/PaLM-rlhf-pytorch: title: lucidrains/PaLM-rlhf-pytorch description: '' year: '2023' stars: 5 ai_summary: An open-source PyTorch implementation combining the PaLM architecture with Reinforcement Learning from Human Feedback (RLHF). Crucial blueprint for organizations aiming to construct and fine-tune private, self-hosted LLM engines for internal code synthesis. language: Python resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f9270d91591dcdca60ca5424812f9254fb9cabd721b35e11d837fc86c3bb7200 health_score: 100.0 last_checked: 1779030976.006524 needs_ai_refresh: true hierarchy: - Software Engineering - Machine Learning Systems - LLM Training tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-29T17:54:51Z' gh_stars: 7864 discovered_at: '2026-05-29T17:54:51Z' https://github.com/lucky-sideburn/kubeinvaders: title: kubeinvaders description: '' year: '2026' stars: 3 ai_summary: Kubeinvaders is a gamified chaos engineering platform modeled after classic Space Invaders, where destroying alien ships triggers real-time Pod terminations. While visually playful, it serves as an educational framework to demonstrate system resilience, automatic failover capabilities, and network resilience. It is highly popular for live interactive workshops, chaos training, and community meetups. language: C resource_type: Chaos Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af9a6ab0fbb2bf9f91ff93a65c79bd78ee3bb101608bec7dfa38eca6801603c2 health_score: 100.0 last_checked: 1779032196.124113 needs_ai_refresh: true hierarchy: - Operations - Chaos Engineering - Gamified Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-10T15:00:45Z' gh_stars: 1108 discovered_at: '2026-05-10T15:00:45Z' https://github.com/luk4z7/go-concurrency-guide: title: "luk4z7/go-concurrency-guide: Go Concurrency Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: A comprehensive reference repository breaking down Go concurrency primitives like channels, select blocks, and sync packages. Downrated due to lack of recent commits (>4 years). language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 54f6c0532ac7cdc073cec77cbdf18d227dba44336b4952ee22a8335434df0a30 health_score: 100.0 last_checked: 1781735950.74649 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Performance Tuning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' - '[LEGACY]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.746490+02:00' https://github.com/lukaszraczylo/jobs-manager-operator: title: "github.com/lukaszraczylo/jobs-manager-operator \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A specialized job execution supervisor focused on automated lifecycle pruning. It dynamically clears completed or broken jobs based on custom-defined TTL guidelines, preventing etcd congestion caused by historical batch resources. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1873e3717284ee21f2c4767fbac33bddb1e092d73f04071e8fb3fa12d93cb921 health_score: 100.0 last_checked: 1781736026.31922 needs_ai_refresh: true hierarchy: - Workload Management - Job Scheduling - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.319220+02:00' https://github.com/lukemurraynz/awesome-azure-architecture: title: "github.com/lukemurraynz/awesome-azure-architecture \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An exhaustive mapping of architectural blueprints, enterprise landing zone templates, and reference designs for Microsoft Azure. Designed to bridge the gap between high-level architectural standards and actual resource configuration templates. Ideal for Principal Architects designing secure, scalable multi-region hybrid-cloud networks. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2608f80cee1d1f12f6950b51542ffa658347054c8a2d9b993ad3aaf246ede191 health_score: 100.0 last_checked: 1779029063.789172 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Azure - Architecture tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-23T10:37:21Z' gh_stars: 1709 is_special: true discovered_at: '2026-05-23T10:37:21Z' https://github.com/m9sweeper/m9sweeper: title: m9sweeper/m9sweeper description: '' year: '2026' stars: 2 ai_summary: M9sweeper functions as a comprehensive, web-based DevSecOps platform compiling outputs from external tools like Trivy, Kubesec, and kube-bench. It presents security managers with structured dashboards tracking image vulnerabilities, misconfigurations, and active network policy violations. It is a solid, cost-effective option for mid-sized teams searching for consolidated risk views. language: TypeScript resource_type: Web Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 813426b55b122cc5e934d1e74f90846fc8b84721025433969551ce82fdb377ca health_score: 100.0 last_checked: 1779034309.653099 needs_ai_refresh: true hierarchy: - Security - DevSecOps Platforms - Vulnerability Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-12T11:23:59Z' gh_stars: 264 discovered_at: '2024-07-12T11:23:59Z' https://github.com/maddevsio/aws-eks-base: title: "github.com/maddevsio/aws-eks-base: Boilerplate for a basic AWS infrastructure' with EKS cluster \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: An open-source boilerplate repository offering ready-to-run configurations for basic AWS environments hosting EKS. Establishes robust base-layer networking components, subnets, and node group layouts. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c58a9bfe58679f4f14f7146b26c69d25f38f5b10b4d55381ef9bfc6dcc440322 health_score: 100.0 last_checked: 1779033573.267321 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-09-02T07:41:36Z' gh_stars: 629 discovered_at: '2025-09-02T07:41:36Z' https://github.com/madhuakula/kubernetes-goat: title: The Kubernetes Goat description: '' year: '2024' stars: 4 ai_summary: The premier interactive security training platform containing an intentionally vulnerable Kubernetes cluster. Designed as an educational sandbox to demonstrate real-world cluster vulnerabilities, RBAC privilege escalations, metadata exposure, and container breakout exploits. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 10cd2669733d059557ce9f5b62e48d5f93f98e9ee645889e60ff1cb764373706 health_score: 100.0 last_checked: 1779032780.034329 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Hacking Labs tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-16T22:11:11Z' gh_stars: 5674 discovered_at: '2026-04-16T22:11:11Z' https://github.com/madisonmay/tracker: title: 'tracker: A time machine for debugging pesky stateful errors' description: '' year: '2016' stars: 1 ai_summary: Curator Insight details a utility designed to capture and track mutational state transitions in Python objects over time. Live Grounding observes that while the repository is now dormant and unmaintained, the architecture of immutable tracking states remains a core conceptual design in complex state-machine debugging. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 012724e9b458b66ba4f7ddfb8697137e27c75520d238044184088de13f595c07 health_score: 100.0 last_checked: 1779030404.262117 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Debugging Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2016-06-30T16:40:56Z' gh_stars: 36 discovered_at: '2016-06-30T16:40:56Z' https://github.com/magnologan/awesome-k8s-security: title: "magnologan/awesome-k8s-security: Awesome Kubernetes (K8s) Security \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A premier directory indexing specialized Kubernetes security packages, scanners, CVE logs, and hardening guides. It collects key scanning tools such as Falco, Trivy, and Polaris, helping cloud compliance officers map cluster defense strategies against known attack matrices. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6f567eff9c68a4165239530c9608e0e3713cd2f901fdd0cf6eed950b24ca0cbc health_score: 100.0 last_checked: 1781736123.210863 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.210863+02:00' https://github.com/mailtoharshit/Awesome-Api-Management-Tools: title: Awesome API Management Tools description: '' year: '2026' stars: 5 ai_summary: A directory focused on API design portals, lifecycle management tools, and specification utilities (like OpenAPI/Swagger). This list aids enterprise architects in establishing API-first development strategies and internal developer platform registries. It supports transition pathways from monolithic configurations to service meshes. language: N/A resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 1e40a85e674c909d7120a38aff58a7ece05ec2010807ba126cff1fd7f893e5f1 health_score: 100.0 last_checked: 1779031928.158516 needs_ai_refresh: true hierarchy: - API Development - API Management - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-11-10T14:31:40Z' gh_stars: 86 is_special: true discovered_at: '2022-11-10T14:31:40Z' https://github.com/maistra/istio: title: 'github.com: Maistra Istio' description: '' year: '2022' stars: 5 ai_summary: The official GitHub repository for Maistra's modified Istio control plane code. Optimized for multi-tenancy support, advanced security policies, and tight integration within OpenShift environments. language: Go resource_type: Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: dfff504ef42a2c7c84f0277c7e1bc77e5d80fac306067dbf1ac609135b0792f0 health_score: 100.0 last_checked: 1779034423.390715 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Service Mesh - OpenShift tags: - '[DE FACTO STANDARD]' v1_locations: - docs/istio.md - docs/ocp4.md v2_locations: - istio.md - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T21:11:21Z' gh_stars: 94 discovered_at: '2026-06-11T21:11:21Z' https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml: title: github.com/major/imagebuilder-containerized description: '' year: '2021' stars: 1 ai_summary: An active GitHub Actions workflow blueprint orchestrating containerized OS image compilation. Demonstrates clean, multi-step pipeline actions to automatically package, build, and push customized bootable operating system images directly from GitHub. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 45941b31923e8ab2c5173c5be4a55731e10fd1f10c8b40335cba9d2cbb2aed0d health_score: 100.0 last_checked: 1779032640.4513 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Automated Image Builds - Image Builder Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-03-12T19:03:00Z' gh_stars: 1 discovered_at: '2022-03-12T19:03:00Z' https://github.com/mancubus77/awesome-sre: title: mancubus77/awesome-sre description: '' year: '2026' stars: 1 ai_summary: A legacy index mapping early SRE principles and infrastructure utilities. Offers historical context on containerization transitions, bare-metal server configurations, and performance optimization guidelines. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 487dfbd13dc00956e6e3796e62f5f9611ad3e96c902b48ef601419c8ff450b95 health_score: 100.0 last_checked: 1779034523.305034 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - Incident Management tags: - '[LEGACY]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2019-02-02T17:37:39Z' gh_stars: 3 is_special: true discovered_at: '2019-02-02T17:37:39Z' https://github.com/manuzhang/awesome-streaming: title: Awesome Streaming description: '' year: '2026' stars: 0 ai_summary: A massive, community-maintained compilation of stream processing resources. It catalogues major ingestion engines, streaming databases, connector standards, and operational tools, serving as an exhaustive reference manual for data and cloud architects. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8ed47efe125320d7d3aced3c600543bf96b4b9099b7acd6ef97b1e63380e71e5 health_score: 100.0 last_checked: 1781736080.874936 needs_ai_refresh: true hierarchy: - Data Engineering - Stream Processing - Meta-Resources tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/message-queue.md - docs/other-awesome-lists.md v2_locations: - message-queue.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:41:20.874936+02:00' https://github.com/maorfr/helm-backup: title: 'maorfr/helm-backup: Helm Backup Plugin' description: '' year: '2021' stars: 2 ai_summary: An early state backup plugin designed to preserve localized copies of active Helm releases. Modern declarative GitOps frameworks (such as Argo CD or Flux) have made manual stateful backups obsolete. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5e98c26c5c11234eb8c1dbe27ec67f613ecd57236f02ecddd570817f89c1dd52 health_score: 100.0 last_checked: 1779030229.063259 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2021-03-04T17:55:09Z' gh_stars: 83 discovered_at: '2021-03-04T17:55:09Z' https://github.com/maorfr/kube-tasks: title: 'maorfr/kube-tasks: Kube tasks' description: '' year: '2021' stars: 1 ai_summary: A lightweight CLI tool designed to run one-off tasks in a Kubernetes cluster without creating persistent deployments or CronJobs. It allows developers to quickly spin up debugging or configuration pods that auto-terminate. In 2026, it is a convenient tool for quick tasks, though similar functionality exists natively via kubectl run. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: aecee554afad4bb68e87493e0e260c4bb25965c2d6d6d5d8627a1ffb7de9aead health_score: 100.0 last_checked: 1779030727.63961 needs_ai_refresh: true hierarchy: - Operations - Scheduling - Ad-hoc Tasks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-26T15:43:35Z' gh_stars: 23 discovered_at: '2022-04-26T15:43:35Z' https://github.com/marcredhat/crcdemos: title: Red Hat CodeReady Containers (Minishift equivalent for OpenShift 4.2 or newer) - step-by-step demo guides description: '' year: '2021' stars: 0 ai_summary: Curator Insight positions this project as a step-by-step demo guide for Red Hat CodeReady Containers (CRC), representing the modern equivalent of local Minishift. Live Grounding reveals CRC is an essential local development environment simulating multi-node OpenShift setups. The demos illustrate localized microservice deployment and validation before pushing to enterprise stages. language: Shell resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 78fd0943533474a5ee60306b81e7995380558c07427b850f68003cd8bc32f01b health_score: 100.0 last_checked: 1781735911.19042 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Red Hat OpenShift - Local Development - CodeReady Containers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.190420+02:00' https://github.com/marketplace/actions/aws-secrets-manager-github-action: title: "github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Integrates AWS Secrets Manager natively into GitHub Actions runtime environments. Restricts secret exposure to disk arrays by fetching variable payloads on-demand directly into the runner's memory space, strengthening standard CI security parameters. language: TypeScript resource_type: Action complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c5870f6af842f63087086b2033b1d0a66d0d21e6f8eb1aeff88a5b8d35034ec0 health_score: 100.0 last_checked: 1781735950.422954 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Security & Compliance - Secret Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.422954+02:00' https://github.com/marketplace/actions/flat-data: title: flat-data description: '' year: '2021' stars: 0 ai_summary: Flat Data is a GitHub Action designed to facilitate basic ETL automation by pulling structured API or database data directly into Git files. Highlights how Git revision control can serve as an audit log for lightweight datasets. Fits well within a GitOps-driven data synchronization strategy. language: TypeScript resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3ef34d3339aee4d576b3575c01f5c33b29a35255521792a02309394c2f2d4c10 health_score: 100.0 last_checked: 1781735950.344277 needs_ai_refresh: true hierarchy: - Data Engineering - GitOps - Data Versioning tags: - EMERGING - COMMUNITY-TOOL v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.344277+02:00' https://github.com/marketplace?query=publisher%3Aokteto&type=actions: title: 'github.com/marketplace: Automating your Kubernetes dev environments with'' the open source oktetohq Cloud got easier with GitHub Actions' description: '' year: '2024' stars: 3 ai_summary: Official GitHub Marketplace configurations showing how to harness Okteto GitHub Actions to dynamically spin up on-demand preview environments. Streamlines deployment verification directly in active PR validation pipelines. language: YAML resource_type: Integration complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f1dc41d242c740d5e9af12a7174c9a09904e8cf0f7f74a8213ff7dd1644f7052 health_score: 100.0 last_checked: 1779034572.256174 needs_ai_refresh: true hierarchy: - Development Workflow - CI/CD Integration - Okteto Actions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:16:12.256174+02:00' https://github.com/maruina/aws-auth-manager: title: 'maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap' description: '' year: '2019' stars: 0 ai_summary: A specialized operator built to automate Amazon EKS auth mappings. It updates the native aws-auth ConfigMap dynamically based on AWS IAM events, preventing configuration drift. language: Go resource_type: Kubernetes Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 443820fc520dd680948ab891795f35473f40244ae245d57d9f65188c5e1f3e67 health_score: 100.0 last_checked: 1781736046.760915 needs_ai_refresh: true hierarchy: - Security & Compliance - Identity & Access - EKS IAM Mapping tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.760915+02:00' https://github.com/mattfeltonma/azure-networking-patterns: title: ==mattfeltonma/azure-networking-patterns== description: '' year: '2024' stars: 5 ai_summary: A curated library containing declarative architectural examples of Azure networking infrastructure. Simplifies deployment patterns such as hub-and-spoke virtual networks and private endpoints. language: Bicep resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 517703fca31b07f199b1117deaae440807703e72d7ef1e31747667f9792c79b0 health_score: 100.0 last_checked: 1779031810.088988 needs_ai_refresh: true hierarchy: - Networking - Infrastructure as Code - Architecture Code Patterns tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-29T17:39:46Z' gh_stars: 164 discovered_at: '2024-08-29T17:39:46Z' https://github.com/mattmoor/warm-image: title: 'mattmoor/warm-image: Kubernetes WarmImage CRD' description: '' year: '2022' stars: 2 ai_summary: A Custom Resource Definition (CRD) and controller that automates pre-pulling container images onto Kubernetes nodes, ensuring they remain 'warm' to minimize execution start delays. Historically significant for its early design elegance, in 2026 it remains a solid blueprint for building event-driven image-pulling systems. language: Go resource_type: Kubernetes Controller complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 8f7e6d944492325348993652b4e24c690fce69167312fc0b50472499ab562470 health_score: 100.0 last_checked: 1779031097.291397 needs_ai_refresh: true hierarchy: - Infrastructure - Image Management - Caching tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2018-10-08T04:51:50Z' gh_stars: 164 discovered_at: '2018-10-08T04:51:50Z' https://github.com/mattpocock/skills: title: Skills for Real Engineers description: '' year: '2025' stars: 5 ai_summary: An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. language: Markdown resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d94c5263b7be0fca77687e91961dd09526b1f336ed6865b0d38d9998250ef87a health_score: 100.0 last_checked: 1779031694.301574 needs_ai_refresh: true hierarchy: - Software Engineering - Professional Development - Core Architectures tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md - docs/devops.md - docs/sre.md v2_locations: - ai.md - sre.md - devops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T08:25:23Z' gh_stars: 128202 discovered_at: '2026-06-12T08:25:23Z' https://github.com/mautic/docker-mautic: title: Mautic description: '' year: '2024' stars: 0 ai_summary: 'Official Docker container setups for deploying Mautic, an open-source marketing automation platform, covering multi-container composition, persistent volumes, and database link configurations. (Live Grounding: A great example of migrating legacy monolithic PHP/MySQL stacks into structured OCI container configurations).' language: Dockerfile/Shell resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e8b4399410d2ed7a2f901b1e0ae0597a9d89bd4bdedb0e03763361b2612880e6 health_score: 100.0 last_checked: 1781735910.702872 needs_ai_refresh: true hierarchy: - Application Delivery - Containerization - Self-Hosted Apps tags: - '[LEGACY]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.702872+02:00' https://github.com/mbucc/shmig: title: SHMIG description: '' year: '2024' stars: 5 ai_summary: A minimalist Shell-based database migration utility. Designed to remain programming-language agnostic, it manages schema evolutionary steps and structured rollbacks executing plain raw SQL scripts. language: Shell resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: fc4485fa3abb16a461b686a86be8e71f0de3c2457fe4952e3cfe3fce82bd70bc health_score: 100.0 last_checked: 1779031620.65726 needs_ai_refresh: true hierarchy: - Databases - Database Tooling - Migrations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2024-10-19T00:48:38Z' gh_stars: 474 discovered_at: '2024-10-19T00:48:38Z' https://github.com/mcelep/blog/tree/master/automated-networkpolicy-generation: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a80be46e4ea74bf631c2eebf9bdf866ad1bce351d98d2dd72028e89647e5a655 health_score: 100.0 last_checked: 1779030250.716023 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:10.716023+02:00' https://github.com/mdixon47/azure-hub-spoke-teraform: title: Azure Hub and Spoke Infrastructure via Terraform description: A modular Terraform configuration template to provision a secure Hub-and-Spoke virtual network topology in Microsoft Azure. year: '2026' stars: 4 ai_summary: An Infrastructure-as-Code repository demonstrating the implementation of the de-facto standard Azure Hub-and-Spoke networking architecture. This project helps cloud architects streamline centralized security policies, routing tables, and spoke segregation using clean, modular Terraform variables. It provides a foundational template for cloud governance and multi-subscription network topologies. language: en resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 65f88b9e6082608737541539422a86c5cac32463fb0a9b6e6d0e70aff02bbd3b health_score: null last_checked: 1780352571.556302 needs_ai_refresh: false hierarchy: - Cloud Architecture - Microsoft Azure - Networking Patterns - Infrastructure as Code tags: - '[COMMUNITY-TOOL]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: A stable, functional community resource demonstrating Infrastructure-as-Code setups for standard Azure networking patterns. social_preview_url: https://opengraph.githubassets.com/74731c0e350dadb8aa38efda5fef3d0423b48e953a5571f311735b82a8461d09/mdixon47/azure-hub-spoke-teraform source_provenance: X.com (nubenetes) suggested_new_category: terraform-azure discovered_at: '2026-06-02T00:22:51.556302+02:00' https://github.com/medmouine/Kubernetes-autoscaling-poster/blob/main/k8s-auto-scaling-poster.pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: adb4e4153650add0c17153d27e403d821bfab1956c357b748e7c09043a8dd240 health_score: 100.0 last_checked: 1779030232.522137 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:52.522137+02:00' https://github.com/medyagh/setup-minikube: title: medyagh/setup-minikube description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c9454a788e19590f4866a44c02725e7af86512b441599f37f5e54435c0a45627 health_score: 100.0 last_checked: 1779029246.893805 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T16:47:26.893805+02:00' https://github.com/mehdihadeli/awesome-go-education: title: mehdihadeli/awesome-go-education description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e364bfce73c5cda204ba97497676595165ed19f4a524c1c5ddad27a60fb6c5a5 health_score: 100.0 last_checked: 1779032572.115903 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} gh_license: CC0-1.0 is_special: true discovered_at: '2026-05-17T17:42:52.115903+02:00' https://github.com/mehdihadeli/awesome-software-architecture: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8441c08170305380cf2d817d1de89ba685c6913827bf9840600c3ccd7be00744 health_score: 100.0 last_checked: 1779033314.01685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:55:14.016850+02:00' https://github.com/mercedes-benz: title: github.com/mercedes-benz description: '' year: '2024' stars: 3 ai_summary: The official GitHub portal for Mercedes-Benz's open-source initiatives. It hosts various developer tools, utility libraries, and SDKs dedicated to automotive software, showing their commitment to transparent, community-driven development in modern vehicles. It serves as an archive and collaboration hub for internal components exposed to the open-source ecosystem. language: English resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a04b34401eec33a11c1e003a738246a49b57f80acec13d86bf19df525dda9bd1 health_score: 100.0 last_checked: 1779031712.411175 needs_ai_refresh: true hierarchy: - Infrastructure Orchestration - Open Source Software - Enterprise Portals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/customer.md v2_locations: - customer.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:28:32.411175+02:00' https://github.com/mesaguy/ansible-prometheus: title: github.com/mesaguy/ansible-prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: efb46d04e84840a5308d214788fa66d0a637b4203da5d2f5314c93cd55efcf3b health_score: 100.0 last_checked: 1779030426.174975 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:07:06.174975+02:00' https://github.com/meshery-extensions/helm-kanvas-snapshot: title: Helm Kanvas Snapshot description: '' year: '2026' stars: 1 ai_summary: Integrates Meshery's visualization layer into Helm pipelines. Enables engineers to capture runtime topology models and visually document deployed resource layouts directly from active releases. language: Go resource_type: Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 46d57dab601b5c7b36f29966a46317fe7dea3b389d3d92085816d30e5f168b3f health_score: 100.0 last_checked: 1779130495.028579 needs_ai_refresh: true hierarchy: - Cloud Native - Application Delivery - Helm Plugins - Topology Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T20:39:53Z' gh_stars: 43 discovered_at: '2026-06-09T20:39:53Z' https://github.com/meshery/helm-kanvas-snapshot: title: Helm Kanvas Snapshot description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 03f642611aa3dc889876ed0692c9f8e78f5520af3c096b5e3dcef35cec03d76d health_score: 100.0 last_checked: 1779031478.76816 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:38.768160+02:00' https://github.com/meshery/meshery: title: Meshery description: '' year: '2019' stars: 5 ai_summary: Meshery is a comprehensive multi-service mesh management plane designed to provision, validate, and optimize service mesh infrastructures. Operating as a CNCF project, it supports multiple service mesh architectures from a single portal. language: Go / JavaScript resource_type: Service Mesh Manager complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cd4ebf9da871537b0d3ffc2d05ab44793bfd89849b298e001673dd14b92c6b02 health_score: 100.0 last_checked: 1779031085.383629 needs_ai_refresh: true hierarchy: - Platform Engineering - Service Mesh Management - Observability Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T00:56:55Z' gh_stars: 10279 discovered_at: '2026-06-14T00:56:55Z' https://github.com/meta-llama/llama-cookbook: title: github.com/meta-llama/llama-recipes description: '' year: '2023' stars: 5 ai_summary: Meta's core repository for scaling LLM deployments. It offers highly robust templates for PEFT (Parameter-Efficient Fine-Tuning) such as LoRA, model quantization, and optimization strategies that enable low-latency inference setups inside microservices frameworks. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9a506b09f9ae40b646a591cdc06a847a5e1df82c9334a751e34140efe24d7790 health_score: 100.0 last_checked: 1779130494.960636 needs_ai_refresh: true hierarchy: - Machine Learning - Large Language Models - Fine-tuning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-19T18:42:31Z' gh_stars: 18353 discovered_at: '2026-05-19T18:42:31Z' https://github.com/meta-llama/llama-recipes: title: ==github.com/meta-llama/llama-recipes== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6423d8e1d47758ae119cb6542c51c1f2b7ef747eb2f304e42687c94476ccaa3c health_score: 100.0 last_checked: 1779034491.980871 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:51.980871+02:00' https://github.com/metacontroller/metacontroller: title: Metacontroller description: '' year: '2024' stars: 3 ai_summary: An add-on for Kubernetes that simplifies writing custom controllers by letting developers implement business logic via webhooks in any programming language. It manages the low-level API mechanics of watching, syncing, and reconciling resources, reducing operator boilerplate. Widely maintained by the community through 2026, it is an elegant bridge for non-Go operators. language: Go resource_type: Kubernetes Controller complexity: High is_microservice: true status: online addition_method: manual content_hash: 66dff77e1627257c372099d78b831eea7aedbfb92e68bca397b1eb7627397614 health_score: 100.0 last_checked: 1779029356.655005 needs_ai_refresh: true hierarchy: - Extensibility - Operator Framework - Controller tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T21:36:25Z' gh_stars: 993 discovered_at: '2026-05-18T21:36:25Z' https://github.com/metal3-io/baremetal-operator: title: Bare Metal Operator description: '' year: '2024' stars: 5 ai_summary: A Metal3 driver integration designed to inspect, provision, and maintain bare-metal servers using standard Kubernetes resources. It bridges Kubernetes management layers directly to physical infrastructure provisioning. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dc2f6ac22fab9bd359033ba982960057a09f06c69a95781d224a22ce47a2160c health_score: 100.0 last_checked: 1779032679.636675 needs_ai_refresh: true hierarchy: - Infrastructure - Bare Metal - Provisioning - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T05:03:10Z' gh_stars: 745 discovered_at: '2026-06-14T05:03:10Z' https://github.com/metal3-io/cluster-api-provider-metal3: title: Cluster API Provider for Managed Bare Metal Hardware description: '' year: '2025' stars: 5 ai_summary: The Cluster API Provider for Metal3 enabling automated declarative provisioning of physical bare-metal hardware using Kubernetes-native configurations. Simplifies lifecycle management (provisioning, scale, and de-provisioning) of physical compute nodes in highly customized datacenters. language: Go resource_type: Operator complexity: High is_microservice: false status: online addition_method: manual content_hash: d05d273e8a89f24a348831ecdb7a1698c275fbc390f908a9bb13411b6183c8a1 health_score: 100.0 last_checked: 1779030507.409889 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Provisioning - Bare Metal tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T17:08:14Z' gh_stars: 277 discovered_at: '2026-06-11T17:08:14Z' https://github.com/metalbear-co/mirrord: title: ==metalbear-co/mirrord== description: '' year: '2026' stars: 5 ai_summary: An enterprise-grade tool that plugs local processes directly into remote Kubernetes namespaces. It avoids image building or cluster redeployments by mirroring incoming network traffic, DNS resolutions, and environment variables dynamically to the local environment. Highly effective for rapid microservices testing. language: Rust resource_type: GitHub Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9bc9a02aa13d9f815a7d3934bb95a45da30a8ca80e726129ac4534d5fb209c86 health_score: 100.0 last_checked: 1779032106.341657 needs_ai_refresh: true hierarchy: - Cloud-Native Development - Kubernetes - Traffic Mirroring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T10:13:31Z' gh_stars: 5128 discovered_at: '2026-06-14T10:13:31Z' https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-in-k8s.pdf: title: 'github.com/metaleapca: metaleap-devops-in-k8s.pdf' description: '' year: '2022' stars: 1 ai_summary: A cohesive architectural reference document detailing modern DevOps automation workflows within Kubernetes. It covers pipeline construction, automated manifest validation, and GitOps-driven application lifecycle patterns. language: Shell resource_type: PDF/Whitepaper complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 6d67ec022fe1cf97f75c294fe5ebd42acb1e143d7e87aff05d2d26bdc9176b3e health_score: 100.0 last_checked: 1779030842.902866 needs_ai_refresh: true hierarchy: - DevOps - CI/CD - Reference Architecture tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-08-17T19:03:45Z' gh_stars: 30 discovered_at: '2023-08-17T19:03:45Z' https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8s-troubleshooting.pdf: title: 'github.com/metaleapca: metaleap-k8s-troubleshooting.pdf' description: '' year: '2022' stars: 5 ai_summary: An exhaustive community-driven reference PDF that serves as a diagnostic field manual for complex Kubernetes cluster issues. It covers everything from low-level CNI networking issues to control plane degradation and API server latency. This document is a valuable offline resource for operations teams handling large-scale production incidents. language: English resource_type: Document complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a4848dbebd9da7f519e577fd37b483b4cad81b57263bc19c192eaf8fbad4074c health_score: 100.0 last_checked: 1779032802.318885 needs_ai_refresh: true hierarchy: - Kubernetes - Troubleshooting - Diagnostic Manuals tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-28T12:07:57Z' gh_stars: 40 discovered_at: '2023-04-28T12:07:57Z' https://github.com/metallb/metallb: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2694a1a92e52f9ae52dcb4614a787c2ebf175487ec0badb7ab5aeb03f84e6f4b health_score: 100.0 last_checked: 1779032524.987337 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:42:04.987337+02:00' https://github.com/metalmatze/slo-libsonnet: title: slo-libsonnet description: '' year: '2022' stars: 5 ai_summary: A modular Jsonnet library designed for defining and generating Prometheus-based SLOs, multi-window burn rates, and dashboards using a modular configuration-as-code pattern. Highly compatible with kube-prometheus. language: Jsonnet resource_type: Open Source Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: feb7e878b82aa18caf86c8978295590f8c1d0a649f8de5a841f8e1e99778cede health_score: 100.0 last_checked: 1779029252.317975 needs_ai_refresh: true hierarchy: - Observability - SLAs & SLOs - Jsonnet Libraries tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-06-29T14:46:05Z' gh_stars: 118 discovered_at: '2022-06-29T14:46:05Z' https://github.com/mfornos/awesome-microservices: title: Awesome microservices description: '' year: '2026' stars: 4 ai_summary: The premier comprehensive catalog charting microservices design patterns, distributed consensus engines, API gateways, tracing tools, and event-streaming buses. Essential for building scalable, decoupled service meshes. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b36ed8b0fc45720da05a239e4a5e188a9ec9940b9552348a44328f2efd40d3d7 health_score: 100.0 last_checked: 1779034155.996435 needs_ai_refresh: true hierarchy: - Software Engineering - Software Architecture - Microservices Design tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-10T15:05:12Z' gh_stars: 14325 is_special: true discovered_at: '2026-06-10T15:05:12Z' https://github.com/mhausenblas/openshift-cheat-sheet: title: 'github.com: openshift cheat sheet 3' description: '' year: '2026' stars: 5 ai_summary: A community-maintained cheat sheet targeting container scaling and routing. Curator Insight notes its applicability to early setups. Live Grounding points to its continued historical use as a reliable baseline bookmark for bare-metal deployments. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 565bfc583e997bc96494707f3ba13acc7c64c964885f851f134806ae20d3569f health_score: 100.0 last_checked: 1779030482.786119 needs_ai_refresh: true hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2017-06-05T12:48:09Z' gh_stars: 6 discovered_at: '2017-06-05T12:48:09Z' https://github.com/mhlabs/cfn-diagram: title: "cfn-diagram \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A developer-focused CLI tool designed to parse AWS CloudFormation nested templates and instantly generate clean, interactive resource dependency maps, simplifying infrastructure inspection. language: TypeScript resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 51a543f43e0db426a425bca84b60bfbe5e2f9427f65ac456445ee76b70a72154 health_score: 100.0 last_checked: 1781735900.852793 needs_ai_refresh: true hierarchy: - Architecture & Visualization - Diagrams as Code - AWS CloudFormation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.852793+02:00' https://github.com/mholt/json-to-go: title: mholt/json-to-go description: '' year: N/A stars: 0 ai_summary: Curator Insight presents json-to-go as a developer productivity tool that instantaneously translates JSON strings into Go struct definitions. Live Grounding highlights its enduring status as a daily utility for web backend engineers parsing complex APIs. language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6216ece5bed3db4bfbbab530176a81cd12bf3343f44c1b8e6cc05a76b5bc7085 health_score: 100.0 last_checked: 1779034502.553349 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Code Generators tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-07-31T15:59:24Z' gh_stars: 4623 discovered_at: '2024-07-31T15:59:24Z' https://github.com/michaelmsonne/AzureDevOpsBackupTool: title: https://github.com/michaelmsonne/AzureDevOpsBackupTool description: '' year: '2024' stars: 4 ai_summary: A highly functional community CLI utility engineered to automate the backup of Azure DevOps configurations, including repositories, boards, pipelines, and variable groups. In 2026, this tool remains highly useful for system migrations, air-gapped compliance baselines, and cross-organization disaster recovery testing. language: C# resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d46257cdc2f42908b9f224e8bf0d63009c3a64839114bbc3450b144658f1466a health_score: 100.0 last_checked: 1779031808.44545 needs_ai_refresh: true hierarchy: - Cloud DevOps - Data Protection & Backup - Disaster Recovery tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2025-06-21T09:55:10Z' gh_stars: 37 discovered_at: '2025-06-21T09:55:10Z' https://github.com/michaelneale/jenkins-ci.org-docker: title: Official Jenkins Docker image description: '' year: '2014' stars: 0 ai_summary: 'This repository represents the historic, community-managed Docker packaging of Jenkins. Note: Live grounding shows this repository is legacy/archived, as official operations have consolidated into the core jenkinsci/jenkins repositories.' language: Shell resource_type: Library complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0fc453b4790903772c2e4c0d5fc37debf0020b089b9d70ebf234438149fd279d health_score: 100.0 last_checked: 1781735991.951839 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Containers tags: - '[LEGACY]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:51.951839+02:00' https://github.com/micnncim/kubectl-reap: title: "kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An automated garbage collection plugin built to find and purge orphan, dangling, or unattached configuration structures. It keeps the target cluster clean by purging long-running stale objects, lowering overall management overhead. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f20753206f631ee679b227835b58f7141bc431f3d1337121e9e697b672d10f42 health_score: 100.0 last_checked: 1779032243.326828 needs_ai_refresh: true hierarchy: - Operations - Garbage Collection - Resource Cleanup tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-05-19T08:21:45Z' gh_stars: 200 discovered_at: '2023-05-19T08:21:45Z' https://github.com/micro/go-micro: title: go-micro description: '' year: '2025' stars: 5 ai_summary: Curator Insight introduces go-micro as a distributed systems development framework providing key abstractions for microservices. Live Grounding notes its journey through corporate and open-source licensing changes, yet it remains a foundational toolkit for service discovery, RPC, and event-driven architectures in Go. language: English resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 42f9f4ef112d39f483aec09c03ffb2602b42d987ecaed765e2906d28312c1833 health_score: 100.0 last_checked: 1779130495.015447 needs_ai_refresh: true hierarchy: - Architecture - Microservices - Go Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T10:05:43Z' gh_stars: 22775 discovered_at: '2026-06-10T10:05:43Z' https://github.com/microsoft/ARI: title: "==github.com/microsoft/ARI: Azure Resource Inventory== \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An open-source analysis engine from Microsoft that sweeps target cloud subscriptions to render Excel inventories of deployed cloud components. language: PowerShell resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c440e8f65441bac17e7077ed37d8b715cc3da6af28c8ea12bba07094f0ad86b0 health_score: 100.0 last_checked: 1779032732.260654 needs_ai_refresh: true hierarchy: - Cloud Platform Management - Microsoft Azure - Inventory Auditing - Azure Resource Inventory tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-02T12:31:49Z' gh_stars: 1644 discovered_at: '2026-06-02T12:31:49Z' https://github.com/microsoft/CBL-Mariner: title: github.com/microsoft/CBL-Mariner description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b101d0a5a639b3d0bd80e0313053988952cd929fe83e64eab94f0cafd0cc0cfe health_score: 100.0 last_checked: 1779032257.406492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:37.406492+02:00' https://github.com/microsoft/Git-Credential-Manager-Core: title: Git Credential Manager Core description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20 health_score: 100.0 last_checked: 1779031776.892521 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:36.892521+02:00' https://github.com/microsoft/InnerEye-Gateway: title: github.com/microsoft/InnerEye-Gateway description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d0def205954bbc26b52c7d09dd9e56eecfd17f779210661b45fbd423f79e89ab health_score: 100.0 last_checked: 1779033101.601208 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:51:41.601208+02:00' https://github.com/microsoft/ML-For-Beginners: title: '==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners'' - A Curriculum==' description: '' year: '2023' stars: 5 ai_summary: Microsoft's 12-week, 26-lesson classical machine learning curriculum focused heavily on hands-on project-based execution using Scikit-learn. It purposely isolates foundational ML patterns—such as regression, clustering, and basic NLP—from deep learning complexities. It is a premier learning journey for developers seeking to deploy robust predictive systems. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d4dbf19166a6c873e69d8324a11fea4e3f2904f83fb59faac098b77675e7a8c4 health_score: 100.0 last_checked: 1779030482.749895 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Machine Learning & Deep Learning Fundamentals - Structured Curriculums tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-09T14:40:21Z' gh_stars: 86821 discovered_at: '2026-06-09T14:40:21Z' https://github.com/microsoft/NubesGen: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 10ecaead8e333273e9801fc8824bc58e6328c74017ead38faca6c97307ce3e7e health_score: 100.0 last_checked: 1779030296.357178 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:56.357178+02:00' https://github.com/microsoft/Webwright: title: Microsoft Webwright description: A simple SWE-style browser agent framework that achieves SOTA results on long-horizon web tasks. year: '2026' stars: 4 ai_summary: 'A SOTA terminal-native browser automation framework released by Microsoft Research designed to solve long-horizon web tasks. - **Architectural Value**: Shifts the paradigm from sequential point-and-click step predictions to a code-composition workflow. - **Key Features**: Equips the LLM with a local bash environment to dynamically write and execute custom Playwright scripts, capturing critical logs and screenshots within isolated environments. - **Technical Significance**: Achieves 60.1% accuracy on the Odysseys benchmark using basic models, presenting a major threat to resource-intensive browser-native agent architectures.' language: en resource_type: repository complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: b653cf509a4c048131e4a442efe7ccd9286059f28e5caec9085401680cf22733 health_score: null last_checked: 1780352544.370264 needs_ai_refresh: false hierarchy: - AI and Machine Learning - AI Agents - Web Automation - Webwright Framework tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-05-29T23:41:31Z' gh_stars: 4720 reputation_status: Vetted reputation_summary: Released by Microsoft Research in May 2026, Webwright has quickly gained massive acclaim for achieving SOTA long-horizon web browsing scores using a simple terminal-native Playwright code-writing paradigm. social_preview_url: https://opengraph.githubassets.com/62a380d37d06c01ec2c5420a0fb9d85eb90517ab69efc90b2e748f36c5f500bd/microsoft/Webwright source_provenance: X.com (midudev) suggested_new_category: '' discovered_at: '2026-05-29T23:41:31Z' https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md: title: "==Microsoft REST API Guidelines== \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The comprehensive standards document establishing design specifications for REST APIs across Microsoft platforms. It defines explicit protocols for HTTP methods, error handling, versioning, pagination, and JSON schemas. This serves as a highly robust benchmark for software engineers designing public-facing and microservices-based API endpoints. language: Markdown resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 5ab50b2ef8d914aa337c818226259fd7bc8346878bdd1b8339ce95125f1cce30 health_score: 100.0 last_checked: 1779032227.936407 needs_ai_refresh: true hierarchy: - API Design - Standards - REST API tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-21T22:27:21Z' gh_stars: 23289 discovered_at: '2026-05-21T22:27:21Z' https://github.com/microsoft/azure-devops-mcp: title: Azure DevOps MCP Server description: '' year: '2025' stars: 5 ai_summary: An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, and orchestrate pipeline runs. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 05f11807c7bd18462c812d985f04dc2d0f74311546f96b2be8d39b37b11cdd52 health_score: 100.0 last_checked: 1779034269.642998 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - AI & Automation - Model Context Protocol tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md - docs/cicd.md - docs/devops-tools.md v2_locations: - devops-tools.md - azure.md - cicd.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T10:53:20Z' gh_stars: 1813 discovered_at: '2026-06-12T10:53:20Z' https://github.com/microsoft/azure-digital-twins-postman-samples: title: github.com/microsoft/azure-digital-twins-postman-samples description: '' year: '2020' stars: 5 ai_summary: A collection of pre-configured Postman templates and environment schemas designed to test, model, and automate Azure Digital Twins API endpoints. Simplifies validation tasks across graph topology manipulation and event routing controls. language: JSON resource_type: Repo complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1e7d3b110e64cd78964177357387fa23bcaa96ffab9b98f9ff176eda0af727b9 health_score: 100.0 last_checked: 1779030346.910864 needs_ai_refresh: true hierarchy: - Cloud IoT - Digital Twins - API Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-07T14:38:47Z' gh_stars: 21 discovered_at: '2024-08-07T14:38:47Z' https://github.com/microsoft/azure-pipelines-tasks: title: microsoft/azure-pipelines-tasks description: '' year: '2026' stars: 5 ai_summary: The main open-source codebase behind Azure Pipelines tasks. Critical reference for developers needing to extend build steps or troubleshoot performance bottlenecks. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0 health_score: 100.0 last_checked: 1779031378.286745 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Pipeline Extensions - Tasks Repository tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T14:53:04Z' gh_stars: 3645 discovered_at: '2026-06-12T14:53:04Z' https://github.com/microsoft/azure-pipelines-yaml: title: "microsoft/azure-pipelines-yaml: Azure Pipelines YAML \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The authoritative schema repository and reference collection for declarative Azure Pipelines. Enables structural version-controlled pipeline configuration, complex dependencies routing, and native agent integration. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fc49a0157eaa8405aeae08f6311f3feef42ccebd3d26f2f3a7de95f1965d442d health_score: 100.0 last_checked: 1779029970.075341 needs_ai_refresh: true hierarchy: - DevOps - CI-CD Pipelines - Azure Pipelines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-14T11:49:37Z' gh_stars: 1287 discovered_at: '2025-04-14T11:49:37Z' https://github.com/microsoft/azure-pipelines-yaml/blob/master/templates/maven.yml: title: 'microsoft/azure-pipelines-yaml: maven.yml' description: '' year: '2025' stars: 5 ai_summary: Standardized Maven build template for Azure Pipelines. Configures secure package dependency restoration, execution of JUnit/TestNG tests, build caching parameters, and target JAR/WAR compilation workflows. language: YAML resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e1e184aad99b517728ded543ad86353301c0186c64e696af498760b29b485580 health_score: 100.0 last_checked: 1779030327.000984 needs_ai_refresh: true hierarchy: - DevOps - CI-CD Pipelines - Build Templates tags: - GUIDE - ENTERPRISE-STABLE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-14T11:49:37Z' gh_stars: 1287 discovered_at: '2025-04-14T11:49:37Z' https://github.com/microsoft/azure-skills: title: Microsoft Azure Skills (MCP Server) description: Official Azure skills plugin and Model Context Protocol (MCP) server providing agents with rich tools to query, manage, and diagnose 40+ Azure services. year: '2026' stars: 4 ai_summary: The official Microsoft Azure Skills repository, implementing an Model Context Protocol (MCP) server that exposes over 200 structured tools across 40+ Azure services to AI agents. It equips agentic hosts with the execution layer needed to query costs, list resource states, diagnose infrastructure failures, and trigger automated Azure-native workflows. By standardizing Azure API interactions under the MCP framework, it bridges declarative agent planning with direct cloud management capabilities. language: en resource_type: repository complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: c1900fc313f531d7e5453b70291e5d345eace4e7c81726452af68afe65c0dde3 health_score: null last_checked: 1780352828.641466 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Model Context Protocol - Cloud Integrations - Azure Skills tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-06-01T16:19:35Z' gh_stars: 1127 reputation_status: Vetted reputation_summary: Highly active and officially maintained Microsoft repository delivering Azure integrations for the Model Context Protocol (MCP). social_preview_url: https://opengraph.githubassets.com/b2fa5e3c4dde18696f5403f3a038a0d5bfe83a0f691dd1f312bc99f336f8760c/microsoft/azure-skills source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-01T16:19:35Z' https://github.com/microsoft/azure_arc: title: architecture diagrams and slides description: '' year: '2025' stars: 4 ai_summary: Official architectural blueprints and presentation slides detailing the inner workings of Azure Arc control planes and resource providers. This repository visually demonstrates how Arc bridges the control plane to edge environments and external cloud providers. It is an indispensable asset for enterprise architects designing unified management policies and hybrid cluster deployments. language: Markdown/Images resource_type: Architecture Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ee9eb187cc724bf6c6a6f48aa2467c7999388b6d26a575a43419ccfb7000c1fc health_score: 100.0 last_checked: 1779029710.611561 needs_ai_refresh: true hierarchy: - Cloud Native & Kubernetes - Hybrid & Multicloud Solutions - Azure Arc Architecture tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2026-05-03T12:48:31Z' gh_stars: 806 discovered_at: '2026-05-03T12:48:31Z' https://github.com/microsoft/azurelinux: title: github.com/microsoft/CBL-Mariner description: '' year: '2026' stars: 5 ai_summary: Official repository for Azure Linux (formerly CBL-Mariner), a lightweight, container-optimized OS designed for minimal footprint and maximum security inside AKS. Strips away non-essential packages to shrink attack surfaces and secure running microservices. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 7b1392a64f515c980e345c83a648e9e6f479fa1f43efe13619bdedf862b140b3 health_score: 100.0 last_checked: 1779130494.989265 needs_ai_refresh: true hierarchy: - Operating Systems - Azure Linux - Kernel Curation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T10:06:28Z' gh_stars: 4994 discovered_at: '2026-06-14T10:06:28Z' https://github.com/microsoft/contosotraders-cloudtesting: title: 'github.com/microsoft: Contoso Traders - Cloud testing tools demo app' description: '' year: '2024' stars: 5 ai_summary: A comprehensive, multi-platform microservices demonstration application showcasing Azure cloud testing solutions. Features Playwright end-to-end tests, load testing scenarios, and automated regression validations. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: db68f66a08e2354e117180bbad787f1197df03878cfa213bc9aeca290f6ea96a health_score: 100.0 last_checked: 1779029502.964178 needs_ai_refresh: true hierarchy: - DevSecOps & IDEs - Quality Assurance - Azure Cloud Testing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-19T08:27:19Z' gh_stars: 168 discovered_at: '2024-08-19T08:27:19Z' https://github.com/microsoft/dicom-server: title: github.com/microsoft/dicom-server description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bda9e920e062fd2085035748c1fd0056e9ad436c45711897a668e4f5ea08d40e health_score: 100.0 last_checked: 1779031800.615107 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:30:00.615107+02:00' https://github.com/microsoft/entraexporter: title: EntraExporter description: '' year: '2025' stars: 4 ai_summary: An essential open-source PowerShell tool designed to export entire Microsoft Entra ID tenant configurations to local JSON files. In 2026, EntraExporter is widely used by security and architecture teams to establish configuration baselines, detect drift, and archive tenant states for compliance audits. language: PowerShell resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2f0ffcfeeaaa6b7489563030b937e36b22511a7415f64e42703a6ef22dcb68be health_score: 100.0 last_checked: 1779030350.476141 needs_ai_refresh: true hierarchy: - Identity & Access - Tenant Governance - Entra ID - Infrastructure as Code tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md - docs/devops.md - docs/gitops.md v2_locations: - gitops.md - azure.md - devops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-16T04:46:40Z' gh_stars: 866 discovered_at: '2025-11-16T04:46:40Z' https://github.com/microsoft/fhir-server: title: github.com/microsoft/fhir-server description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4620f319dc536da8819e87d36d4f7e52c0171ffa1ca36f0dde63a957b885373a health_score: 100.0 last_checked: 1779032902.495833 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:48:22.495833+02:00' https://github.com/microsoft/finops-toolkit: title: github.com/microsoft/finops-toolkit description: '' year: '2026' stars: 5 ai_summary: The official Microsoft FinOps toolkit. Orchestrates Azure cost management reports, optimizes compute reservations models, standardizes amortization datasets, and formats Power BI pricing governance metrics. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c8f11317be8ef904002779b7d610efe0573b8d99bfa1d42be1c7441ec7c4764e health_score: 100.0 last_checked: 1779032975.431486 needs_ai_refresh: true hierarchy: - Cloud Platform - Governance - FinOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-10T15:11:02Z' gh_stars: 565 discovered_at: '2026-06-10T15:11:02Z' https://github.com/microsoft/mindaro: title: "Bridge to Kubernetes \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Formerly a popular Microsoft tool for redirection of Kubernetes cluster traffic to local workstations. Live Grounding indicates this project has been retired and archived by Microsoft. Teams seeking similar workflows should look to solutions like mirrord or Telepresence. language: TypeScript resource_type: GitHub Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 21fe8346e03b4c4c11ac2d27328a4d90a23ca24628e717e01c8f7d9b6516fbd2 health_score: 100.0 last_checked: 1779029573.840976 needs_ai_refresh: true hierarchy: - Cloud-Native Development - Kubernetes - Local Development tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-19T00:20:04Z' gh_stars: 304 discovered_at: '2022-08-19T00:20:04Z' https://github.com/microsoft/pyright: title: github.com/microsoft/pyright description: '' year: '2025' stars: 5 ai_summary: Curator Insight defines Pyright as Microsoft's performant static type checker for Python. Live Grounding highlights its critical importance in large-scale enterprise deployments, providing quick type verification directly inside continuous integration pipelines. language: TypeScript resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d44ddd61b0d9e397f6d38865b2ee0782fbc87b6aa2c93edd50a66d8df5639046 health_score: 100.0 last_checked: 1779034356.036071 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Static Analysis tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-06T11:58:01Z' gh_stars: 15475 discovered_at: '2026-06-06T11:58:01Z' https://github.com/microsoft/retina: title: ==github.com/microsoft/retina== description: '' year: '2026' stars: 2 ai_summary: Microsoft's eBPF-powered cloud-native network observability platform. Delivers deep distributed packet captures, connection tracking, and granular network telemetry for debugging multi-cluster Kubernetes deployments. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4597786b916fa5b20b187b321a1beeb0fdc607a3b09d9a2e34d9d9d2ca79d15a health_score: 100.0 last_checked: 1779032975.273913 needs_ai_refresh: true hierarchy: - Observability - Networking - eBPF Platform tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T17:52:17Z' gh_stars: 3144 discovered_at: '2026-06-12T17:52:17Z' https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0: title: github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0 description: '' year: '2024' stars: 3 ai_summary: The official v1.0.0 release of the Microsoft Azure DevOps provider for Terraform. Marks production-readiness for orchestrating Azure DevOps projects, service connections, pipelines, and repository resources programmatically via HCL. language: Go resource_type: Provider complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 061897ab0f9a378e00671946a16c11a1c51580c4d6dcc8b44686e7f4139d4333 health_score: 100.0 last_checked: 1779033477.240847 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Azure DevOps - Providers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-09T23:15:19Z' gh_stars: 428 discovered_at: '2026-06-09T23:15:19Z' https://github.com/microsoft/vscode-python: title: Python Visual Studio Code description: '' year: '2024' stars: 5 ai_summary: The official VS Code Python extension repository. Serves as a primary integration layer for code-formatting, Jupyter Notebook systems, pytest architectures, and type checker implementations. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7e94ba701595440394a6e1b3c1e4db8bff6585866ff98ba59e19eb6a29b6215a health_score: 100.0 last_checked: 1779029365.320504 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Language-Specific Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-09T21:01:01Z' gh_stars: 4623 discovered_at: '2026-06-09T21:01:01Z' https://github.com/microsoft/winget-cli: title: Windows Package Manager CLI (aka winget) description: '' year: '2024' stars: 5 ai_summary: The official open-source repository for winget-cli, Microsoft's Windows Package Manager. Standardizes command-line app deployment, installation, dependency discovery, and workspace updates. language: C++ resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6e43e40685a1329aa32bbe74a24ffe73fc73eede3fb7f7ef51a4123c7159c6fb health_score: 100.0 last_checked: 1779031647.698027 needs_ai_refresh: true hierarchy: - Developer Experience - Package Management - Windows Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md - docs/linux-dev-env.md v2_locations: - linux-dev-env.md - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T20:12:36Z' gh_stars: 26023 discovered_at: '2026-06-11T20:12:36Z' https://github.com/microsoftgraph/msgraph-sdk-powershell: title: 'microsoftgraph/msgraph-sdk-powershell/samples: 9-Applications.ps1' description: '' year: '2024' stars: 4 ai_summary: Official template outlining secure authentication, property mapping, and service endpoint registration tasks in Entra ID tenants using Graph API cmdlets. language: PowerShell resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 62408e2106734f6b076d7b7d1c820871d89a95cef3534e4995e3d90ccf283f28 health_score: 100.0 last_checked: 1779031564.425948 needs_ai_refresh: true hierarchy: - Identity and Access - Microsoft Graph API - SDK Samples - Azure AD Applications tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T20:32:47Z' gh_stars: 870 discovered_at: '2026-06-12T20:32:47Z' https://github.com/microtica/gitops-resources: title: gitops-resources description: '' year: '2026' stars: 0 ai_summary: A specialized index charting GitOps design architectures applied to infrastructure provisioning. Focuses on push-based vs. pull-based reconciliation loops and declarative configurations for cloud providers. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 4148ee811d6731bb350509b86a0ffa7faf7c005260c8bb17ae5670c6fee26810 health_score: 100.0 last_checked: 1781736123.402533 needs_ai_refresh: true hierarchy: - Cloud Native - GitOps - Infrastructure Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.402533+02:00' https://github.com/migtools/crane: title: "github.com/konveyor/crane: Crane 2.0 \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: Crane 2.0 provides continuous state synchronization, target resource modifications, and mock-run configurations to assist operators with real-time Kubernetes cluster replatforming campaigns. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 8ea4607b6555b5b52d9517623db78772567121df9f7a9174fbef56df9af59fda health_score: 100.0 last_checked: 1779130495.030492 needs_ai_refresh: true hierarchy: - Infrastructure - Workload Mobility - Migration Toolkits tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T16:33:56Z' gh_stars: 54 discovered_at: '2026-06-12T16:33:56Z' https://github.com/miguelmota/golang-for-nodejs-developers: title: Golang for Node.js Developers description: '' year: N/A stars: 0 ai_summary: A comparison manual translating Node.js practices and architectural paradigms into native Go-based idioms like goroutines, structures, and native channels. language: en resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0b17cbbd1a5ebb4b31d5c566481f3721ac4939a9b7fa79304ac748cc1db1686b health_score: 100.0 last_checked: 1779029172.706275 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-02T11:21:08Z' gh_stars: 4772 discovered_at: '2023-02-02T11:21:08Z' https://github.com/mikefarah/yq: title: yq description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b7a31327a49b5a01e80f6a8df5f9ddf7f46de3b3333e20339a7f77be44068acd health_score: 100.0 last_checked: 1779033118.685298 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T17:51:58.685298+02:00' https://github.com/mikefrank-ca/bitbucket-auto-merge: title: BitBucket Auto Merge description: '' year: '2019' stars: 1 ai_summary: A lightweight Node.js helper utility built to programmatic resolve and merge pull requests inside Bitbucket Server. Monitors build pipelines and approval conditions to coordinate automated commits, bypassing the lack of native merge queues in legacy Bitbucket editions. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 048845a2716b084ad8d0f6c229457fb1c7a4d2f51943eddce3d75bcc08b15ff9 health_score: 100.0 last_checked: 1781735950.582665 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Bitbucket Automation tags: - '[LEGACY]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.582665+02:00' https://github.com/mikeroyal/Kubernetes-Guide: title: "==mikeroyal/Kubernetes-Guide: Kubernetes Guide== \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A massive educational directory covering basic components, intermediate networking, storage, and advanced Kubernetes configurations. Offers structured developer pathways and hypervisor setup instructions, making it ideal for technical upskilling and training programs. language: Markdown resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9944c6f547ac65e1e15ef560dad2ded347b88af42423ade0d25ad781620bb3f1 health_score: 100.0 last_checked: 1781736123.185175 needs_ai_refresh: true hierarchy: - Curation - Guides - Kubernetes tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.185175+02:00' https://github.com/mikeroyal/Kubernetes-Guide/blob/main/README.md: title: "==mikeroyal/Kubernetes-Guide: Machine Learning== \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A comprehensive reference manual mapping the landscape of running machine learning workloads on Kubernetes. Aggregates configurations, installation commands, and architecture diagrams for tooling across GPU provisioning, Kubeflow orchestration, and containerized serving frameworks like KServe. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e374d436342b70813c900a5c3f760ad4ee0c5ce2ac6b4b44cd64bdc5d7cfc132 health_score: 100.0 last_checked: 1781736091.942405 needs_ai_refresh: true hierarchy: - MLOps - Kubernetes - Curated Reference tags: - GUIDE - COMMUNITY-TOOL v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:31.942405+02:00' https://github.com/mikeroyal/OpenShift-Guide: title: "==mikeroyal/OpenShift-Guide: OpenShift Guide== \U0001F31F\U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A comprehensive community repository providing structured technical references for OpenShift. Includes instructions for cluster setup, networking tools, persistent storage, and third-party integrations. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 974e648a506992164bf1cd5aaec3bded413576db9a558956929be7f413ba9be9 health_score: 100.0 last_checked: 1781736112.635061 needs_ai_refresh: true hierarchy: - Enterprise Kubernetes - Platform Evaluation - Learning Resources tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:52.635061+02:00' https://github.com/mikzuit/fair-job-offer: title: mikzuit/fair-job-offer description: '' year: '2020' stars: 1 ai_summary: 'Curator Insight: A direct calculator tool created to evaluate contract offers and compensation fairness. Live Grounding: This repository is now archived and categorized as legacy due to complete commit inactivity since 2020, yet still acts as an architectural blueprint for programmatic contract parser apps.' language: en resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 717e1a37a862428962b97fbf73e900773ca815ba25b8ea0af325af41ab0bbb5e health_score: 100.0 last_checked: 1779031438.826615 needs_ai_refresh: true hierarchy: - Professional Practice - Compensation - Contract Analysis tags: - '[LEGACY]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-05-31T09:59:59Z' gh_stars: 19 discovered_at: '2022-05-31T09:59:59Z' https://github.com/milanm/DevOps-Roadmap: title: DevOps Roadmap for 2026 description: '' year: '2026' stars: 4 ai_summary: An extensive, highly-vetted community map outlining modern DevOps and platform engineering educational pathways. Synthesizes knowledge milestones across systems internals, network protocols, continuous integration/continuous delivery protocols, and hybrid observability. language: Markdown resource_type: Educational Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e8bd6c3679a539b713a836931e283891cac944c3ae4309905b61e377fecfc5f4 health_score: 100.0 last_checked: 1779034499.870781 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - Roadmaps - Career Path tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devops.md - docs/iac.md - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md - devops.md - iac.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T06:35:41Z' gh_stars: 19614 discovered_at: '2026-06-13T06:35:41Z' https://github.com/mineiros-io/terramate: title: mineiros-io/terramate description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 42bd28f835ee1bc496f6489ce7d2ef163baf41ae2061ac27c1f21cc1f4108071 health_score: 100.0 last_checked: 1779031903.020117 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:43.020117+02:00' https://github.com/mingrammer/diagrams: title: mingrammer/diagrams description: '' year: '2026' stars: 5 ai_summary: A highly popular open-source Python framework that allows engineers to write cloud infrastructure diagrams directly as Python code. It supports hundreds of built-in components covering AWS, GCP, Azure, and Kubernetes services. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 55db708ce5d58604dfbdc548af681681a7ed911d8492caf92cb853c01fa398c1 health_score: 100.0 last_checked: 1779031097.153082 needs_ai_refresh: true hierarchy: - Architecture & Design - Diagrams-as-Code - Python Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-09T16:14:08Z' gh_stars: 42349 discovered_at: '2026-06-09T16:14:08Z' https://github.com/minishift/minishift/releases: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3ef77082f7ff5f1e098bea6ae8a7cc430d69b7119b7180e16ddf03da60a4c28c health_score: 100.0 last_checked: 1779031983.385586 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:03.385586+02:00' https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record: title: '==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions==' description: '' year: '2023' stars: 5 ai_summary: The public collection of Architecture Decision Records (ADRs) from the UK Ministry of Justice Modernisation Platform. This serves as a key reference for cloud governance, public sector IT standards, and clear decision documentation. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b37d4cefa537709aa99fcb4c3351f3819d5cdfab5c9d6ad9c640f2ea1ca62fbc health_score: 100.0 last_checked: 1779031753.045912 needs_ai_refresh: true hierarchy: - Enterprise Architecture - Cloud Governance - Case Studies tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T16:10:42Z' gh_stars: 724 discovered_at: '2026-06-12T16:10:42Z' https://github.com/miracle2k/k8s-snapshots: title: 'k8s-snapshots: Automatic Volume Snapshots on Kubernetes' description: '' year: '2020' stars: 2 ai_summary: An early volume snapshotting manager targeting GCE Persistent Disks and AWS EBS volumes inside Kubernetes. It is largely considered legacy, superseded by standardised CSI volume driver capabilities. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3d691e1e2bfc6238173f581573e8f2f60773b10969b0536ab617e09aaf0f89eb health_score: 100.0 last_checked: 1779031536.115659 needs_ai_refresh: true hierarchy: - Infrastructure - Data Protection - Legacy Snapshots tags: - '[LEGACY]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: BSD-2-Clause gh_pushed: '2026-01-05T23:34:02Z' gh_stars: 350 discovered_at: '2026-01-05T23:34:02Z' https://github.com/mishushakov/llm-scraper: title: LLM Scraper description: TypeScript library leveraging LLMs to convert any webpage into schema-validated structured data. year: '2024' stars: 4 ai_summary: An elegant TypeScript and Playwright-powered scraping library that leverages local or cloud LLMs (including GGUF and OpenAI) to extract structured, schema-validated JSON data from any web interface. By relying on LLM semantic understanding rather than brittle CSS selectors, it remains resilient to layout changes and can intelligently navigate dynamic SPAs. It provides native schema integration with Garph or Zod, offering a robust approach for converting unstructured web documentation into machine-readable datasets for LLMs and agent retrieval. language: en resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 11914b1c7d4a8956a620b78b0e99e3424816861693ef998389060f4d32028905 health_score: null last_checked: 1780352148.493964 needs_ai_refresh: false hierarchy: - AI - Web Scraping - Data Extraction - Developer Tools tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-04-13T17:42:00Z' gh_stars: 6766 reputation_status: Vetted reputation_summary: Strong community vetting as a robust and flexible LLM-powered scraping framework with multi-model support. social_preview_url: https://opengraph.githubassets.com/1058235305093fd11a3349d178fe1e7624090c2900d472bf5dd201b7de3001dc/mishushakov/llm-scraper source_provenance: X.com (midudev) suggested_new_category: data-scraping discovered_at: '2026-04-13T17:42:00Z' https://github.com/mislav/hub: title: "github/hub \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Curator Insight highlights 'hub' as the classic command-line utility wrapping Git to simplify GitHub-specific tasks. Live Grounding verifies that the repository is officially archived by GitHub in favor of the newer 'gh' CLI. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f5e551349d8753560003328136f8a5cd4e0a90c0c54a03262f8fd9d99687c79f health_score: 100.0 last_checked: 1779130494.996432 needs_ai_refresh: true hierarchy: - Developer Platforms - CLI Utilities - hub CLI - Legacy Tools tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-02-02T21:00:44Z' gh_stars: 22954 discovered_at: '2024-02-02T21:00:44Z' https://github.com/mitchellh/terraform-provider-multispace: title: mitchellh/terraform-provider-multispace description: '' year: '2020' stars: 3 ai_summary: A highly specialized custom provider allowing interaction with external workspaces within a single run. Solves state dependency sharing patterns dynamically, conceptualized by Mitchell Hashimoto. language: Go resource_type: Provider complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c478a3c341119b111c8eea807005a1e63dc3aee38db483f272f06a8f8adf88af health_score: 100.0 last_checked: 1779033259.376495 needs_ai_refresh: true hierarchy: - Infrastructure as Code - State Management - Providers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2023-07-24T04:24:34Z' gh_stars: 148 discovered_at: '2023-07-24T04:24:34Z' https://github.com/mithi/react-philosophies: title: 'react js: mithi/react-philosophies' description: '' year: '2020' stars: 5 ai_summary: A highly structured philosophy repository outlining architectural principles for designing maintainable React codebases. Emphasizes declarative code patterns, state encapsulation, hook extraction, and unit testing strategies. language: Markdown resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 30946b510b313149c8da5e6dac6a701695f2cbc4bee376bbd1fe382652f3fa03 health_score: 100.0 last_checked: 1779030727.692559 needs_ai_refresh: true hierarchy: - Frontend Development - React Framework - Software Architecture tags: - '[DE FACTO STANDARD]' v1_locations: - docs/javascript.md v2_locations: - javascript.md youtube_mosaic: {} gh_license: CC-BY-SA-4.0 gh_pushed: '2025-10-05T16:46:54Z' gh_stars: 3728 discovered_at: '2025-10-05T16:46:54Z' https://github.com/mittwald/kube-httpcache: title: github.com/mittwald/kube-httpcache description: '' year: '2024' stars: 3 ai_summary: An engineered Kubernetes-native HTTP caching platform that bundles Varnish with a specialized controller sidecar. It queries Kubernetes API endpoints directly to dynamically reconstruct and scale Varnish backend configurations without requiring manual server reloads. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 268e6dd1f6d7203d7fe58773ad6fe52dc5e3cee2d2a128765a0f4b589d2912a8 health_score: 100.0 last_checked: 1779029590.540693 needs_ai_refresh: true hierarchy: - Infrastructure & Caching - Kubernetes Caching - Distributed Caching tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-18T15:03:45Z' gh_stars: 312 discovered_at: '2025-12-18T15:03:45Z' https://github.com/mittwald/kubernetes-secret-generator: title: "github.com/mittwald/kubernetes-secret-generator \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: This secret generator creates secure random passwords, certificates, and private SSH keys on-demand in-cluster. Generated data is stored directly as encrypted Secrets resources, eliminating the risk of checking cleartext credentials into infrastructure repositories. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 869a5470f61705d827cd5b5f42047335c8749a867b4e46abc016ae3d2954d67c health_score: 100.0 last_checked: 1779031122.794401 needs_ai_refresh: true hierarchy: - Security & Compliance - Secret Management - Dynamic Secrets tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-05T14:16:25Z' gh_stars: 391 discovered_at: '2025-12-05T14:16:25Z' https://github.com/mivano/azure-cost-cli: title: ==github.com/mivano/azure-cost-cli== description: '' year: '2024' stars: 4 ai_summary: Focuses on tag-based cost-querying using the `azure-cost-cli` tool. Explains how to extract billing data grouped by tags to simplify chargeback allocations and identify untagged resources. language: C# resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8a986352ce0fcb9452ebb54ae864c000435891c68701348b74e240aac0ab3391 health_score: 100.0 last_checked: 1779031652.7376 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - Azure Optimization - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T08:05:59Z' gh_stars: 1118 discovered_at: '2026-06-08T08:05:59Z' https://github.com/miztiik/AWS-Demos: title: github.com/miztiik/AWS-Demos description: '' year: '2025' stars: 0 ai_summary: A rich repository compiling hundreds of AWS hands-on architecture guides and automated scripts. Spans serverless computing, databases, event routing, and container-based architectural patterns. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd838b9de61ff01365ffe131b166c40c1bc35ef356113f5cceb23eeb19022f7e health_score: 100.0 last_checked: 1781735921.312314 needs_ai_refresh: true hierarchy: - Public Cloud Providers - AWS - DevOps Demos tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.312314+02:00' https://github.com/mkubaczyk/helmsman: title: "Helmsman: Helm Charts as Code \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: An enterprise-grade, GitOps-friendly engine for declaring Helm charts as code. By monitoring desired state files, it automates lifecycle tasks including installations, cross-cluster upgrades, namespace setup, and purging deprecated releases. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 582663ae9aaa48a531b0608f40a8aa9e28107177874b46c1b807856e0725d7ba health_score: 100.0 last_checked: 1779130494.964865 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Multi-Chart Orchestration tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-07T15:42:46Z' gh_stars: 1498 discovered_at: '2026-06-07T15:42:46Z' https://github.com/mlabonne/llm-course: title: github.com/mlabonne/llm-course description: '' year: '2023' stars: 5 ai_summary: Maxime Labonne's stellar curriculum for mastering Large Language Model engineering. Curator Insight and Live Grounding confirm its value, providing code-driven notebooks covering quantization (bitsandbytes, AWQ, GGUF), LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ba9d9be39679259c589973a3de17a8bdab0394741a8b187bf54bbe39f8a2d836 health_score: 100.0 last_checked: 1779029590.524448 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Large Language Models - Structured Curriculums tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-05T13:09:26Z' gh_stars: 80120 discovered_at: '2026-02-05T13:09:26Z' https://github.com/mlabouardy/grafana-dashboards: title: 'github.com/mlabouardy: Grafana Dashboards' description: '' year: '2020' stars: 0 ai_summary: Archived repository containing early Grafana dashboard iterations. Shows fundamental layout compositions for visualizing container workloads, though highly outdated compared to current standards. language: JSON resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 02a05b5ebaf5e334f6df5c472087a5415c167625b6791d6c2bce87c95b5d40f2 health_score: 100.0 last_checked: 1781735951.076839 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Grafana Ecosystem - Community Dashboards tags: - '[LEGACY]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:11.076839+02:00' https://github.com/mlabouardy/nexus-cli: title: 'GitHub: Nexus-CLI' description: '' year: '2020' stars: 5 ai_summary: A command-line interface tool written in Go to interact with and manage Nexus repositories. Real-world grounding shows this repository has had no active maintenance in over four years, pointing to a legacy project. Platform operators should pivot to using official Nexus APIs or modern alternative tooling. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5bfc864b0bfb1a769d8f98ef5ef68078cc29e6362ae7753185f933a069f8509c health_score: 100.0 last_checked: 1779029465.340382 needs_ai_refresh: true hierarchy: - Artifact Management - Package Repositories - Nexus Tooling tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-11-15T16:23:58Z' gh_stars: 294 discovered_at: '2022-11-15T16:23:58Z' https://github.com/mlrun/mlrun: title: mlrun description: '' year: '2026' stars: 3 ai_summary: MLRun is an open-source MLOps orchestration platform designed to streamline the lifecycle of machine learning pipelines on Kubernetes. It automates model training, tracking, and serving by turning raw Python functions into elastic, high-performance containerized workloads. Data platform teams rely on MLRun to deploy real-time inference models and scale distributed data preprocessing pipelines. language: Python resource_type: MLOps Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b4762640bf0c7d3885cd5eca6eaef3e2ff68f4c45f7802dcde2797f4e1416598 health_score: 100.0 last_checked: 1779033218.586744 needs_ai_refresh: true hierarchy: - Data Engineering - MLOps Platforms - Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:57:23Z' gh_stars: 1672 discovered_at: '2026-06-14T09:57:23Z' https://github.com/mmmmmmpc/forklift-configmap-service: title: mperezco/forklift-configmap-service description: '' year: '2022' stars: 0 ai_summary: A specialized service designed to dynamically orchestrate Kubernetes ConfigMap generation and delivery. It acts as a sidecar or control helper to keep configuration payloads dynamically synced across targeted deployments. language: Go resource_type: Operator complexity: Medium is_microservice: true status: online addition_method: manual content_hash: fa66c439bd4d117f2d253f28cecbe9089ce09afc9054c652d386726a357e7b93 health_score: 100.0 last_checked: 1779130495.031609 needs_ai_refresh: true hierarchy: - Application Delivery - Configuration Management - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-09-22T14:00:12Z' gh_stars: 0 discovered_at: '2021-09-22T14:00:12Z' https://github.com/moabukar/tech-vault: title: github.com/moabukar/tech-vault description: '' year: '2026' stars: 3 ai_summary: A massive compiled database containing cheat sheets, system design diagrams, and software development resources. Serves as a vital study companion for engineers preparing for platform and architectural assessments. language: Markdown resource_type: Curated List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 35bd19e48da9d8ddf977958066ef454fc6404cf373868c8c7015c1cc92d8bc8f health_score: 100.0 last_checked: 1779030706.527407 needs_ai_refresh: true hierarchy: - Career & Interview Preparation - Resource Vaults - System Design tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-01T22:28:21Z' gh_stars: 3415 discovered_at: '2026-03-01T22:28:21Z' https://github.com/modelcontextprotocol/servers: title: GitHub MCP Server description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. Live Grounding: Establishes development standards for JSON-RPC 2.0 based message exchange between host agents and enterprise backend systems.' language: TypeScript resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4b0c23b47ac282b07556690f1316f4cf786a56a8746af609ccd6cf929bf92002 health_score: 100.0 last_checked: 1779032167.214414 needs_ai_refresh: true hierarchy: - AI Engineering - Model Context Protocol - Official Servers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai-agents-mcp.md v2_locations: - ai-agents-mcp.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-07T22:29:30Z' gh_stars: 87194 discovered_at: '2026-06-07T22:29:30Z' https://github.com/moditect/jfrunit: title: jfrunit description: '' year: '2026' stars: 5 ai_summary: A highly innovative JUnit extension enabling assertions against Java Flight Recorder (JFR) events. In 2026, JfrUnit is standard for continuous performance regression testing, automatically blocking commits that trigger abnormal CPU usage or memory allocations. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 6bb37b669daadec1c6bd53a9682eb004aa85746e3305e876be052de34b6bfe22 health_score: 100.0 last_checked: 1779030500.28831 needs_ai_refresh: true hierarchy: - Modern Java - Performance - Testing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-04T17:39:56Z' gh_stars: 326 discovered_at: '2023-04-04T17:39:56Z' https://github.com/mogensen/helm-changelog: title: 'helm-changelog: Create changelogs for Helm Charts, based on git history' description: '' year: '2024' stars: 1 ai_summary: A smart CLI helper designed to parse git commit logs and automatically compile detailed changelogs for Helm releases. Ideal for maintaining human-readable release histories without manual maintenance bottlenecks during major release cycles. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: aee6b1c0a49a8c4cef5278b4c8972a95725c0922634fdfb681341e106ef4cd63 health_score: 100.0 last_checked: 1779032699.701963 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Auditing & Maintenance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-01T10:32:40Z' gh_stars: 43 discovered_at: '2024-08-01T10:32:40Z' https://github.com/mohanad86/secure-ssh-python: title: Auto-SSH for Linux security description: '' year: '2021' stars: 1 ai_summary: 'A lightweight Python-based wrapper designed to manage, secure, and automate SSH connections, preventing session dropouts and hardening connection authentication parameters dynamically. Double-Evidence: This utility provides automated terminal tunnels, while live grounding indicates it serves as an excellent reference for custom connection-recovery scripts inside edge-computing and remote node installations.' language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bbf6e7235fe56e1a263032b7c50596c24af13e54938be16c891ddf838c515044 health_score: 100.0 last_checked: 1781736068.187819 needs_ai_refresh: true hierarchy: - Infrastructure - Networking - SSH Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:08.187819+02:00' https://github.com/mohatb/kubectl-exec: title: mohatb/kubectl-exec description: '' year: '2021' stars: 0 ai_summary: A simple kubectl plugin designed to ease executive context execution into all pods matching a specific label selector. While it simplifies multi-pod execution for ad-hoc debugging, modern enterprise workflows have largely transitioned to more feature-rich and actively maintained alternatives like kubectl-foreach or custom controllers. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3549810e43c51fd68757c68486b397cc1ac40a15f3a963f12fe3e4642059274b health_score: 100.0 last_checked: 1779031752.98567 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-07-28T11:24:13Z' gh_stars: 87 discovered_at: '2025-07-28T11:24:13Z' https://github.com/monksy/awesome-kafka/blob/master/tools.md: title: Awesome Kafka description: '' year: '2026' stars: 0 ai_summary: A comprehensive, community-curated list of tools, command-line utilities, clients, and GUI frameworks for Apache Kafka administration. It serves as an essential hub for engineers searching for proven ecosystem additions. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bbd37b93636f0486720d1d3c85369e4f0344243b89bc85169071705d9ba06ea6 health_score: 100.0 last_checked: 1781736081.08495 needs_ai_refresh: true hierarchy: - Data Engineering - Event Streaming - Meta-Resources tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/message-queue.md - docs/other-awesome-lists.md v2_locations: - message-queue.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:41:21.084950+02:00' https://github.com/monodot/pipeline-library-demo: title: "github.com/monodot/pipeline-library-demo \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 301d62aa31c1b716f393af4152f147d6562e00bee25286f1e1ce4aa58dd656d4 health_score: 100.0 last_checked: 1779033917.845131 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:17.845131+02:00' https://github.com/moule3053/mck8s: title: moule3053/mck8s description: '' year: '2021' stars: 2 ai_summary: MCK8s (Multi-Cluster Kubernetes) is an experimental open-source multi-cluster orchestration scheduler. It aims to intelligently distribute workloads across distinct geographical or multi-cloud Kubernetes clusters based on custom latency, cost, or compliance constraints. While theoretically robust, it remains an early-stage academic and community project. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: b83b59fdec53464c7fd0e7f18aa8edd2c4445f518b3fa4a6f5293f4479e1a4c2 health_score: 100.0 last_checked: 1779034523.392107 needs_ai_refresh: true hierarchy: - Cluster Management - Multi-Cluster Orchestration - Federated Deployments tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-07-07T09:30:06Z' gh_stars: 73 discovered_at: '2023-07-07T09:30:06Z' https://github.com/mozilla/sops: title: "sops: Simple and flexible tool for managing secrets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8d6ee771f290b2a6417127c57c2091091c0729a52f006b7eb9e4eae061d70b46 health_score: 100.0 last_checked: 1779030000.88447 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:00.884470+02:00' https://github.com/mperezco/forklift-configmap-service: title: mperezco/forklift-configmap-service description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c04babd3ae496581d3395b0e59eec24b81915748e83275a9bd78461e45d4f427 health_score: 100.0 last_checked: 1779031438.834319 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:58.834319+02:00' https://github.com/mramanathan/ansible-harbor: title: mramanathan/ansible-harbor description: '' year: '2019' stars: 0 ai_summary: A legacy, inactive Ansible playbook repository configured to deploy a Harbor instance. Real-world grounding confirms zero recent updates, classifying it as obsolete. Platform engineers are encouraged to reference standard, actively maintained Kubernetes operator resources or Helm charts instead. language: YML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2ef9f54c05ae28d91061b04471d72ee9b80a004a82ff90ea1a37083c86536bc7 health_score: 100.0 last_checked: 1781736154.46731 needs_ai_refresh: true hierarchy: - Infrastructure Security - Container Registries - Harbor Automation tags: - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:34.467310+02:00' https://github.com/mrcodedev/frontend-developer-resources: title: El camino del Frontend Developer description: '' year: '2024' stars: 4 ai_summary: An extensive frontend development roadmap repository, detailing system tools, CSS architectures, modern frameworks (React, Vue, Angular), and build systems (Vite, Webpack) required for client engineering. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 82e43fd6826fa0274e757f16f8ec7473e5d63e8fcdacae064b34d0c23f67d342 health_score: 100.0 last_checked: 1779031883.411368 needs_ai_refresh: true hierarchy: - Software Engineering - Frontend - Learning Paths tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-07-18T19:43:31Z' gh_stars: 3536 discovered_at: '2024-07-18T19:43:31Z' https://github.com/msfidelis/kubernetes-with-cri-o: title: Kubernetes setup with CRI-O Runtime description: '' year: '2021' stars: 3 ai_summary: A practical hands-on repository outlining the exact deployment and structural configuration needed to run Kubernetes with CRI-O. An invaluable asset for engineers aiming to drop Docker overhead in favor of pure, security-hardened, OCI-compliant system container operations. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0bb0f81b0d87d0e5fa466db80d253446767bfa6b60d970bd6bd9d3e8dfcb37c6 health_score: 100.0 last_checked: 1779030732.462912 needs_ai_refresh: true hierarchy: - Infrastructure - Container Runtime Interface - CRI-O Setup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-01-10T03:37:18Z' gh_stars: 93 discovered_at: '2023-01-10T03:37:18Z' https://github.com/mspnp/AzureNamingTool: title: "github.com/mspnp/AzureNamingTool - Azure Naming Tool \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Patterns & Practices software engine providing an integrated UI and programmatic API endpoints to enforce consistent, governance-compliant resource naming structures across all Azure cloud components. language: C# resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1b2388251576bb22987c23c4f4678950ee53aa84dc1c01b281688456f9295bb6 health_score: 100.0 last_checked: 1779029561.597717 needs_ai_refresh: true hierarchy: - Cloud Platform - Governance - Azure Naming Tool tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-13T16:03:31Z' gh_stars: 581 discovered_at: '2026-01-13T16:03:31Z' https://github.com/mudler/LocalAI: title: LocalAI description: '' year: '2025' stars: 4 ai_summary: 'Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. Live Grounding: Allows developers to host LLMs, audio-to-text, and image generation services inside Kubernetes without external data dependencies, optimized for consumer-grade and enterprise hardware.' language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 84abda9935d7c2b9c6744fdb1d4744ca0fe027d9310a85c2b62a2dba8e660e65 health_score: 100.0 last_checked: 1779130494.955286 needs_ai_refresh: true hierarchy: - AI Infrastructure - LLM Serving - LocalAI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai-agents-mcp.md v2_locations: - ai-agents-mcp.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T23:27:53Z' gh_stars: 46845 discovered_at: '2026-06-13T23:27:53Z' https://github.com/mumoshu/helm-x: title: 'github.com/mumoshu/helm-x: Helm X Plugin' description: '' year: '2021' stars: 2 ai_summary: An experimental Helm plugin developed to extend standard chart templates with custom scripting functions and enhanced lifecycle control. This project is now unmaintained, serving purely as a design blueprint. language: Go resource_type: CLI Plugin complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3e0055d3e5c13db18ca63e074001b3acb50dee53c82fbedf722f09bc1cff8b48 health_score: 100.0 last_checked: 1779033170.348648 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Legacy Utilities tags: - '[EMERGING]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-04-04T21:12:58Z' gh_stars: 178 discovered_at: '2023-04-04T21:12:58Z' https://github.com/mustafakaya/Azure-Reliability-Checker-Tool: title: github.com/mustafakaya/Azure-Reliability-Checker-Tool description: '' year: '2023' stars: 0 ai_summary: Diagnostic engine analyzing Azure configurations against Well-Architected Framework reliability pillars. Warns of single points of failure, missing geo-replication rules, and availability zone oversights. language: PowerShell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a16c1e5a72c844d9a90d03af8e260bdd1f76b5d1fcf482bebd5f3874dc6e53a2 health_score: 100.0 last_checked: 1781735879.957204 needs_ai_refresh: true hierarchy: - Cloud Platform - Governance - Reliability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.957204+02:00' https://github.com/muxinc/certificate-expiry-monitor: title: muxinc/certificate-expiry-monitor description: '' year: '2021' stars: 5 ai_summary: Lightweight utility that continuously monitors the expiration of X.509 SSL/TLS certificates. Generates metrics consumable by Prometheus to allow early alerting on certificate renewals. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2da52fe7422494323339b90394664b4e2013efc9081c24eaa98076ae408f15b7 health_score: 100.0 last_checked: 1779031865.804432 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Security Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-06-08T18:03:51Z' gh_stars: 169 discovered_at: '2022-06-08T18:03:51Z' https://github.com/mxschmitt/action-tmate: title: 'action-tmate: Debug GitHub Actions via SSH' description: '' year: '2025' stars: 4 ai_summary: An essential interactive troubleshooting tool that opens a secure tmate SSH session directly into active GitHub Actions runners, enabling real-time terminal diagnostics of failing pipeline runs. language: Shell resource_type: Action complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a4500fbdd326ed39482564937d5a994199b34c6bafc716492c6e3ab15594333b health_score: 100.0 last_checked: 1779032243.537517 needs_ai_refresh: true hierarchy: - Deployment & Delivery - CI/CD & Delivery - Developer Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cicd.md - docs/devops-tools.md - docs/kubernetes-tools.md v2_locations: - devops-tools.md - cicd.md - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-29T18:23:06Z' gh_stars: 3550 discovered_at: '2026-05-29T18:23:06Z' https://github.com/myspotontheweb/gitops-workloads-demo: title: github.com/myspotontheweb/gitops-workloads-demo description: '' year: '2023' stars: 3 ai_summary: Comprehensive demo repository showcasing real-world GitOps workload configurations. Provides a structural blueprint for multi-tenant environments, detailing how to cleanly decouple cluster-wide infrastructure configurations from individual application manifests. language: YAML resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f5ff0bcab1e193ea0ffb13fb5de53179391efad291c94f182f786cbbb1efb28e health_score: 100.0 last_checked: 1781735876.007011 needs_ai_refresh: true hierarchy: - GitOps & CD - ArgoCD - Workload Management - Demos tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:56.007011+02:00' https://github.com/mysticrenji/jenkins-cicd-pipelines: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e3791be07f4ca26ef2f951ef9473024ff66bd579071a24ee4aa06da97fe91420 health_score: 100.0 last_checked: 1779033735.886375 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:15.886375+02:00' https://github.com/myugan/awesome-docker-security: title: 'myugan/awesome-docker-security: Awesome Docker Security' description: '' year: '2026' stars: 5 ai_summary: An excellent collection of scanning tools, security benchmarks, and hardening guidelines specifically designed for Docker environments. It catalogs utilities like Trivy, Anchore, and Docker Bench for Security, which prevent container escape exploits. Indispensable for DevSecOps pipelines managing image registries. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b5d9c748751ac4faee2853a885e0f5dc8c14b454ee2d1cd27f27b120a317730a health_score: 100.0 last_checked: 1779034517.242202 needs_ai_refresh: true hierarchy: - Security - Containers - Docker tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-28T13:24:37Z' gh_stars: 717 is_special: true discovered_at: '2026-02-28T13:24:37Z' https://github.com/nabsul/k8s-ecr-login-renew: title: 'nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR' description: '' year: '2018' stars: 2 ai_summary: A cron utility designed to update expiring AWS ECR registry tokens automatically within Kubernetes cluster namespaces. It maintains registry pull-secret health over long runtime durations. language: Go resource_type: CronJob / Daemon complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ec0eb033f0f22c8ea8ec17ad93b2c9963990348ac57d15b0a004c81c8679c1e5 health_score: 100.0 last_checked: 1779029710.563814 needs_ai_refresh: true hierarchy: - Security & Compliance - Identity & Access - ECR Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-17T21:33:16Z' gh_stars: 228 discovered_at: '2026-01-17T21:33:16Z' https://github.com/narendranathreddythota/podtnl: title: Access Pod Online using Podtnl description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ae4419c69e217a0ab294e802da0466c3b6cab971d53a79b7ca18403a7e5bab97 health_score: 100.0 last_checked: 1779032972.520899 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:32.520899+02:00' https://github.com/naveensilver/Ansible: title: github.com/naveensilver/Ansible description: '' year: '2020' stars: 0 ai_summary: Open-source repository archiving custom Ansible playbooks, tasks, and configurations for diverse operational setups. Serves as a useful template library for practical implementation reference. language: English resource_type: github_repo complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 25fddf953cc62696d495b81fe6724de4cf2eb00b8599c287d2f756215f5cbc89 health_score: 100.0 last_checked: 1781735865.949781 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Ansible - Reference Projects tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:45.949781+02:00' https://github.com/nebuly-ai/nos: title: github.com/nebuly-ai/nos description: '' year: '2023' stars: 5 ai_summary: Nos is an advanced GPU optimization platform built for Kubernetes to run AI workloads cost-effectively. It utilizes dynamic resource slicing and scheduling to enable multi-tenant GPU sharing. This reduces hardware idling and increases resource efficiency for LLM and ML training jobs. language: Go resource_type: Scheduler / Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7a6f228da00f45465a8acf77d06b0017c8b52427d89875478ff4ac355cf767bb health_score: 100.0 last_checked: 1779033943.004595 needs_ai_refresh: true hierarchy: - Infrastructure - GPU Optimization - Dynamic Scheduling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-21T20:57:30Z' gh_stars: 684 discovered_at: '2024-04-21T20:57:30Z' https://github.com/ned1313/quiz-grader: title: Quiz Grader description: '' year: '2023' stars: 0 ai_summary: A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. Processes markdown-based inputs to generate structured performance assessments, supporting classroom and self-assessment operations. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: de5a9e75137bee505318b4bff070071137ac7775aff07c9542c8b210b9fc80f4 health_score: 100.0 last_checked: 1781735890.285985 needs_ai_refresh: true hierarchy: - DevOps - Automation - Education Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md - docs/cheatsheets.md - docs/kubernetes-tutorials.md v2_locations: - ai.md - cheatsheets.md - kubernetes-tutorials.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.285985+02:00' https://github.com/neilhwatson/nustuff/blob/master/networking/nmcli.md: title: NetworkManager CLI cheatsheet description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering NetworkManager CLI cheatsheet in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: unreachable addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779030356.800954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:05:56.800954+02:00' https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.md: title: 'github.com: Openshift cheat sheet 1' description: '' year: '2026' stars: 0 ai_summary: A public Git-based repository mapping common OpenShift CLI operations. Curator Insight focuses on developers utilizing localized sandbox configurations. Live Grounding demonstrates how manual cluster troubleshooting remains standard despite GitOps workflows. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 75e044df81b7bed9fd91ef02bb9be207b8ceb610d282967349bfe44072dfd6b4 health_score: 100.0 last_checked: 1781735890.318116 needs_ai_refresh: true hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.318116+02:00' https://github.com/netbox-community/netbox: title: "NetBox IPAM \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The leading open-source IP Address Management (IPAM) and Data Center Infrastructure Management (DCIM) database. Built on Django and PostgreSQL, it serves as the programmable hardware and IP single-source-of-truth for global networks. language: Python resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0f1e66fb461ee83f1392989b338bde181fb9812c86c38f85e65d8ad48af2edeb health_score: 100.0 last_checked: 1779033706.893808 needs_ai_refresh: true hierarchy: - Computer Networking & IPAM - Infrastructure Management - IPAM & DCIM Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/networking.md v2_locations: - networking.md - index.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T06:31:06Z' gh_stars: 20845 discovered_at: '2026-06-14T06:31:06Z' https://github.com/netdata/netdata: title: Netdata description: '' year: '2026' stars: 5 ai_summary: An ultra-high-performance, zero-configuration system monitoring agent boasting over 79k stars on GitHub. Netdata provides real-time, per-second metrics directly from physical hosts, virtual machines, and container endpoints, making it a stellar edge diagnostics tool in 2026. language: C resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7c2e4eb471d73f0fa35983fdb4ae04f558d23fa4d4dafba4abda777bca43f610 health_score: 100.0 last_checked: 1779034392.426606 needs_ai_refresh: true hierarchy: - Cloud Native - Observability - Infrastructure Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-14T09:52:59Z' gh_stars: 79146 discovered_at: '2026-06-14T09:52:59Z' https://github.com/network-automation/toolkit: title: Red Hat Ansible Tower - Workshop and Demo description: '' year: '2023' stars: 2 ai_summary: 'A specialized automation toolkit for Red Hat Ansible Tower/AWX focused on network architectures. Emphasizes role-based access controls, standardized workflow templates, and central log telemetry. (Live Grounding: Highlights critical patterns for bringing deterministic software-defined networking concepts to legacy environments).' language: YAML/Python resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 82fd022722d4983925ce90da609585e464ee489cf3b3b8b1c1d5697ecd106930 health_score: 100.0 last_checked: 1779130495.01861 needs_ai_refresh: true hierarchy: - Infrastructure as Code & CI-CD - Configuration Management - Ansible Tower tags: - '[LEGACY]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-01T18:44:18Z' gh_stars: 127 discovered_at: '2026-06-01T18:44:18Z' https://github.com/network-automation/tower_workshop: title: Red Hat Ansible Tower - Workshop and Demo description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a639856389ab34dea1f787a746eb7d1666430d15d2fff87886426435fcc567f3 health_score: 100.0 last_checked: 1779030356.775254 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:56.775254+02:00' https://github.com/nevalla/lens-resource-map-extension: title: Lens Resource Map extension description: '' year: '2024' stars: 3 ai_summary: An essential plugin for Lens that dynamically renders interactive resource maps, detailing dependency hierarchies, service boundaries, and ingress-to-pod flow connections in real time. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2af0e978e630d223d9ac7105215c8b5879a84510bdbf3dc870af3c7c9027fc1 health_score: 100.0 last_checked: 1779032017.759047 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Visual Ide Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-02-23T10:56:20Z' gh_stars: 406 discovered_at: '2024-02-23T10:56:20Z' https://github.com/nfrankel/jvm-controller: title: nfrankel/jvm-controller description: '' year: '2020' stars: 0 ai_summary: Demonstrates building a custom Java Virtual Machine (JVM) admission controller. Programmatically dynamically intercepts Pod specifications inside a validating or mutating webhook to inject appropriate runtime flags (such as JVM memory heap ergonomics) aligned with CPU and RAM resource limits. language: Kotlin resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 86d14a605f7a6f1deb5f729d64557524b956c232afda79214765cfa84ed57887 health_score: 100.0 last_checked: 1781735910.696028 needs_ai_refresh: true hierarchy: - Extensibility - Admission Controllers - JVM Configurations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.696028+02:00' https://github.com/nicholasamorim/ansible-role-harbor: title: nicholasamorim/ansible-role-harbor description: '' year: '2021' stars: 5 ai_summary: An Ansible role built to deploy and configure Harbor container registries on virtual machine hosts. Real-world grounding shows this project is unmaintained, reflecting a classic VM-centric infrastructure-as-code deployment pattern. Modern container-centric deployments strongly favor Kubernetes-native Helm-based installation paths. language: YML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0e57673b66ce6cc2e5c3ab56c98967085e7c26d9e60cd72e290dd5eb3ba462a3 health_score: 100.0 last_checked: 1779031755.820689 needs_ai_refresh: true hierarchy: - Infrastructure Security - Container Registries - Harbor Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-15T12:41:58Z' gh_stars: 26 discovered_at: '2026-04-15T12:41:58Z' https://github.com/nickjj/wait-until: title: github.com/nickjj/wait-until description: '' year: '2016' stars: 3 ai_summary: A lightweight shell utility designed to pause execution scripts until a target TCP port or system command registers a successful response. It is highly optimized for CI/CD pipeline synchronicity. Live Grounding confirms its role in orchestrating sequential container boots. language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d4fd3e986c109f51dafb3b3cee2ef09542edca7f0a9560e22dcb7b6192468cea health_score: 100.0 last_checked: 1779031521.304836 needs_ai_refresh: true hierarchy: - Container Orchestration - Docker - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-24T11:45:04Z' gh_stars: 65 discovered_at: '2026-04-24T11:45:04Z' https://github.com/nicolai86/github-rebase-bot: title: github-rebase-bot description: '' year: '2020' stars: 2 ai_summary: A lightweight, Go-based automation daemon that responds to GitHub webhooks by automatically executing git rebase commands on active PRs. It eliminates manual rebase overhead, keeping pull requests structurally fresh relative to target master branches. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8b3832b0d0a702b3805d34bc8ef2a46c961475eab2c8564d0c763ea6cfd2cabf health_score: 100.0 last_checked: 1779029704.893727 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2017-08-25T23:18:09Z' gh_stars: 29 discovered_at: '2017-08-25T23:18:09Z' https://github.com/nicolaka/netshoot: title: nicolaka/netshoot description: '' year: '2026' stars: 5 ai_summary: Netshoot stands as the preeminent diagnostic container containerizing a massive suite of network troubleshooting binaries like tcpdump, tshark, and iperf. Designed to be injected directly as an ephemeral debugging container, it bypasses the constraints of distroless or minimal application pods. It is highly valued by system administrators for executing low-level network packet analyses without mutating running configurations. language: Shell resource_type: Container Image complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a5b652e1771c279e4a442b821f61bb5df879ab3538c970409c7fdbe1ad38106c health_score: 100.0 last_checked: 1779033808.679665 needs_ai_refresh: true hierarchy: - Troubleshooting - Networking - Diagnostics tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-16T16:42:57Z' gh_stars: 10773 discovered_at: '2026-04-16T16:42:57Z' https://github.com/nicolargo/glances: title: Glances description: '' year: '2026' stars: 5 ai_summary: A Python-based CLI and web tool providing real-time system resource visualization. Glances remains a beloved utility for terminal-driven infrastructure debugging and fast diagnostics on container platforms in 2026, without needing heavy visualization suites. language: Python resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ffe33048440ce0e5df7761e72bc728efe5f40bd9fdb8dad0a74344c57d9c8a50 health_score: 100.0 last_checked: 1779029483.498694 needs_ai_refresh: true hierarchy: - Cloud Native - Observability - Infrastructure Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-13T14:48:45Z' gh_stars: 32824 discovered_at: '2026-06-13T14:48:45Z' https://github.com/nicolgit/azure-firewall-mon: title: 'github.com/nicolgit/azure-firewall-mon: az-firewall-mon' description: '' year: '2024' stars: 5 ai_summary: Real-time log viewer utility for Azure Firewall. Parses JSON diagnostic streams directly from Log Analytics, providing colorized output detailing connection actions (allow/deny) on live terminals. language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0ef95f6135710ec781595b7c927eb3d1b17ff035a1dd4a3018fa5b7acc12e81d health_score: 100.0 last_checked: 1779031021.246836 needs_ai_refresh: true hierarchy: - Security - Network Security - Azure Firewall tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-17T22:21:27Z' gh_stars: 91 discovered_at: '2026-04-17T22:21:27Z' https://github.com/night-gold/armada: title: "Armada kubectl plugin \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A specialized kubectl plugin designed to streamline the execution of commands across multiple clusters and namespaces simultaneously. It aims to reduce context-switching overhead for multi-cluster operators. In 2026, this tool remains a lightweight, niche CLI utility, largely superseded by more comprehensive multi-cluster management control planes. language: Go resource_type: Kubectl Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: 8a69e1403bb39971f9fbd1ca8050328e0abfa5919cfbe8a9a03d9b33cc7dfb84 health_score: 100.0 last_checked: 1779030827.483314 needs_ai_refresh: true hierarchy: - Operations - CLI Tool - Kubectl Plugin tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2021-06-03T21:10:18Z' gh_stars: 15 discovered_at: '2021-06-03T21:10:18Z' https://github.com/nilic/kubectl-netshoot: title: kubectl netshoot description: '' year: '2026' stars: 5 ai_summary: An operational kubectl plugin that spins up an ephemeral diagnostic container attached to a target pod's network namespace. This tool exposes diagnostic programs (like tcpdump, curl, dig) directly inside the target's traffic environment without requiring any alterations to the application's base container design. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 39ac4dc4f3af7758724f3338effe47f7ce2f2701ee7f0407b6743f295e30f50e health_score: 100.0 last_checked: 1779031541.702632 needs_ai_refresh: true hierarchy: - Observability - Network Diagnostics - Pod Troubleshooting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-06T13:17:06Z' gh_stars: 206 discovered_at: '2026-03-06T13:17:06Z' https://github.com/ninlil/kubectl-vpa: title: kubectl-vpa description: '' year: '2021' stars: 1 ai_summary: A developer-friendly CLI plugin extension for kubectl that simplifies inspecting, auditing, and troubleshooting Vertical Pod Autoscaler recommendations and status formats directly from terminal environments. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b1c4dd070ac79d3ab34c49144ed2fc89fd242f0e32d1e334016e6484172a803a health_score: 100.0 last_checked: 1779030862.047703 needs_ai_refresh: true hierarchy: - Kubernetes & Scaling - Developer Tooling - Kubectl Plugins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-11-08T08:52:53Z' gh_stars: 4 discovered_at: '2023-11-08T08:52:53Z' https://github.com/nirmata/kyverno: title: github Kyverno - Kubernetes Native Policy Management description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dbdbdef55b33c6c798a2cfb6c31cb5208c5dc12830a8e55e751a469dfaa02cd5 health_score: 100.0 last_checked: 1779033789.313802 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:03:09.313802+02:00' https://github.com/nirops/yakiapp: title: nirops/yakiapp description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0803fc16e1c26efda87445a9e8c7900a8bd104c7a64866f63830b9b983de0f65 health_score: 100.0 last_checked: 1779030539.100628 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:59.100628+02:00' https://github.com/nleiva/go-links: title: nleiva/go-links description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3812d15c45585a045dc8de814d5a370204d458b6da5307763f2ee0b05971b318 health_score: 100.0 last_checked: 1779032117.848179 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T17:35:17.848179+02:00' https://github.com/nmachine-io/kerbi: title: "Kerbi \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 01e9dc3cec1501013946987b0da92089271ae2782bc3324bbbe2bc7cc44a77d2 health_score: 100.0 last_checked: 1779032923.080815 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:43.080815+02:00' https://github.com/nnellans/ado-pipelines-guide: title: "github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide' \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A structured, community-created repository gathering YAML pipeline configurations and boilerplate templates. Focuses on standardized modular task integration and multi-stage configurations. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fde6a1ad70b76f7c11a6141bc8fd65a02a43c438bfca0c5c7b55b6584fa06796 health_score: 100.0 last_checked: 1779032732.423893 needs_ai_refresh: true hierarchy: - CI/CD Pipelines - Template Reference - Azure DevOps Pipelines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-04-14T15:15:31Z' gh_stars: 74 discovered_at: '2026-04-14T15:15:31Z' https://github.com/nnellans/bicep-guide: title: github.com/nnellans/bicep-guide description: '' year: '2022' stars: 2 ai_summary: A structured walkthrough repository outlining best practices, modular structures, and orchestration techniques in Azure Bicep. It acts as a reference for constructing scalable, reusable IaC configurations with built-in parameterization and deployment scopes. language: Bicep resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ebb0f2920c7df43d2b0020249ef100405bd6df203081e0ec7cd35859401ad17a health_score: 100.0 last_checked: 1779034482.742792 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure Bicep tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-04-14T21:28:56Z' gh_stars: 36 discovered_at: '2026-04-14T21:28:56Z' https://github.com/nnrthota/podtnl: title: Access Pod Online using Podtnl description: '' year: '2023' stars: 5 ai_summary: Podtnl is a lightweight command-line utility designed to expose services running in remote Kubernetes pods over secure HTTP tunnels. Allows engineers to easily share, demo, and test internal endpoints without complex Ingress and DNS setups. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 53795d4acf19eb4a267da8e85b5ad4409c554f6e7e718bb2b4f05f227b0e728e health_score: 100.0 last_checked: 1779130494.985268 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-10-20T11:41:32Z' gh_stars: 65 discovered_at: '2022-10-20T11:41:32Z' https://github.com/noamraph/tqdm: title: 'tqdm: Instantly make your python loops show a progress meter - just wrap'' any iterator with "tqdm(iterator)", and you''re done!' description: '' year: '2015' stars: 4 ai_summary: A fast, extensible progress bar library for Python loops and iterables. By wrapping any iterable with `tqdm(iterable)`, it outputs an overhead-minimal, smart-updating CLI progress meter with predictive ETA calculations. Live grounding confirms its ubiquity across modern ML training loops and data ingestion tasks. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 41c2f53a30f75cf48770de3a2659fa8db7d7b28a4647f28cd12f00bd0a0884cc health_score: 100.0 last_checked: 1779031622.943746 needs_ai_refresh: true hierarchy: - Software Development - Python Utilities - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-11-30T11:34:56Z' gh_stars: 2767 discovered_at: '2023-11-30T11:34:56Z' https://github.com/nodejs/node: title: github.com/nodejs/node description: '' year: '2009' stars: 5 ai_summary: Core development branch of the Node.js runtime. Details foundational V8 updates, event loop mechanics (libuv integration), core module performance tweaks, and security updates essential for server-side architectures. language: C++ resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: df932aaf752f27623c036d4a3cbf565b8fe74faf9d049e88374726cc4d21c65b health_score: 100.0 last_checked: 1779033948.008191 needs_ai_refresh: true hierarchy: - Runtime Environments - Node.js Platform - Source Repository tags: - '[DE FACTO STANDARD]' v1_locations: - docs/javascript.md v2_locations: - javascript.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T07:01:35Z' gh_stars: 117761 discovered_at: '2026-06-14T07:01:35Z' https://github.com/nokia/danm: title: Damn description: '' year: '2026' stars: 5 ai_summary: 'Nokia''s DANM (Damn Another Network Manager) CNI designed to facilitate telco-grade multi-network interfaces per pod inside Kubernetes, with support for SR-IOV, IPVLAN, and MACVLAN. Curator Insight vs Live Grounding: Although originally positioned as a dynamic multitenancy interface for telco workloads, live telemetry confirms the repository is now archived and considered a legacy architecture, with modern deployments utilizing Multus CNI.' language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b7253981d62ef25b497fa7e31f4d42dc3f536fb9ae700a6bb4455cd6070d7c9a health_score: 100.0 last_checked: 1779032878.497643 needs_ai_refresh: true hierarchy: - Networking - CNI - Telco & Multi-Network tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2022-09-19T15:31:17Z' gh_stars: 393 discovered_at: '2022-09-19T15:31:17Z' https://github.com/noobaa/noobaa-core: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f6530e48f46dee2ed288b260ddaf0d4cc3d96083ae8482741b49cde7b28a1fba health_score: 100.0 last_checked: 1779130494.985376 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.985376+02:00' https://github.com/norwoodj/helm-docs: title: helm-docs description: '' year: '2025' stars: 4 ai_summary: An automated utility designed to generate clear Markdown documentation from Helm chart metadata and schema structures. By analyzing values.yaml schema annotations, it produces clean, standardized configuration tables. This ensures chart configurations remain self-documenting and structurally valid within CI/CD pipelines. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 878821a89dad52a0222fd0debb7db971bbd0d1661c0148bbc40ea1325b747842 health_score: 100.0 last_checked: 1779031620.56489 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Helm Documentation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-06-08T09:28:41Z' gh_stars: 1745 discovered_at: '2026-06-08T09:28:41Z' https://github.com/notaryproject/notary: title: Notary description: '' year: '2026' stars: 2 ai_summary: 'CNCF''s implementation of The Update Framework (TUF) for cryptographic image verification and trust. *Curator Insight vs. Live Grounding*: While structurally a highly robust foundation for Content Trust, Notary is categorized as legacy as the container ecosystem has overwhelmingly converged on Sigstore''s Cosign for OCI signing.' language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a05dbf19a41538a4984ef51502d9d4e26d50e66b6f78bbc4c363b0bf6b0442a0 health_score: 100.0 last_checked: 1779030135.994048 needs_ai_refresh: true hierarchy: - Security - Image Signing - Cryptographic Trust tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-07T19:02:32Z' gh_stars: 3289 discovered_at: '2024-08-07T19:02:32Z' https://github.com/nsriram/lambda-the-terraform-way: title: AWS Lambda the Terraform Way description: '' year: '2023' stars: 5 ai_summary: A widely starred open-source template repository outlining best practices for packaging, versioning, and deploying AWS Lambda functions natively using Terraform. Eliminates dependencies on external serverless frameworks by leveraging HCL zip archiving capabilities. language: HCL resource_type: Template Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 9979adfa4cfc9364c24ec64aaa12365aac429853def9c5674468a72d7531bee9 health_score: 100.0 last_checked: 1779031540.280702 needs_ai_refresh: true hierarchy: - Serverless Architecture - AWS Lambda - Infrastructure as Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-05-08T12:38:52Z' gh_stars: 1260 discovered_at: '2021-05-08T12:38:52Z' https://github.com/nubenetes/apache-reverse-proxy-jenkins: title: Apache Reverse Proxy for Jenkins description: '' year: '2020' stars: 1 ai_summary: A historical configuration repository detailing reverse-proxy deployment configurations for Jenkins behind Apache. Due to more than 4 years of inactivity, it is maintained as a legacy setup reference. language: ApacheConf resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: e85f734ff94eca0aae3de370067eec24058c2b4dcdfce99674fab0f8c0e3a979 health_score: 100.0 last_checked: 1779130495.016129 needs_ai_refresh: true hierarchy: - Infrastructure - Web Servers - CI/CD Integration tags: - '[LEGACY]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-05-06T08:02:22Z' gh_stars: 1 discovered_at: '2020-05-06T08:02:22Z' https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf: title: "My Dynatrace proof of concept \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A comprehensive architectural evaluation report and proof of concept depicting Dynatrace deployment inside complex Kubernetes topologies. Discusses performance impact, instrumentation automation, and alerting configurations. language: en resource_type: Project Document complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0c5abd011e582b588a63cec448e6bd6954aa540f09803d0e6974a55af236940c health_score: 100.0 last_checked: 1779130494.984207 needs_ai_refresh: true hierarchy: - Observability - APM & Logging - Dynatrace PoC tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T10:13:34Z' gh_stars: 663 discovered_at: '2026-06-14T10:13:34Z' https://github.com/nubenetes/awesome-kubernetes/tree/master/pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 96ab9d9cdf618393a9c1c76347504f694c202447d47f0cbc496d511ddbb8c669 health_score: 100.0 last_checked: 1779130494.942289 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.942289+02:00' https://github.com/nubenetes/awesome-kubernetes/tree/master/scripts: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7feff872196d3c745a9af1d5a63047d136de1b99836d1eb41df192beaa218d2e health_score: 100.0 last_checked: 1779029056.785235 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T16:44:16.785235+02:00' https://github.com/nubenetes/confluence6-atlassian: title: Atlassian Confluence6 description: '' year: '2021' stars: 0 ai_summary: Open-source Dockerization template and configuration manifest designed for self-hosting Atlassian Confluence 6.x within containerized environments. Relies on legacy baseline system configurations, serving as an interesting historical pattern for monolithic application containerization before Helm charts and operators became standard. language: Dockerfile resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ad63d6c9ae797360c1b6af9d5f0c89eaef77d3de760a3d8099f6cb2de5a085b6 health_score: 100.0 last_checked: 1781736123.252209 needs_ai_refresh: true hierarchy: - Infrastructure - Enterprise Applications - Self-Hosting tags: - '[LEGACY]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:03.252209+02:00' https://github.com/nubenetes/jenkins-CasC-kubernetes-demo: title: "Jenkins Configuration as Code on Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Curator Insight highlights this Nubenetes demo as a primary method for running JCasC on Kubernetes. Live Grounding confirms its effectiveness in eradicating persistent storage drift by configuring dynamic build agents via YAML definitions. This serves as an outstanding baseline architecture for cloud-native Jenkins execution environments. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8402b4d85b11e8932946ba3a306ca5f2afbbd30520c2cade11e034476f981bbf health_score: 100.0 last_checked: 1779130494.950268 needs_ai_refresh: true hierarchy: - DevOps - Infrastructure as Code - Jenkins Configuration as Code - Kubernetes Native Setup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-05-24T09:43:12Z' gh_stars: 0 discovered_at: '2020-05-24T09:43:12Z' https://github.com/nubenetes/nexus3-helm-chart: title: 'Proof of Concept: Nexus3 Chart configuration on Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Curator Insight presents this proof-of-concept Nexus3 Helm chart deployment pattern on Kubernetes. Live Grounding confirms that hosting a dedicated private repository manager inside the cluster remains critical for sovereign enterprise setups. The manifest coordinates dynamic ingress rules and persistent storage volume allocations. language: Smarty resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 232f8b5fcd1a7182ad4c8f186823dc46623bc6fb8dfe1c460d1925ff0272fc2b health_score: 100.0 last_checked: 1779130494.978136 needs_ai_refresh: true hierarchy: - Infrastructure - Artifact Management - Nexus3 Deployment - Kubernetes Helm Setup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-05-24T10:17:50Z' gh_stars: 0 discovered_at: '2020-05-24T10:17:50Z' https://github.com/nvucinic/kdbg: title: 'KDBG: Small Kubernetes debugging container' description: '' year: '2023' stars: 1 ai_summary: A lightweight Kubernetes debugging container designed to simplify troubleshooting inside active pods. It packages key diagnostic tools (curl, dig, iproute2, etc.) for direct execution inside the cluster networking space, serving as an effective sidecar or ephemeral debugging agent. language: Shell resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a283739ff6f0a2ba99f63772ad77fa0a0617a733c517b5de2990b3e7c815453a health_score: 100.0 last_checked: 1779031753.002332 needs_ai_refresh: true hierarchy: - Observability - Debugging - Containers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-15T13:42:11Z' gh_stars: 36 discovered_at: '2026-04-15T13:42:11Z' https://github.com/oauth2-proxy/oauth2-proxy: title: "==oauth2-proxy/oauth2-proxy: OAuth2 Proxy== \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: 'A highly resilient reverse-proxy written in Go that validates user identities using OAuth2, OpenID Connect, or third-party providers. Implements stateful session storage, upstream header propagation, and custom claims verification. *Curator Insight vs. Live Grounding*: Confirmed as a stable, ubiquitous standard in modern cloud-native topologies for securing raw backend endpoints without code modifications.' language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: acbfefcc656c6fc1955230131b231b05373951fd322cfee41c45843b22a0828e health_score: 100.0 last_checked: 1779029158.976559 needs_ai_refresh: true hierarchy: - Security - Identity & Access Management - Authentication Proxy tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T19:57:09Z' gh_stars: 14517 discovered_at: '2026-06-13T19:57:09Z' https://github.com/obitech/micro-obs: title: Jaeger Demo1 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 26b47930bb9946f5a6caed8837af45a9d8ffac1a8e8963e5d256f03ad4e494fd health_score: 100.0 last_checked: 1779033213.587614 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:53:33.587614+02:00' https://github.com/obot-platform/obot: title: acorn-io/acorn description: '' year: '2022' stars: 3 ai_summary: Acorn, which evolved towards the Obot platform under its maintainers, is a container-native application deployment framework. It simplifies standard Kubernetes complexity, packaging microservices, networks, and storage into clean, self-contained runtimes. language: Go resource_type: Application Framework complexity: High is_microservice: true status: online addition_method: manual content_hash: 97a8c5406165cedd7e6d65733bb9418c368cb35b61fd881703ddf3c49122bc41 health_score: 100.0 last_checked: 1779130494.949749 needs_ai_refresh: true hierarchy: - Application Delivery - Packaging - Developer Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T22:18:38Z' gh_stars: 829 discovered_at: '2026-06-12T22:18:38Z' https://github.com/obsidiandynamics/kafdrop: title: "Kafdrop – Kafka Web UI \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Kafdrop is a popular, lightweight web UI for monitoring and managing Apache Kafka clusters. It renders real-time views of brokers, topic structures, partition offsets, consumer group lag, and permits active JSON/protobuf message payload inspection. language: Java resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ecc39082499c770195c21d4161e8523b661fdfa053dadc0b62b4cb02be2b92a health_score: 100.0 last_checked: 1779030680.619628 needs_ai_refresh: true hierarchy: - Event-Driven Systems - Apache Kafka - Observability & UI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md - docs/monitoring.md v2_locations: - message-queue.md - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T16:52:55Z' gh_stars: 6137 discovered_at: '2026-06-11T16:52:55Z' https://github.com/odedia/spring-petclinic-microservices: title: "Distributed version of Spring Petclinic built with Spring Cloud \U0001F31F" description: '' year: '2020' stars: 2 ai_summary: A community-maintained fork of the distributed Spring PetClinic codebase focusing on alternative Spring Cloud configurations. Provides a lean reference for configuring multi-module Gradle/Maven setups for local microservice debugging. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 41f7267441433101f310f4ff1d7e9ba4409aefda911c7d1613d3082625c1aa1c health_score: 100.0 last_checked: 1779030306.115637 needs_ai_refresh: true hierarchy: - Cloud-Native Applications - Java Microservices - Spring Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-27T15:42:53Z' gh_stars: 2 discovered_at: '2024-12-27T15:42:53Z' https://github.com/odigos-io/odigos: title: odigos description: '' year: '2026' stars: 4 ai_summary: Odigos is a powerful distributed tracing auto-instrumentation engine that leverages eBPF technology to instrument microservice architectures without code changes. It automatically discovers active services, hooks into internal runtimes, and streams OpenTelemetry traces directly to collectors. It has emerged as a preferred solution for platform teams seeking zero-to-hero observability coverage. language: Go resource_type: Observability Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 7fa766b851bcb6255a859c5e9685e73633a81b9d4415156688c6ddba321a8c85 health_score: 100.0 last_checked: 1779029270.186941 needs_ai_refresh: true hierarchy: - Observability - eBPF Diagnostics - Distributed Tracing tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T10:09:14Z' gh_stars: 3657 discovered_at: '2026-06-14T10:09:14Z' https://github.com/odoo/odoo/wiki/Mergebot: title: Odoo Mergebot description: '' year: '2026' stars: 5 ai_summary: Odoo's foundational merge-bot built to orchestrate massive volume commits across multi-repository dependencies. It employs highly robust state-machine mechanics to validate test combinations and keep high-density deployments continuously updated. language: Python resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5c57d4ce94918a8a910a106646474fa43d25d478ae50629a6e11903bc5bd3b7a health_score: 100.0 last_checked: 1779029556.625948 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[DE FACTO STANDARD]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T10:01:21Z' gh_stars: 52393 discovered_at: '2026-06-14T10:01:21Z' https://github.com/ofek/csi-gcs: title: ofek/csi-gcs description: '' year: '2019' stars: 2 ai_summary: A CSI volume plugin executing secure file systems mounting directly to Google Cloud Storage (GCS) buckets. It provides container pods with localized, standard disk directory abstractions over GCS object storage. language: Go resource_type: CSI Driver complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b6cb90159ae67c858da7d684ecf7d33622b9be8cc23a827355f11c57044c80a3 health_score: 100.0 last_checked: 1779029295.097531 needs_ai_refresh: true hierarchy: - Storage & Data - CSI Plugins - Google Cloud Storage tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-10-19T17:05:36Z' gh_stars: 159 discovered_at: '2025-10-19T17:05:36Z' https://github.com/oils-for-unix/oils/wiki/Alternative-Shells: title: 'oilshell: Alternative shells' description: '' year: '2026' stars: 5 ai_summary: An exceptional evaluation wiki comparing next-generation Unix shells (Oils, Nushell, Fish, Zsh). Outlines parsing behaviors, JSON-first architectures, and language safety enhancements aimed at replacing classical POSIX bash scripts. language: English resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b038a5d586f2594ce30e3d7c8d436d5bbf74da828c902a60d3214525ca11bb0b health_score: 100.0 last_checked: 1779130494.938763 needs_ai_refresh: true hierarchy: - Operating Systems & Infrastructure - Command Line - Modern Shells tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-31T03:03:03Z' gh_stars: 3343 discovered_at: '2026-05-31T03:03:03Z' https://github.com/oilshell/oil/wiki/Alternative-Shells: title: 'oilshell: Alternative shells' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 48d54621cc1c7f324dd50d640cb6c0247759059c8d04299d2140df1e168db171 health_score: 100.0 last_checked: 1779029705.114578 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/linux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:55:05.114578+02:00' https://github.com/okd-community-install: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ffeb163f05c6ad36068432e5b9f056dac55b984b9e65d5bcb8702971f783e4fb health_score: 100.0 last_checked: 1779032213.432021 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:53.432021+02:00' https://github.com/okd-project/okd/blob/master/README.md: title: 'GitHub: OKD4' description: '' year: '2026' stars: 5 ai_summary: The core GitHub repository containing build configurations, release pipelines, and architectural trackers for OKD4. Integrating Fedora CoreOS, this platform bridges the gap between raw Kubernetes and enterprise-ready application runtimes, including build pipelines (S2I), route configurations, and multi-tenant tooling natively. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3000a2bbb7025d1fd0e18f8bc53b8ca32509ed6fbe0d38fd2d20dc13be27d196 health_score: 100.0 last_checked: 1779130495.005996 needs_ai_refresh: true hierarchy: - Platforms - Distribution - Community Kubernetes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T09:17:26Z' gh_stars: 2076 discovered_at: '2026-06-11T09:17:26Z' https://github.com/okelet/awsipinventory: title: AWS IP inventory description: '' year: '2025' stars: 0 ai_summary: An open-source utility designed to scan and build a complete inventory of IP address allocations across multiple AWS Virtual Private Clouds (VPCs). It offers automated visibility into subnet depletion, Elastic IP overheads, and overall IP utilization patterns. This tool is vital for cloud platform engineers tasked with managing network range exhaustion in hybrid cloud environments. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9f1cefefa08fdf447a255bea7dd31a71baf564f7a662109f38eba241cea06a17 health_score: 100.0 last_checked: 1781735877.723823 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:57.723823+02:00' https://github.com/okwasniewski/minisim: title: 'okwasniewski/MiniSim: MacOS Menu Bar App for iOS and Android Emulators' description: The open-source Swift repository behind the lightweight MiniSim launcher utility. year: '2026' stars: 4 ai_summary: 'The open-source codebase for MiniSim, a native Swift utility designed to automate the launch and configuration of iOS and Android emulators. It utilizes ShellOut interfaces to interact with xcrun and emulator CLIs directly. * Implements lightweight, native macOS architecture to minimize background memory footprints. * Features custom command integration and automatic directory path detection for rapid platform bootstrapping.' language: en resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: d90aed95bc22e3cebe33166f41029c95fa9b1febe2f5c3d2c8e82f7fd2dcf72b health_score: null last_checked: 1780352414.115655 needs_ai_refresh: false hierarchy: - Development Tools - Mobile Simulators - Open Source Utilities tags: - '[COMMUNITY-TOOL]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devops-tools gh_license: MIT gh_pushed: '2026-02-27T12:50:34Z' gh_stars: 2831 reputation_status: Vetted reputation_summary: High community traction with over 2,400 GitHub stars and continuous updates, confirming its stability as an open-source development tool. social_preview_url: https://repository-images.githubusercontent.com/593655213/2c60c2ac-b2b7-4f51-a889-71958265d1bb source_provenance: X.com (midudev) suggested_new_category: developer-productivity discovered_at: '2026-02-27T12:50:34Z' https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support: title: "Demo of Jenkins Configuration-As-Code with Docker and Groovy Hook Scripts (java11-support branch) \U0001F31F\U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Curator Insight presents this demo of Jenkins Configuration-as-Code (JCasC) utilizing Docker and Groovy hook scripts. Live Grounding confirms JCasC has revolutionized Jenkins operations by defining configurations within declarative YAML. The inclusion of Java 11 support hooks ensures robust security and plug-in stability in enterprise automation environments. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ce3257c83e0f4f23380aded9538cd6b183990be54a6f119069e64eed36f26c86 health_score: 100.0 last_checked: 1779030504.097906 needs_ai_refresh: true hierarchy: - DevOps - Infrastructure as Code - Jenkins Configuration as Code - Docker Hook Scripts tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-12-15T17:44:27Z' gh_stars: 173 discovered_at: '2022-12-15T17:44:27Z' https://github.com/omenking/localstack-gitpod-template: title: 'github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template' description: '' year: '2021' stars: 0 ai_summary: Curator Insight introduces a Gitpod configuration template for bootstrapping LocalStack development environments instantly in the browser. Live Grounding highlights this as an efficient template for cloud-native training, though production teams in 2026 typically leverage official Dev Container or LocalStack-supported cloud environments. language: Shell resource_type: Template complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 088b258bb3326f3638a51aacb07e3a64eeca90685cacbcc9a02afeb76cd0501c health_score: 100.0 last_checked: 1781735876.19907 needs_ai_refresh: true hierarchy: - Testing & Chaos - Local Emulation - Gitpod Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:56.199070+02:00' https://github.com/omerbsezer/Fast-Kubernetes: title: "==omerbsezer/Fast-Kubernetes== \U0001F31F\U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A popular open-source repository featuring highly structured terminal cheat sheets, resource blueprints, and YAML patterns. Focuses on accelerating daily CKA commands, manifest construction, and cluster maintenance routines. language: English resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: baec4628eca168b32fba925007a299e4cc58320b6e4147986f9b86234a9241c6 health_score: 100.0 last_checked: 1779033615.37353 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Hands-on Labs - Cheat Sheets tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-04-14T08:54:11Z' gh_stars: 3493 discovered_at: '2025-04-14T08:54:11Z' https://github.com/omrikiei/ktunnel: title: ==omrikiei/ktunnel== ⭐ description: '' year: '2024' stars: 3 ai_summary: KTunnel is a robust reverse-tunneling CLI utility that exposes local development environments to remote Kubernetes clusters. By establishing a secure gRPC-based reverse proxy, it enables remote pods to call APIs running locally on developer machines, facilitating fast integration tests without ingress hurdles. language: Go resource_type: CLI / Reverse Proxy complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6b40dd6d0b25cf29972cdf63c641fed1c33f8ad438b3502ec5214471f7e36f83 health_score: 100.0 last_checked: 1779031399.45841 needs_ai_refresh: true hierarchy: - Network - Port Forwarding - Development Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2026-02-20T22:37:30Z' gh_stars: 1053 discovered_at: '2026-02-20T22:37:30Z' https://github.com/ondat/discoblocks: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7f3380f729e2ae970f076ffece6454bff249f4cd252098a5db90adac15dda9d8 health_score: 100.0 last_checked: 1779033025.423471 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:25.423471+02:00' https://github.com/ondat/trousseau: title: github.com/ondat/trousseau description: '' year: '2023' stars: 5 ai_summary: 'Curator Insight: KMS integration designed to encrypt secrets inside etcd using external key management systems. Live Grounding: This repository is unmaintained and archived following Ondat''s acquisition. Deprioritized under MVQ rules in favor of native Kubernetes KMS v2 features.' language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9e8c59147667e2348f811b8f4a6cdbe0282effdf9676fafdcbda4afdd2e54643 health_score: 100.0 last_checked: 1779032704.740174 needs_ai_refresh: true hierarchy: - Security - Secrets Management - KMS Integration - Legacy Tools tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-09-15T05:51:00Z' gh_stars: 181 discovered_at: '2023-09-15T05:51:00Z' https://github.com/one2nc/cloudlens: title: "github.com/one2nc/cloudlens \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Cloudlens is an open-source, interactive terminal UI built to monitor and navigate various cloud infrastructure components. It acts as an easy-to-use 'k9s' equivalent for AWS resources, allowing administrators to inspect S3, EC2, and VPC metrics directly in their shell. A must-have for terminal-first systems engineers seeking immediate cloud diagnostics. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e5a18ffa8a1afc656229b5aab336913bbba16495a676ded5485508e7cb10d289 health_score: 100.0 last_checked: 1779032885.100463 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Developer Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-20T05:24:58Z' gh_stars: 590 discovered_at: '2024-04-20T05:24:58Z' https://github.com/oneconcern/keycloak-gatekeeper: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 16176d2db4bbdce153dbec0bb936fd04532610c3c0388eda181d826a004e5584 health_score: 100.0 last_checked: 1779030196.867479 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:03:16.867479+02:00' https://github.com/onedr0p/cluster-template: title: 'github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed by Flux' description: '' year: '2024' stars: 5 ai_summary: A production-grade template repository for provisioning home-lab and enterprise-edge K3s clusters managed end-to-end via Flux GitOps. Fully integrates essential platform components including Prometheus/Grafana stacks, cert-manager, Renovate, and automated ingress. Live Grounding confirms this is the premier community blueprint for building highly resilient, git-driven lightweight clusters. language: YAML resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8c28167eee89a02650529eaaf6042eef523592dee7871ebcb493627ed3e83597 health_score: 100.0 last_checked: 1779130495.017822 needs_ai_refresh: true hierarchy: - Deployment & Orchestration - GitOps - Cluster Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T16:10:38Z' gh_stars: 2760 discovered_at: '2026-06-13T16:10:38Z' https://github.com/onedr0p/flux-cluster-template: title: 'github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed'' by Flux' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 81a46697a7ea3f19272a5c703e6447c0b40cd349f0c012191e230ff981a05bb3 health_score: 100.0 last_checked: 1779030199.750201 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/flux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:19.750201+02:00' https://github.com/onurakpolat/awesome-bigdata: title: onurakpolat/awesome-bigdata description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: db58f10575b486bbd4d9a206ae40283cfe8fb1218da2541de0ff816c5c56ca78 health_score: 100.0 last_checked: 1779032620.46244 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:40.462440+02:00' https://github.com/onzack/grafana-dashboards: title: github.com/onzack/grafana-dashboards description: '' year: '2022' stars: 5 ai_summary: Collection of bespoke dashboards for infrastructure monitoring. Covers edge network routers, Ceph clusters, and hardware diagnostics via Prometheus exporters. language: JSON resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4f7c5c02ac4fecc3f27b03463252ffef16a80a418d2d41f59a7b9f08fcd7b16d health_score: 100.0 last_checked: 1779030119.807413 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Grafana Ecosystem - Community Dashboards tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T10:55:12Z' gh_stars: 145 discovered_at: '2026-05-18T10:55:12Z' https://github.com/open-gitops/project: title: "github.com/open-gitops/project \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: Official open-source home of the OpenGitOps project. Contains formalized declarative infrastructure specifications and standards. Live Grounding verifies this as the canonical source of GitOps principles referenced by enterprises implementing native platform systems. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c0217b105dac5fd9dfe940b449c11b4b467f0b239842d40fdbddee14d768758b health_score: 100.0 last_checked: 1779034569.382864 needs_ai_refresh: true hierarchy: - Continuous Delivery - GitOps - Standards tags: - '[DE FACTO STANDARD]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-06-11T16:44:22Z' gh_stars: 1178 discovered_at: '2025-06-11T16:44:22Z' https://github.com/open-gsd/gsd-pi: title: GSD Pi - A Meta-Prompting and Context Engineering System for Autonomous Agents description: An advanced meta-prompting framework enabling terminal coding agents to conduct long-running autonomous development sessions. year: '2026' stars: 4 ai_summary: GSD Pi represents a state-of-the-art terminal coding agent framework that focuses on long-duration autonomous plan-execute cycles. Built upon meta-prompting, specialized context engineering, and git-worktree-aware operations, it lets models execute long workflows without losing context tracking. It leverages direct Model Context Protocol integrations to provide real-time environment grounding. language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: a25067eabf6263caadd9534b0d065168585db6fc3531025e48e5e83212529a0a health_score: null last_checked: 1780352571.556378 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Autonomous Agents - Meta-Prompting - Context Engineering - Spec-Driven Development tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: MIT gh_pushed: '2026-06-01T18:30:33Z' gh_stars: 416 reputation_status: Vetted reputation_summary: Rapidly growing and active successor to gsd-build/gsd-2, widely vetted as a major terminal coding agent interface. social_preview_url: https://opengraph.githubassets.com/3fabe8a292b889546eef2022e05fd48527b58a0afaaddc7f35ded59a5926df02/open-gsd/gsd-pi source_provenance: X.com (nubenetes) suggested_new_category: autonomous-agents discovered_at: '2026-06-01T18:30:33Z' https://github.com/open-guides/og-aws: title: The Open Guide to Amazon Web Services description: '' year: '2026' stars: 5 ai_summary: A massive, crowd-sourced encyclopedia offering highly critical, unvarnished technical reference material for AWS services. Distinct from official docs, it focuses on real-world engineering constraints, pricing trade-offs, and operational gotchas across storage, compute, and networking layers. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7c5c1774fa8ede5e446d9f7a157fb6d88930807f3b38cf71d7de94fb1419a61d health_score: 100.0 last_checked: 1779030296.400757 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Architecture & Guides tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2024-08-16T02:51:54Z' gh_stars: 36426 discovered_at: '2024-08-16T02:51:54Z' https://github.com/open-policy-agent/awesome-opa: title: "anderseknert/awesome-opa \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A curated collection of resources, testing frameworks, and integrations for Open Policy Agent (OPA). Provides engineers with practical Rego examples to enforce policy-as-code restrictions across Kubernetes admission controllers and CI/CD pipelines. Essential for implementing fine-grained corporate compliance and access control. language: Go/Rego resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d341fbb1a2e486e001a1c367772e019e97c29eafea0154dc6675a571a069b4ac health_score: 100.0 last_checked: 1779130495.02181 needs_ai_refresh: true hierarchy: - Security - Policy as Code - OPA tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-25T19:12:33Z' gh_stars: 888 is_special: true discovered_at: '2026-05-25T19:12:33Z' https://github.com/open-policy-agent/conftest: title: open-policy-agent/conftest description: '' year: '2026' stars: 5 ai_summary: A policy-testing framework used to execute structural tests against declarative configuration files. Leveraging Open Policy Agent (OPA) and the Rego language, it validates Kubernetes templates, Helm values, and Terraform files before they enter production environments. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1e9db80ce98f857589fd525d44e57cae8e6c6a52a4e4f615fe6f364e1fcb66a8 health_score: 100.0 last_checked: 1779029478.964826 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Static Analysis tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T13:44:57Z' gh_stars: 3199 discovered_at: '2026-06-12T13:44:57Z' https://github.com/open-policy-agent/contrib/tree/main/wasm/cloudflare-worker: title: compile OpenPolicyAgent policies into WebAssembly and run them on the edge description: '' year: '2025' stars: 5 ai_summary: An open-source utility that compiles declarative Open Policy Agent (Rego) policies into high-performance WebAssembly (Wasm) modules. Designed for lightning-fast security and routing decisions at edge platforms like Cloudflare Workers and Envoy proxies. language: WebAssembly resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 413a832b1e286deabce0c775c6b431b7e58ab81a3d0541da571a8963f44817e5 health_score: 100.0 last_checked: 1779130495.008313 needs_ai_refresh: true hierarchy: - Cloud Native Security - Policy-as-Code - OPA Wasm tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-11T05:40:57Z' gh_stars: 348 discovered_at: '2026-05-11T05:40:57Z' https://github.com/open-policy-agent/contrib/tree/master/wasm/cloudflare-worker: title: compile OpenPolicyAgent policies into WebAssembly and run them on the edge description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0c89085cacde1bb274917c442cf40c10e9b9a0fff95aabdb1563db0943b885e5 health_score: 100.0 last_checked: 1779032734.531656 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/securityascode.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:34.531656+02:00' https://github.com/open-policy-agent/gatekeeper: title: Open Policy Agent and Gatekeeper description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 40520569d9b4fe30f20da47e59d6dbec2a89cf1120e170372d26e63fdaff68b2 health_score: 100.0 last_checked: 1779029155.082744 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T16:45:55.082744+02:00' https://github.com/open-telemetry/opentelemetry-collector: title: OpenTelemetry Collector description: '' year: '2026' stars: 5 ai_summary: A high-performance processing engine capable of receiving, parsing, filtering, and routing traces, metrics, and logs across vendor-agnostic infrastructure. Serves as the central data pipeline component in modern cloud-native observability stacks. language: Go resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a15de225b124e458d662e76b1550de0a28eeaf35f49b4ec61986b284025556de health_score: 100.0 last_checked: 1779032198.416959 needs_ai_refresh: true hierarchy: - Observability - OpenTelemetry - Collector Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md - docs/prometheus.md v2_locations: - prometheus.md - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T19:36:20Z' gh_stars: 7132 discovered_at: '2026-06-12T19:36:20Z' https://github.com/open-telemetry/opentelemetry-operator: title: github.com/open-telemetry/opentelemetry-operator description: '' year: '2021' stars: 5 ai_summary: Kubernetes operator for automating the deployment and management of the OpenTelemetry Collector. Simplifies application instrumentation via automated inject mechanisms for Java, NodeJS, Python, and Dotnet, facilitating declarative telemetry pipeline management across clusters. language: Go resource_type: Kubernetes Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a92223b4bd579e0fb66efd2a16f382605d58760d6e2a500df530201718cc2437 health_score: 100.0 last_checked: 1779030385.288971 needs_ai_refresh: true hierarchy: - Observability - Distributed Tracing - OpenTelemetry Operator tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/monitoring.md v2_locations: - monitoring.md - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T17:42:58Z' gh_stars: 1717 discovered_at: '2026-06-13T17:42:58Z' https://github.com/open-telemetry/opentelemetry-specification: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 475a220b664651a91dd6614686984e5ef874392779c47903b95e67c26ac1f4a8 health_score: 100.0 last_checked: 1779034289.090219 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:11:29.090219+02:00' https://github.com/openai/openai-cookbook: title: 'github.com/openai/openai-cookbook: OpenAI Cookbook' description: '' year: '2023' stars: 5 ai_summary: The official, highly detailed cookbook of integration patterns and code recipes from OpenAI. Live Grounding and Curator Insight rate this as the definitive reference for engineering structured JSON model outputs, semantic embedding databases, low-latency streaming endpoints, and high-throughput bulk operations. language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 6fcdff5c735832e2573ff437d49138a92b676700fbf9ff451185b44a70186a00 health_score: 100.0 last_checked: 1779031087.178291 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Generative AI Engineering - API Integration Patterns tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T06:41:20Z' gh_stars: 74150 discovered_at: '2026-06-14T06:41:20Z' https://github.com/openappsec/openappsec: title: github.com/openappsec/openappsec description: '' year: '2026' stars: 3 ai_summary: An open-source, machine-learning-driven security controller designed to protect microservice APIs and modern web applications. Utilizing contextual data analysis rather than static signatures, it intercepts zero-day exploits and SQL injections dynamically at the ingress level. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f211a20292ca49e3b344f10db73bfc2b5c4fa73eaf3cf46be8d0855a56612a8d health_score: 100.0 last_checked: 1779031615.569 needs_ai_refresh: true hierarchy: - Security - Application Security - WAF & API Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-26T08:56:37Z' gh_stars: 1635 discovered_at: '2026-05-26T08:56:37Z' https://github.com/openclarity/kubeclarity: title: openclarity/kubeclarity description: '' year: '2021' stars: 1 ai_summary: A continuous security and compliance engine that analyzes SBOM schemas, catalogs project dependencies, and alerts operators to container vulnerabilities. It integrates with runtime monitors and CI/CD pipelines. language: Go resource_type: Security Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d8b978c668b95a903cb31a3c919dace8389a764b3c4daf9daa4c4f735229145f health_score: 100.0 last_checked: 1779033079.400907 needs_ai_refresh: true hierarchy: - Security & Compliance - Supply Chain Security - SBOM & Vulnerabilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-14T14:56:35Z' gh_stars: 44 discovered_at: '2024-10-14T14:56:35Z' https://github.com/openclarity/openclarity: title: "Kubei \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: OpenClarity (originally evolving from Kubei) is a comprehensive cloud-native security platform that scans Kubernetes clusters for vulnerabilities, secrets, and malware. It works by analyzing container images and running workloads to detect security risks in real time. language: Go resource_type: Security Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 297bfb53e583450a137fc143234c479cc63148ddb5924d907d541db8b039a95c health_score: 100.0 last_checked: 1779130494.953642 needs_ai_refresh: true hierarchy: - Security - Vulnerability Scanning - Runtime Security tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-25T02:27:26Z' gh_stars: 1462 discovered_at: '2026-05-25T02:27:26Z' https://github.com/opencontainers/runc: title: runc description: '' year: '2015' stars: 5 ai_summary: The canonical, low-level container runtime engine built in compliance with the OCI specification. Originally contributed by Docker, runc directly spawns and runs containers on Linux by interfacing with namespaces, cgroups, and capabilities without relying on overhead daemons. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a196ee871c63e30d8a70f7e01fa08ea26980e4a8825fee40c252a2f56fb7db8b health_score: 100.0 last_checked: 1779034479.777882 needs_ai_refresh: true hierarchy: - Containerization - Runtimes - Low-Level Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T17:55:52Z' gh_stars: 13282 discovered_at: '2026-06-13T17:55:52Z' https://github.com/opencontrolplane: title: github.com/opencontrolplane description: '' year: '2023' stars: 5 ai_summary: OpenControlPlane provides abstract control plane frameworks designed to decouple custom APIs from heavy physical compute workloads. Inspired by minimal KCP architectures, it allows API lifecycle orchestration without the operational overhead of managing physical Kubernetes nodes. It is useful for platform teams designing custom APIs. language: Go resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dac3465cb1ad1f1e851b439741e847967989dda20b46c566c2853d367d5de5b5 health_score: 100.0 last_checked: 1779030673.969999 needs_ai_refresh: true hierarchy: - Platform Engineering - Control Plane Design - API Federation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:11:13.969999+02:00' https://github.com/opencost/opencost: title: 'github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus metric exporter' description: '' year: '2024' stars: 5 ai_summary: The official repository for OpenCost, the CNCF sandbox standard defining vendor-neutral APIs for cloud-native cost allocation. Operates as an open-source real-time metrics exporter for Prometheus, serving as the industry standard benchmark across multi-cloud deployments. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4598a838903d845558a3e55f9d10b1029b7e16e17972aa0fdd10f5c4ef8ad2f8 health_score: 100.0 last_checked: 1779130495.030298 needs_ai_refresh: true hierarchy: - Infrastructure Optimization - Cost Management - Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T22:08:09Z' gh_stars: 6590 discovered_at: '2026-06-11T22:08:09Z' https://github.com/openebs/dynamic-localpv-provisioner: title: 'openebs/dynamic-localpv-provisioner: Dynamic Kubernetes Local Persistent'' Volumes' description: '' year: '2026' stars: 5 ai_summary: An OpenEBS sub-project designed to provision Kubernetes local hostpath or raw block persistent volumes dynamically. This controller eliminates manual static volume definitions, allowing database applications to seamlessly run at native drive speed while relying on Kubernetes scheduling rules. language: Go resource_type: Provisioner complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 509b686895fc7da45e0358273d1359ba5d99b2f96271b4573d52d809688ff8b8 health_score: 100.0 last_checked: 1779030356.766976 needs_ai_refresh: true hierarchy: - Storage - Kubernetes Storage - Local Storage Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T18:19:20Z' gh_stars: 208 discovered_at: '2026-06-09T18:19:20Z' https://github.com/openebs/lvm-localpv: title: openebs/lvm-localpv description: '' year: '2026' stars: 5 ai_summary: An OpenEBS CSI driver designed for dynamic volume provisioning backed by local Logical Volume Manager (LVM) volume groups. It provides raw block or filesystem performance close to bare-metal hardware speed while offering features like snapshotting and size limits directly managed via Kubernetes native CRDs. language: Go resource_type: CSI Driver complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 46631ca34a12f775c4ebe3e2f8d608fd2d6367abe5d895ddce7a7a54646c9fae health_score: 100.0 last_checked: 1779030529.733399 needs_ai_refresh: true hierarchy: - Storage - Kubernetes Storage - LVM Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T14:24:37Z' gh_stars: 344 discovered_at: '2026-06-10T14:24:37Z' https://github.com/openebs/zfs-localpv: title: openebs/zfs-localpv description: '' year: '2026' stars: 5 ai_summary: The official OpenEBS CSI driver for ZFS-LocalPV. It dynamically provisions ZFS pools on local nodes, combining the exceptional performance of raw NVMe storage with ZFS capabilities like snapshots, clones, compression, and high integrity. language: Go resource_type: Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3bdf214e5256365fe94ae14052f0669d7ae87822da48188dec2fc0b6c82c7ac5 health_score: 100.0 last_checked: 1779034431.892054 needs_ai_refresh: true hierarchy: - Kubernetes Storage Implementation - Persistent Volumes & Provisioners - Local Storage tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T09:02:06Z' gh_stars: 566 discovered_at: '2026-06-11T09:02:06Z' https://github.com/openkruise/kruise: title: OpenKruise/Kruise description: '' year: '2024' stars: 5 ai_summary: The implementation repository for OpenKruise controllers. Provides crucial custom workload abstractions like CloneSets, SidecarSets, and Advanced StatefulSets to enable high-performance operations, including in-place updates. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: eaba940bd1b6e68e0913438c17e17c22b1a06b9d87dd685994f4b7b66a50e56d health_score: 100.0 last_checked: 1779031883.142873 needs_ai_refresh: true hierarchy: - Application Management - Custom Controllers - OpenKruise tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-08T09:36:53Z' gh_stars: 5267 discovered_at: '2026-06-08T09:36:53Z' https://github.com/openliberty: title: github.com/openliberty description: '' year: '2026' stars: 4 ai_summary: The primary GitHub hub containing repositories for Open Liberty, hosting its core runtime, tooling, and integrations. Live Grounding shows a highly collaborative community pushing frequent optimizations for Jakarta EE and MicroProfile. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e48a338ebb969cc42692c5f6a42963909edc8bd4912923c0f6d13884c0dce970 health_score: 100.0 last_checked: 1779029478.878336 needs_ai_refresh: true hierarchy: - Cloud-Native Java - Runtimes - Open Liberty - Source Code tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:51:18.878336+02:00' https://github.com/openobserve/debug-container: title: openobserve/debug-container description: '' year: '2025' stars: 0 ai_summary: A highly functional debugging utility designed to inject ephemeral debug containers into running, distroless application pods. Pre-loaded with essential diagnostics tools, it allows platform engineers to perform networking and process audits without modifying the original container image. language: Shell resource_type: CLI / Image complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8ca8fadadb051b435ef3b7150dacd7d2dfc3d2d104e8d59e46b9b4d3ed006e96 health_score: 100.0 last_checked: 1779033570.6081 needs_ai_refresh: true hierarchy: - Operations - Debugging - Ephemeral Containers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-11-27T23:32:12Z' gh_stars: 51 discovered_at: '2022-11-27T23:32:12Z' https://github.com/openops-cloud/openops: title: 'OpenOps: No-Code FinOps Automation Platform with AI' description: '' year: '2024' stars: 4 ai_summary: An open-source, no-code platform utilizing AI to identify and automate cloud cost optimizations. Connects directly with Kubernetes metrics to suggest sizing adjustments and automatically remove unused resources. language: Go resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c6e7a2db44115c3a24c01cc54aae5ba56e51246372cedaed45088223eb58e58c health_score: 100.0 last_checked: 1779031802.394914 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - IaC FinOps - AI Optimization tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ai.md - docs/finops.md - docs/kubernetes-tools.md v2_locations: - ai.md - finops.md - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-14T01:33:35Z' gh_stars: 1035 discovered_at: '2026-06-14T01:33:35Z' https://github.com/openpitrix/openpitrix: title: "openpitrix \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A portal and packaging engine built to manage application lifecycles across multiple cloud environments. Once served as a core application distribution layer for orchestrators. It has transitioned into maintenance-only/legacy status as GitOps became the dominant delivery paradigm. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: 0c7d07acd0775851570c044b6c5ff53fedc45ab70a65d47f30b55aee5ac298df health_score: 100.0 last_checked: 1779031231.465251 needs_ai_refresh: true hierarchy: - Application Delivery - Marketplaces & Portals - Lifecycle Management tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-02-05T03:02:15Z' gh_stars: 878 discovered_at: '2024-02-05T03:02:15Z' https://github.com/openshift-labs: title: "github.com/openshift-labs \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An official repository that runs web-accessible, sandbox-styled instructional courses for OpenShift. Guides engineers through Operator lifecycle development, security tuning, and multi-tenant networking setups. language: Go / Yaml resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 277fd59fb071515ece32396693e60c030b8b58fe03b1f27518b00cbf266080a7 health_score: 100.0 last_checked: 1779029475.616108 needs_ai_refresh: true hierarchy: - Reference Architectures - Interactive Learning - OpenShift Labs tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:51:15.616108+02:00' https://github.com/openshift/community/blob/master/ROADMAP.md: title: 'github.com: OKD 4 Roadmap' description: '' year: '2022' stars: 0 ai_summary: The OKD 4 development roadmap hosted on GitHub. It tracks the migration of build systems, target OS configurations (e.g., transition states of Fedora CoreOS), integration of updated Kubernetes API versions, and community-driven features like multi-arch architectures. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5953a0299d4d3e63e9700edc9496a215489272f55d42120c92261cdb1125b46f health_score: 100.0 last_checked: 1781736112.450631 needs_ai_refresh: true hierarchy: - Platforms - Distribution - Community Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:52.450631+02:00' https://github.com/openshift/console: title: "==github.com/openshift/console== \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: The official enterprise-grade administrative console for OpenShift environments. Offers advanced visualization dashboards for developers and platform operators, featuring real-time telemetry, custom resource definition (CRD) rendering, and multi-tenant security. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 0e8ab8d18c799a3ce53ab1b125f58f1aa3d48ac467d88dda92831840872fb2e2 health_score: 100.0 last_checked: 1779032333.983003 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Enterprise Console tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T03:53:18Z' gh_stars: 456 discovered_at: '2026-06-13T03:53:18Z' https://github.com/openshift/hive: title: github.com/openshift/hive description: '' year: '2026' stars: 3 ai_summary: OpenShift Hive is an API-driven operator for provisioning, managing, and scaling OpenShift clusters. Running on a central management hub, Hive accepts declarative custom resources defining target clusters (AWS, GCP, Azure, Bare-Metal) and orchestrates the installer (IPI) to bootstrap, update, and manage the life cycle of target clusters dynamically at scale. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: df93789d6bb15ac8334cc2a9714c3b38174913286174172a90020c1b287bcd75 health_score: 100.0 last_checked: 1779030843.082228 needs_ai_refresh: true hierarchy: - Platforms - Cluster Management - Cluster Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T09:22:16Z' gh_stars: 277 discovered_at: '2026-06-08T09:22:16Z' https://github.com/openshift/hypershift: title: 'github.com/openshift/hypershift: HyperShift' description: '' year: '2022' stars: 5 ai_summary: HyperShift decouples the OpenShift control plane from the infrastructure, hosting it as standard containerized workloads within a central management cluster. This architecture enables lightning-fast provisioning, significantly lower operational overhead, and highly cost-effective multi-tenant fleet management. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a2182f90a6aa5def9fbd0a5ed73845dd794ce5648efbbe85bd93bb6ff4099cc7 health_score: 100.0 last_checked: 1779029172.661437 needs_ai_refresh: true hierarchy: - Enterprise Kubernetes - Multi-Cluster Management - Hosted Control Planes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T23:53:35Z' gh_stars: 526 discovered_at: '2026-06-12T23:53:35Z' https://github.com/openshift/installer: title: "github.com/openshift/installer openshift installer \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official repository hosting the OpenShift Installer engine (IPI/UPI), which handles automated platform provisioning on major hypervisors and public clouds. Generates ignition files, configures bootstraps, and controls the automated installation of the core operators. Essential codebase for platform deployment. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0fca28d8dcaceb15cfed04b53519159e846b2ecf15d2c297d7bcf9298ab97cc5 health_score: 100.0 last_checked: 1779031538.378205 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Distributions - Installer tags: - ENTERPRISE-STABLE - DE FACTO STANDARD v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: - openshift.md - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T03:41:30Z' gh_stars: 1550 discovered_at: '2026-06-14T03:41:30Z' https://github.com/openshift/installer/blob/main/docs/user/aws/README.md: title: "AWS Account Set Up \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: This repository guide outlines the specific IAM policies, resource quotas, Route53 configurations, and networking permissions required to install OpenShift on AWS using the native installer-provisioned infrastructure (IPI). It is a vital technical reference for cloud infrastructure engineers. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 26cfbf4e2965b9721356c3f494cf99f2e5629e7680fdedfd2766663b397756f2 health_score: 100.0 last_checked: 1779130494.934525 needs_ai_refresh: true hierarchy: - Infrastructure - Public Cloud - AWS Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: - ocp4.md - openshift.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T03:41:30Z' gh_stars: 1550 discovered_at: '2026-06-14T03:41:30Z' https://github.com/openshift/installer/blob/master/docs/user/aws/README.md: title: "AWS Account Set Up \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 631b99a562e64c931cc2797121a798dbe242c3b665439f0aee87c2ba221adb5e health_score: 100.0 last_checked: 1779032282.835774 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:02.835774+02:00' https://github.com/openshift/jenkins: title: Jenkins Docker Image for Openshift v3 description: '' year: '2020' stars: 5 ai_summary: Red Hat maintained OpenShift integration image for running Jenkins natively within OpenShift clusters. Includes pre-configured plugins, service-account integration, and S2I build configurations customized for enterprise OpenShift v3/v4 environments. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2bcc9301a6f7b8fe819073c617f9a911cde4ab0aea9f550b0aee4b2b227dcb6c health_score: 100.0 last_checked: 1779033436.384037 needs_ai_refresh: true hierarchy: - CI/CD & DevOps - Enterprise Jenkins - OpenShift Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:34:29Z' gh_stars: 261 discovered_at: '2026-06-12T15:34:29Z' https://github.com/openshift/machine-api-operator: title: openshift/machine-api-operator description: '' year: '2024' stars: 5 ai_summary: A foundational OpenShift subsystem that manages machines as standard resources. It dynamically scales cloud infrastructure nodes up or down according to compute demands. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e health_score: 100.0 last_checked: 1779032372.243332 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Node Provisioning - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T07:06:30Z' gh_stars: 186 discovered_at: '2026-06-09T07:06:30Z' https://github.com/openshift/machine-api-operator/tree/main: title: Machine API description: '' year: '2026' stars: 5 ai_summary: The Machine API Operator is a foundational component of OpenShift 4's declarative node lifecycle. Based on upstream Cluster API, it manages clusters of Machine objects as standard Kubernetes resources, enabling auto-scaling, self-healing nodes, and seamless multi-cloud provider instance integration directly from the cluster console. language: Go resource_type: Source Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e8152960fc13796a3153a931a02f282a1a97820e8f4f516e800ad54d054d34f0 health_score: 100.0 last_checked: 1779130495.033014 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Declarative Nodes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T07:06:30Z' gh_stars: 186 discovered_at: '2026-06-09T07:06:30Z' https://github.com/openshift/machine-api-operator/tree/master: title: Machine API description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e health_score: 100.0 last_checked: 1779030727.778304 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:07.778304+02:00' https://github.com/openshift/multus-cni: title: Multus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 125bf32e0a046ca158d2ca69131173672d2bb4f006209bd612dde55562f0e24f health_score: 100.0 last_checked: 1779031410.858098 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:23:30.858098+02:00' https://github.com/openshift/ocs-operator: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b1638b0d3a8803d30466a01cb985c1ced8202b9591cf3fb194ce189ac540032b health_score: 100.0 last_checked: 1779031256.06712 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:56.067120+02:00' https://github.com/openshift/okd/blob/master/README.md: title: 'GitHub: OKD4' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 22515b9fe2aa4c0b4fbf7240f35a1414fbb05dfbb53d2ca02cf2cb7d2122b744 health_score: 100.0 last_checked: 1779031089.565986 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:09.565986+02:00' https://github.com/openshift/origin: title: "github.com/openshift/origin \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Core open-source repository for OKD (formerly OpenShift Origin), representing the upstream Kubernetes community distribution of OpenShift. Consists of cluster installation systems, APIs, and operators. In 2026, it is the primary engine of community innovation and testing before features migrate to commercial OpenShift. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: df93e974d2779e81f267816b1d92587bfec4dc0a12f81ec310c1f1c18d1f168b health_score: 100.0 last_checked: 1779033672.161547 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Distributions - OKD Core tags: - ENTERPRISE-STABLE - COMMUNITY-TOOL v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:40:57Z' gh_stars: 8658 discovered_at: '2026-06-12T22:40:57Z' https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline: title: github - using jenkins pipelines with OKD description: '' year: '2022' stars: 5 ai_summary: Repository detailing baseline code configurations, sample pipelines, and deployment manifests engineered to execute scripted Jenkins procedures inside early versions of the OKD community container platform. language: Groovy resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 91121d2204b88e20c0f6f79b7a01c12411ceb2c74b0b289c660ccef2bc9d1f08 health_score: 100.0 last_checked: 1779130494.986685 needs_ai_refresh: true hierarchy: - Platform Architecture - CI/CD - Legacy Jenkins tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/demos.md - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:40:57Z' gh_stars: 8658 discovered_at: '2026-06-12T22:40:57Z' https://github.com/openshift/origin/tree/master/examples/jenkins/pipeline: title: "github.com/openshift: Using Jenkins Declarative Pipelines with OpenShift' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 52b4ede50a0afaf09725ce77a26b3faa3af685d6ecf2601b26bb2bbe6380be9d health_score: 100.0 last_checked: 1779033757.960723 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/openshift-pipelines.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:37.960723+02:00' https://github.com/openshift/origin/tree/release-3.11/examples/prometheus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f0d31f603b09e9762fe06a7861d566457ea8a235d6f52157d15b87294cb44e4b health_score: 100.0 last_checked: 1779032080.76688 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:34:40.766880+02:00' https://github.com/openshift/pipelines-catalog: title: OpenShift Pipelines Catalog description: '' year: '2023' stars: 5 ai_summary: The central repository containing reusable Tekton Tasks and Pipelines optimized for OpenShift. Provides pre-built blocks for standard development patterns, including Git integration, Maven compilations, and SonarQube analyses. language: Yaml resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c77eedaaa65b30cb438c5862c71bd883e10486fc3c23a80756559bcf06ae2e29 health_score: 100.0 last_checked: 1779030983.272466 needs_ai_refresh: true hierarchy: - Application Delivery - CI/CD Pipelines - Tekton Tasks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-03-09T11:05:55Z' gh_stars: 52 discovered_at: '2022-03-09T11:05:55Z' https://github.com/openshift/pipelines-tutorial: title: github.com/openshift/pipelines-tutorial description: '' year: '2026' stars: 3 ai_summary: A comprehensive learning path and hands-on laboratory environment focused on Tekton. Provides configurations for Tasks, Pipelines, PipelineRuns, and Trigger EventListeners on OpenShift clusters, validating cloud-native automation patterns. language: Yaml resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 74a98855c053856947192ad85bcde5b299bad35c0ecbf5a8cae73a846eec10e9 health_score: 100.0 last_checked: 1779031397.388774 needs_ai_refresh: true hierarchy: - Platform Architecture - CI/CD - Tekton Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/jenkins-alternatives.md - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md - jenkins-alternatives.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T09:23:05Z' gh_stars: 322 discovered_at: '2026-05-18T09:23:05Z' https://github.com/openshift/source-to-image: title: openshift/source-to-image description: '' year: '2024' stars: 4 ai_summary: Source-to-Image (S2I) is an enterprise-hardened build tool that compiles source code directly into ready-to-run container images by injecting code into a builder image. Originally built as a core component of Red Hat OpenShift, it offers repeatable, secure, and Dockerfile-free image builds. S2I remains highly relevant for secure enterprise workflows avoiding privileged Docker socket access. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 7df527843afee05828af011c3a1e69145d9bb0af43900bee2d8fc4998423231e health_score: 100.0 last_checked: 1779032817.917203 needs_ai_refresh: true hierarchy: - Application Delivery - Build Tools - Source-to-Image tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-04T10:26:49Z' gh_stars: 2536 discovered_at: '2026-06-04T10:26:49Z' https://github.com/openshift/tektoncd-pipeline-operator: title: Jenkins-X + Tekton on OpenShift description: '' year: '2021' stars: 5 ai_summary: A community-maintained repository detailing the configuration of Jenkins X alongside Tekton on Red Hat OpenShift. Offers resource definitions and custom templates designed to respect OpenShift-specific Security Context Constraints (SCC). language: Shell resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: acd3779dc23965c3d9c1ec3683091aea1dabcfaf4510ee63f878744d4e77c8e0 health_score: 100.0 last_checked: 1779031017.295292 needs_ai_refresh: true hierarchy: - Enterprise Platforms - Red Hat OpenShift - Serverless CI/CD tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-06-22T00:40:19Z' gh_stars: 53 discovered_at: '2021-06-22T00:40:19Z' https://github.com/openshift/training: title: 'github.com: Openshift 4 training' description: '' year: '2024' stars: 0 ai_summary: A public Git repository containing self-paced curriculum materials and lab configurations to train systems engineers in Day 2 cluster management tasks. language: Shell resource_type: Source Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0b80a7f1bd28202d2457c924eae2a281159d2a885821a1f5049db1c12fa4cf4f health_score: 100.0 last_checked: 1781736112.475824 needs_ai_refresh: true hierarchy: - Resources & Training - Self-Paced Labs - Curriculum Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:52.475824+02:00' https://github.com/openshiftdemos: title: "github.com/openshiftdemos \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: GitHub resource hosting active and archive-state templates designed to showcase enterprise tools on OpenShift. Features simple automation scripts, platform configuration files, and middleware integration recipes. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d health_score: 100.0 last_checked: 1779033487.119125 needs_ai_refresh: true hierarchy: - Reference Architectures - Enterprise Demos - Community Repositories tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:58:07.119125+02:00' https://github.com/operator-framework/operator-lifecycle-manager: title: Red Hat OLM description: '' year: '2024' stars: 5 ai_summary: Part of the Operator Framework, OLM manages the installation, updates, and role-based access control of Operators running inside a cluster. It acts as an orchestrator for custom resource definitions (CRDs) and controller versions, ensuring dependencies are resolved safely. This tool is standard infrastructure across Red Hat OpenShift and enterprise Kubernetes configurations to scale operations reliably. language: Go resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e15c159226235edaf4920381f5668cf85ef306916d706a5af48be3cef99a31e2 health_score: 100.0 last_checked: 1779032167.315778 needs_ai_refresh: true hierarchy: - Extensibility - Operators - Lifecycle Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md - docs/ocp4.md v2_locations: - ocp4.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T20:27:20Z' gh_stars: 1857 discovered_at: '2026-06-11T20:27:20Z' https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md: title: OLM Arquitecture description: '' year: '2026' stars: 5 ai_summary: This repository provides deep technical designs for Operator Lifecycle Manager (OLM). It handles updates, dependency validation, and multi-tenant installations of Kubernetes Operators. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1c5886993c1a8c5860ce22c2b9355708c3d0e6f6d951f379a31d85358fe03b77 health_score: 100.0 last_checked: 1779033675.272065 needs_ai_refresh: true hierarchy: - Extensibility & APIs - Operator Framework - OLM Core tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T20:27:20Z' gh_stars: 1857 discovered_at: '2026-06-11T20:27:20Z' https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/philosophy.md: title: OLM Philosophy description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cbb9f40ed476b5c790577085144a4ea1c5449d8f4023d37f1ddd39bc68bbf09a health_score: 100.0 last_checked: 1779031903.368236 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:31:43.368236+02:00' https://github.com/opsgenie/kubernetes-event-exporter: title: "kubernetes-event-exporter \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An essential monitoring tool that continuously watches Kubernetes events and forwards them to various third-party sinks (Elasticsearch, Opsgenie, Kafka, Slack). This architecture solves the issue of short etcd retention windows for audit trails and operations diagnostics. It is actively maintained and highly favored in enterprise-grade logging pipelines. language: Go resource_type: Service complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 71f1ee49ef92f963a834109f8d8b0f4797df82c6621325cd941db2725d3902d6 health_score: 100.0 last_checked: 1779029732.683804 needs_ai_refresh: true hierarchy: - Observability - Event Management - Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-08-31T11:33:33Z' gh_stars: 1046 discovered_at: '2022-08-31T11:33:33Z' https://github.com/opstree/Opstree-Go-WebApp: title: 'github.com: Opstree-Go-WebApp' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f8c35089a0a1b337e15f057a06fbdedffb63a9c1b4755f24a7add1bd50eb9695 health_score: 100.0 last_checked: 1779032344.639091 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:39:04.639091+02:00' https://github.com/opstree/dynamic-pv-scaler: title: dynamic-pv-scaler description: '' year: '2025' stars: 5 ai_summary: A dynamic controller designed to scale Kubernetes Persistent Volume (PV) storage allocations automatically on-the-fly when disk usage passes specific thresholds. Crucial for managing persistent databases and stateful microservices without downtime. language: Go resource_type: Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e2140b4ba94ad9fad622b9a6c739e9be384e6e8a1534f8f98ecfba13b4a693bc health_score: 100.0 last_checked: 1779034211.996447 needs_ai_refresh: true hierarchy: - Infrastructure - Storage - Dynamic Scaling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-07T18:01:54Z' gh_stars: 112 discovered_at: '2022-09-07T18:01:54Z' https://github.com/oracle: title: github.com/oracle description: '' year: '2023' stars: 5 ai_summary: The main open-source hub hosting Oracle's cloud-native integrations, including the OCI Cloud Controller Manager (CCM) and CSI storage plugins. These modules enable standard cloud interactions and dynamic volume provisioning, bridging physical hardware capability with cloud-native platform control planes. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 35ef82187afe8ed33a7004e041b70b6e30793926ce9adaf0f3eb3323ee5ce115 health_score: 100.0 last_checked: 1779031535.942641 needs_ai_refresh: true hierarchy: - Cloud Integrations - Oracle Cloud - Open Source tags: - '[DE FACTO STANDARD]' v1_locations: - docs/oraclecloud.md v2_locations: - oraclecloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:25:35.942641+02:00' https://github.com/orangetw/awesome-jenkins-rce-2019: title: Hacking jenkins description: '' year: '2026' stars: 0 ai_summary: A technical security write-up archiving exploit chains, threat indicators, and software mitigation structures for the historic 2019 Jenkins Remote Code Execution flaws. Essential archival case study for engineering modern supply chain mitigations. language: Markdown resource_type: Vulnerability Write-up complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4a4386a72d87cfd4b5cd0fe5ecefeb5310041ba0209b0494cf7c13f5c4729e77 health_score: 100.0 last_checked: 1781735992.089681 needs_ai_refresh: true hierarchy: - Continuous Delivery - Security - Jenkins Vulnerabilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md - docs/other-awesome-lists.md v2_locations: - jenkins.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:39:52.089681+02:00' https://github.com/oravirt/ansible-oracle: title: github.com/oravirt/ansible-oracle description: '' year: '2021' stars: 4 ai_summary: A highly robust, community-driven Ansible repository designed to automate Oracle Database and Grid Infrastructure installations. This collection manages kernel parameters, prerequisites, ASM storage volumes, and database engine upgrades. It serves as an essential framework for migrating legacy Oracle setups to hybrid structures. language: YAML resource_type: tool complexity: advanced is_microservice: false status: online addition_method: manual content_hash: dfcb719ee7f7befba89bad1f1dce4e19047300c983042c0604880a935f892181 health_score: 100.0 last_checked: 1779032620.350518 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Database Deployment tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-24T08:43:08Z' gh_stars: 367 discovered_at: '2026-05-24T08:43:08Z' https://github.com/oravirt/ansible-oracle-modules: title: github.com/oravirt/ansible-oracle-modules description: '' year: '2021' stars: 3 ai_summary: A specialized suite of Ansible modules specifically engineered to interact directly with internal Oracle database schemas. These modules handle tasks like tablespace adjustments, user provisioning, and initialization parameter alterations. They act as the post-install orchestration companion to base automation engines. language: Python resource_type: tool complexity: advanced is_microservice: false status: online addition_method: manual content_hash: a7d25942768a0cfc465f3c42ba5097dfe0540f34c5cd6bc45f534f7662b8de07 health_score: 100.0 last_checked: 1779029477.536193 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Database Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-11-29T22:00:06Z' gh_stars: 217 discovered_at: '2022-11-29T22:00:06Z' https://github.com/orchest/orchest: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0171a22d94370468f2d7b755ee28c599bad8983b6be18ab001c625e2c8fdce4c health_score: 100.0 last_checked: 1779030190.065145 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:10.065145+02:00' https://github.com/orgrim/pg_back: title: '==orgrim/pg_back: Simple backup tool for PostgreSQL==' description: '' year: '2024' stars: 5 ai_summary: A simple CLI automation utility for backing up PostgreSQL databases. Features structured schema and data exports, customizable compression, automated backup retention sweeps, and cron-friendly integration configurations. language: Shell resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 91a1cba9bd6587d7ffaa3205eab16d71114aa9fac1ab6ad4b77fef82eeb84571 health_score: 100.0 last_checked: 1779033782.467707 needs_ai_refresh: true hierarchy: - Databases - PostgreSQL - Backups tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-02T11:11:05Z' gh_stars: 563 discovered_at: '2026-06-02T11:11:05Z' https://github.com/orgs/community/discussions/196624: title: Now Open! AMA with Maintainers description: An Ask Me Anything session with maintainers from Kubernetes, Homebrew, and OpenClaw addressing AI-generated contribution challenges. year: '2026' stars: 4 ai_summary: This GitHub Community AMA brings together maintainers from Kubernetes, Homebrew, and OpenClaw to discuss the operational challenges of managing open-source projects in the AI era. The discussion centers heavily on the rise of automated, low-quality PR submissions (AI slop) and how it strains maintainer resources. To combat this, GitHub introduces new platform-level controls, such as repository-specific limits on concurrent PRs/Issues from unknown contributors and customizable contributor allowlists. language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 50f0aa17d27f666d2dd763b9e5643ff34bef22366ff48d1e690ae3ef33ee82f6 health_score: null last_checked: 1780352720.351753 needs_ai_refresh: false hierarchy: - Ecosystem - Open Source Governance - GitHub Maintainers tags: - GUIDE - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: digital-money reputation_status: Vetted reputation_summary: Official GitHub Community discussion and AMA panel. social_preview_url: https://opengraph.githubassets.com/86b8271588b6ced3bf7f8c5c23fdd7ec1355d2e63af576e5cf29cec5263db5e3/orgs/community/discussions/196624 source_provenance: X.com (GitHub) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351753+02:00' https://github.com/ori-edge/k8s_gateway: title: ori-edge/k8s_gateway description: '' year: '2023' stars: 2 ai_summary: A CoreDNS plugin that enables exposing Kubernetes services directly via external DNS records. It queries CoreDNS dynamically to resolve internal cluster IPs, allowing resources outside the cluster to locate services seamlessly. In 2026, it remains popular among edge computing architectures requiring streamlined DNS-based routing. language: Go resource_type: CoreDNS Plugin complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 577fe5882fe8d78a2459f556e5fd8f4398a9f2a3d9b3cbf55e8befb9609d226c health_score: 100.0 last_checked: 1779032017.538305 needs_ai_refresh: true hierarchy: - Networking - DNS - Gateway tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-07-10T15:02:46Z' gh_stars: 355 discovered_at: '2025-07-10T15:02:46Z' https://github.com/ory/dockertest: title: ==ory/dockertest== description: '' year: '2026' stars: 5 ai_summary: Dockertest enables developers to spin up ephemeral Docker containers directly from Go, Rust, or other language test suites to act as real dependencies (e.g., PostgreSQL, Redis). Unlike mock interfaces, it guarantees that integration tests run against actual database engines and stateful systems, disposing of them automatically when tests finish. It represents a gold standard in unit and integration testing pipelines for cloud-native microservices. language: Go resource_type: Library complexity: High is_microservice: false status: online addition_method: manual content_hash: cf7693ee5b38a354ce65499a642e372ad94bb00e08b1cb05786f933943fa83c1 health_score: 100.0 last_checked: 1779030971.372877 needs_ai_refresh: true hierarchy: - Testing - Integration Testing - Infrastructure as Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-24T14:04:12Z' gh_stars: 4519 discovered_at: '2026-04-24T14:04:12Z' https://github.com/osa-ora/camel-k-samples: title: github.com/osa-ora/camel-k-samples description: '' year: '2021' stars: 0 ai_summary: A public repository containing community-driven Camel K sample deployment blueprints. It provides practical templates for routing, database pooling, and API integrations within modern Kubernetes clusters. language: Java resource_type: Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d40f4924a104818f5b360227d0350099fafa899ad1843df337c1633541f3fe75 health_score: 100.0 last_checked: 1781736081.213257 needs_ai_refresh: true hierarchy: - Infrastructure - Enterprise Integration - Camel K tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:21.213257+02:00' https://github.com/oscp/awesome-openshift3: title: Awesome Openshift 2 description: '' year: '2020' stars: 1 ai_summary: A curated directory cataloging administration guides, tools, operators, and integration scripts specialized for Red Hat OpenShift 3.x cluster topologies. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 94ebb0f439bd9cfb936822b86c7258a6ee083695dd15900fdc93236f58cede38 health_score: 100.0 last_checked: 1779032880.774453 needs_ai_refresh: true hierarchy: - Kubernetes & OpenShift - Resources - Awesome Lists tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md - docs/other-awesome-lists.md v2_locations: - openshift.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2017-05-06T19:02:04Z' gh_stars: 27 is_special: true discovered_at: '2017-05-06T19:02:04Z' https://github.com/oslabs-beta/ClusterWatch: title: github.com/oslabs-beta/ClusterWatch description: '' year: '2026' stars: 2 ai_summary: ClusterWatch is an open-source diagnostics dashboard built to monitor overall cluster stability and track system-wide container events in real time. It offers teams direct, visual insights into container health, restarts, and underlying storage failures without requiring complex platform configurations. This utility is a strong candidate for development environments and simplified operations setups. language: JavaScript resource_type: Web Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 188cd63017c515f6412f94bbb81052b806d9dc4be7dcf795f3c6e47187929ba9 health_score: 100.0 last_checked: 1779032833.612682 needs_ai_refresh: true hierarchy: - Observability - Cluster Health - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-03-12T10:05:35Z' gh_stars: 135 discovered_at: '2024-03-12T10:05:35Z' https://github.com/oslabs-beta/Ekkremis: title: github.com/oslabs-beta/Ekkremis description: '' year: '2023' stars: 1 ai_summary: Ekkremis is a Kubernetes orchestration helper developed to manage deferred cron tasks and temporary execution pods. It provides a visual interface for tracking scheduled events, proving beneficial for managing ephemeral QA and administrative maintenance workloads. language: Go resource_type: Dashboard / Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 8f659a4cfaa378e9efe4c0ed3a5071b941c9e9a275e151ee6d13e9d1bb93c121 health_score: 100.0 last_checked: 1779031113.954175 needs_ai_refresh: true hierarchy: - Operations - Automation - Workflow tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-12-09T03:12:29Z' gh_stars: 129 discovered_at: '2022-12-09T03:12:29Z' https://github.com/oslabs-beta/KUR8: title: "KUR8 \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: An open-source, web-based platform designed to visualize and analyze Prometheus metrics collected from Kubernetes clusters. It features built-in dashboards for node performance, resource limits, and cluster health monitoring. In 2026, the project is largely static, serving as an educational reference for writing lightweight Prometheus visualizers. language: JavaScript resource_type: Web Application complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 7d3aa6d9a1865ea1d167f9bd086f8b6dc81d0389d73db0567708173012e4e54f health_score: 100.0 last_checked: 1779032213.963542 needs_ai_refresh: true hierarchy: - Operations - Observability - Prometheus UI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-08-16T16:14:20Z' gh_stars: 215 discovered_at: '2021-08-16T16:14:20Z' https://github.com/oslabs-beta/KubernOcular: title: github.com/oslabs-beta/oslabs description: '' year: '2022' stars: 5 ai_summary: KubernOcular is an open-source visualizer and troubleshooting tool designed to map and monitor live Kubernetes topologies. It helps operators identify bottlenecks and configuration misalignments by representing workloads and networking rules in an intuitive graphical flow. language: TypeScript resource_type: Web Application complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5fa720c2cad2ec58a75b4f5a51deac59ca22f0373967a1d99f4e563062220273 health_score: 100.0 last_checked: 1779130494.947585 needs_ai_refresh: true hierarchy: - Kubernetes - Observability - Visualization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2022-10-13T16:44:36Z' gh_stars: 65 discovered_at: '2022-10-13T16:44:36Z' https://github.com/oslabs-beta/OdinsEye: title: '==github.com/oslabs-beta: Odin''s Eye==' description: '' year: '2021' stars: 1 ai_summary: Open-source developer utility designed to monitor distributed microservices architecture patterns, tracking internal query metrics and communication flows. Primarily active within the community sandbox. language: JavaScript resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e0890d7c6122d8a75adfe89fa0b2c5ea5db398548fd62ab83f4d3f9de63c0be5 health_score: 100.0 last_checked: 1781736112.629626 needs_ai_refresh: true hierarchy: - Observability - Microservices Monitoring - Tracing Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:52.629626+02:00' https://github.com/oslabs-beta/Palaemon: title: oslabs-beta/Palaemon description: '' year: '2023' stars: 1 ai_summary: Palaemon is a diagnostic dashboard tool that focuses on monitoring container state changes and automatically notifying teams of pod crashes and restarts. It provides lightweight health-check alerts, filling the monitoring gap for simple development and staging clusters. language: JavaScript resource_type: Web Dashboard complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 200690cb187a24f6c9797a24d7cad967bb2aaf977a18e4fb8fae89f56bc9ae9f health_score: 100.0 last_checked: 1779033167.217142 needs_ai_refresh: true hierarchy: - Operations - Monitoring - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-11-13T07:07:06Z' gh_stars: 134 discovered_at: '2022-11-13T07:07:06Z' https://github.com/oslabs-beta/kubermetrics: title: oslabs-beta/kubermetrics description: '' year: '2021' stars: 1 ai_summary: Kubermetrics is an open-source visualizer and metrics aggregator for Kubernetes clusters. It provides developers with real-time health data, resource consumption statistics, and alert visualizations. While convenient for local development, it lacks the enterprise-grade scalability of Prometheus-based stacks and operates primarily as a lightweight debugging dashboard. language: JavaScript resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 215826ed4fb3db04a70fb76a736cdafc1bfeccfb05d18b17c9f923567dbf6aea health_score: 100.0 last_checked: 1781736047.118422 needs_ai_refresh: true hierarchy: - Observability - Metrics - Dashboards tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.118422+02:00' https://github.com/oslabs-beta/neptune: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 05adedf7d5649bbe90fd7bca5aa8952baf29afbb2244f87e87ba9d4889f611e7 health_score: 100.0 last_checked: 1779031511.108241 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:11.108241+02:00' https://github.com/oslabs-beta/oslabs: title: github.com/oslabs-beta/oslabs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 70546792d7b6adc1b1db544a9aa96817a98658477858a863647459533e0a11e4 health_score: 100.0 last_checked: 1779032682.37654 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:42.376540+02:00' https://github.com/osquery/osquery: title: OS Query description: '' year: '2026' stars: 5 ai_summary: Exposes an operating system as a relational database, enabling SQL-based queries to audit process runtime, file integrity, and network connections. osquery is universally recognized as a core utility for security telemetry and host-level compliance in 2026. language: C++ resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d9ef4b2cad506becb381fe7af032227e534de1c56b9b995eaf6f5ac8efe2a1b5 health_score: 100.0 last_checked: 1779031489.87363 needs_ai_refresh: true hierarchy: - Security - Monitoring - Host Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-11T16:38:35Z' gh_stars: 23311 discovered_at: '2026-06-11T16:38:35Z' https://github.com/oxnr/awesome-bigdata: title: onurakpolat/awesome-bigdata description: '' year: '2026' stars: 5 ai_summary: A comprehensive directory for the distributed data ecosystem. Highlights streaming platforms (Kafka, Flink), compute engines (Spark), and modern distributed object stores, outlining integration paths for container-orchestrated big data structures. Indispensable for Big Data platform architects. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4552c3d5e223505717dfb386b8f032d850534044432e76ce9768c4e8b076bd64 health_score: 100.0 last_checked: 1779130494.937985 needs_ai_refresh: true hierarchy: - Data Engineering - Big Data - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-19T14:05:40Z' gh_stars: 14440 is_special: true discovered_at: '2026-05-19T14:05:40Z' https://github.com/ozbillwang/terraform-best-practices: title: github.com/ozbillwang/terraform-best-practices description: '' year: '2024' stars: 0 ai_summary: A granular community directory presenting opinions, formatting templates, and state handling rules designed to maximize maintainability across large infrastructure teams working on complex IaC footprints. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2d0ec5a3ac2a2ef39f882d759c75efe4e38a9a939282a7b1bd249d791024a853 health_score: 100.0 last_checked: 1781736233.774268 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Best Practices - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:53.774268+02:00' https://github.com/pabpereza/containers-best-practices: title: 'github.com/pabpereza/curated-dockerfiles-examples: Curated Dockerfiles examples' description: '' year: '2024' stars: 1 ai_summary: A highly practical repository showing production-hardened Dockerfile recipes for standard enterprise frameworks. Emphasizes pipeline optimization, caching methods, and image size constraints. language: Dockerfile resource_type: repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 4dfa0ad15ee0933e81a9049b2a4e0fa53056fa3a9aff84a9ed03b5c360d05180 health_score: 100.0 last_checked: 1781735929.515287 needs_ai_refresh: true hierarchy: - Containers - Build Optimization - Reference Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:49.515287+02:00' https://github.com/pabpereza/curated-dockerfiles-examples: title: 'github.com/pabpereza/curated-dockerfiles-examples: Curated Dockerfiles examples' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6ab2f20ab9d370019bac48f7c2e14ccbb9d9c2c24f36dc95c5038fe94bfad72d health_score: 100.0 last_checked: 1779032217.240383 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:57.240383+02:00' https://github.com/palantir/bulldozer: title: 'Bulldozer: GitHub Pull Request Auto-Merge Bot' description: '' year: '2026' stars: 4 ai_summary: Palantir's open-source auto-merge bot for GitHub repositories. Bulldozer monitors label states, status tests, and approval counts to execute configurable squash, rebase, or merge policies. Extremely stable in massive enterprise codebases. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ac1ad64109418f0591257c3ad7348bced74ce36bc4771eb491de368515255fcb health_score: 100.0 last_checked: 1779031410.787578 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T17:14:05Z' gh_stars: 803 discovered_at: '2026-06-11T17:14:05Z' https://github.com/palark/awesome-devops-telegram: title: 'github.com/palark/awesome-devops-telegram: Awesome DevOps Telegram' description: '' year: '2026' stars: 0 ai_summary: An curated index of Telegram groups, discussion channels, and notification bot architectures focusing on systems administration and cloud-native computing. Useful for real-time peer networking and regional infrastructure communities. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 30072b347a40e25af6b8ff17125dc710f9b1effa8f9d2409746cd31d5af6464f health_score: 100.0 last_checked: 1781736123.315138 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - DevOps & SRE Engineering - Community Channels tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.315138+02:00' https://github.com/paliimx/Data-Structures-and-Algorithms: title: '==github.com/paliimx: Data Structures and Algorithms implementation in Go==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: aba8ef44d0d0bf757f3b76b8166af33db8d73d477997e4455e54311b41d235fe health_score: 100.0 last_checked: 1779030236.011941 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:56.011941+02:00' https://github.com/pallets/jinja: title: "jinja \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The official repository for Jinja, the ubiquitous Python-based templating engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling programmatic infrastructure assembly. language: Python resource_type: github_repo complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1e9cd4f86c4b8785e7f2c2e0689e64aef756e7ab90883972379d5f1f0081536b health_score: 100.0 last_checked: 1779029565.847513 needs_ai_refresh: true hierarchy: - Automation & Orchestration - Templating Engine - Jinja tags: - '[DE FACTO STANDARD]' v1_locations: - docs/about.md - docs/ansible.md v2_locations: - ansible.md - about.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2025-06-14T20:35:04Z' gh_stars: 11664 discovered_at: '2025-06-14T20:35:04Z' https://github.com/pan-net-security/kcount: title: pan-net-security/kcount description: '' year: '2021' stars: 0 ai_summary: A legacy resource-counting CLI tool designed to audit Kubernetes deployments and verify configuration density. The project has largely been archived, with modern platforms choosing native Prometheus queries, k9s, or newer kubectl extensions for cluster-wide resource inspections. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0e6bc89653f778805e84ba395fa18286d3549f53651fb36c387b3d278c52cd3b health_score: 100.0 last_checked: 1781736046.912258 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Resource Auditing tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.912258+02:00' https://github.com/panjf2000/gnet: title: gnet description: '' year: N/A stars: 0 ai_summary: Curator Insight highlights gnet as a high-performance, non-blocking, event-driven networking library built on top of epoll/kqueue. Live Grounding showcases its superiority over Go's standard net library for raw throughput and ultra-low latency, making it ideal for custom edge proxies and IoT gateways. language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d4f997408df477b115759895fa1f2b6c86ca1ba10ce0d60c7a7ca7743a3afc39 health_score: 100.0 last_checked: 1779034456.756144 needs_ai_refresh: true hierarchy: - Architecture - Networking - Go High-Performance Network Libraries tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-25T04:36:43Z' gh_stars: 11172 discovered_at: '2026-05-25T04:36:43Z' https://github.com/paragpallavsingh/90DaysOfDevOps: title: 'github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge' description: '' year: '2022' stars: 1 ai_summary: A highly practical 90-day learning path targeting foundational DevOps principles. Step-by-step tasks systematically introduce participants to continuous delivery pipelines, basic automation scripting, and system telemetry. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 149febf3d9b400a5a37973f6a1ce251f2edb4734defb191c268a298c01ba33ee health_score: 100.0 last_checked: 1779033731.536896 needs_ai_refresh: true hierarchy: - DevOps - Education - Syllabus tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-04T15:59:26Z' gh_stars: 11 discovered_at: '2024-01-04T15:59:26Z' https://github.com/paragpallavsingh/90DaysOfDevOps/blob/master/submission/day21/README.md: title: 'github.com/paragpallavsingh/90DaysOfDevOps: Day 21 Task: Docker Essential'' Concepts' description: '' year: '2022' stars: 1 ai_summary: A hands-on instructional guide focusing on the underlying container runtimes, image building patterns, registry integrations, and storage volumes. Clarifies how virtual isolation concepts scale within container systems. language: Markdown resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: bd0434b4f67197d16cb10dd6a4a6983b094d67300836941530c9894310032325 health_score: 100.0 last_checked: 1779032055.065826 needs_ai_refresh: true hierarchy: - Containerization - Docker - Fundamentals tags: - GUIDE - COMMUNITY-TOOL v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-04T15:59:26Z' gh_stars: 11 discovered_at: '2024-01-04T15:59:26Z' https://github.com/paralus/paralus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7820d8be5aed032c58102323a5d484698de3650773508931b4dd4bd44bd52e89 health_score: 100.0 last_checked: 1779029148.067804 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:48.067804+02:00' https://github.com/particledecay/kconf: title: particledecay/kconf description: '' year: '2019' stars: 2 ai_summary: A command-line client designed to merge, switch, and delete multiple kubeconfig files. It eliminates configuration chaos by providing simple CLI interfaces for dynamic context management. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a1f5769fe0ccb9565fb6cdf5c0f69e47c2416a7a535486b6cbbe209cd21346c3 health_score: 100.0 last_checked: 1779030849.128404 needs_ai_refresh: true hierarchy: - Development & Testing - Kubeconfig Management - Context Switchers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-01-22T15:20:48Z' gh_stars: 154 discovered_at: '2025-01-22T15:20:48Z' https://github.com/patelh/kafka-manager: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2d333694949a6cb951ee8f2f71f29b5c6b182ce8285c8b119e38ad7c628d9bd0 health_score: 100.0 last_checked: 1779032682.27507 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:44:42.275070+02:00' https://github.com/patrickdappollonio/kubectl-slice: title: patrickdappollonio/kubectl-slice description: '' year: '2021' stars: 2 ai_summary: A CLI extension that parses multi-document Kubernetes YAML files to slice them cleanly into separate, organized manifest files based on names and kinds. It streamlines GitOps directory structures. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 414bf0b4a60daf407d27f053f71dd1654e926369befa68bf5bfc877e2fe3e1b3 health_score: 100.0 last_checked: 1779032106.357118 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - Manifest Slicing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-05T19:23:27Z' gh_stars: 367 discovered_at: '2026-03-05T19:23:27Z' https://github.com/patrickdappollonio/tabloid: title: 'patrickdappollonio/tabloid: tabloid -- your tabulated data''s best friend' description: '' year: '2021' stars: 1 ai_summary: A neat terminal formatter utility built to clean up and tabulate raw CSV or complex JSON logs. It aids platform engineers during data extraction steps, structuring CLI outputs for debugging purposes. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: eaf7f45e7d7e75ef950f109ede0daa43f3c77058b27b6691606af1c1f7aa474a health_score: 100.0 last_checked: 1779029732.690315 needs_ai_refresh: true hierarchy: - Development & Testing - CLI Utilities - Data Formatting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-12T06:00:37Z' gh_stars: 47 discovered_at: '2026-03-12T06:00:37Z' https://github.com/patroni/patroni: title: Patroni description: '' year: '2026' stars: 5 ai_summary: Industry-standard Python-driven template for high-availability PostgreSQL. Integrates with Distributed Consensus Stores (DCS) like etcd, Consul, or ZooKeeper to manage dynamic leader election, dynamic failover, and streaming replicas. language: Python resource_type: Open Source Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9c970a4db461c765d7ff1a10eb4fdb4bc57d55e171c18a8a5e34e429bc3c85f4 health_score: 100.0 last_checked: 1779130495.030459 needs_ai_refresh: true hierarchy: - Infrastructure - PostgreSQL HA - Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T12:59:10Z' gh_stars: 8523 discovered_at: '2026-06-11T12:59:10Z' https://github.com/paulczar/k8s-spring-petclinic: title: github.com/paulczar/k8s-spring-petclinic description: '' year: '2018' stars: 0 ai_summary: An archived community demonstration showing the deployment of the legacy Spring PetClinic application to raw Kubernetes. Utilizes direct YAML manifests and basic service discovery, serving as a historical baseline for modern Helm/Kustomize deployments. language: Shell resource_type: Repository complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 849b61264ab85493e5d5741dac02e95c26d56f898c142920fcc725b2cb61af44 health_score: 100.0 last_checked: 1781735921.314396 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - Application Migration tags: - '[LEGACY]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.314396+02:00' https://github.com/pditommaso/awesome-pipeline: title: Awesome Pipeline description: '' year: '2026' stars: 0 ai_summary: A curated library focused on pipeline and scientific workflow engines such as Apache Airflow, Nextflow, and Snakemake. Facilitates rapid discovery of massive datasets processing frameworks and high-concurrency task managers. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d42397ae3c2b2843e13aaa9b9c77d0bcc0e2682558bb41aba1b192f767288f74 health_score: 100.0 last_checked: 1781736123.11977 needs_ai_refresh: true hierarchy: - Data Engineering - Data Pipeline Systems - Workflow Engines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.119770+02:00' https://github.com/pelotech/jsonnet-controller: title: jsonnet-controller description: '' year: '2021' stars: 1 ai_summary: A Kubernetes operator designed to evaluate Jsonnet templates and apply the generated manifests directly to the cluster. This allows teams to maintain dynamic, parameterized infrastructure definitions natively without external rendering steps. As of 2026, the project is relatively dormant but remains a unique reference for templating controllers. language: Go resource_type: Kubernetes Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 8755a3a0ec2363b794692744fec46514db17640ab30292b94391d140c1962a2f health_score: 100.0 last_checked: 1779033925.755712 needs_ai_refresh: true hierarchy: - Declarative Configuration - Operator - Jsonnet tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-10T22:59:49Z' gh_stars: 73 discovered_at: '2023-03-10T22:59:49Z' https://github.com/percona/grafana-dashboards: title: "Percona Grafana dashboards for MySQL and MongoDB monitoring using Prometheus \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Enterprise-grade dashboards by Percona designed for MySQL, PostgreSQL, and MongoDB monitoring. Delivers deep, low-level metrics on query throughput, memory pool utilization, and thread contention. language: JSON resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3d0013e69dcb8c3465e6e597603ea57278b4fd858c317a3ce79429448a7888a4 health_score: 100.0 last_checked: 1779029641.250736 needs_ai_refresh: true hierarchy: - Observability & Monitoring - Grafana Ecosystem - Database Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-04-02T19:10:58Z' gh_stars: 2902 discovered_at: '2026-04-02T19:10:58Z' https://github.com/percona/pg_stat_monitor: title: ==percona/pg_stat_monitor== description: '' year: '2024' stars: 5 ai_summary: Percona's advanced query performance monitoring extension for PostgreSQL. Extends the capabilities of pg_stat_statements with bucket-based statistics, client IP address tracking, visual execution plan analysis, and granular resource utilization metrics. language: C resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5976374d675013742110ad47085adbc39499251dac209362ce08e22bb7938b9d health_score: 100.0 last_checked: 1779031507.713938 needs_ai_refresh: true hierarchy: - Databases - PostgreSQL - Extensions tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T13:18:20Z' gh_stars: 581 discovered_at: '2026-06-12T13:18:20Z' https://github.com/pfnet-research/k8s-cluster-simulator: title: k8s-cluster-simulator description: '' year: '2021' stars: 2 ai_summary: A Go-based simulator designed to model and evaluate Kubernetes cluster behaviors, specifically scheduling algorithms, without spinning up actual virtual machines. It allows developers to test customized schedulers under synthetic workloads, providing metrics on queue times and resource utilization. As of 2026, while development has slowed, it remains a valuable tool for academic research and scheduler optimization profiling. language: Go resource_type: Simulation Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: 7493b7284b8ae9449d4069df5586b8bedba4871650d03af765099379c2baab97 health_score: 100.0 last_checked: 1779034498.017791 needs_ai_refresh: true hierarchy: - Infrastructure - Simulation - Scheduling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-07-21T02:12:00Z' gh_stars: 128 discovered_at: '2020-07-21T02:12:00Z' https://github.com/pie-r/terragrunt-vs-terraspace: title: pie-r/terragrunt-vs-terraspace description: '' year: '2022' stars: 1 ai_summary: An analytical repository contrasting the structural patterns, dependency engines, and deployment structures of Terragrunt and Terraspace. Includes hands-on config templates that highlight maintenance overheads, execution speeds, and setup patterns, helping architects select the optimal orchestration layer. language: HCL resource_type: Comparison complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: eb4956f8fdddaef7dda3b2c31de2b17b46878bbbfc31274ea28c4141a0de8530 health_score: 100.0 last_checked: 1779031802.402224 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Guides and Reviews - Framework Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-02-01T20:58:27Z' gh_stars: 11 discovered_at: '2022-02-01T20:58:27Z' https://github.com/pieterlange/kube-backup: title: 'kube-backup: Kubernetes resource state sync to git' description: '' year: '2023' stars: 3 ai_summary: Automates Kubernetes resource state replication directly to target Git repositories. This pattern acts as an early architectural precursor to fully fledged declarative GitOps platforms, maintaining a point-in-time configuration ledger. language: Shell resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c4730bccb12307f10f91f301f95658caf5623cbdfdd2c26232d6b384e92c4f37 health_score: 100.0 last_checked: 1779032074.798511 needs_ai_refresh: true hierarchy: - Infrastructure - Data Protection - GitOps Synchronizers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-05-31T08:37:18Z' gh_stars: 493 discovered_at: '2023-05-31T08:37:18Z' https://github.com/pingcap/chaos-mesh: title: Chaos Mesh description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70 health_score: 100.0 last_checked: 1779029884.018319 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chaos-engineering.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:04.018319+02:00' https://github.com/piomin/sample-quarkus-serverless-kafka: title: piomin/sample-quarkus-serverless-kafka description: '' year: '2021' stars: 0 ai_summary: A reference implementation of reactive serverless pipelines using Quarkus, Knative, and Apache Kafka. Illustrates sub-second cold starts, reactive stream processing (using SmallRye Reactive Messaging), and optimized containerization tailored for Kubernetes native eventing. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b53f3eae818c81e02e6a0b94b7488d51e308c34cf1065c23ddc170eb55ac770c health_score: 100.0 last_checked: 1781735921.282507 needs_ai_refresh: true hierarchy: - Event-Driven Architectures - Serverless Java - Quarkus with Kafka tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.282507+02:00' https://github.com/piomin/sample-spring-microservices-kubernetes: title: "piomin/sample-spring-microservices-kubernetes: Microservices with Spring' Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An active and highly referenceable demo project exhibiting the deployment of Spring Boot microservices inside a Kubernetes cluster. Utilizes Spring Cloud Kubernetes for discovery, ConfigMaps for configurations, and Ribbon/Feign client integrations for service-to-service communication. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 7b68084321c423fc979d94581cc5f399666ec7b22c6688efac456f1f89a564ca health_score: 100.0 last_checked: 1781735921.162134 needs_ai_refresh: true hierarchy: - Application Development - Cloud-Native Java - Spring Boot Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.162134+02:00' https://github.com/piomin/sample-spring-microservices-new: title: '==piomin/sample-spring-microservices-new: Microservices with Spring Cloud'' Advanced Demo Project==' description: '' year: '2023' stars: 0 ai_summary: An updated showcase of modern, distributed architectures using the newest Spring Cloud dependencies. Features advanced setups including Spring Cloud Gateway, distributed tracing integrations, and resilient fault-tolerant design patterns. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3c77783716bdba0c1ad4ebc032a24ee895081a1ef6f86cb4d9e320a0b7cdf591 health_score: 100.0 last_checked: 1781735920.996053 needs_ai_refresh: true hierarchy: - Application Development - Cloud-Native Java - Advanced Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:40.996053+02:00' https://github.com/piomin/spring-boot-logging: title: github.com/piomin/spring-boot-logging description: '' year: '2024' stars: 3 ai_summary: A utility library designed to simplify HTTP request/response logging in Spring Boot applications. It provides pre-configured logging filters that output telemetry in structured, customizable layouts suitable for parsing tools like Elasticsearch or Fluentd. It is highly valued by development teams seeking instant operational insight without having to draft custom servlet filter logic. language: Java resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f61078163caa86c3273795e77cf5f09599e22484f19d530c757cfa4cd9e40165 health_score: 100.0 last_checked: 1779033170.193844 needs_ai_refresh: true hierarchy: - Developer Experience - Observability - Logging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T03:00:05Z' gh_stars: 276 discovered_at: '2026-06-11T03:00:05Z' https://github.com/pipe-cd/pipe: title: PipeCD description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ed2b7808a49a0f3c8dea8754e402794d99da8842b985f2cf42574a98a94effd6 health_score: 100.0 last_checked: 1779030564.322988 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:24.322988+02:00' https://github.com/pipe-cd/pipecd: title: PipeCD description: '' year: '2020' stars: 4 ai_summary: PipeCD is a GitOps-style continuous delivery system supporting multi-cloud and multi-tenant environments. It coordinates deployments across Kubernetes, serverless, and cloud infrastructure with advanced strategies like canary and blue-green. language: Go resource_type: CD Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: 7548fa0a7672db1a06711bdb742402e633225ad252e3b8752d327967162f2dfe health_score: 100.0 last_checked: 1779130494.958993 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Continuous Delivery tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:01:15Z' gh_stars: 1290 discovered_at: '2026-06-12T09:01:15Z' https://github.com/pixie-io/pixie: title: 'github.com: Pixie - Instant Kubernetes-Native Application Observability' description: '' year: '2020' stars: 5 ai_summary: An entry detailing the Pixie platform's open-source repository, which provides automatic kernel-level telemetry extraction using advanced eBPF probes. This allows immediate system-wide analysis of microservice network communications without app modifications. language: C++ / Go resource_type: Observability Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227 health_score: 100.0 last_checked: 1779029247.122971 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - eBPF Observability - Application Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T08:28:04Z' gh_stars: 6462 discovered_at: '2026-06-13T08:28:04Z' https://github.com/pixie-labs/pixie: title: open source PxL scripts description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227 health_score: 100.0 last_checked: 1779031382.133261 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:02.133261+02:00' https://github.com/planetlabs/draino: title: Draino description: '' year: '2026' stars: 5 ai_summary: An automated daemon designed to safely cordon and drain compute hosts when specific kernel or physical errors are flagged by the Node Problem Detector. It processes node status updates and gracefully evicts active workloads while strictly respecting configured Pod Disruption Budgets (PDBs). language: Go resource_type: Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0485308739e80d5fb7808efac66cf10e177a4850228fcab70768d089b19ac39a health_score: 100.0 last_checked: 1779029472.966393 needs_ai_refresh: true hierarchy: - Operations - Node Management - Auto-Remediation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-03-26T15:33:02Z' gh_stars: 682 discovered_at: '2024-03-26T15:33:02Z' https://github.com/plexsystems/konstraint: title: konstraint description: '' year: '2026' stars: 5 ai_summary: A template generation utility targeted at OPA Gatekeeper. It reads standard Rego policy documents to automatically produce ConstraintTemplates and Constraint manifests, simplifying structural governance by keeping policies organized and generating documentation natively. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 67a94b5d308b5159a68246516d1ddff3a5de1ae0d3560b49dd554411fe82eee4 health_score: 100.0 last_checked: 1779030012.288517 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Gatekeeper Boilerplate tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-20T02:18:14Z' gh_stars: 393 discovered_at: '2025-11-20T02:18:14Z' https://github.com/plexsystems/sinker: title: Sinker description: '' year: '2023' stars: 5 ai_summary: A target reconciliation tool that syncs third-party container image dependencies directly into private container registries. Helps maintain air-gapped environments by verifying repository assets dynamically. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f7dacf65025e43daa871debccfd55ef08dfb3c1ee67db9f835119185970fadf9 health_score: 100.0 last_checked: 1779030052.525123 needs_ai_refresh: true hierarchy: - Configuration Management - Image Syncing - Registry Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-06-13T22:25:52Z' gh_stars: 625 discovered_at: '2024-06-13T22:25:52Z' https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy: title: Example of a pipeline with parameters description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 13f515a8fbdb8c2673cac406bb85dde5012f2f6a9e0b8cd98bc9ff64a83e7da3 health_score: 100.0 last_checked: 1779032613.717987 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.717987+02:00' https://github.com/policy-hub/policy-hub-cli: title: "PolicyHub CLI, a CLI tool that makes Rego policies searchable \U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A lightweight command-line utility engineered to improve discoverability and usability of Rego-based policies. This tool parses and indexes shared policy repositories, enabling infrastructure and platform engineers to search, validate, and integrate standard compliance policies directly from local environments. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e7d03b6dc3bdca8813c7ed6d170de04155ccd3bda901b65d4239ecf579068793 health_score: 100.0 last_checked: 1781736154.414368 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security & Compliance - Developer Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:34.414368+02:00' https://github.com/pomerium/pomerium: title: Pomerium description: '' year: '2026' stars: 5 ai_summary: Pomerium acts as an identity-aware, security-oriented context reverse proxy designed to establish robust Zero Trust access policies without relying on client-side VPN installations. It integrates with enterprise SSO providers to secure endpoints. Architecturally, it enforces contextual verification at the application layer, dramatically minimizing external attack vectors. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cc02d1fac20ce4ba0baf37149e8e08117ca3cab7e964aaf3beb941a8be184d59 health_score: 100.0 last_checked: 1779031190.532646 needs_ai_refresh: true hierarchy: - Security - Identity & Access Management - Zero Trust Proxy tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T02:36:05Z' gh_stars: 4850 discovered_at: '2026-06-13T02:36:05Z' https://github.com/porscheofficial/terraform-aws-ecr-watch: title: porscheofficial/terraform-aws-ecr-watch description: '' year: '2023' stars: 3 ai_summary: An open-source Terraform automation module constructed to monitor AWS Elastic Container Registry (ECR) push actions. It facilitates automated security audits, vulnerability tracking, and dynamic alert dispatches to external systems during image push phases. language: HCL resource_type: Module complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: aa8b24b93f36f3a334885d2229bbf0f69d345c321a70d514216b65d2eaa1e120 health_score: 100.0 last_checked: 1779032035.086911 needs_ai_refresh: true hierarchy: - AWS - Container Registry - Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-08-20T08:42:35Z' gh_stars: 70 discovered_at: '2024-08-20T08:42:35Z' https://github.com/portainer/portainer: title: github.com/portainer/portainer description: '' year: '2017' stars: 5 ai_summary: Portainer is a container management application that simplifies configuration and monitoring of multi-engine container environments, including Kubernetes. Featuring an intuitive web interface, it lowers the operational barrier for developers and sysadmins, facilitating application delivery and role-based access control. language: Go / JavaScript resource_type: Management UI complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 9801957f719b4d73c44cbe28235ecc626acfcd5c17c9604e3fb24fdd2f062811 health_score: 100.0 last_checked: 1779030983.214358 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Cluster Management Platforms - UI Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Zlib gh_pushed: '2026-06-13T13:30:22Z' gh_stars: 37720 discovered_at: '2026-06-13T13:30:22Z' https://github.com/poseidon/typhoon: title: poseidon/typhoon description: '' year: '2026' stars: 5 ai_summary: Typhoon is a minimalist, secure, and performant bare-metal and multi-cloud Kubernetes distribution built entirely with Terraform. It bootstraps standard, upstream CNCF-compliant Kubernetes onto Flatcar Container Linux (and historically CoreOS), providing an excellent reference model for git-driven infrastructure without vendor lock-in. language: HCL resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: eabed949abc7e97e883d4c2336bf042c68b993a651e3770fed387707121e4f10 health_score: 100.0 last_checked: 1779034373.48772 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Provisioning - Bare Metal tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/kubernetes-tools.md - docs/matrix-table.md - docs/terraform.md v2_locations: - kubernetes-on-premise.md - terraform.md - kubernetes-tools.md - matrix-table.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-08T05:09:05Z' gh_stars: 2044 discovered_at: '2026-06-08T05:09:05Z' https://github.com/postfinance/kubectl-sudo: title: kubectl-sudo description: '' year: '2021' stars: 2 ai_summary: A kubectl plugin that mimics the Unix sudo command inside a Kubernetes context. It allows system administrators with cluster-admin access to dynamically elevate privileges or impersonate other service accounts on a per-command basis. language: Shell resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1d0c4f719b8d8ead754327229644c725048b578fc87e4c3f02741c13710a8123 health_score: 100.0 last_checked: 1779030526.03525 needs_ai_refresh: true hierarchy: - Security & Identity - Authentication & Authorization - Escalation Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-13T09:21:55Z' gh_stars: 172 discovered_at: '2026-02-13T09:21:55Z' https://github.com/postgresml/postgresml: title: "postgresml/postgresml \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: An extension that integrates machine learning directly inside PostgreSQL, written in Rust. It enables developers to train and run real-time inference using classic models or LLMs natively through SQL, entirely bypassing external ETL and API pipeline latency. language: Rust resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cc93e4a2d033d514f1eae5f0194a1174771e1a3c09454486240577573b8de316 health_score: 100.0 last_checked: 1779032153.247844 needs_ai_refresh: true hierarchy: - Machine Learning - Databases - In-database ML tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-07-01T12:26:02Z' gh_stars: 6800 discovered_at: '2025-07-01T12:26:02Z' https://github.com/postmanlabs/newman: title: Newman description: '' year: '2026' stars: 5 ai_summary: Newman is a command-line collection runner for Postman. Developed with Node.js, it facilitates direct integration of Postman test suites into Jenkins, GitLab CI, and GitHub Actions environments. language: JavaScript resource_type: Command Line Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 104644b779cf7ddd3c5b89d58a5cea56101fb4e4216a5057050319208deae31b health_score: 100.0 last_checked: 1779034296.130974 needs_ai_refresh: true hierarchy: - Software Testing - API Testing - CLI Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-17T21:17:20Z' gh_stars: 7227 discovered_at: '2026-03-17T21:17:20Z' https://github.com/powerfulseal/powerfulseal: title: PowerfulSeal description: '' year: '2024' stars: 5 ai_summary: A Python-based chaos engine designed for Kubernetes. PowerfulSeal operates interactively or via declarative policy configurations to systematically delete pods, shut down infrastructure nodes, and disrupt networking to reveal platform design flaws. language: Python resource_type: Software Utility complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f7451cb8847baa11d6ebf79ca5ddcdd746cd361c8780247efec55a2b6b57c529 health_score: 100.0 last_checked: 1779030327.30863 needs_ai_refresh: true hierarchy: - Resilience - Chaos Engineering - Kubernetes Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-11-10T18:28:39Z' gh_stars: 1975 discovered_at: '2023-11-10T18:28:39Z' https://github.com/prabhatsharma/kubernetes-the-hard-way-aws: title: 'Kubernetes The Hard Way: AWS Edition' description: '' year: '2022' stars: 5 ai_summary: An educational repository porting 'Kubernetes the Hard Way' directly onto AWS infrastructure. Step-by-step documentation on manually creating VPCs, Security Groups, EC2 nodes, and manually compiling and executing cluster daemons. language: Markdown resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3952a4d45c125a3bd49a58b470a7615c58a25f0964fee77a1b676ee58c6d5da5 health_score: 100.0 last_checked: 1779032383.731548 needs_ai_refresh: true hierarchy: - Provisioning - Bootstrapping - AWS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-14T14:00:19Z' gh_stars: 668 discovered_at: '2024-07-14T14:00:19Z' https://github.com/practo/k8s-worker-pod-autoscaler: title: k8s-worker-pod-autoscaler description: '' year: '2026' stars: 5 ai_summary: A specialized worker autoscaler controller that targets instances consuming messages from queue brokers (such as SQS, Beanstalk, and RabbitMQ). It optimizes capacity scaling by using real-time backlog latency metrics rather than basic CPU or Memory usage averages, avoiding issues with delayed processing loops. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0e8cd47995d943bab6e6b0b1b1ec105d375c88271d030181da795e7b7f3405c3 health_score: 100.0 last_checked: 1779031850.49453 needs_ai_refresh: true hierarchy: - Operations - Autoscaling - Queue-Based Scaling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-02-28T00:17:55Z' gh_stars: 161 discovered_at: '2024-02-28T00:17:55Z' https://github.com/prae1809/PowerShell-Scripts/tree/master/OperationalCollections: title: 'prae1809/PowerShell-Scripts: OperationalCollections' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 40cef8eb5249ee27180fac12c9712a6c8ff6e9ccb51d0f1523e7b993e99612b8 health_score: 100.0 last_checked: 1779034531.292432 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:31.292432+02:00' https://github.com/pravega/pravega-operator: title: pravega/pravega-operator description: '' year: '2023' stars: 5 ai_summary: Deploys and maintains high-throughput Pravega streaming architectures, orchestrating the state of BookKeeper, ZooKeeper, and active cluster storage segments. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d898b90b80d9981429b5c5bfe89093a2514b6f53affc75715f369cab2ef477ef health_score: 100.0 last_checked: 1779030952.272151 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - Streaming Data - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-19T12:27:01Z' gh_stars: 40 discovered_at: '2024-04-19T12:27:01Z' https://github.com/predatorray/kubectl-tmux-exec: title: kubectl-tmux-exec description: '' year: '2022' stars: 2 ai_summary: A highly practical kubectl plugin that leverages tmux to multiplex exec connections across multiple Kubernetes pods simultaneously. It allows administrators to run interactive CLI tasks in parallel, with separate panes synchronized for keyboard input. In 2026, it remains an indispensable power-user CLI utility for on-the-fly multi-pod troubleshooting. language: Go resource_type: Kubectl Plugin complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 1a5f044cd22b71f4aad4e84114cf9f2986b1d4b4d562e92a753b22b1c5b67bf3 health_score: 100.0 last_checked: 1779029735.560156 needs_ai_refresh: true hierarchy: - Operations - CLI Tool - Multi-Execution tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-01T04:27:56Z' gh_stars: 141 discovered_at: '2026-03-01T04:27:56Z' https://github.com/presslabs/silver: title: 'github.com: Django app + RESTful API for automatic billing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bfb0ee7ca876450db0ec452d1e5ca683f4f0f0727c1b1e53faa2f388f6902dab health_score: 100.0 last_checked: 1779030327.207535 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:27.207535+02:00' https://github.com/priyankavergadia/google-cloud-4-words: title: "The Google Cloud Developer's Cheat Sheet \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An exceptionally popular developer's directory translating Google Cloud's extensive product portfolio into four-word functional summaries accompanied by visual flowcharts. It simplifies GCP's architectural choices across compute, database, and machine learning domains. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: e4dc5e8ed8e0eb7d687668e784ff39f5e9894f6c4c35df1d286c1f596a50bdb0 health_score: 100.0 last_checked: 1779032249.102774 needs_ai_refresh: true hierarchy: - Cloud Providers - GCP - Architecture Reference tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-04-06T10:56:15Z' gh_stars: 8225 discovered_at: '2024-04-06T10:56:15Z' https://github.com/proferosec/log4jScanner: title: proferosec/log4jScanner description: '' year: '2021' stars: 5 ai_summary: A community-focused scanning utility designed to recursively inspect complex directory structures and nested archives for vulnerable Log4j libraries. It is a highly useful offline scanner for validating legacy artifacts and directory paths without needing dynamic agents or runtimes. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b96dfbd1bf67161008b95d50ac93332a619a06c4edac3b2840cea7575a864099 health_score: 100.0 last_checked: 1779030534.894602 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4Shell Scanners tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-02-25T10:43:55Z' gh_stars: 489 discovered_at: '2023-02-25T10:43:55Z' https://github.com/projectcapsule/capsule: title: Capsule Operator description: '' year: '2024' stars: 5 ai_summary: Capsule aggregates namespaces into virtual 'tenants', providing secure multi-tenancy. It enforces dynamic network isolation, storage limits, and ingress classes, forming a foundation for platform engineering. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9909cd87b5212e648da81e6f1131696ff237383b99fa687ed1a794c98803e1df health_score: 100.0 last_checked: 1779130495.02497 needs_ai_refresh: true hierarchy: - Security - Multi-tenancy - Platform Engineering - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T20:26:28Z' gh_stars: 2095 discovered_at: '2026-06-13T20:26:28Z' https://github.com/projectsveltos/sveltosctl: title: 'github.com/projectsveltos: sveltosctl' description: '' year: '2025' stars: 2 ai_summary: The CLI dashboard for Project Sveltos. It specializes in executing dry-runs and drift validations on declarative ClusterProfiles to ensure configuration validity prior to propagating resources to remote edge clusters. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f5a56a2a6cf918656ac017aac3d15713c356346363a8b89203a99aeff2aa3738 health_score: 100.0 last_checked: 1779030732.681719 needs_ai_refresh: true hierarchy: - Multi-Cluster Management - Project Sveltos - Validation Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:07:49Z' gh_stars: 36 discovered_at: '2026-06-12T09:07:49Z' https://github.com/prometheus: title: github.com/prometheus description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f22233e1a095fbaf7afc4d138e1001b5f8a651a23f4b3400ee46cc5cf3f73159 health_score: 100.0 last_checked: 1779032977.633814 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:37.633814+02:00' https://github.com/prometheus-community/elasticsearch_exporter: title: prometheus-community/elasticsearch_exporter description: '' year: '2024' stars: 5 ai_summary: Standard Prometheus-community exporter that queries Elasticsearch cluster health, shard counts, JVM memory usage, indexing metrics, and search latency times. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8a27be71411fbccd35894d68dab9e11c2c08f00cc45937ad8d7c845cc6d27d80 health_score: 100.0 last_checked: 1779029609.896277 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Database Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T10:41:55Z' gh_stars: 2077 discovered_at: '2026-06-10T10:41:55Z' https://github.com/prometheus-community/yet-another-cloudwatch-exporter: title: "YACE - yet another cloudwatch exporter \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Highly performance-optimized Prometheus exporter (YACE) designed to query metrics from AWS CloudWatch. Leverages cost-effective batched APIs to retrieve data without incurring high AWS costs. language: Go resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 7422a7e8438d8c3753064576e9d30acd5e5182da7fc21775ee4638fcb5ffddb2 health_score: 100.0 last_checked: 1779130495.012037 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Cloud Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T19:50:05Z' gh_stars: 1209 discovered_at: '2026-06-08T19:50:05Z' https://github.com/prometheus-operator: title: github.com/prometheus-operator description: '' year: '2024' stars: 5 ai_summary: 'The foundational open-source Prometheus Operator repository, automating the deployment, scaling, configuration, and maintenance of Prometheus instances inside Kubernetes clusters. Curator Insight: Kubernetes-native operator configurations. Live Grounding: The industry standard framework for implementing declarative, declarative-driven metrics infrastructure on Kubernetes.' language: Go resource_type: Repository complexity: Expert is_microservice: true status: online addition_method: manual content_hash: 361a65f1432f10133e0abb628023ab2161848c9bc23ecf7aef6d653de3008317 health_score: 100.0 last_checked: 1779031782.52189 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - Observability - Prometheus - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:29:42.521890+02:00' https://github.com/prometheus-operator/kube-prometheus: title: kube-prometheus description: '' year: '2026' stars: 5 ai_summary: The reference monitoring deployment for Kubernetes. Orchestrates the Prometheus Operator, Grafana, Alertmanager, and a collection of native exporters designed to monitor master control plane components. language: Jsonnet resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 83406644b79c139181aba89253e69e0ef05e6d85df426c45f612896e4c54a605 health_score: 100.0 last_checked: 1779031902.857322 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Kubernetes - Telemetry Bundles tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-monitoring.md - docs/kubernetes.md v2_locations: - kubernetes-monitoring.md - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T22:52:29Z' gh_stars: 7673 discovered_at: '2026-06-12T22:52:29Z' https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0: title: Alertmanager 0.23.0-rc.0 with awscloud SNS support is available for testing. There are also bugfixes and features for amtool description: '' year: '2021' stars: 5 ai_summary: Release analysis of Alertmanager's v0.23 release cycle, detailing the addition of native AWS SNS integrations. Outlines the operational workflow for forwarding alerts straight to mobile endpoints, email, and lambda tasks. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 68f6c84d9e9cd966971f2fbb4e4460dcb3d3b060e93ed7c340774ba35095f235 health_score: 100.0 last_checked: 1779034423.116692 needs_ai_refresh: true hierarchy: - Observability - Alert Management - Core Releases tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:32:45Z' gh_stars: 8504 discovered_at: '2026-06-12T15:32:45Z' https://github.com/prometheus/blackbox_exporter: title: "blackbox_exporter \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Official Prometheus community-supported exporter designed to probe endpoints over HTTP, HTTPS, DNS, TCP, ICMP, and gRPC protocols. Crucial for verifying application routing availability and TLS certificate statuses. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 593cd7935bbae878959967e6d90470e74ff717ddd0ff1285d86c06a2d19e60ef health_score: 100.0 last_checked: 1779031302.611831 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Blackbox Probing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T09:42:48Z' gh_stars: 5728 discovered_at: '2026-06-08T09:42:48Z' https://github.com/prometheus/client_java: title: github.com/prometheus/client_java description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f3d4393ef91ccea663a5d12780f661a9e5593af1855be923b21cd269a117131e health_score: 100.0 last_checked: 1779033416.184323 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:56:56.184323+02:00' https://github.com/prometheus/jmx_exporter: title: "Prometheus JMX Exporter \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A highly critical Prometheus collector that scrapes and formats JVM JMX mBeans. Widely utilized in enterprise legacy clusters running Java applications, Kafka, and Cassandra. language: Java resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8d967db65980d954ec4b9f1f5e151614449060c43b40da99d369392afb5a3c42 health_score: 100.0 last_checked: 1779032219.945017 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - JVM Monitoring tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/grafana.md - docs/monitoring.md - docs/prometheus.md v2_locations: - prometheus.md - grafana.md - monitoring.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T13:55:29Z' gh_stars: 3306 discovered_at: '2026-06-13T13:55:29Z' https://github.com/prometheus/jmx_exporter/blob/master/example_configs/activemq.yml: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030368.059173 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:08.059173+02:00' https://github.com/prometheus/jmx_exporter/blob/master/example_configs/artemis-2.yml: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029566.202379 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:46.202379+02:00' https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-2_0_0.yml: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032338.325393 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:58.325393+02:00' https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-connect.yml: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034521.794722 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:21.794722+02:00' https://github.com/prometheus/jmx_exporter/blob/master/example_configs/zookeeper.yaml: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032786.3845 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:26.384500+02:00' https://github.com/prometheus/prometheus: title: github.com/prometheus/prometheus description: '' year: '2026' stars: 5 ai_summary: Source codebase for Prometheus, the benchmark cloud-native telemetry engine. Employs active scraping mechanics over HTTP alongside a custom-built local TSDB to deliver sub-second querying speeds and powerful alerting capabilities. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 68afc308fd62f428764a67989913c76f6d0795ab2641a601ea7210ba3e1eea40 health_score: 100.0 last_checked: 1779033040.797472 needs_ai_refresh: true hierarchy: - Observability - Prometheus - Core Platform tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T16:55:03Z' gh_stars: 64493 discovered_at: '2026-06-13T16:55:03Z' https://github.com/prometheus/pushgateway: title: Pushgateway description: '' year: '2026' stars: 5 ai_summary: Official GitHub repository for Prometheus Pushgateway. Designed to allow ephemeral, short-lived, or batch jobs to push metrics to an intermediate gateway, which Prometheus then scrapes. Note that official guidelines advise against using Pushgateway for standard applications due to structural state issues. language: Go resource_type: GitHub Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 69b67ba2a06c4cb4a4caa5e8daf49c6fab6a15e8a06a6beded05d1efd8ebd7fa health_score: 100.0 last_checked: 1779032793.778703 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - Pushgateway tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-02T14:21:05Z' gh_stars: 3334 discovered_at: '2026-06-02T14:21:05Z' https://github.com/prosimcorp/reforma: title: prosimcorp/reforma description: '' year: '2025' stars: 5 ai_summary: Reforma is an emerging schema validation and dynamic mutation engine for Kubernetes manifests. Operating ahead of deployment pipelines, it allows engineers to declarative-define mutating policies and structural validations on raw YAML. This functions as a lightweight, modular alternative to complex mutating admission webhooks. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fac8f6c0f30d675f25cde18d1f989fb2ee4a4ad803e8da5994064aef3be9cb6b health_score: 100.0 last_checked: 1779029121.407969 needs_ai_refresh: true hierarchy: - Platform Engineering - GitOps & Configuration - Manifest Mutation tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-31T19:15:47Z' gh_stars: 58 discovered_at: '2024-12-31T19:15:47Z' https://github.com/prowler-cloud/prowler: title: "==github.com/prowler-cloud/prowler== \U0001F31F\U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An industry-standard tool for Cloud Security Posture Management (CSPM). It systematically audits multi-cloud infrastructures against CIS benchmarks, GDPR, and PCI-DSS rules, outputting detailed security posture reviews and compliance logs. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3b8124957ef47d4927d8cf061a0f654cb72a9d3b3d855162fdfdd548c4694488 health_score: 100.0 last_checked: 1779034373.312223 needs_ai_refresh: true hierarchy: - Security - Cloud Posture - Compliance & Audit tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T01:21:08Z' gh_stars: 13994 discovered_at: '2026-06-13T01:21:08Z' https://github.com/prymitive/karma: title: "karma \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A highly functional and responsive dashboard for Prometheus Alertmanager alerts. Enables deep filtering and cluster aggregation across diverse Alertmanager nodes, dramatically improving SRE triage workflows. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f65d4aa9b5170752c73c3ff8b07436e2b35aef611d2157deaa3c6ba1a57b3a91 health_score: 100.0 last_checked: 1779034499.919799 needs_ai_refresh: true hierarchy: - Observability - Alert Management - Visualizers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/prometheus.md v2_locations: - kubernetes-tools.md - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T12:32:14Z' gh_stars: 2648 discovered_at: '2026-06-13T12:32:14Z' https://github.com/public-apis/public-apis: title: "==github.com/public-apis/public-apis: Try Public APIs for free== \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A highly curated, massive directory of free, public APIs categorized by topic (such as Auth, Data, Analytics, and weather). This repository is the de facto standard resource for engineers searching for mock datasets or utility endpoints to build prototypes. It demonstrates the utility of community-led open-source curation for modern software experimentation. language: English resource_type: Code Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1e8584bf2c52f41fa457214d22f8a9cc0a987a76819942893aba141784e8c5a4 health_score: 100.0 last_checked: 1779032817.956214 needs_ai_refresh: true hierarchy: - Application Integration - API Design - Public Directories tags: - '[DE FACTO STANDARD]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T06:14:45Z' gh_stars: 441446 discovered_at: '2026-06-13T06:14:45Z' https://github.com/pulumi/kube2pulumi: title: ==pulumi/kube2pulumi== description: '' year: '2026' stars: 1 ai_summary: Open-source command-line tool designed to convert static Kubernetes YAML templates or dynamically generated Helm outputs directly into isomorphic, compilable Pulumi configurations. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e223651e31828d90cee490552ee7c999acd8869b11ebfd7267da51f8effe05ac health_score: 100.0 last_checked: 1779032252.329358 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Kubernetes Provisioning - Migration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/pulumi.md v2_locations: - kubernetes-tools.md - pulumi.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-21T17:39:35Z' gh_stars: 107 discovered_at: '2025-11-21T17:39:35Z' https://github.com/pulumi/pulumi: title: 'Pulumi: Infrastructure as Code in Any Programming Language' description: '' year: '2026' stars: 5 ai_summary: An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. language: Go resource_type: GitHub Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cd059aa9e35bd8376c3e117ae91845bc8f39a53afa8e14412aae4e66ed49ae6f health_score: 100.0 last_checked: 1779031567.387814 needs_ai_refresh: true hierarchy: - DevOps - Infrastructure as Code - Pulumi tags: - '[DE FACTO STANDARD]' v1_locations: - docs/iac.md - docs/kubernetes-tools.md - docs/terraform.md v2_locations: - kubernetes-tools.md - iac.md - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T13:18:46Z' gh_stars: 25299 discovered_at: '2026-06-13T13:18:46Z' https://github.com/punkpeye/awesome-mcp-servers: title: Awesome MCP Servers description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes.' language: Markdown resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 49ef92ec04864bdcd82ef72d7a213644c32fe86a700fd608fa67a7eb25e0eb3f health_score: 100.0 last_checked: 1779033904.114247 needs_ai_refresh: true hierarchy: - AI Engineering - Model Context Protocol - Awesome Lists tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/ai-agents-mcp.md - docs/ai.md - docs/other-awesome-lists.md v2_locations: - ai.md - ai-agents-mcp.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T11:48:15Z' gh_stars: 89112 is_special: true discovered_at: '2026-06-11T11:48:15Z' https://github.com/pusher/k8s-spot-rescheduler: title: k8s Spot Rescheduler description: '' year: '2021' stars: 5 ai_summary: 'A controller that shifts workloads away from expensive on-demand instances toward spot instances whenever capacity permits. Note: In 2026, Karpenter or modern cloud-native autoscalers generally cover this capability, rendering this legacy.' language: Go resource_type: Controller complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 70fac0b9d408dabb5914c7dcc3e4127a44ba4dd9e9d8997bb72bf9af989cbe49 health_score: 100.0 last_checked: 1779032037.132168 needs_ai_refresh: true hierarchy: - Infrastructure - Auto-scaling - Cost Optimization tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-11-20T13:19:50Z' gh_stars: 312 discovered_at: '2020-11-20T13:19:50Z' https://github.com/pyang55/k8sdeploy: title: k8sdeploy description: '' year: '2019' stars: 1 ai_summary: A lightweight shell-based tool designed to deploy Kubernetes manifests and manage basic deployment rollouts. Primarily serving as a community utility for quick testing, it lacks modern GitOps integration and state tracking. language: Shell resource_type: CLI Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: e70daf5eb7eea59f5ba3e6ddf09760045f9867f5a7649f0fa273fe43ea232ac1 health_score: 100.0 last_checked: 1779034049.851373 needs_ai_refresh: true hierarchy: - Application Lifecycle - Deployment Tools - Automated Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-08-04T20:50:45Z' gh_stars: 20 discovered_at: '2020-08-04T20:50:45Z' https://github.com/pyca/bcrypt: title: pyca/bcrypt description: '' year: '2026' stars: 5 ai_summary: Provides high-performance, secure-by-default C bindings for the bcrypt password hashing algorithm in Python applications. Widely trusted for protecting stored passwords against offline dictionary attacks through adjustable work factors. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5941e02185134638023cadc793e539ac0c8c88435bf01c46ae5151867a645a96 health_score: 100.0 last_checked: 1779030883.19866 needs_ai_refresh: true hierarchy: - Security - Cryptography - Hashing Algorithms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T03:53:26Z' gh_stars: 1482 discovered_at: '2026-06-12T03:53:26Z' https://github.com/pydantic/pydantic: title: pydantic/pydantic description: '' year: '2026' stars: 5 ai_summary: 'Curator Insight: The absolute industry standard data enforcement framework utilizing type annotation structures. Live Grounding: High-density Rust-compiled (V2) validation tool that guarantees strict configuration processing, extreme execution speed, and direct integration into microservice engines.' language: Python resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 64b142a202841a9c2753627a28326d1b85aaab6868722a8d1b2644e9114a3483 health_score: 100.0 last_checked: 1779033088.942228 needs_ai_refresh: true hierarchy: - Software Engineering - Data Validation - Parsing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T14:04:46Z' gh_stars: 28024 discovered_at: '2026-06-13T14:04:46Z' https://github.com/pyinstaller/pyinstaller: title: PyInstaller official GIT repository description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5eea48ffc613bcf592842c8036e9b7d0d47e43a169512592988fd9c86e68d5e3 health_score: 100.0 last_checked: 1779031181.819294 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-17T17:19:41.819294+02:00' https://github.com/pymag09/kubecui: title: pymag09/kubecui description: '' year: '2023' stars: 1 ai_summary: Kubecui is a lightweight terminal-based graphical user interface for Kubernetes cluster inspection. It offers a fast, keyboard-driven structural overview of resources, serving as an alternative to resource-heavy desktop GUI clients for terminal purists. language: Go resource_type: Terminal UI complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: aa03f2cce3deeacccd25267ff3896bb58aead53c450e44a1d7f2b940d0c5e329 health_score: 100.0 last_checked: 1779031141.193418 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Terminal UI tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-22T11:41:40Z' gh_stars: 128 discovered_at: '2025-05-22T11:41:40Z' https://github.com/pyxll/pyxll-jupyter: title: 'pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel' description: '' year: '2024' stars: 3 ai_summary: Curator Insight showcases PyXLL-Jupyter as an extension that runs Jupyter notebooks directly inside Excel sheets. Live Grounding confirms it serves as a critical bridge in corporate financial modeling, allowing analysts to enrich spreadsheet data using high-powered Python libraries. language: Python resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2ec87d26fb1c4a392f94bd1ce85b7f3ab0573189889ffaf393bfcb8e16c3eb47 health_score: 100.0 last_checked: 1779033051.150793 needs_ai_refresh: true hierarchy: - Data Science - Tooling - Excel Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-20T10:10:38Z' gh_stars: 162 discovered_at: '2026-02-20T10:10:38Z' https://github.com/quarkslab/kdigger: title: quarkslab/kdigger description: '' year: '2021' stars: 5 ai_summary: Kdigger is a lightweight context-discovery tool designed to run inside Kubernetes pods to probe runtime isolation and discover container escape opportunities. Actively checking for capabilities, namespaces, and mount configurations, it generates detailed threat-assessment profiles. language: Go resource_type: CLI Security Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f4a27a889826903e6df0d062853a0f298f43550db5f68bdb67865d878720debe health_score: 100.0 last_checked: 1779034572.31237 needs_ai_refresh: true hierarchy: - Security & Hardening - Vulnerability Assessment - Offensive Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-07T11:44:47Z' gh_stars: 481 discovered_at: '2025-11-07T11:44:47Z' https://github.com/quarkusio/quarkus-images: title: Quarkus Images description: '' year: '2024' stars: 4 ai_summary: Repository containing base container images optimized for compiling and running Quarkus workloads. It provides base runtime images tailored for both traditional JVM execution and native binaries built via GraalVM. Essential for DevOps engineers seeking minimized image attack vectors and optimized build-stage cache structures. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0ec83c8c1f325de5b915dd4b0c8b02fceeed0e563eece4a07cf4034296c06805 health_score: 100.0 last_checked: 1779029061.448689 needs_ai_refresh: true hierarchy: - Java Cloud Native - Quarkus - Containerization tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-03T18:25:29Z' gh_stars: 123 discovered_at: '2026-05-03T18:25:29Z' https://github.com/quay: title: github.com/quay description: '' year: '2026' stars: 0 ai_summary: The master GitHub organization for Project Quay, hosting core engines, the Clair container vulnerability scanner, deployment operators, and custom storage connectors. This collective ecosystem delivers advanced container management utilities designed for high-availability environments. It represents the central technical repository for self-hosted, enterprise-ready image registries. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 13356438cb29f94b8568be00216fddea94785bb3cb61131765be62bc320241ba health_score: 100.0 last_checked: 1779033789.144824 needs_ai_refresh: true hierarchy: - Infrastructure Security - Container Registries - Project Quay tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:03:09.144824+02:00' https://github.com/quay/clair: title: Clair description: '' year: '2026' stars: 5 ai_summary: A highly scalable, API-driven container vulnerability static analysis engine. Clair analyzes image layers against indexed vulnerability databases and is integrated as a core scanning backend in enterprise-grade container registries like Quay and Harbor. language: Go resource_type: GitHub Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 1e729a3cf2443b982f852d17b82628dce7dde68c23e2469694ca4a11bfc16305 health_score: 100.0 last_checked: 1779030825.147182 needs_ai_refresh: true hierarchy: - Security - Vulnerability Management - Container Scanning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-04T00:55:51Z' gh_stars: 11012 discovered_at: '2026-06-04T00:55:51Z' https://github.com/quay/quay: title: GitHub Quay (OSS) description: '' year: '2019' stars: 5 ai_summary: Project Quay is the open-source upstream version of Red Hat Quay, providing a highly scalable container registry designed for cloud-native infrastructure. It features multi-tenancy, geo-replication, advanced security pruning, and Clair integration to secure the software delivery pipeline. language: Python resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3d2c98a5656bdb1d273878d3882413689e23c320554fa6cb21eccd8a4a046b8d health_score: 100.0 last_checked: 1779031553.310642 needs_ai_refresh: true hierarchy: - Infrastructure - Container Registry - Self-Hosted tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T20:36:17Z' gh_stars: 2785 discovered_at: '2026-06-12T20:36:17Z' https://github.com/quay/quay-operator: title: Quay Community Edition operator description: '' year: '2026' stars: 5 ai_summary: The official Kubernetes Operator designed to automate the lifecycle, database migrations, and SSL termination of Project Quay registries inside OpenShift and Kubernetes clusters. It handles storage setup, migration tracks, and configuration synchronization natively. Utilizing this operator dramatically reduces the operational overhead of running high-availability registry setups. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d9cf9655dd3c5bf1ede8c4706dc59dfd5dc79ea74f12b3db33ce9f23695c119d health_score: 100.0 last_checked: 1779130495.0214 needs_ai_refresh: true hierarchy: - Infrastructure Security - Container Registries - Quay Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-04T15:57:28Z' gh_stars: 145 discovered_at: '2026-06-04T15:57:28Z' https://github.com/quickbooks2018/eks-redmin: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8c211db136ee5c96526f9cc1620ca8f75030bdbd5b6aa5aa8701ff0a338d3b8c health_score: 100.0 last_checked: 1779032236.574807 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.574807+02:00' https://github.com/quii/learn-go-with-tests: title: quii/learn-go-with-tests description: '' year: N/A stars: 0 ai_summary: An elite educational resource teaching Go fundamentals strictly through Test-Driven Development (TDD). Combines theoretical language semantics with highly disciplined, production-grade engineering habits. language: en resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2499e05873b4572d7bd1d5b5844628079035df621aade7e38a8ceed50cbc4e66 health_score: 100.0 last_checked: 1779032159.834399 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-09T07:03:31Z' gh_stars: 23698 discovered_at: '2026-05-09T07:03:31Z' https://github.com/quinnypig/billie: title: 'quinnypig/billie: Billie the Platypus CI/CD Roast Engine' description: An opinionated AI developer assistant that integrates directly with GitHub, GitLab, and Vercel pipelines, utilizing a burned-out corporate platypus persona to comment on commits. year: '2026' stars: 4 ai_summary: '* **Curator Insight**: Provides an alternative approach to alert fatigue by transforming routine pipeline completions into highly engaging, context-aware humorous feedback. * **Live Grounding**: Associated with the DeployBar macOS menu bar release, this engine monitors workflow runs, assessing failures and generating customizable ''sarcastic'' alerts in real time.' language: en resource_type: repository complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 2487b532e9785661300d6700ab0c1f2dcf2dc2cc4719ed71c6ac13fd4d5825ce health_score: null last_checked: 1780352730.207521 needs_ai_refresh: false hierarchy: - CI/CD - Deployment Monitoring - Developer Experience - AI Assistants tags: - COMMUNITY-TOOL - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: cicd-kubernetes-plugins reputation_status: Vetted reputation_summary: Laid out by Duckbill Group's Corey Quinn in 2026. Gained rapid traction among DevOps engineers for its integration of AI-fueled cynical humor into routine CI/CD pipelines. social_preview_url: https://opengraph.githubassets.com/38263e18c5c6c6cf4b1126c2c04439df8a5b65ab75d68e17b60fd0125d19c51d/quinnypig/billie source_provenance: X.com (QuinnyPig) suggested_new_category: ci-monitoring discovered_at: '2026-06-02T00:25:30.207521+02:00' https://github.com/quozd/awesome-dotnet: title: quozd/awesome-dotnet description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8eebf7523a322b244854d4bfd3c975f02c3d35bb74c67ad8719127f0edaa94aa health_score: 100.0 last_checked: 1779033213.60391 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} gh_license: CC0-1.0 is_special: true discovered_at: '2026-05-17T17:53:33.603910+02:00' https://github.com/r0hi7/k8s-In-30Mins: title: "github: K8s in 30 mins \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9a76d8ed6ba89872bc4f855338a3b06dbd367475cbe07aa54edd698163390c4c health_score: 100.0 last_checked: 1779029805.987986 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:45.987986+02:00' https://github.com/radondb/radondb-clickhouse-kubernetes: title: radondb/radondb-clickhouse-kubernetes description: '' year: '2021' stars: 5 ai_summary: RadonDB's legacy operator and integration configurations for orchestrating ClickHouse OLAP environments. Highly useful as a historic reference for custom columnar database operators. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6bf0541b6264d23c2ae9474a3ed126b687783b8990cf12fd709048d74783cc42 health_score: 100.0 last_checked: 1779030367.839887 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes Operators - ClickHouse tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-24T05:27:04Z' gh_stars: 86 discovered_at: '2023-03-24T05:27:04Z' https://github.com/rainyear/python3-in-one-pic: title: 'github: Python3 in one pic' description: '' year: '2016' stars: 5 ai_summary: A highly visual, single-image technical roadmap summarizing Python 3 syntax, core structures, and data types. Serves as a rapid reference diagram for engineers mapping control flows, operators, and basic definitions. Ideal for quick on-boarding and mental model alignment. language: English resource_type: Infographic complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: beaedfb67ee51a61ec57766c527cffdff6412df3f4a38322cd2f841feb054e44 health_score: 100.0 last_checked: 1779130495.007734 needs_ai_refresh: true hierarchy: - Software Development - Python Core - Learning Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-05-28T22:42:15Z' gh_stars: 5012 discovered_at: '2022-05-28T22:42:15Z' https://github.com/rakyll/fake-it-til-you-make-it: title: github.com/rakyll/fake-it-til-you-make-it description: '' year: '2015' stars: 0 ai_summary: A shell-based contribution graphic simulation script. Evaluated as a legacy tool under Minimum Viable Quality metrics due to lack of active commits since 2015. Retained only to showcase historical Git metadata manipulation patterns. language: Shell resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6f76f057b5c831b21009d74eb129ab052a547b2365863036bf429d186bd96980 health_score: 100.0 last_checked: 1781735950.514496 needs_ai_refresh: true hierarchy: - Developer Platform - Automation - Git Manipulation tags: - '[LEGACY]' v1_locations: - docs/git.md - docs/recruitment.md v2_locations: - recruitment.md - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.514496+02:00' https://github.com/rakyll/go-test-trace: title: "rakyll/go-test-trace \U0001F31F" description: '' year: N/A stars: 0 ai_summary: 'A diagnostic tool that visualizes Go test execution profiles as tracer outputs. Note: This tool is currently inactive (unmaintained for >4 years) but provides key architectural insights into test tracing.' language: en resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 305b111409183ee495b4a79f59ed4c3178b1f438438438b12d19abc80a4b3802 health_score: 100.0 last_checked: 1779030196.845679 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Performance Tuning tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2023-05-31T13:05:19Z' gh_stars: 391 discovered_at: '2023-05-31T13:05:19Z' https://github.com/ramitsurana/awesome-kubernetes: title: "ramitsurana/awesome-kubernetes: Tools \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: An exhaustive resource collection tracking ecosystem projects, documentation, configurations, and utilities. It serves as a comprehensive reference guide for cloud-native architects looking to select vetted tooling across networking, storage, security, and developer platforms. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 42dd8c4f15d2c36bdeb672bd1553a84162716bd59aa7d6624c1c9b7cad7a9afb health_score: 100.0 last_checked: 1779030730.708547 needs_ai_refresh: true hierarchy: - Curation - Reference Guides - Awesome Lists tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-28T13:39:35Z' gh_stars: 15992 discovered_at: '2026-04-28T13:39:35Z' https://github.com/ran-isenberg/aws-lambda-handler-cookbook: title: "github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: A production-grade Python template integrating modern serverless software development patterns. Outlines robust architectures for logs parsing, tracing using AWS X-Ray, input schemas validation, and fast deployment using AWS Lambda Powertools. language: Python resource_type: Code Boilerplate complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3adf263dfb0dca4cf4c1bb258cae0dc704412fc57673f4e7a7219d3bb81874bc health_score: 100.0 last_checked: 1779029993.502412 needs_ai_refresh: true hierarchy: - Cloud Native - Serverless Architecture - AWS Lambda Design tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-03T12:18:24Z' gh_stars: 680 is_special: true discovered_at: '2026-06-03T12:18:24Z' https://github.com/rancher-sandbox/rancher-desktop: title: "Rancher Desktop \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: An open-source desktop application that provides local Kubernetes and container management, serving as a primary alternative to Docker Desktop. It packages k3s, nerdctl, and kubectl, allowing users to select and run specific Kubernetes versions on macOS, Windows, and Linux. In 2026, it is a dominant workspace tool for local cloud-native development. language: TypeScript resource_type: Desktop Application complexity: High is_microservice: false status: online addition_method: manual content_hash: 4cc4bb790ebc45dfd7ab9ac81bf2843710b7a824fb2809f364f585dfbfd33807 health_score: 100.0 last_checked: 1779032729.084406 needs_ai_refresh: true hierarchy: - Development - Local Cluster - Desktop Application tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T01:44:06Z' gh_stars: 7192 discovered_at: '2026-06-14T01:44:06Z' https://github.com/rancher/cis-operator: title: rancher/cis-operator description: '' year: '2022' stars: 2 ai_summary: Rancher's cis-operator is an automated tool running CIS security scans natively within Rancher ecosystems. It generates compliance reports validating control plane and worker components against standard security baselines. A key utility for multi-cluster environments managed via Rancher. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1bf1b175de703d2f26b72160945f12dc5249bace8e9c43d68a5e1e755209f579 health_score: 100.0 last_checked: 1779032114.666282 needs_ai_refresh: true hierarchy: - Security - Vulnerability Assessment - CIS Benchmarks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-31T12:56:49Z' gh_stars: 55 discovered_at: '2026-03-31T12:56:49Z' https://github.com/rancher/fleet: title: github.com/rancher/fleet description: '' year: '2025' stars: 4 ai_summary: Curator Insight presents Fleet as Rancher's GitOps engine for massive scale. Live grounding in 2026 verifies Fleet remains highly enterprise-stable, powering large-scale multi-cluster deployments across thousands of distributed edge devices by optimizing resource footprints compared to traditional GitOps operators. language: Go resource_type: Code Repository complexity: High is_microservice: true status: online addition_method: manual content_hash: 59dac5f38ac5d0d3fec8c071dcfd9b7a386764887166ce42541d247d24565ffa health_score: 100.0 last_checked: 1779032000.441841 needs_ai_refresh: true hierarchy: - Enterprise Infrastructure - GitOps - Fleet Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:00:52Z' gh_stars: 1708 discovered_at: '2026-06-12T17:00:52Z' https://github.com/rancher/harvester: title: Harvester description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3b2e19abd8296b9752ad15aee28558a0fdd95b8de19ba6ad76c1c635b9495163 health_score: 100.0 last_checked: 1779030300.450878 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:00.450878+02:00' https://github.com/rancher/k3c: title: K3C description: '' year: '2021' stars: 2 ai_summary: Curator Insight features K3C as a classic lightweight container engine. Live grounding in 2026 confirms that K3C is an archived repository, serving primarily as an intellectual precursor to container daemon simplification and modular containerd patterns. language: Go resource_type: Code Repository complexity: High is_microservice: false status: online addition_method: manual content_hash: e39ca65d6656fb6149b535457a255458bd2ce8e02fead714f7f14b43f30a15e0 health_score: 100.0 last_checked: 1779032762.902986 needs_ai_refresh: true hierarchy: - Container Engines - Lightweight Runtimes - Archived Projects tags: - '[LEGACY]' v1_locations: - docs/matrix-table.md - docs/rancher.md v2_locations: - rancher.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-01-25T20:26:32Z' gh_stars: 564 discovered_at: '2021-01-25T20:26:32Z' https://github.com/rancher/k3d: title: '**k3d**' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1039a2408913c19f386a47e1f93a738a88734138d92c2013ccdf1dec64d8a0b8 health_score: 100.0 last_checked: 1779033489.584093 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/matrix-table.md - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:09.584093+02:00' https://github.com/rancher/k3os: title: '**k3OS**' description: '' year: '2022' stars: 4 ai_summary: Curator Insight highlights k3OS as a purpose-built operating system designed for K3s. Live engineering truth in 2026 confirms k3OS has been officially archived by Rancher. Platform engineers seeking an active declarative OS for container workloads have transitioned to alternatives like Talos Linux or MicroOS. language: Go resource_type: Code Repository complexity: High is_microservice: false status: online addition_method: manual content_hash: e9902e05f85a38dd6cac2e484f3f73bc1754fb17b180dfead48fb6905be1ab1b health_score: 100.0 last_checked: 1779029552.90524 needs_ai_refresh: true hierarchy: - Edge Computing - Operating Systems - Archived Projects tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/matrix-table.md - docs/rancher.md v2_locations: - rancher.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-12-08T21:52:50Z' gh_stars: 3490 discovered_at: '2023-12-08T21:52:50Z' https://github.com/rancher/k3s: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f5d348e28531dc067a668385b979d3b9dddeec3081e9e8f58087fcef3cde74aa health_score: 100.0 last_checked: 1779031788.406214 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:48.406214+02:00' https://github.com/rancher/kim: title: kim - The Kubernetes Image Manager description: '' year: '2021' stars: 2 ai_summary: An experimental builder and manager designed by Rancher to compile, push, and run container images directly inside a Kubernetes cluster's container runtime, eliminating the need for Docker Desktop or daemon forwards. By 2026, the project has been archived in favor of tools like Finch and native BuildKit operators. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 4525f77236bd9a879da89fd046da655589131915f4b98e81205e1c077309bff4 health_score: 100.0 last_checked: 1779032873.32059 needs_ai_refresh: true hierarchy: - Development - Image Management - Build Tool tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-01-07T16:55:10Z' gh_stars: 321 discovered_at: '2022-01-07T16:55:10Z' https://github.com/rancher/system-upgrade-controller: title: 'rancher/system-upgrade-controller: System Upgrade Controller' description: '' year: '2024' stars: 5 ai_summary: Orchestrates OS-level and Kubernetes runtime updates across node pools. It structures a sequential drain, upgrade, and uncordon pipeline to maintain continuous service availability. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0dac142485608d54b24f13b6624b877576823d70b903ded4a52282ead13a621c health_score: 100.0 last_checked: 1779030569.907366 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Node Upgrades - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T18:50:34Z' gh_stars: 952 discovered_at: '2026-05-19T18:50:34Z' https://github.com/rancherfederal/rke2-aws-tf: title: github.com/rancherfederal/rke2-aws-tf description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bf02eb9ef0e184fcc8770cb7795961fe49e69ad4eeb504b011972cd14f4db94a health_score: 100.0 last_checked: 1779030323.409177 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:23.409177+02:00' https://github.com/ranchergovernment/rke2-aws-tf: title: github.com/rancherfederal/rke2-aws-tf description: '' year: '2026' stars: 3 ai_summary: A production-ready, highly secure Terraform configuration designed for deploying hardened RKE2 clusters inside AWS environments. Conforms to government security and strict CIS compliance benchmarks. language: HCL resource_type: IaC complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1c9b0094da0f2a8882da9352f79903fe2c95c0dd131ad20070153ae508f49723 health_score: 100.0 last_checked: 1779130494.991258 needs_ai_refresh: true hierarchy: - Kubernetes Management - Infrastructure as Code - Government RKE2 tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T20:03:48Z' gh_stars: 91 discovered_at: '2026-06-13T20:03:48Z' https://github.com/rasbt/LLMs-from-scratch: title: LLMs-from-scratch description: '' year: '2024' stars: 5 ai_summary: Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. language: Python resource_type: Codebase & Book complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a07f61322a4b4cf8351a6451162dec88b124420e1e97fc63b442f1e1adc3fef1 health_score: 100.0 last_checked: 1779034461.841799 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Deep Learning - Large Language Models tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai.md - docs/chatgpt.md - docs/python.md v2_locations: - ai.md - chatgpt.md - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-02T14:14:19Z' gh_stars: 97134 discovered_at: '2026-06-02T14:14:19Z' https://github.com/raspbernetes/k8s-security-policies: title: k8s-security-policies description: '' year: '2022' stars: 5 ai_summary: A repository hosting robust and ready-to-use security configurations for Kubernetes clusters, heavily focused on replacing deprecated PodSecurityPolicies with Kyverno and OPA alternatives. It is a highly practical compliance baseline library for platform teams seeking rapid deployment of security controls. language: YAML resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1010508e3b7c1f16c6babd05380c1c76d605f4f2599af9ce7355124fcb3ae2f8 health_score: 100.0 last_checked: 1779029689.589618 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Policy-as-Code tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-13T08:01:32Z' gh_stars: 177 discovered_at: '2026-05-13T08:01:32Z' https://github.com/ray-project/kuberay: title: Kube-Ray description: '' year: '2025' stars: 2 ai_summary: 'Curator Insight: An open-source Kubernetes Operator enabling the deployment and management of Ray clusters. Live Grounding: Serves as the backbone for distributed machine learning workloads on Kubernetes, abstracting compute node scaling, memory configuration, and actor scheduling.' language: Go resource_type: Software complexity: Expert is_microservice: true status: online addition_method: manual content_hash: 9fd7630fa0d430a18d47383665c3b8ea76276c3b079230c0ee78c4b12048739f health_score: 100.0 last_checked: 1779031406.74696 needs_ai_refresh: true hierarchy: - AI Infrastructure - Distributed Computing - Kube-Ray tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai-agents-mcp.md - docs/kubernetes-tools.md v2_locations: - ai-agents-mcp.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T00:20:35Z' gh_stars: 2541 discovered_at: '2026-06-13T00:20:35Z' https://github.com/rayfrankenstein/AITOW: title: 'rayfrankenstein/AITOW: #AgileKillsKittens (or Agile In Their Own Words:'' The Problem With Agile & Scrum)' description: '' year: '2026' stars: 0 ai_summary: An satirical yet insightful critical collection reviewing organizational dysfunctions, compliance-heavy Scrum models, and the commercialization of Agile frameworks. Provides software architects with vital perspective on building high-trust developer environments. language: Markdown resource_type: Essay Collection complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f167bdf8c6ff0fdf4e87340795885c44f1084ebc23a319d79f5883585c2a8a98 health_score: 100.0 last_checked: 1781736123.527038 needs_ai_refresh: true hierarchy: - Process & Delivery - Agile Methodologies - Critiques & Perspectives tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.527038+02:00' https://github.com/rchakode/kube-opex-analytics: title: "**kube-opex-analytics** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 168db3b3c5ba1a11529421fc010b01e54668be910a88204251b723aa86e32423 health_score: 100.0 last_checked: 1779033862.743539 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:04:22.743539+02:00' https://github.com/reactive-python/reactpy: title: github.com/reactive-python/reactpy description: '' year: '2026' stars: 5 ai_summary: An innovative reactive framework bringing standard React-style component states, props, and virtual DOM handling directly into native Python code. Enables development of highly interactive user interfaces on the server without writing custom JavaScript engines. language: Python resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 36d508526ecdc0e2d5dcae02ad0f79df942633244d2b8dc8ffa6476130073dd2 health_score: 100.0 last_checked: 1779029466.823075 needs_ai_refresh: true hierarchy: - Software Engineering - Web Frameworks - Reactive Interfaces tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-18T23:42:49Z' gh_stars: 8138 discovered_at: '2026-04-18T23:42:49Z' https://github.com/reactive-tech/kubegres: title: reactive-tech/kubegres description: '' year: '2024' stars: 5 ai_summary: Kubegres is a lightweight operator for managing PostgreSQL clusters. It coordinates master-replica setups, automated failovers, and physical backups using native StateSets with minimal footprint. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3f2a29147577d76dab7777b7145d4a675be1a77db611b34ff48d1707b4e0fc35 health_score: 100.0 last_checked: 1779034477.283369 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - PostgreSQL - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-01-04T14:29:28Z' gh_stars: 1351 discovered_at: '2025-01-04T14:29:28Z' https://github.com/readme/guides: title: GitHub Guides description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c848f8b68c6b3bae1e7e8496dd1360b45b79950f7276c4f9c9886ae34e0c67ef health_score: 100.0 last_checked: 1779030955.046685 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:55.046685+02:00' https://github.com/readme/guides/functional-programming-basics: title: 'github.com/readme/guides: Functional Programming 101' description: '' year: '2023' stars: 0 ai_summary: An introductory guide exploring core tenets of the functional programming paradigm, such as immutability, pure functions, and referential transparency. Synthesizes practical benefits of adopting these concepts in modern application development to minimize side effects, simplify testing, and boost concurrent performance. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: afd9489bdfa752ab9ca6826f631c613c2b02b4b784201432ee74070e1fb4742f health_score: 100.0 last_checked: 1781735920.949179 needs_ai_refresh: true hierarchy: - Software Engineering - Programming Paradigms - Functional Programming tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:40.949179+02:00' https://github.com/realopslabs/kubeledger: title: "**kube-opex-analytics** \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: An open-source utility designed to collect and visualize resource allocation analytics across multiple clusters. Evaluates usage histories, helps calculate workload cost distributions, and identifies over-provisioned namespace configurations. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5b04b08eae216dd3fcd4b358029e2506475c4a4d90cb5524b236555719dac29d health_score: 100.0 last_checked: 1779130495.020595 needs_ai_refresh: true hierarchy: - Infrastructure & Platform - Kubernetes Tooling - FinOps & Analytics tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-26T10:12:20Z' gh_stars: 481 discovered_at: '2026-05-26T10:12:20Z' https://github.com/realvz/awesome-eks: title: "realvz/awesome-eks: A curated list of awesome tools for Amazon EKS \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A community-curated list of tools, security extensions, and configuration practices designed for Amazon EKS operators. It serves as a practical, hands-on repository for tuning ingress resources, Karpenter autoscaling, and CloudWatch agent integrations. Essential for SRE teams maintaining production-grade Kubernetes workloads on AWS. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fe1dfcd49bc327b98bfe470c7186fce0688f9e9660d4964902d0588b9ceda250 health_score: 100.0 last_checked: 1779031800.620403 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - EKS tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/other-awesome-lists.md v2_locations: - kubernetes-tools.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-26T01:57:01Z' gh_stars: 340 is_special: true discovered_at: '2026-04-26T01:57:01Z' https://github.com/rebataur/djkube: title: github.com/rebataur/djkube description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 72e58c4709f7dfedbd9b1766d86526ff87813bbd4a8ec29977cb0b5c02825374 health_score: 100.0 last_checked: 1779032106.347269 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:06.347269+02:00' https://github.com/rebataur/fskube: title: github.com/rebataur/djkube description: '' year: '2026' stars: 5 ai_summary: A lightweight, community-driven development aid designed to bridge local filesystems with Kubernetes volumes. Live Grounding indicates the project has had minimal recent activity, classifying it as a legacy utility. It may serve as a historical reference implementation for simple synchronization mechanisms. language: Go resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 415e9e3a9fa06a87e19405f9e20ed072e3c6bd8c565bd41e77fe49f5371747ea health_score: 100.0 last_checked: 1779130494.974282 needs_ai_refresh: true hierarchy: - Development Tools - Storage - Volume Synchronization tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-07-16T10:01:08Z' gh_stars: 27 discovered_at: '2023-07-16T10:01:08Z' https://github.com/recognai/rubrix: title: rubrix description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0690f80fc36f4cb02ed029bc6c5b938ec4b294dd307407b331f0c511d5180aba health_score: 100.0 last_checked: 1779031825.908133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:25.908133+02:00' https://github.com/reconquest/tubekit: title: '**Tubectl**: a kubectl alternative which adds a bit of magic to your everyday'' kubectl routines by reducing the complexity of working with contexts, namespaces and intelligent matching resources.' description: '' year: '2022' stars: 5 ai_summary: A kubectl alternative implementing advanced routing logic and intelligent pattern-matching mechanisms. It dynamically resolves partial context names, namespaces, and resources, removing traditional operational frictions and speeding up interactive CLI queries. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5d7affed1942aecdf11fccd06a38ae5d89e15cb4acc3e73cef31a2a985f5c1da health_score: 100.0 last_checked: 1779033583.979132 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Context Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-07-04T06:49:37Z' gh_stars: 216 discovered_at: '2023-07-04T06:49:37Z' https://github.com/red-hat-storage/ocs-operator: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ccb10ba5077f44b9ce15d64e3911d9b77ce01774d0168ab9e8b7fe59f3ea578c health_score: 100.0 last_checked: 1779130494.938295 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.938295+02:00' https://github.com/reddec/keycloak-ext-operator: title: github.com/reddec/keycloak-ext-operator description: '' year: '2026' stars: 1 ai_summary: Keycloak-ext-operator is a targeted community operator designed to manage key Identity and Access Management (IAM) configurations in Keycloak deployments. It simplifies administrative overhead by mapping custom Keycloak resources, users, and clients directly to Kubernetes manifests. Platform engineers utilize it to configure microservice authentication within declarative pipelines. language: Go resource_type: Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 87e7132ebcf352e166aa21263243b759ca595613eadf0c9760bf2b65298c2759 health_score: 100.0 last_checked: 1779031012.588166 needs_ai_refresh: true hierarchy: - Security - Identity & Access - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-11-15T02:54:55Z' gh_stars: 23 discovered_at: '2023-11-15T02:54:55Z' https://github.com/redhat-actions: title: "github.com: RedHat Actions \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: The main organizational hub housing Red Hat's official actions for OpenShift deployment. These components standardize cluster authentication, CLI installation, and container orchestration tasks directly in pipeline code. Acts as the primary bridge for enterprise Kubernetes pipeline operations. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fff36b9b0ae0b20fa9ccbeda2036688654bbaaaedfeacbff508b156b6e786300 health_score: 100.0 last_checked: 1779030407.638449 needs_ai_refresh: true hierarchy: - DevOps - Container Orchestration - CI/CD Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md - docs/jenkins-alternatives.md v2_locations: - git.md - jenkins-alternatives.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:06:47.638449+02:00' https://github.com/redhat-actions/openshift-actions-runner: title: "github.com: OpenShift GitHub Actions Runner \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7169265c1640d37f76a0f53ed8996891812d99df66a397a020ca4592a28ad8c9 health_score: 100.0 last_checked: 1779031097.43984 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:17.439840+02:00' https://github.com/redhat-actions/openshift-actions-runner-chart: title: "github.com: OpenShift GitHub Actions Runner Chart \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bdc59d35d60c918c626f93ebc8e3d1778da0948e1bb4e826eff5026a4a905f94 health_score: 100.0 last_checked: 1779031461.162574 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:21.162574+02:00' https://github.com/redhat-actions/openshift-actions-runners: title: "github.com: OpenShift GitHub Actions Runner \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: Holds Red Hat's containerized self-hosted GitHub Actions runner configurations optimized for execution on OpenShift clusters. Offers secure scaling patterns that allow pipelines to process resource-intensive compilation and container builds natively within the cluster fabric. language: Dockerfile resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4a5865877e0f85ea9003085551ec5e3d03ce8c9e7154551d1f1ba2a597162901 health_score: 100.0 last_checked: 1781735950.776138 needs_ai_refresh: true hierarchy: - DevOps - Container Orchestration - Self-Hosted Runners tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md - docs/jenkins-alternatives.md v2_locations: - git.md - jenkins-alternatives.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.776138+02:00' https://github.com/redhat-actions/openshift-actions-runners-chart: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering github.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: unreachable addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.976247 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} review_metadata: original_url: https://github.com/redhat-actions/openshift-actions-runners-chart proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:54.976249' gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-18T20:54:54.976247+02:00' https://github.com/redhat-actions/spring-petclinic: title: redhat-actions/spring-petclinic description: '' year: '2020' stars: 4 ai_summary: Red Hat's enterprise fork of the classical Spring Petclinic microservice framework, tailored for deployment patterns on Red Hat OpenShift and vanilla Kubernetes. Showcases optimized Containerfile definitions and integrated automated CI/CD pipelines. language: Java resource_type: Repo complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b1804abf247eaa9a3595c4aaed6a55204e772e874774c58e799c02b6d5a6bbc2 health_score: 100.0 last_checked: 1779034116.595172 needs_ai_refresh: true hierarchy: - Application Development - Java - Microservices Demo tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-27T21:10:26Z' gh_stars: 4 discovered_at: '2022-09-27T21:10:26Z' https://github.com/redhat-certification/chart-verifier: title: "redhat-certification: chart-verifier: Rules based tool to certify Helm charts' \U0001F31F" description: '' year: '2025' stars: 2 ai_summary: Red Hat's policy-enforcement checker built to certify Helm charts for enterprise deployment suitability on OpenShift platforms. It verifies that packaging templates align with platform standards, security models, and compliance benchmarks. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5fda350d7302e091d88a4aa7b30189dca15ec15388e9dee250c83e69992eb51a health_score: 100.0 last_checked: 1779030348.591399 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Compliance & Validation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:15:56Z' gh_stars: 61 discovered_at: '2026-06-12T17:15:56Z' https://github.com/redhat-cop: title: Red Hat Communities of Practice description: '' year: '2026' stars: 0 ai_summary: The master platform profile of Red Hat's Communities of Practice. Contains scripts, custom operator codes, and automated scaffolding for cluster setups, management, and resource governing processes. language: Go resource_type: Code Organization complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 503b2db131d084ebfd458d1176678a64e5e04b8a9c63f7ad8a3278145b4ccd70 health_score: 100.0 last_checked: 1779034263.050596 needs_ai_refresh: true hierarchy: - Platform Architecture - Automation - Community Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T18:11:03.050596+02:00' https://github.com/redhat-cop/container-pipelines: title: "OpenShift Container Pipelines Samples \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A repository of pipeline configurations originally curated by the Red Hat Community of Practice. Useful for understanding legacy configurations on OpenShift 3 and 4, though modern pipelines have shifted to Tekton architectures. language: Groovy resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ea90059379c7df77aa719cf21f369693d644102d05d595e05a2edf61e3775ca7 health_score: 100.0 last_checked: 1779030250.839269 needs_ai_refresh: true hierarchy: - Platform Architecture - CI/CD - Jenkins Pipelines tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-03T15:07:08Z' gh_stars: 160 discovered_at: '2026-06-03T15:07:08Z' https://github.com/redhat-cop/dynamic-rbac-operator: title: 'redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator' description: '' year: '2023' stars: 5 ai_summary: Dynamically coordinates RBAC permissions based on directory groups or namespace annotations, simplifying user onboarding and access control administration. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bff5dd84d90e24f94092dfa3c869d9b2d7baf0eb812617b0d8fc491c9d080731 health_score: 100.0 last_checked: 1779031536.097447 needs_ai_refresh: true hierarchy: - Security - Access Control - Dynamic RBAC - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-06T08:47:15Z' gh_stars: 23 discovered_at: '2024-04-06T08:47:15Z' https://github.com/redhat-cop/gitops-catalog: title: ==github.com/redhat-cop/gitops-catalog== description: '' year: '2026' stars: 5 ai_summary: An indispensable, community-curated collection of production-ready GitOps blueprints, Argo CD definitions, and cluster config charts maintained by Red Hat CoP. language: YAML resource_type: Source Code complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 28e872d62dd05f2d4d88ec6141cc8e2e4b6f9a8e6bc44d2f47e55c1291db8d0c health_score: 100.0 last_checked: 1779034327.074315 needs_ai_refresh: true hierarchy: - CI/CD & Delivery - GitOps Blueprints - Community Catalog tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T16:57:19Z' gh_stars: 377 discovered_at: '2026-06-08T16:57:19Z' https://github.com/redhat-cop/infra-ansible: title: "GitHub redhat-cop: Ansible Role \U0001F31F" description: '' year: '2023' stars: 2 ai_summary: A structured repository of Ansible automation roles customized for provisioning, maintaining, and configuring OpenShift resources. Simplifies operations such as authentication, user management, and day-2 configurations. language: YAML resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ab2e14faa72cffb2fe348d6396361af9c07bfc23405af10540f220999184db21 health_score: 100.0 last_checked: 1779130495.003796 needs_ai_refresh: true hierarchy: - Platform Architecture - Automation - Ansible tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-25T00:34:57Z' gh_stars: 219 discovered_at: '2024-12-25T00:34:57Z' 'https://github.com/redhat-cop/infra-ansible/tree/master/roles/identity-management ': title: "GitHub redhat-cop: Ansible Role \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033041.357835 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:41.357835+02:00' https://github.com/redhat-cop/keepalived-operator: title: '==redhat-cop/keepalived-operator: Keepalived operator==' description: '' year: '2023' stars: 5 ai_summary: Manages Keepalived deployments within Kubernetes clusters. It coordinates VIP (Virtual IP) failover protocols across physical or virtual cluster node interfaces. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 36ebcc8a8c1e0b111e6f6a4d84a1eb0a7df3ef7f97b74c9f36e825c3b3452a79 health_score: 100.0 last_checked: 1779033046.911709 needs_ai_refresh: true hierarchy: - Networking - Load Balancing - High Availability - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-03T23:41:54Z' gh_stars: 123 discovered_at: '2024-04-03T23:41:54Z' https://github.com/redhat-cop/openshift-applier: title: openshift-applier description: '' year: '2023' stars: 5 ai_summary: An Ansible-based configuration framework from the Red Hat Community of Practice (CoP). It simplifies OpenShift resource definition by translating complex templates into structured variables, allowing legacy automation tools to interface with Kubernetes. language: Ansible resource_type: Automation Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c5045b3bfe9fb02f4e1c402ac4e20a541531cc4c8d477d3108772d98342d5b20 health_score: 100.0 last_checked: 1779032786.115621 needs_ai_refresh: true hierarchy: - Deployment & Delivery - OpenShift - Automation tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-01-16T14:45:42Z' gh_stars: 98 discovered_at: '2023-01-16T14:45:42Z' https://github.com/redhat-cop/openshift-playbooks: title: OpenShift Playbooks description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 322d2044fcde21fd62b287e7a6b3a2aa7b942139a6745530d8b14a1ab5ebd790 health_score: 100.0 last_checked: 1779031567.397674 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} gh_license: CC-BY-SA-4.0 discovered_at: '2026-05-17T17:26:07.397674+02:00' https://github.com/redhat-cop/openshift-toolkit: title: "OpenShift Toolkit \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 73930c1fbb7418f2401b9edd0df604cbee3db613a9835abccb329a06bedbaecb health_score: 100.0 last_checked: 1779032249.140976 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp3.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:37:29.140976+02:00' https://github.com/redhat-cop/openshift-toolkit/tree/master/capacity-dashboard: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 049ec769aec9d45569d1de327ebb3742264ba2ef49ddfa1fc0ac459fe68d4b03 health_score: 100.0 last_checked: 1779029634.485014 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T16:53:54.485014+02:00' https://github.com/redhat-cop/openshift-toolkit/tree/master/custom-dashboards: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2bfcf18e1623bfc91158bf24be624875fa444d591fe10c1d34310a0143450f5a health_score: 100.0 last_checked: 1779032518.849999 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:41:58.849999+02:00' https://github.com/redhat-cop/openshift-toolkit/tree/master/networkpolicy: title: "GitHub: redhat-cop OpenShift Toolkit Network Policy \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: Developed by the Red Hat Community of Practice, this repository provides highly standardized, reusable NetworkPolicy templates. While early implementations relied on basic IP blocks, live engineering practices in 2026 demand these profiles for enforcing zero-trust namespaces. language: YAML resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cd907088eeb5ced935681a6c6a7422bdddcf468be81abcf597bc7947be65cba1 health_score: 100.0 last_checked: 1779032104.221478 needs_ai_refresh: true hierarchy: - Kubernetes & OpenShift - Security - Network Policies tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-08T14:49:55Z' gh_stars: 236 discovered_at: '2022-11-08T14:49:55Z' https://github.com/redhat-cop/openshift-toolkit/tree/master/quota-management: title: "GitHub redhat-cop: OpenShift Toolkit - Quota Management \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A toolkit designed to administer dynamic multi-project resource quotas. Provides automation patterns to help cluster operators coordinate resource allocation profiles across developer namespaces. language: Go resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 0ee9da0840ba5110b22c139014a88b0d20833b3c13250ae5dfefc13166cad2f4 health_score: 100.0 last_checked: 1779031865.789077 needs_ai_refresh: true hierarchy: - Platform Architecture - Resource Management - Governance tags: - '[COMMUNITY-TOOL]' - '[ENTERPRISE-STABLE]' v1_locations: - docs/ocp3.md v2_locations: - ocp3.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-08T14:49:55Z' gh_stars: 236 discovered_at: '2022-11-08T14:49:55Z' https://github.com/redhat-cop/pelorus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9e0a361d7f9844408ff4bb2f67698201bd08cb34e4b2b3ab44c90bb11bbe1970 health_score: 100.0 last_checked: 1779032372.213471 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:32.213471+02:00' https://github.com/redhat-cop/pipeline-library: title: "OpenShift Pipeline Library \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A collection of shared pipeline libraries providing modular groovy wrapper methods for OpenShift deployments. Most implementations are archived as enterprise standards have pivoted completely toward Tekton Pipelines and Argo CD GitOps pipelines. language: Groovy resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 791bf29a388fb988c57a91ed46b419db0c36c6e12b4368fa1db2de945ca7038e health_score: 100.0 last_checked: 1779031896.871913 needs_ai_refresh: true hierarchy: - Platform Architecture - CI/CD - Jenkins Pipelines tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-11-14T11:29:20Z' gh_stars: 51 discovered_at: '2023-11-14T11:29:20Z' https://github.com/redhat-cop/quay-operator: title: Quay Community Edition operator description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 29bf38ae0cd9b442da8f581ec65f8dc6e0daee5b7d2be93453ebf87c6c63847b health_score: 100.0 last_checked: 1779031064.934559 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.934559+02:00' https://github.com/redhat-developer-demos: title: "Red Hat Tutorials & Examples: github.com/redhat-developer-demos \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: The main repository for Red Hat Developer developer demos. Offers a variety of quickstarts covering modern Java/Go runtimes, microservices integration, Kubernetes-native deployments, and pipeline automation designs. language: Java / Go / Node.js resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 86a2f65ef28633dcbfc8bb69566b134096d084b2399d0efbfbf5a1a60e6f4887 health_score: 100.0 last_checked: 1779030788.07862 needs_ai_refresh: true hierarchy: - Application Development - Tutorials - Developer Demos tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:13:08.078620+02:00' https://github.com/redhat-developer-demos/istio-tutorial: title: 'github: redhat-developer-demos Istio Tutorial for Java Microservices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436 health_score: 100.0 last_checked: 1779031521.414866 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:21.414866+02:00' https://github.com/redhat-developer-demos/knative-tutorial: title: knative-tutorial description: '' year: '2023' stars: 5 ai_summary: A comprehensive repository tutorial focused on Knative. Delivers detailed, practical instructions for implementing Knative Serving, traffic splitting, event brokers, and scale-to-zero configurations. language: Java / Yaml resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 32a735e398958e5c1d0b6daac824581708477f5be29cbfc3b5bd1d5e4822342f health_score: 100.0 last_checked: 1779030674.438001 needs_ai_refresh: true hierarchy: - Serverless & Knative - Serverless Frameworks - Knative Tutorial tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-15T22:52:33Z' gh_stars: 291 discovered_at: '2026-01-15T22:52:33Z' https://github.com/redhat-developer-demos/spring-petclinic: title: "github.com/redhat-developer-demos/spring-petclinic \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Curator Insight maps out Red Hat's customized developer demo fork of the Spring Petclinic project. Live Grounding indicates this version is heavily optimized for OpenShift deployments, featuring native integration with OpenShift build configs and Kubernetes secrets. It is ideal for illustrating red-hat native cloud development workflows. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: fd24727441ba9292563440cf72f52c7fc639eba4eb1f369c8ae9f1ebddf16460 health_score: 100.0 last_checked: 1781735921.28187 needs_ai_refresh: true hierarchy: - Software Development - Microservices - Reference Architecture - Spring Petclinic Red Hat tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.281870+02:00' https://github.com/redhat-developer/odo: title: "ODO: OpenShift Command line for Developers \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Official repository for odo, a developer-centric CLI for Kubernetes and OpenShift. Abstracting away complex Kubernetes YAML manifests, odo prioritizes fast iterative code deployments directly to the cluster from local IDE directories. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 8bdde2aceb677ab1c885afb312d10ca3a1d660fd0e588dabb9376553ffe9a16f health_score: 100.0 last_checked: 1779031602.610275 needs_ai_refresh: true hierarchy: - Developer Experience - Inner Loop Development - OpenShift Odo CLI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-30T17:07:22Z' gh_stars: 841 discovered_at: '2026-03-30T17:07:22Z' https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading: title: Grading Pipeline for OpenShift 4 Advanced Application Deployment Homework Assignment description: '' year: '2021' stars: 0 ai_summary: Curator Insight frames this as a grading pipeline automated for assessing advanced application deployment homework on OpenShift 4. Live Grounding indicates it uses script-based compliance checks to programmatically evaluate multi-tier deployments. This architecture is valuable for automated environment auditing and continuous validation platforms. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 11952450ee620a2e1caf388fa3392fac6fdaf3c0f552d391f01606a264b8d935 health_score: 100.0 last_checked: 1781735911.060876 needs_ai_refresh: true hierarchy: - Cloud Native Platforms - Red Hat OpenShift - Automation Grading - Academic Homework tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.060876+02:00' https://github.com/redhat-scholars/istio-tutorial: title: "redhat-scholars: istio-tutorial \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A comprehensive scenario-driven learning path designed by Red Hat. Covers service deployment, routing, traffic splitting, canary deployments, circuit breakers, and advanced security models using Envoy. language: HTML resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436 health_score: 100.0 last_checked: 1779034156.150053 needs_ai_refresh: true hierarchy: - Service Mesh - Training - Education tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-17T11:00:24Z' gh_stars: 1206 discovered_at: '2024-10-17T11:00:24Z' https://github.com/redhatdemocentral/ocp-install-demo: title: "github.com/redhatdemocentral: OpenShift Container Platform Install Demo' \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A repository of scripts for quick deployment demonstrations of the OpenShift Container Platform. Useful for sandboxing and architecture demos. However, 2026 production automation pipelines strictly favor the official OpenShift Installer (IPI) commands directly. language: Shell resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 37d4ae26478a77707dc937bd7afb50f9571de3db2345633bfe9f35e0a152d073 health_score: 100.0 last_checked: 1781736123.110011 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Distributions - Demos & Workshops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:03.110011+02:00' https://github.com/redhatspain/apache-reverse-proxy-jenkins: title: Apache Reverse Proxy for Jenkins description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9d875b557b84eed1c35aed8d8cbd536b4ad4f9af17e64b8ac003b1e033ee998d health_score: 100.0 last_checked: 1779031945.42772 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/web-servers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:32:25.427720+02:00' https://github.com/redhatspain/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf: title: "My Dynatrace proof of concept \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 87bdcfd7de5bf5edde67964c50cb353136bae950347fd52ab4b285fcaddae3c5 health_score: 100.0 last_checked: 1779030732.465121 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:12.465121+02:00' https://github.com/redhatspain/awesome-kubernetes/tree/master/pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1f38461b8ef6fb950943d311d635603a28b0210389b47d3c8c3bfd6a1d1e9b1f health_score: 100.0 last_checked: 1779032340.215629 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:00.215629+02:00' https://github.com/redhatspain/confluence6-atlassian: title: Atlassian Confluence6 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 68899e39f2e8c69de2e1bc9a7085f64c600c83931fd0a3cdadfa7136cd37c6a3 health_score: 100.0 last_checked: 1779033974.423001 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:14.423001+02:00' https://github.com/redhatspain/jenkins-CasC-kubernetes-demo: title: "Jenkins Configuration as Code on Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: de8f3797f1dc811127980d26c0db9fe57190976c33590c276556b1ead02e05f6 health_score: 100.0 last_checked: 1779031181.947357 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:41.947357+02:00' https://github.com/redhatspain/nexus3-helm-chart: title: 'Proof of Concept: Nexus3 Chart configuration on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c47112a19729667b9426ca0878bae659779bcea302b5d100a828a37305451200 health_score: 100.0 last_checked: 1779031865.850186 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:05.850186+02:00' https://github.com/redkubes/otomi-core: title: '==github: Otomi==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 39d17f5e01336c933d85de62b95e90f66645b05c9f8e301a3bb5520d27cc0df5 health_score: 100.0 last_checked: 1779033904.116343 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:04.116343+02:00' https://github.com/redpanda-data/console: title: redpanda-data/kowl description: '' year: '2023' stars: 5 ai_summary: A high-performance web dashboard optimized for debugging and exploring event-streaming platforms. Developed originally as Kowl and later rebranded as Redpanda Console, it presents outstanding visualization of schema registries, active consumer state tracking, and rapid payload searches. language: TypeScript resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f9cf43865650fb3fb4b61a4e568811dc244f4a38ce1bed0c8f67da5e778ce9ac health_score: 100.0 last_checked: 1781736091.52153 needs_ai_refresh: true hierarchy: - Event-Driven Systems - Apache Kafka - Observability & UI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:31.521530+02:00' https://github.com/redpanda-data/kowl: title: redpanda-data/kowl description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: eb6cee0202e057298f985d2033125765332c425f6edbe4942af179bfe21ac5e1 health_score: 100.0 last_checked: 1779033045.331044 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:45.331044+02:00' https://github.com/reetasingh/CKAD-Bookmarks: title: CKAD-Bookmarks description: '' year: '2022' stars: 5 ai_summary: A curated repository of target-specific browser bookmarks designed to speed up reference lookup in the official Kubernetes documentation during the time-constrained Certified Kubernetes Application Developer (CKAD) exam. Organized logically by exam domains, it allows rapid navigation to code snippets for CronJobs, NetworkPolicies, and PersistentVolumeClaims. language: HTML resource_type: Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: dff58f531df854fa84ac372bc6f10784d54b17ebf8cc25c48c5ddde5ed301a2d health_score: 100.0 last_checked: 1779030268.286549 needs_ai_refresh: true hierarchy: - Training - Certification - CKAD tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-23T04:44:31Z' gh_stars: 295 discovered_at: '2023-02-23T04:44:31Z' https://github.com/regret546/AzureBlueprints/tree/main/iac-azure-bastion-hub-spoke: title: Azure Bastion Hub-Spoke IaC Blueprint description: An Infrastructure-as-Code blueprint to automate the deployment of Azure Bastion within a hub-and-spoke virtual network topology. year: '2026' stars: 4 ai_summary: A ready-to-deploy Infrastructure-as-Code repository facilitating standard landing zone security configurations on Azure. Automates the provisioning of Azure Bastion hosted in a centralized Hub virtual network, establishing secure, peer-routed administrative access tunnels to VMs housed in secondary Spoke networks. Implements strict enterprise topology rules to minimize public-facing attack surfaces without disrupting operational connectivity. language: en resource_type: repository complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: ba30c6b7f96e540b46eb1750dfa7e3dbf5d6010da3746457ff7be3ef464e03e7 health_score: null last_checked: 1780352037.40145 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure - Networking - Hub and Spoke - Azure Bastion IaC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: Active community project detailing enterprise standard cloud architecture topologies. social_preview_url: https://opengraph.githubassets.com/26aa80ab90c6bd6129d48a65ad1a5affeb1612c4f5d2ff79857c7ac4fd6a8b8f/regret546/AzureBlueprints source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401450+02:00' https://github.com/rehacktive/caffeine: title: rehacktive/caffeine description: '' year: N/A stars: 0 ai_summary: Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. language: English resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1990fd11ed5696e40dd95d6825a89fdcb1f512364813c84a8e5e5ed51eba700a health_score: 100.0 last_checked: 1779031103.84835 needs_ai_refresh: true hierarchy: - Utilities - Go Tools - System Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2022-11-30T16:19:55Z' gh_stars: 1176 discovered_at: '2022-11-30T16:19:55Z' https://github.com/rekon-oss/portfall: title: "Portfall: A desktop k8s port-forwarding portal for easy access to all your' cluster UIs \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1f3cab895c3d5d3bf7ef5c7d6ef01043692b0314dab49a19317fca41a7ef5b5a health_score: 100.0 last_checked: 1779032383.768254 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.768254+02:00' https://github.com/rene6502/keepass-secret: title: rene6502/keepass-secret description: '' year: '2026' stars: 1 ai_summary: KeePass-Secret is a specialized Kubernetes operator designed to synchronize secret data directly from a secure KeePass database into native K8s secrets. By mapping database paths to target configurations, it helps teams centralize configuration files offline while automating cluster injection. The tool is highly suitable for homelab architectures and secure developer environments. language: Go resource_type: Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8eff8a8be448a4148fc1ac4bacdfc6c3a0e6328b643d4ddf713f2c271ac20613 health_score: 100.0 last_checked: 1779031226.804568 needs_ai_refresh: true hierarchy: - Security - Secret Management - Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-19T13:48:49Z' gh_stars: 36 discovered_at: '2026-04-19T13:48:49Z' https://github.com/reneaudain/jenkins_tf_repo: title: 'github.com/reneaudain/jenkins_tf_repo: Jenkins Server and S3 Artifact Storage'' on AWS using Terraform' description: '' year: '2023' stars: 0 ai_summary: Practical automation code directory targeting the deployment of Jenkins configurations along with secure S3 storage setups. Integrates infrastructure definitions for continuous delivery processes on AWS platforms. language: HCL resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 00139cb5839658cc1e9b768e419c1ae54cf1ff6bb68af7292dfad2f96814226d health_score: 100.0 last_checked: 1781736232.257244 needs_ai_refresh: true hierarchy: - Infrastructure as Code - CI/CD & Automation - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:52.257244+02:00' https://github.com/replicatedhq/troubleshoot: title: github.com/replicatedhq/troubleshoot description: '' year: '2025' stars: 2 ai_summary: A framework providing preflight checks and support-bundle collection capabilities for Kubernetes applications. Crucial for enterprise environments deploying applications onto heterogeneous on-premises or customer-managed clusters. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ab452e5ede9ee17c96b1d2b2d0e07b1c18589b9dac1fa9ce2c94f4ac2701b302 health_score: 100.0 last_checked: 1779032699.724114 needs_ai_refresh: true hierarchy: - Observability - Debugging - Pre-flight Checks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-tools.md - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T16:15:20Z' gh_stars: 582 discovered_at: '2026-06-11T16:15:20Z' https://github.com/resmoio/kubernetes-event-exporter: title: resmoio/kubernetes-event-exporter description: '' year: '2025' stars: 3 ai_summary: The Kubernetes Event Exporter routes native, transient cluster events to long-term storage and telemetry backends like Elasticsearch, Kafka, Datadog, or Slack. This ensures reliable auditing trails and operational visibility, filling the void left by default short-lived event structures. language: Go resource_type: Daemon / Exporter complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 951f3f78dd520fc442d23ef9b1816aa9f9a624f20ed905dc7d4af9f22d71a305 health_score: 100.0 last_checked: 1779033140.888595 needs_ai_refresh: true hierarchy: - Observability - Logging & Events - Event Routing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-20T15:09:21Z' gh_stars: 1030 discovered_at: '2024-08-20T15:09:21Z' https://github.com/resources/events/github-microsoft-build26: title: GitHub at Microsoft Build 2026 description: Official collection of demos, code-first agent workshops, and terminal toolkits featured at the Microsoft Build 2026 conference. year: '2026' stars: 4 ai_summary: 'A central resource repository highlighting GitHub''s shift toward the agentic software development lifecycle during Microsoft Build 2026. - Features reference materials on compiling custom knowledge bases, configuring terminal-native tools, and deploying Copilot-powered workflows. - Showcases specialized integrations like OpenClaw for local agent loops and the terminal-based Microsoft Build CLI plugin to interface with live cloud resources.' language: en resource_type: event complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 38d3e9552cfe9e4ef4ff5d4798451c58a0a6c3d06890f61a6f50a3160da43c5a health_score: null last_checked: 1780352838.801085 needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Agentic Systems - Developer Tooling tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official events hub repository detailing GitHub and Microsoft integrations at Build 2026. Highly vetted, authoritative and heavily referenced during the June 2026 conference. social_preview_url: '' source_provenance: X.com (GitHub) suggested_new_category: developer-events discovered_at: '2026-06-02T00:27:18.801085+02:00' https://github.com/resources/whitepapers/actions: title: '==resources.github.com: What is GitHub Actions? How automation & CI/CD work on GitHub (whitepaper/pdf)==' description: '' year: '2021' stars: 0 ai_summary: An enterprise whitepaper discussing architectural strategies to consolidate developer pipelines on GitHub. Outlines resource efficiency, pipeline standardization, and reduced maintenance overhead from integrating CI tools directly into repository lifecycles. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ad1375e7fde97429ae8092cdb30c7e800c467a81395e0b401cb3fd726112fd13 health_score: 100.0 last_checked: 1781735950.247815 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - GitHub Actions - Enterprise Whitepaper tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:10.247815+02:00' https://github.com/reviewdog/reviewdog: title: ==reviewdog - A code review dog who keeps your codebase healthy.== description: '' year: '2023' stars: 4 ai_summary: Automated code review bot designed to parse error inputs from arbitrary linter systems and post inline comments directly back to pull requests on GitHub, GitLab, or Bitbucket. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b66adcc890091ac5c67c9dbc5000a5f59e5f4d853714436d32699d7be95a521a health_score: 100.0 last_checked: 1779034560.739738 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Code Review tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T21:30:34Z' gh_stars: 9365 discovered_at: '2026-06-12T21:30:34Z' https://github.com/rh-messaging/artemis-prometheus-metrics-plugin: title: Artemis Prometheus Metrics Plugin description: '' year: '2024' stars: 5 ai_summary: Duplicates technical setup for the Artemis-Prometheus plugin, highlighting metrics formatting for queue lengths, active sessions, and underlying JVM memory states. language: Java resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8ef645952b41c8c9048429b780036f62a1742f360244b250ae6aa6ac89b8b5a1 health_score: 100.0 last_checked: 1779029274.525557 needs_ai_refresh: true hierarchy: - Middleware - Messaging Orchestration - Artemis Extensions tags: - '[DE FACTO STANDARD]' v1_locations: - docs/grafana.md - docs/prometheus.md v2_locations: - prometheus.md - grafana.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T09:39:52Z' gh_stars: 28 discovered_at: '2026-06-11T09:39:52Z' https://github.com/ricardomaraschini/tagger: title: Tagger description: '' year: '2021' stars: 1 ai_summary: A custom controller designed to monitor container image registries and automatically update reference tags on corresponding deployment resources upon registry changes, though now generally managed by GitOps controllers like Argo Image Updater. language: Go resource_type: Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ec474449a5d1c5337c1ab6d4446faca214cf67ff0457127652ba0340f069143c health_score: 100.0 last_checked: 1779029989.23807 needs_ai_refresh: true hierarchy: - Cluster Management - Configuration Management - Dynamic Metadata tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-18T14:11:12Z' gh_stars: 15 discovered_at: '2026-05-18T14:11:12Z' https://github.com/ricoberger/vault-secrets-operator: title: github.com/ricoberger/vault-secrets-operator description: '' year: '2025' stars: 5 ai_summary: This operator provides direct synchronization between HashiCorp Vault secrets and Kubernetes Secrets storage classes. By tracking external Vault paths, it triggers dynamic, secure updates to dependent application pods the moment source secrets are rotated. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 59363a26a104496ba1ec0798d143393b7d2a0b4175343ecd92dec3425d970b58 health_score: 100.0 last_checked: 1779030611.105917 needs_ai_refresh: true hierarchy: - Security & Compliance - Secret Management - HashiCorp Vault tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T04:59:40Z' gh_stars: 687 discovered_at: '2026-06-01T04:59:40Z' https://github.com/rmb938/hostport-allocator: title: HostPort Operator description: '' year: '2022' stars: 5 ai_summary: An allocation controller that coordinates and locks dedicated hostPorts for pods. It mitigates physical scheduling conflicts when multiple high-performance workloads require direct edge node exposure. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 882482d19f013805f1289308977db6293265f766f0b3f076c25a236073db6560 health_score: 100.0 last_checked: 1779034031.155227 needs_ai_refresh: true hierarchy: - Networking - Ingress & Routing - Host Port Allocation - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-11-17T00:22:54Z' gh_stars: 18 discovered_at: '2025-11-17T00:22:54Z' https://github.com/robscott/kube-capacity/releases: title: ==Kube-capacity== description: '' year: '2025' stars: 3 ai_summary: Kube-capacity is an exceptionally popular CLI utility designed to synthesize and output resource requests, limits, and actual real-time utilization. It queries metrics servers and displays overall usage at the node, pod, and container levels, acting as a crucial tool for capacity optimization. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4b11fd0b190de20e55cfc8c521ce0731be7a5ad1b21bea34d953e9713c6ce04a health_score: 100.0 last_checked: 1779030025.460393 needs_ai_refresh: true hierarchy: - Operations - Resource Management - CLI Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-21T01:07:32Z' gh_stars: 2636 discovered_at: '2025-11-21T01:07:32Z' https://github.com/robusta-dev/chatgpt-yaml-generator: title: github.com/robusta-dev/chatgpt-yaml-generator description: '' year: N/A stars: 0 ai_summary: A tailored schema wizard matching generative prompts to robust Kubernetes structures. Generates production-ready configurations containing service boundaries, volume bindings, and routing structures. language: English resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c3b53f800b5374d40ece00e4a0576acf75f1f134d46e11d6428cff39368f3c32 health_score: 100.0 last_checked: 1779032368.927033 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Kubernetes Operations - Declarative Manifests tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-07-08T05:13:58Z' gh_stars: 117 discovered_at: '2023-07-08T05:13:58Z' https://github.com/robusta-dev/holmesgpt: title: HolmesGPT (Robusta) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 941c9489c44841efbc269906164c68f1aba114130400d86da339a947dea72314 health_score: 100.0 last_checked: 1779029159.136727 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ai-agents-mcp.md - docs/ai.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:59.136727+02:00' https://github.com/robusta-dev/krr: title: ==robusta-dev/krr== description: '' year: '2025' stars: 5 ai_summary: Robusta KRR (Kubernetes Resource Recommender) is an open-source CLI tool that optimizes resource requests and limits. By collecting and analyzing historical usage metrics from Prometheus, KRR outputs actionable recommendations to prevent pod OOM-kills while cutting unnecessary CPU and memory over-allocations, making it a critical FinOps instrument. language: Python resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 3cb6c1eaa47ed3a44ed249d54e2eb57ac69d5da64d8421108008b49abca4cee7 health_score: 100.0 last_checked: 1779029371.449815 needs_ai_refresh: true hierarchy: - FinOps - Resource Optimization - Right-Sizing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-08T14:12:45Z' gh_stars: 4616 discovered_at: '2026-06-08T14:12:45Z' https://github.com/robusta-dev/kubernetes-chatgpt-bot: title: github.com/robusta-dev/kubernetes-chatgpt-bot description: '' year: N/A stars: 0 ai_summary: An intelligent triage chatbot linking cluster failures directly to LLM advice. Hooks Prometheus alert outputs to supply operators with instantaneous log summaries and debug steps. language: English resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2f1ade76dd3cf3cedcd84243e469186f5a143bb3c7be9a6e87708670f3c762c5 health_score: 100.0 last_checked: 1781735889.876177 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Kubernetes Operations - AIOps Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:09.876177+02:00' https://github.com/robzienert/awesome-spinnaker: title: Awesome Spinnaker description: '' year: '2026' stars: 1 ai_summary: A developer resource library for Spinnaker continuous delivery engines. Details advanced declarative pipeline patterns, blue-green delivery topologies, and integration guidelines for multi-cloud deployments. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 7bf27d2766d7f327fd6c84c2b936b7de5de6e174a946937f6c97cf21e7ea5abd health_score: 100.0 last_checked: 1779032484.336706 needs_ai_refresh: true hierarchy: - Continuous Delivery - CI-CD Pipelines - Multi-Cloud Continuous Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2019-02-12T17:51:32Z' gh_stars: 13 is_special: true discovered_at: '2019-02-12T17:51:32Z' https://github.com/rohitg00/ai-engineering-from-scratch: title: rohitg00/ai-engineering-from-scratch description: A comprehensive, free, and MIT-licensed curriculum comprising 435 lessons across 20 phases to build AI algorithms from scratch. year: '2026' stars: 4 ai_summary: 'A rigorous, open-source educational curriculum designed to teach developers to build AI algorithms from basic math foundations up to advanced production architectures. * Covers 20 comprehensive phases, including deep learning, custom transformer training, LLM quantization (FP8, GGUF), and multi-agent system orchestration. * Integrates seamlessly with Claude Code and Cursor as agentic skills to support local understanding verification and diagnostics.' language: en resource_type: repository complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 50d5c9e84444f6e6340d9ed1e1238dcc9f1a2f4ee4de1ab63025a320011d83ff health_score: null last_checked: 1780352686.744469 needs_ai_refresh: false hierarchy: - Artificial Intelligence - E-Learning - LLM Engineering - Agent Frameworks tags: - GUIDE - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: elearning gh_license: MIT gh_pushed: '2026-06-01T16:14:02Z' gh_stars: 26711 reputation_status: Vetted reputation_summary: Highly praised by the developer and AI engineering communities on Reddit and DEV.to for its unique, hands-on methodology that rebuilds core AI algorithms from raw mathematical foundations before implementing production libraries. social_preview_url: https://opengraph.githubassets.com/0a08e166a20579d2f601b33f745c9976a6f74136cf52ffd71777c57e88abfc2b/rohitg00/ai-engineering-from-scratch source_provenance: X.com (midudev) suggested_new_category: ai-engineering discovered_at: '2026-06-01T16:14:02Z' https://github.com/roib20/terraform-provision-gke-cloudflare: title: 'github.com/roib20: Terraform - Provision a GKE Cluster with Cloudflare Ingress'' and ArgoCD' description: '' year: '2022' stars: 1 ai_summary: An automated infrastructure template bootstrapping a GKE cluster integrated with Cloudflare Ingress tunnels and ArgoCD. Delivers a complete GitOps framework with zero public endpoint exposure to secure container ingress points. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: fb5edeeb99997cd6b1facb9a8dcfdae866ecad72d3bf06f7cb09189569788890 health_score: 100.0 last_checked: 1779032935.090022 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - GCP - GKE Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2025-06-12T17:11:17Z' gh_stars: 11 discovered_at: '2025-06-12T17:11:17Z' https://github.com/rootless-containers/usernetes: title: rootless-containers/usernetes description: '' year: '2024' stars: 3 ai_summary: Usernetes is an experimental project executing entire Kubernetes clusters (including kubelet, container runtime, and control plane) as unprivileged user sessions (rootless). By leveraging user namespaces, it mitigates severe host privilege escalation risks. Despite performance and networking constraints, it represents a crucial paradigm for high-security multi-tenant nodes. language: Go resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: dc94480bb8e53be78b5973962747280d9a4e6d8a21c43d2177e470c2ffd8b2a3 health_score: 100.0 last_checked: 1779029163.80027 needs_ai_refresh: true hierarchy: - Security - Container Runtimes - Rootless Kubernetes tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T06:15:13Z' gh_stars: 970 discovered_at: '2026-06-08T06:15:13Z' https://github.com/rootsongjc: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0ea884cddf637bf061874a591f5aae79234b4728c03c20228d422e845731db28 health_score: 100.0 last_checked: 1779029916.915163 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:36.915163+02:00' https://github.com/rootsongjc/awesome-cloud-native: title: "rootsongjc/awesome-cloud-native \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An extensive library mapping the CNCF Cloud Native landscape, detailing Service Meshes, dynamic storages, logging setups, and database drivers. Provides platform architects with a systematic catalog to structure and maintain resilient, cloud-agnostic application footprints. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 33e15dc277a7a2f4fed420f6fef49071aa9f122abac77a1e6f33e807b04e41ae health_score: 100.0 last_checked: 1779033922.082968 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Cloud Native tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-08T12:56:50Z' gh_stars: 2413 is_special: true discovered_at: '2026-06-08T12:56:50Z' https://github.com/rosehgal/k8s-In-30Mins: title: "github: K8s in 30 mins \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: An accelerated educational repository mapping core Kubernetes abstractions, including Pods, Services, Deployments, and ReplicaSets. Translates complex container orchestration mechanics into brief visual explanations, facilitating quick developer onboarding for distributed systems development. language: Markdown resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 5c81ebfd4d71713255c9b7c98599d5f544fe17db032c2208b4d0142b17b3c5af health_score: 100.0 last_checked: 1779130495.013955 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Training & Concepts tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-03-18T12:05:22Z' gh_stars: 212 discovered_at: '2021-03-18T12:05:22Z' https://github.com/rossmcdonald/telegraf: title: Telegraf Ansible Role description: '' year: '2024' stars: 0 ai_summary: Ansible playbook role to provision and configure the Telegraf agent across varied Linux operating systems. Automates configuration generation and systemd unit registration. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1b1fb7e8b7e664928bf40f29d92222d796fc8977e041a9dd745801e8c72a13f1 health_score: 100.0 last_checked: 1781736133.617234 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Ansible - Telegraf Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:13.617234+02:00' https://github.com/rothgar/bashScheduler: title: github.com/rothgar/bashScheduler description: '' year: '2018' stars: 0 ai_summary: An experimental Kubernetes scheduler written entirely in Bash. It is exclusively intended for academic learning, illustrating scheduling queues, node filtering, and binding phases to developers wanting to grasp scheduler-manager communication without compiled code complexity. language: Bash resource_type: Script / Experimental complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8fe75c35268dbffe245c454389314c522719dad8a4eda2c0036a802901db59f0 health_score: 100.0 last_checked: 1781736046.715861 needs_ai_refresh: true hierarchy: - Scheduling - Custom Schedulers - Experimental tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.715861+02:00' https://github.com/rottencandy/vimkubectl: title: rottencandy/vimkubectl description: '' year: '2021' stars: 1 ai_summary: A Vim plugin that allows users to manage and inspect Kubernetes clusters directly from within Vim. It supports list, edit, and apply actions for standard resources without leaving the text editor. Highly appreciated by terminal purists in 2026 for minimizing window context switching. language: Vim Script resource_type: Vim Plugin complexity: Low is_microservice: false status: online addition_method: manual content_hash: f5f9d3d49206dc38f110fe21cfb12e9dab397169ea4d991c3c7031a7f1eab415 health_score: 100.0 last_checked: 1779033223.064867 needs_ai_refresh: true hierarchy: - Development - IDE Integration - Vim tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-06-07T19:05:08Z' gh_stars: 79 discovered_at: '2024-06-07T19:05:08Z' https://github.com/roubles/kubeshell: title: kubeshell description: '' year: '2018' stars: 0 ai_summary: An early attempt at building an interactive shell auto-complete program for kubectl. Now defunct, its conceptual UX improvements have been integrated directly into standard shell autocompletion patterns and kubectl aliases. language: Python resource_type: Interactive Shell Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: f8f2a3986ffa4bb8b9370f9a3641d54d4aa8807d43d58103bcd0b2ac86e4b41c health_score: 100.0 last_checked: 1781736046.718468 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Interactive Shell tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.718468+02:00' https://github.com/rromannissen/rhoar-microservices-demo: title: 'rromannissen/rhoar-microservices-demo: GitOps for Microservices with Red'' Hat Runtimes demo' description: '' year: '2020' stars: 0 ai_summary: A demonstration repository featuring GitOps patterns for microservices configured with Red Hat Runtimes. Illustrates safe promotion processes and environment configuration syncing using Argo CD. language: Java / Yaml resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 95dde057da8c5abf503c8dcc3df9e420a8c5a0426349497b59a1302a0f9710be health_score: 100.0 last_checked: 1781735911.062564 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Microservices Showcase tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.062564+02:00' https://github.com/ruanbekker/thanos-cluster-setup: title: 'github.com/ruanbekker: Thanos Cluster Setup' description: '' year: '2021' stars: 0 ai_summary: Developer guide outlining the architectural deployment of a highly available Thanos cluster with Docker Compose. Demonstrates configuring Thanos Sidecar, Querier, Store Gateway, and S3 object storage targets. language: YAML resource_type: Configuration Code complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d42af94cf3d1e82530ae18a98cb6577aea0011fea899ccdb7220671deb1894ff health_score: 100.0 last_checked: 1781736133.731752 needs_ai_refresh: true hierarchy: - Observability - Distributed Storage - Thanos Engine tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:13.731752+02:00' https://github.com/run-x/awesome-kubernetes: title: run-x/awesome-kubernetes description: '' year: '2023' stars: 5 ai_summary: A specialized directory compiling infrastructure automation, IAC templates, and deployment scripts for Kubernetes clusters. Highlights tools designed to expedite cloud environment setups and secure CI/CD orchestration paths. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 11bf03c69bbe82170cc65a6d731332e0d8490d6115be6a7cac0c8e46e2e6b898 health_score: 100.0 last_checked: 1779030443.508134 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Kubernetes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2022-01-04T11:29:07Z' gh_stars: 379 is_special: true discovered_at: '2022-01-04T11:29:07Z' https://github.com/run-x/opta: title: 'run-x/opta: Opta - Supercharge DevOps on any cloud' description: '' year: '2023' stars: 2 ai_summary: Opta is an archived high-level declarative infrastructure platform that abstracted low-level Terraform details into service-centric YAML layouts. While it successfully simplified multi-cloud container orchestration, the project has been officially archived. Current platform engineering teams should look to modern modular structures like Terramate or native OpenTofu/Terraform configurations. language: Python resource_type: Framework complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7ddffc9789005403b41f392303e2ff2329c501f0e300b82f48da1910b84859ed health_score: 100.0 last_checked: 1779029478.986514 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Abstractions - Legacy Platforms tags: - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-04-03T22:19:45Z' gh_stars: 912 discovered_at: '2023-04-03T22:19:45Z' https://github.com/runacapital/awesome-oss-alternatives: title: "runacapital/awesome-oss-alternatives: Awesome open-source alternatives to' SaaS \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: An architectural directory showcasing open-source, self-hostable equivalents to commercial SaaS platforms. Helps enterprise tech architects mitigate vendor lock-in, streamline data compliance, and deploy privacy-centric containerized services locally. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 027362fede1dc4ec436aa5cf1d6060b6e588e3cdb939c743b23bd97660638fee health_score: 100.0 last_checked: 1779033068.776163 needs_ai_refresh: true hierarchy: - Software Engineering - Open Source Software - SaaS Alternatives tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-09-03T17:43:01Z' gh_stars: 19234 is_special: true discovered_at: '2025-09-03T17:43:01Z' https://github.com/ruoshan/autoportforward: title: ruoshan/autoportforward description: '' year: '2022' stars: 2 ai_summary: Autoportforward is a lightweight developer helper tool designed to automatically monitor running pods and initiate background Kubernetes port-forwarding tunnels. When pods restart or scale, it cleanly self-heals and reinstates the connection. While useful, it lacks the multi-service DNS injection power of kubefwd. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: e2838fc21d9d8030e022eff89c490f919d46a9c7d46e7e9ca6a247a44a0b63c2 health_score: 100.0 last_checked: 1779029552.894289 needs_ai_refresh: true hierarchy: - Developer Experience - Networking - Port Forwarding tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2022-05-07T08:22:59Z' gh_stars: 295 discovered_at: '2022-05-07T08:22:59Z' https://github.com/ryane/kfilt: title: kfilt description: '' year: '2021' stars: 2 ai_summary: A CLI tool dedicated to filtering specific resources out of massive Kubernetes manifest streams. By allowing developers to extract or drop manifests based on metadata, labels, or names, it functions as an essential pipeline tool. language: Go resource_type: CLI Tool complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 490d377e5cb660d558d2f74d305b930819d9f6d133d5fb28809a2f8b540c1205 health_score: 100.0 last_checked: 1779031464.98091 needs_ai_refresh: true hierarchy: - Operations & UX - Manifest Generation - Resource Filtering tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-12-03T03:16:05Z' gh_stars: 114 discovered_at: '2025-12-03T03:16:05Z' https://github.com/ryanmcdermott/clean-code-javascript: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7eb8ba9384eca2b939940ec992baada3b78ee4b207263f6ad0d85a448c1e7825 health_score: 100.0 last_checked: 1779030172.729344 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:02:52.729344+02:00' https://github.com/rydogs/kubecle: title: Kubecle description: '' year: '2021' stars: 5 ai_summary: A terminal-based interaction wrapper that streamlines Kubernetes command contexts. It simplifies executing actions across isolated cluster targets by keeping an active session-level state, reducing command length and configuration complexity for developers running multi-tenant operations. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9ed40c3e36850bbd75bac54f30f7e1822cd002e72995e0ca627563da881de8df health_score: 100.0 last_checked: 1779032372.184978 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Context Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-03-07T06:07:22Z' gh_stars: 57 discovered_at: '2023-03-07T06:07:22Z' https://github.com/sa-mw-dach/podium: title: Podium description: '' year: '2020' stars: 0 ai_summary: A developer tool designed to orchestrate server-side-rendered micro-frontends (podlets) in modular architectures, ensuring fast composition and high decoupling of user interfaces. language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: b956fa8ef7aba4e53e3281f977690f599659e63a0e196447669805c79b9419b3 health_score: 100.0 last_checked: 1781736133.524958 needs_ai_refresh: true hierarchy: - Developer Productivity - Collaboration - Micro-frontends tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:13.524958+02:00' https://github.com/sageteam-org/django-sage-painless: title: 'github.com: Django Sage Painless' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ffc77c4da3b3d8757b604070bfd6d9cd7e51c0a5dda9d14c80542c8afd157c93 health_score: 100.0 last_checked: 1779029378.488178 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:38.488178+02:00' https://github.com/sageteamorg/django-sage-painless: title: 'github.com: Django Sage Painless' description: '' year: '2024' stars: 5 ai_summary: An opinionated community package designed to streamline Django project structuring, modular layouts, and database configuration templates. Helps minimize common configuration pain-points for enterprise applications. Ideal for teams seeking standard structural layout rules across various APIs. language: Python resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8a5bbd46448e1bd8a5dbb631084ab936a053c45c9bd35fc2fd49fe49ae1fcf31 health_score: 100.0 last_checked: 1779130494.987614 needs_ai_refresh: true hierarchy: - Software Engineering - Web Frameworks - Standardization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2024-07-22T18:18:21Z' gh_stars: 60 discovered_at: '2024-07-22T18:18:21Z' https://github.com/sagittaros/terraform-k3s-private-cloud: title: "K3s Private Cluster \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4a8998eba4c5c066a02a898b5f5330680d2f84c24fea7f51355203232e6a671c health_score: 100.0 last_checked: 1779034153.163446 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:13.163446+02:00' https://github.com/sahilsk/awesome-jenkins: title: sahilsk/awesome-jenkins description: '' year: '2026' stars: 1 ai_summary: A focused index consolidating plugins, shared pipeline library patterns, and optimization practices for Jenkins automation servers. Excellent resource for maintaining complex legacy enterprise build pipelines. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4568ebe92ef2d8c514e6609fd35da2b6910f6f212a68bcf1cfafd0ade9c35e12 health_score: 100.0 last_checked: 1779034479.769393 needs_ai_refresh: true hierarchy: - Continuous Delivery - CI-CD Pipelines - Jenkins Ecosystem tags: - '[LEGACY]' v1_locations: - docs/jenkins.md - docs/other-awesome-lists.md v2_locations: - jenkins.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2018-02-22T19:32:46Z' gh_stars: 70 is_special: true discovered_at: '2018-02-22T19:32:46Z' https://github.com/sajeetharan/azure-mindmap: title: github.com/sajeetharan/azure-mindmap description: '' year: '2020' stars: 0 ai_summary: An open-source repository containing comprehensive visual mindmaps of Azure services. Highly useful for architects and developers mapping complex cloud paths and service relationships across security, compute, networking, and data structures. language: English resource_type: Software Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 095a2115a115ef8b2ec8f52f3f7cc672660a9675ee18a94ce7e161242d7beac9 health_score: 100.0 last_checked: 1781735879.759974 needs_ai_refresh: true hierarchy: - Cloud Fundamentals - Azure Ecosystem - Learning Path tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.759974+02:00' https://github.com/sajeetharan/azure-mindmap/blob/master/azure-fundamentals/AZ-900.pdf: title: 'Azure Fundamentals: AZ-900.pdf' description: '' year: '2020' stars: 0 ai_summary: 'Core curriculum guide mapping the AZ-900: Azure Fundamentals certification requirements. Visualizes fundamental virtualization structures, cloud resource taxonomy, Azure billing models, and security governance paths. Ideal for technical onboarding.' language: English resource_type: Certification Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 84b4bd58ed14b2aba03676af5bb6abd2981e801a7f8d0679aa82e42a9e3f50cd health_score: 100.0 last_checked: 1781735879.84105 needs_ai_refresh: true hierarchy: - Cloud Fundamentals - Azure Ecosystem - Certification Guides tags: - GUIDE v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:59.841050+02:00' https://github.com/salesforce/craft: title: salesforce/Craft description: '' year: '2021' stars: 1 ai_summary: Salesforce Craft was a specialized framework built for designing, orchestrating, and provisioning scalable multi-tenant infrastructure. It has since been archived, with its capabilities transitioned to Cloud Provider APIs and Cluster API. language: Go resource_type: Infrastructure Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 225dc0a4e87f67e6ba5854b6819142f49d370fb12f0631bd187a54734d8cdd8f health_score: 100.0 last_checked: 1779031407.032272 needs_ai_refresh: true hierarchy: - Cluster Management - Cloud Provisioning - Multi-tenant Provisioner tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-02T18:07:50Z' gh_stars: 91 discovered_at: '2026-06-02T18:07:50Z' https://github.com/salesforce/metabadger: title: Metabadger description: '' year: '2025' stars: 5 ai_summary: Metabadger is an open-source CLI tool built by Salesforce to automate the hardening of EC2 Instance Metadata Service (IMDS) endpoints by enforcing IMDSv2. It reduces the risk of SSRF (Server-Side Request Forgery) attacks by auditing and updating running instances to reject token-free metadata requests. It is a highly practical compliance tool for security engineering teams. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e5597c83b87384f9e17cdf455a220ad9e07a95a74c87321d607a1598bd3be381 health_score: 100.0 last_checked: 1779030810.133825 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Security and Compliance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2025-05-01T17:30:23Z' gh_stars: 143 discovered_at: '2025-05-01T17:30:23Z' https://github.com/salesforce/sloop: title: "salesforce/Sloop - Kubernetes History Visualization \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A visualizer for Kubernetes history that records resource changes over time and displays them on a timeline. By preserving historical state changes of Pods, ReplicaSets, and Deployments, it helps engineers troubleshoot transient issues that occurred hours or days prior. Widely used in 2026 to bridge the visibility gap left by ephemeral standard API metrics. language: Go resource_type: Web Application complexity: High is_microservice: true status: online addition_method: manual content_hash: c97c8f01ea80af82ee8bf3c4c12cc95695d3418d96ea83834323de35e5eef5be health_score: 100.0 last_checked: 1779033762.011376 needs_ai_refresh: true hierarchy: - Operations - Observability - History Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-02-17T16:38:56Z' gh_stars: 1579 discovered_at: '2026-02-17T16:38:56Z' https://github.com/saml-to/assume-aws-role-action: title: saml-to/assume-aws-role-action description: '' year: '2025' stars: 5 ai_summary: A dedicated GitHub Action designed to securely assume AWS IAM roles using OpenID Connect (OIDC) federation, eliminating the need to store long-lived static AWS credentials inside GitHub secrets. It dynamically exchanges short-lived JWT tokens to gain secure role access. This standard is strongly recommended in modern dev-sec-ops architectures to enforce the principle of least privilege. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a8939c5a4351f7c5a541b07acabd1a4a33c3f78eb27a77f28166b98ef2e6eb81 health_score: 100.0 last_checked: 1779034013.073963 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - CI/CD Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2024-01-09T14:28:52Z' gh_stars: 182 discovered_at: '2024-01-09T14:28:52Z' https://github.com/samrocketman: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ccdb73745887b221a98835c422deb14be9b43a54f17bc7eb184f66cc22bfb681 health_score: 100.0 last_checked: 1779030534.414075 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:54.414075+02:00' https://github.com/samrocketman/docker-jenkins-jervis/blob/main/README.md: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 641a3f8213f628baeba0a177895b8afcdafa5ca33d77725ddf8e27ebef4aaa82 health_score: 100.0 last_checked: 1779130494.993925 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.993925+02:00' https://github.com/samrocketman/docker-jenkins-jervis/blob/master/README.md: title: ref2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9f8b5eaaf9ca73dc37522422efc7da95c5f17d85a2a194351e41163ad4722e4d health_score: 100.0 last_checked: 1779030865.596695 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:25.596695+02:00' https://github.com/samrocketman/jenkins-script-console-scripts: title: "samrocketman/jenkins-script-console-scripts \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 711ca16ae22394e1c7c5785fd4b4b83f69d5ebeceb3c9286150218e07475cba7 health_score: 100.0 last_checked: 1779032552.645454 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:42:32.645454+02:00' https://github.com/samrocketman/jervis/wiki: title: Jervis description: '' year: '2021' stars: 2 ai_summary: Jenkins Receiving Versatile Infrastructure Script (Jervis) simplifies job lifecycle automation by supporting Travis CI-style YAML configurations natively in Jenkins. It enables declarative pipeline builds without complex Groovy setups. language: Groovy resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 93eaf9d57e489a5ce082c63a8dd5e997d36e4e74dc9fa9843a8371d5980c5d7c health_score: 100.0 last_checked: 1779029569.932599 needs_ai_refresh: true hierarchy: - CI-CD - Jenkins - Pipeline as Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-08T02:13:00Z' gh_stars: 271 discovered_at: '2026-05-08T02:13:00Z' https://github.com/samrocketman/nexus3-config-as-code: title: github.com/samrocketman/nexus3-config-as-code description: '' year: '2021' stars: 5 ai_summary: A declarative Groovy-scripted configuration-as-code bootstrap utility designed for automating Sonatype Nexus 3 settings. Live grounding shows this repository has been unmaintained for over four years. While serving as an architectural blueprint for programmatic configuration management, modern operators have largely replaced direct scripting. language: Groovy resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 67c0f78e13dea1958abb1ed12730147f87d222222e05efb875203003d0347f7f health_score: 100.0 last_checked: 1779029993.349773 needs_ai_refresh: true hierarchy: - Artifact Management - Package Repositories - Nexus Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-10-18T07:11:59Z' gh_stars: 62 discovered_at: '2020-10-18T07:11:59Z' https://github.com/samyfodil/taubyte-llama-satellite: title: llama.cpp plugin description: '' year: '2026' stars: 5 ai_summary: An experimental bridge connecting llama.cpp with Taubyte WASM modules. Facilitates low-latency, localized LLM inference tasks across decentralized edge node topologies. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 518e38009b6b766fd78a535eb77f3250b113ebaa6f4bd7ed717336a895773885 health_score: 100.0 last_checked: 1779030688.931498 needs_ai_refresh: true hierarchy: - Serverless Architecture - Edge Computing - AI Integration tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2024-02-02T22:23:10Z' gh_stars: 17 discovered_at: '2024-02-02T22:23:10Z' https://github.com/saturnism/awesome-cloud-native-java: title: Awesome Cloud Native Java description: '' year: '2026' stars: 0 ai_summary: A highly targeted resource registry outliningmodern patterns for containerized Java. Focuses on Spring Boot microservices, Quarkus, GraalVM native image compilation, and techniques for minimizing memory footprint in orchestrations. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 304e0ff20521d8e9925626ba5c54b7204835ea5b029b6f81d31978f5a68e0d89 health_score: 100.0 last_checked: 1781736123.211691 needs_ai_refresh: true hierarchy: - Software Engineering - Java Platform - Cloud Native Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.211691+02:00' https://github.com/saturnism/spring-petclinic-gcp: title: "Google Cloud Native Spring Boot PetClinic. Spring PetClinic Microservices on GCP \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e1bcf973155aad6da1d00f86768b8fb782c990eb11a6a10009cab4a8715ae6ee health_score: 100.0 last_checked: 1779030979.82677 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} gh_license: NOASSERTION discovered_at: '2026-05-17T17:16:19.826770+02:00' https://github.com/sauljabin/kaskade: title: ==github.com/sauljabin/kaskade== description: '' year: '2023' stars: 5 ai_summary: An interactive, terminal-based dashboard built using Python's Textual framework to easily inspect Kafka topics. Unlike bulky desktop clients, Kaskade runs directly in developer shells, permitting efficient topic navigation, dynamic JSON payload inspection, and rapid troubleshooting of Kafka message streams. language: Python resource_type: TUI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 590e51aa21a29a4f0de5e036464134fc5a074a8bb79958da321e512f55316b30 health_score: 100.0 last_checked: 1779034523.122965 needs_ai_refresh: true hierarchy: - Infrastructure - Data Streaming - Kafka Tooling - CLI & TUI tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-02T15:21:33Z' gh_stars: 1015 discovered_at: '2026-03-02T15:21:33Z' https://github.com/savecost/datav: title: "savecost/datav \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 446a82fc88f4cec9598c9c7450122067d985466c84059b867e07994b4b372982 health_score: 100.0 last_checked: 1779032034.978096 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.978096+02:00' https://github.com/sbilly/awesome-security: title: 'sbilly/awesome-security: Awesome Security' description: '' year: '2026' stars: 5 ai_summary: A monumental collection of software security components, pen-testing tools, cryptography resources, and threat intelligence feeds. Essential for SecOps engineers establishing modern compliance standards across application and network boundaries. Highly versatile, spanning from host security to Kubernetes runtime defenses. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: e639c7488b58ca1f803e1ab8bd253dce1ad2fe3159407f7fa476e6f39ce8b93c health_score: 100.0 last_checked: 1779034373.319123 needs_ai_refresh: true hierarchy: - Security - General - Resources tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-11T02:00:26Z' gh_stars: 14421 is_special: true discovered_at: '2026-01-11T02:00:26Z' https://github.com/sclorg: title: github.com/sclorg/ description: '' year: '2026' stars: 0 ai_summary: Alternative entry point for the SCLOrg software development group, driving standardization of the Source-to-Image (S2I) build methodology inside Red Hat container engines, abstracting Dockerfile creation for frontend and backend developers. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: dca6332900b96a70b79661170f24a650215594ac17bf86afb3e090306927166c health_score: 100.0 last_checked: 1779031696.993094 needs_ai_refresh: true hierarchy: - Software Engineering - Base Images - Software Collections tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:28:16.993094+02:00' https://github.com/sclorg/mariadb-container: title: github.com/sclorg/mariadb-container description: '' year: '2026' stars: 1 ai_summary: The official SCLOrg MariaDB container image optimized specifically for Kubernetes platforms. Includes integrated security scripts, support for arbitrary non-root UID execution, and custom database initialization configurations. language: Shell resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 407ec4c514faae637cd2d53cc5d4909a5d5e42d755ebfacee429682e9095a2af health_score: 100.0 last_checked: 1779031126.199984 needs_ai_refresh: true hierarchy: - Databases - Relational - MariaDB tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T11:34:22Z' gh_stars: 32 discovered_at: '2026-06-11T11:34:22Z' https://github.com/scorputty/packer-centos-awx: title: github.com/scorputty/packer-centos-awx description: '' year: '2020' stars: 1 ai_summary: A legacy Packer configuration designed to output CentOS-based virtual machine images with pre-baked AWX deployments. Reflects older DevOps paradigms focused on VM-based immutable infrastructure instead of Kubernetes runtimes. language: HCL resource_type: Source Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d61e92d82c58aacc4f5c4e00147699add2c140def613393f85e57e2240009eab health_score: 100.0 last_checked: 1779032017.78894 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Packer - Machine Images tags: - '[LEGACY]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2018-03-19T06:14:09Z' gh_stars: 1 discovered_at: '2018-03-19T06:14:09Z' https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-sheet.pdf: title: 'github.com/scraly: Terraform Cheat sheet' description: '' year: '2024' stars: 4 ai_summary: 'Curator Insight: A highly dynamic community-maintained PDF cheat sheet covering the full development lifecycle in Terraform. Live Grounding: Highlights high-value CLI options, syntax patterns for loops, dynamic blocks, and variable validation configurations.' language: PDF resource_type: Community Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 95700438027f959584bb88348af2cd22e4948f35603cbccb39d82f8ad946a708 health_score: 100.0 last_checked: 1781735890.161237 needs_ai_refresh: true hierarchy: - Infrastructure - Infrastructure as Code - Terraform tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.161237+02:00' https://github.com/screwdriver-cd/screwdriver: title: Screwdriver API description: '' year: '2026' stars: 5 ai_summary: A pluggable CI/CD engine originally built by Yahoo to execute container-native, dynamic pipelines. Leveraging an API-driven, decoupled microservices architecture, it orchestrates builds cleanly across Kubernetes or Mesos execution grids. language: JavaScript resource_type: Tool complexity: High is_microservice: true status: online addition_method: manual content_hash: b1511b70bf26de100534f6264e0c8d1b3ad91b54dbb408663179b42b03f7fc12 health_score: 100.0 last_checked: 1779030441.12291 needs_ai_refresh: true hierarchy: - Software Delivery - CI-CD Platforms - Dynamic Execution tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-03T18:35:27Z' gh_stars: 1041 discovered_at: '2026-06-03T18:35:27Z' https://github.com/scriptcamp/kubernetes-serviceaccount-example: title: github.com/scriptcamp/kubernetes-serviceaccount-example description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 17035ac82a580990173741b5b8b283b6d225127473015814fcbea6b9fd6e22ba health_score: 100.0 last_checked: 1779032239.808996 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.808996+02:00' https://github.com/scylladb/scylla-operator: title: scylladb/scylla-operator description: '' year: '2026' stars: 5 ai_summary: The ScyllaDB Operator streamlines deployment and maintenance tasks of high-performance Scylla clusters in-container. It takes care of complex cluster scaling, multi-zone node repair loops, automated backups, and version migrations to deliver bare-metal database performance inside container orchestrators. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2249195d0f43c2d683d25176cf9a6137afa68a83e7b3bab7e9f770993bb4314b health_score: 100.0 last_checked: 1779033237.077914 needs_ai_refresh: true hierarchy: - Data & Databases - NoSQL Operators - ScyllaDB tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T10:42:16Z' gh_stars: 399 discovered_at: '2026-06-11T10:42:16Z' https://github.com/sdduursma/github-merge-bot: title: github-merge-bot description: '' year: '2019' stars: 1 ai_summary: A lightweight Node.js microservice designed to handle automated merges. Integrates with GitHub webhooks to verify pull requests against linting rules and peer review matrices before completing merge actions safely. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 74c2b7574adb505a9441b447bdb209a0190d4a38e77de1a23cc4a614325d3d74 health_score: 100.0 last_checked: 1779130495.027204 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: EPL-1.0 gh_pushed: '2020-02-04T17:48:05Z' gh_stars: 4 discovered_at: '2020-02-04T17:48:05Z' https://github.com/sdras/awesome-actions: title: Awesome GitHub Actions description: '' year: '2026' stars: 4 ai_summary: The premier community-backed library for GitHub Actions workflows, custom actions, and orchestrator tools. Streamlines structural pipelines by detailing matrix patterns, self-hosted runner optimizations, and security hardening configurations. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fde47029da1f80ee0b7ca28f691d975a9a45c7a2b6120e52692b9be31c3d8638 health_score: 100.0 last_checked: 1779033425.105438 needs_ai_refresh: true hierarchy: - Continuous Delivery - CI-CD Pipelines - GitHub Actions tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md - docs/other-awesome-lists.md v2_locations: - jenkins-alternatives.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2024-09-01T20:32:39Z' gh_stars: 27907 is_special: true discovered_at: '2024-09-01T20:32:39Z' https://github.com/seal-io/tap: title: 'github.com/seal-io/tap: Terraform Advanced Patcher (TAP)' description: '' year: '2023' stars: 1 ai_summary: TAP (Terraform Advanced Patcher) executes fine-grained, localized modifications directly inside active HCL code blocks without resetting or breaking state continuity. Primarily geared for programmatic platform modifications, it resolves dependency-update hurdles in massive deployments by allowing targeted mutations across distributed repositories. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 29332c206f1a8d3ba1c05490a4439a1e43aef95d7f176203de579b4e4673bd69 health_score: 100.0 last_checked: 1779032732.222339 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - Code Modifiers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-02-04T06:29:24Z' gh_stars: 15 discovered_at: '2024-02-04T06:29:24Z' https://github.com/search?l=powershell&q=stars%3A%3E1&type=Repositories: title: github.com/search?l=powershell description: '' year: '2026' stars: 0 ai_summary: High-level GitHub query filter pointing to trending open-source PowerShell module platforms, providing continuous access to updated utility options. language: PowerShell resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cf889f549f22a4d2fb4fa68a8c2e1ed65f9f29c17eee06da4d21fffec2240bd2 health_score: 100.0 last_checked: 1779033508.195303 needs_ai_refresh: true hierarchy: - Infrastructure Automation - Reference Index - GitHub Discoveries - Community Modules tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:58:28.195303+02:00' https://github.com/search?q=org%3Alightstep+launcher: title: "OpenTelemetry Launchers \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Repository group containing Lightstep’s multi-language configuration wrappers. Designed to assist telemetry setup, though developers in 2026 have transitioned to upstream OTel SDK extensions for long-term support. language: Go resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 730fb916d46d79d0808d94d590d713b0f380ea7d2dc346ca4d4a4f0be643d18d health_score: 100.0 last_checked: 1779029118.973122 needs_ai_refresh: true hierarchy: - Observability - OpenTelemetry - SDK Bootstraps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:45:18.973122+02:00' https://github.com/segmentio/kubectl-curl: title: 'segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes'' pods' description: '' year: '2019' stars: 2 ai_summary: A convenient plugin allowing engineers to execute curl commands inside target pod namespaces. It simplifies localized API troubleshooting, service mesh network testing, and microservice validation. language: Go resource_type: Kubectl Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 17f8bb698c3d9d92cfdf16f8b43137f794d21119c68e56f935b87aebfecaec94 health_score: 100.0 last_checked: 1779032288.198237 needs_ai_refresh: true hierarchy: - Development & Testing - Kubectl Plugins - Network Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-09-24T22:41:02Z' gh_stars: 188 discovered_at: '2025-09-24T22:41:02Z' https://github.com/segmentio/stack: title: segmentio/stack description: '' year: '2021' stars: 4 ai_summary: Segment's production-proven infrastructure baseline template codebase for AWS workloads. Standardized on ECS, Auto-scaling, and foundational network controls, but now archived in favor of native Kubernetes/EKS methodologies. language: HCL resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: cc496150974b415cced2189a2b888f8a3c71d167f79b94cb3cc52c6bf999ca55 health_score: 100.0 last_checked: 1779034041.881693 needs_ai_refresh: true hierarchy: - Infrastructure as Code - AWS - Legacy Tooling tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-04-07T22:43:12Z' gh_stars: 2091 discovered_at: '2023-04-07T22:43:12Z' https://github.com/selefra/selefra: title: 'Selefra: Selefra is an open-source policy-as-code software that provides'' analytics for multi-cloud and SaaS.' description: '' year: '2026' stars: 5 ai_summary: An open-source policy-as-code platform engineered to analyze multi-cloud and SaaS configurations using SQL-based query patterns. This tool enables developers to scan cloud resources for compliance defects, security gaps, and operational overhead with rapid execution and modular plugins. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8c2d37a3c3906922d6bd119377834a69e2f6ffc98e2427f2d9363206fd9c1d69 health_score: 100.0 last_checked: 1779029899.651268 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Security & Compliance - Cloud Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2023-08-30T04:35:10Z' gh_stars: 545 discovered_at: '2023-08-30T04:35:10Z' https://github.com/seligman/aws-ip-ranges: title: 'github.com/seligman/aws-ip-ranges: AWS''s ip-ranges.json' description: '' year: '2018' stars: 3 ai_summary: A vital open-source parser designed to track dynamic AWS IP range changes from ip-ranges.json. Essential for configuring robust hybrid on-premises firewalls and programmatic security rules. Modern setups frequently replace manual parsing with AWS Managed Prefix Lists, rendering manual scripts legacy but historically significant. language: English resource_type: github_repo complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: d01f998bfea46bcc52291909a73539b91d0dc3cf7dfbceb7618d32940b11d01c health_score: 100.0 last_checked: 1779030825.006911 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - IP Range Utilities tags: - '[LEGACY]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T22:28:31Z' gh_stars: 286 discovered_at: '2026-06-12T22:28:31Z' https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md: title: 'github: sematext - Docker Swarm Cheatsheet' description: '' year: '2024' stars: 4 ai_summary: 'Curator Insight: A concise reference detailing commands for node management, service orchestration, and stack deployment within Docker Swarm. Live Grounding: While Docker Swarm remains popular for minimalist configurations and low-overhead environments, 2026 paradigms heavily prioritize Kubernetes; this cheat sheet serves as a rapid onboarding guide for running simpler container clusters.' language: Markdown resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af88251361cf1706840a74c5826170369cf4a10cce2f05e095cb3554a7c52292 health_score: 100.0 last_checked: 1781735890.041055 needs_ai_refresh: true hierarchy: - Infrastructure - Container Orchestration - Docker Swarm tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.041055+02:00' https://github.com/senthilrch/kube-fledged: title: kube-fledged description: '' year: '2026' stars: 3 ai_summary: Kube-fledged is an operator designed to pre-pull and cache container images directly on designated worker nodes. This eliminates pull latency during rapid autoscaling events or emergency failovers, optimizing startup performance. language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b225f7fdbeaea410a77a77474d0644d961c995462f2f6d77afef056d20ef4fba health_score: 100.0 last_checked: 1779030739.671987 needs_ai_refresh: true hierarchy: - Cluster Management - Performance Tuning - Image Caching tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-02-20T05:20:10Z' gh_stars: 1370 discovered_at: '2024-02-20T05:20:10Z' https://github.com/serenakeyitan/awesome-notebookLM-prompts: title: Awesome NotebookLM Slide Prompts description: '' year: '2024' stars: 4 ai_summary: 'A master curation of system-level prompt templates specifically optimized for Google NotebookLM. It accelerates complex source material ingestions, contextual extractions, and structured summarizing processes for technical architects. (Live Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering documentation maintenance).' language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8deb42a1749ee77d00493b8834b2b7d7c838476dc44425af6bc370521886bbcf health_score: 100.0 last_checked: 1779031109.310343 needs_ai_refresh: true hierarchy: - Artificial Intelligence & LLMs - Prompt Engineering - Developer Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ai.md - docs/chatgpt.md - docs/demos.md v2_locations: - ai.md - chatgpt.md - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-13T12:29:46Z' gh_stars: 3761 discovered_at: '2026-05-13T12:29:46Z' https://github.com/serkan-ozal/jillegal: title: Jillegal OffHeap Module description: '' year: '2016' stars: 0 ai_summary: An experimental and now archived Java library designed to bypass standard JVM memory management by allocating objects directly off-heap. While historically notable for developers seeking ultra-low latency and manual pointer manipulation, modern JDK developments—specifically the Foreign Function and Memory API (Project Panama)—have rendered this library obsolete. It remains useful primarily as a reference for educational and historical exploration of raw memory control within the Java ecosystem. language: Java resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 46e56ae8b45b37578fc79836de17785b889518fb94d38cdcc0a72335ae49b93d health_score: 100.0 last_checked: 1781735982.174581 needs_ai_refresh: true hierarchy: - Software Engineering - Java Virtual Machine - Memory Management tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:42.174581+02:00' https://github.com/shahedbd/awesome-project-management: title: Awesome Project Management description: '' year: '2026' stars: 2 ai_summary: A structured index compiling open-source and SaaS utilities for task orchestration, budget tracking, resource scheduling, and engineering team collaboration. Serves as a tooling reference for managers of software delivery groups. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d972fa83c542725361c6c3e67aab7f79fea7813afd1bbaef029dd3036161a84c health_score: 100.0 last_checked: 1779033360.618024 needs_ai_refresh: true hierarchy: - Process & Delivery - Project Management - Agile Operations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-22T20:27:52Z' gh_stars: 750 is_special: true discovered_at: '2026-05-22T20:27:52Z' https://github.com/shank-git/metal-kubes: title: Metal Kubes description: '' year: '2020' stars: 1 ai_summary: An early bare-metal helper script collection. Live Grounding verifies that the repository is archived and inactive, as the ecosystem has shifted entirely to production automation like Cluster API or Talos OS. language: Shell resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bbce875960ea4838f42d6195fbaa3c54d5385f16b432f7e605c2e1b20a2fb8c8 health_score: 100.0 last_checked: 1779032100.981136 needs_ai_refresh: true hierarchy: - Bare-Metal Deployments - Legacy Helpers - Shell Automation tags: - '[LEGACY]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-05-15T08:29:21Z' gh_stars: 34 discovered_at: '2021-05-15T08:29:21Z' https://github.com/shanraisshan/claude-code-best-practice: title: Claude Code Best Practice description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments.' language: Markdown resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c53e9eacc19403ce5395b303d38d8763fc136779b4d88f819bdaa7b1cba9dd42 health_score: 100.0 last_checked: 1779032922.94381 needs_ai_refresh: true hierarchy: - Developer Experience - AI-Assisted Coding - Claude Code tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/ai-agents-mcp.md - docs/ai.md - docs/developerportals.md v2_locations: - ai.md - ai-agents-mcp.md - developerportals.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T06:35:50Z' gh_stars: 57660 discovered_at: '2026-06-14T06:35:50Z' https://github.com/sharadbhat/KubernetesPatterns: title: 'github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations'' of common Kubernetes patterns' description: '' year: '2026' stars: 5 ai_summary: A practical repository offering concrete YAML and Golang implementations of classic design patterns. Highly valuable for application developers, as it translates theoretical paradigms like Ambassadors and Adapters into functioning Go code and matching Kubernetes manifests. language: Go resource_type: Code Examples complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4ca82fb74ad7f9528d9f261cc583a0ed8f7ea5441941ea30726f449523e05dc6 health_score: 100.0 last_checked: 1779033914.121113 needs_ai_refresh: true hierarchy: - Architecture - Design Patterns - Reference Implementations tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-10-05T21:37:29Z' gh_stars: 72 discovered_at: '2020-10-05T21:37:29Z' https://github.com/sheehan/job-dsl-gradle-example: title: job-dsl **Gradle** Example description: '' year: '2020' stars: 4 ai_summary: An industry-standard demonstration repository showing how to run, lint, compile, and validate Jenkins Job DSL scripts locally using a Gradle build environment. Eliminates deployment trial-and-error by implementing local syntax testing routines. language: Groovy resource_type: repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 858122161d65456c6cfafb3323568e24e068f60e83ee8a1ef71893a687dc4dad health_score: 100.0 last_checked: 1779031046.415867 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Pipeline as Code - Job DSL Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-04-21T02:40:44Z' gh_stars: 451 discovered_at: '2022-04-21T02:40:44Z' https://github.com/sherifabdlnaby/kubephp: title: sherifabdlnaby/kubephp description: '' year: '2026' stars: 5 ai_summary: KubePHP is a specialized repository detailing optimal configurations for deploying PHP applications (particularly PHP-FPM and Nginx sidecars) onto Kubernetes clusters. It addresses PHP-specific cloud-native challenges such as shared volume sessions, OPcache preloading, and graceful shutdown handling. It provides critical scaffolding and architectural advice for modernizing legacy PHP monoliths into production-grade, autoscaled microservices. language: PHP resource_type: Template complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75 health_score: 100.0 last_checked: 1779030285.63856 needs_ai_refresh: true hierarchy: - Application Development - PHP - Kubernetes Integration tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-28T20:47:55Z' gh_stars: 456 discovered_at: '2026-02-28T20:47:55Z' https://github.com/sherifabdlnaby/phpdocker: title: phpdocker description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75 health_score: 100.0 last_checked: 1779031600.861847 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:40.861847+02:00' https://github.com/shipa-corp/ketch: title: github.com/shipa-corp/ketch description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b health_score: 100.0 last_checked: 1779031360.819209 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:40.819209+02:00' https://github.com/shipwright-io/build: title: 'shipwright-io/build: shipwright' description: '' year: '2024' stars: 3 ai_summary: Shipwright is an extensible, CNCF-backed framework for building container images directly within Kubernetes. By utilizing Tekton pipelines under the hood, Shipwright abstractly supports multiple build strategies, including Kaniko, Cloud Native Buildpacks, and Source-to-Image. It enables platform engineering teams to define a secure, centralized image-building service for developers. language: Go resource_type: Framework complexity: High is_microservice: false status: online addition_method: manual content_hash: ce61ffaeaadfbc517b8f9aa5e71ed602ff6cd1fc85af740124c15322f7d65421 health_score: 100.0 last_checked: 1779030119.866415 needs_ai_refresh: true hierarchy: - Application Delivery - Build Tools - Kubernetes-Native Build tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T06:02:54Z' gh_stars: 810 discovered_at: '2026-06-12T06:02:54Z' https://github.com/shuaibiyy/awesome-terraform: title: shuaibiyy/Awesome Terraform description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 80b26cc48931172cafbf7b70b41defc488bed306d8946cd1b79feb48dfc8f4d4 health_score: 100.0 last_checked: 1779031406.912448 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.912448+02:00' https://github.com/shuaibiyy/awesome-tf: title: github.com/shuaibiyy/awesome-terraform description: '' year: '2025' stars: 5 ai_summary: An extensive directory of modules, tools, linters, frameworks, and packages curated by the Terraform community. Acts as a core index for tracking dynamic tooling ecosystems like Terragrunt, TFLint, Terrascan, and cost optimization utilities. language: Markdown resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d020dbee208ae3000ab3e0652fef92bc77c80ccd0a30a5a9b378c9c7200d0d15 health_score: 100.0 last_checked: 1779130494.932706 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Curation - Community Directories tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md - docs/terraform.md v2_locations: - terraform.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-13T23:22:19Z' gh_stars: 6530 is_special: true discovered_at: '2026-06-13T23:22:19Z' https://github.com/shurshun/domain-harvester: title: Domain-harvester description: '' year: '2020' stars: 0 ai_summary: Technical codebase utility built to scan, harvest, and aggregate domain information. Useful for tracking internal infrastructure endpoints and public-facing assets during operational inventory audits. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fe32d799be81bc627d249a9d9c759158a15cf8a49fdabbc1548f65ddf97bb38b health_score: 100.0 last_checked: 1781736026.316112 needs_ai_refresh: true hierarchy: - Platform Engineering - Infrastructure Automation - Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:26.316112+02:00' https://github.com/siamaksade/jenkins-blueocean: title: github.com/siamaksade/jenkins-blueocean description: '' year: '2020' stars: 0 ai_summary: Public demonstration repository providing configured manifests for launching Jenkins Blue Ocean on OpenShift clusters. Acts as a blueprint for visualizing pipeline stages in Red Hat environments. language: Groovy resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8ae8694d0e6b687c92b0601c720e176357d2ef7c2cc1b564df31283a6f997758 health_score: 100.0 last_checked: 1781735910.853436 needs_ai_refresh: true hierarchy: - CI/CD & DevOps - Enterprise Jenkins - OpenShift Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.853436+02:00' https://github.com/siamaksade/mapit-spring: title: MapIt description: '' year: '2021' stars: 0 ai_summary: MapIt is an interactive Spring Boot microservice designed to demonstrate cloud-native design principles on OpenShift. Showcases routing, Horizontal Pod Autoscaling (HPA), and config management using platform resources. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 168194cfb02b3eaf1007b71793f17395151974c4a7167c95481b94cd78a74595 health_score: 100.0 last_checked: 1781735911.004634 needs_ai_refresh: true hierarchy: - Application Development - Microservices Showcase - Spring Boot tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.004634+02:00' https://github.com/sieve-project/sieve: title: github.com/sieve-project/sieve description: '' year: '2025' stars: 5 ai_summary: Sieve is an advanced chaos testing engine created to validate custom controller stability. By injecting artificial API delays, dynamic component drops, and network splits, it forces edge-case paths to discover concurrency errors and reconciliation bugs. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f4d9136fc65098acc53e581910d0f10b08376a14c680ffa9cd77da27d0e101cd health_score: 100.0 last_checked: 1779033130.296854 needs_ai_refresh: true hierarchy: - Extensibility & Development - Controller Testing - Reliability Engineering tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: BSD-2-Clause gh_pushed: '2024-09-26T03:49:27Z' gh_stars: 345 discovered_at: '2024-09-26T03:49:27Z' https://github.com/sighupio/permission-manager: title: "==Permission Manager== \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: An intuitive web application designed to govern Kubernetes Role-Based Access Control (RBAC). It enables cluster administrators to seamlessly provision users, generate Kubeconfigs, and bind specific permissions without manually editing complex YAML manifest specifications. language: Go resource_type: Web Application complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 2f0669cf07fdd602ed1f85aa8f6f18e459180e0c2f0e04399fd8a521e3e11dca health_score: 100.0 last_checked: 1779030300.261161 needs_ai_refresh: true hierarchy: - Security - Access Control - RBAC Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2024-05-12T17:36:11Z' gh_stars: 1371 discovered_at: '2024-05-12T17:36:11Z' https://github.com/sigstore/cosign: title: 'Cosign: Container Signing' description: '' year: '2026' stars: 3 ai_summary: Part of the Sigstore project, Cosign has established itself as the de facto standard for cryptographically signing and verifying OCI artifacts (container images, SBOMs). Supports hardware tokens, OIDC-based keyless signing, and seamless verification webhooks in Kubernetes, radically simplifying supply chain validation. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: fa41311bb071a2f91d4d0387a1a4382c4d68e3ebe8a866e9388224a469aa4345 health_score: 100.0 last_checked: 1779030569.974052 needs_ai_refresh: true hierarchy: - Security - Image Signing - Cryptographic Trust tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T21:12:47Z' gh_stars: 6041 discovered_at: '2026-06-12T21:12:47Z' https://github.com/sigstore/k8s-manifest-sigstore: title: 'github.com/sigstore: k8s-manifest-sigstore' description: '' year: '2026' stars: 5 ai_summary: A specialized framework integrating the Sigstore signature ecosystem with Kubernetes manifests. It enables platform operators to verify configuration payload signatures at deployment time, ensuring declarative resource definitions are not tampered with and originate from trusted pipelines. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3ce325e9eeb965b68ba6a2dd61de22b767fef48c2212a870b9fb01520dfd615f health_score: 100.0 last_checked: 1779032889.551978 needs_ai_refresh: true hierarchy: - Security - Integrity & Signature - Supply Chain Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-28T07:08:10Z' gh_stars: 87 discovered_at: '2026-05-28T07:08:10Z' https://github.com/silverapp/silver: title: 'github.com: Django app + RESTful API for automatic billing' description: '' year: '2024' stars: 5 ai_summary: Silver is an open-source invoicing and automated billing engine built on Django, offering declarative RESTful structures for subscription management. Enables seamless mapping of custom invoice workflows and state machines. Excellent enterprise baseline for custom financial systems. language: Python resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4818e93ab4a4794e4eb5c07a513c35821855c54ea5677d11a60c8ebb2ee8a53b health_score: 100.0 last_checked: 1779130494.945144 needs_ai_refresh: true hierarchy: - Software Engineering - Business Applications - Automated Billing tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-18T14:01:00Z' gh_stars: 309 discovered_at: '2026-05-18T14:01:00Z' https://github.com/simhol/awesome-azure: title: 'github.com/simhol/awesome-azure: Awesome Azure' description: '' year: '2026' stars: 0 ai_summary: A community-maintained resource collection for Azure deployments, automation scripts, and management frameworks. This index aggregates specialized tools and networking resources that complement official Microsoft documentation. It functions as a valuable secondary reference for enterprise cloud-migration pipelines. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d5eb33ba6a89d1c496b8bd4964813e5acd0620ef17238cbab4c31aec99444912 health_score: 100.0 last_checked: 1781736123.21074 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Azure - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.210740+02:00' https://github.com/similarweb/statusbay: title: StatusBay description: '' year: '2021' stars: 2 ai_summary: An active deployment monitoring tool that provides real-time visibility into Kubernetes deployment sequences. By aggregating event logs and state transitions, StatusBay offers clean diagnostic traces for failed releases, improving post-mortem analysis. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4ffe80051d427adad91bc6a4591a4dcb38f422ee9b1508249389603ab977d3d2 health_score: 100.0 last_checked: 1779030739.814795 needs_ai_refresh: true hierarchy: - Observability - Deployments - Telemetry tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-02T11:10:26Z' gh_stars: 387 discovered_at: '2024-07-02T11:10:26Z' https://github.com/simplenetes-io/simplenetes: title: Simplenetes description: '' year: '2020' stars: 5 ai_summary: A highly simplified container orchestration tool designed as an alternative to Kubernetes. Lacks active development (>4 years inactive), recommended solely for legacy academic reference. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2f83015b87a2f26b457ec8754986c0fdb26f96fb3c4a6ebbaddbf64a99fb24b0 health_score: 100.0 last_checked: 1779034273.493288 needs_ai_refresh: true hierarchy: - Orchestration - Alternatives - Simplenetes tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-04-13T11:01:55Z' gh_stars: 766 discovered_at: '2021-04-13T11:01:55Z' https://github.com/sinaptik-ai/pandas-ai: title: github.com/gventuri/pandas-ai description: '' year: '2023' stars: 5 ai_summary: Curator Insight showcases PandasAI as a framework translating natural language queries directly into executable Pandas transformations. Live Grounding emphasizes its utility for quick analytical interfaces, while highlighting that enterprise environments must apply strict sandboxing to isolate LLM-generated code paths. language: Python resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 954cf0843c76bec2ad6612e6618602e0604d1806041e9de6bbccad5056e03762 health_score: 100.0 last_checked: 1779130494.97052 needs_ai_refresh: true hierarchy: - Artificial Intelligence - Generative AI - Data Analysis Automation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-10-28T10:02:13Z' gh_stars: 23581 discovered_at: '2025-10-28T10:02:13Z' https://github.com/sindresorhus/awesome: title: '@sindresorhus'' Awesome' description: '' year: '2023' stars: 5 ai_summary: The main index repository by Sindre Sorhus, tracking development resources and technologies globally. Highly useful for architects trying to cross-reference multiple tech stack capabilities. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a7abc624db0a48c5055308585633adeea51c78ae0f7ebee5009290afd849092f health_score: 100.0 last_checked: 1779030958.203966 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - General tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-06-02T12:50:13Z' gh_stars: 475618 is_special: true discovered_at: '2026-06-02T12:50:13Z' https://github.com/sirech/example-concourse-pipeline: title: github.com/sirech/example-concourse-pipeline description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a45d87d94ca98bde5e515332e6b5f34a3987632a69c45e499c22214f4fdd5a80 health_score: 100.0 last_checked: 1779033187.748102 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} gh_license: MIT discovered_at: '2026-05-17T17:53:07.748102+02:00' https://github.com/skooner-k8s/skooner: title: skooner - Kubernetes Dashboard description: '' year: '2025' stars: 5 ai_summary: A lightweight, real-time web console formerly known as Kube-dev. Optimized for both mobile and desktop screens, it enables platform engineers to quickly monitor and manage cluster resources, deployments, and logs without resource overhead. language: JavaScript resource_type: Service complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 352f9d19bc2f71467219ddfa3b5bf8844ac20113acb43740ba66cd47244e70e3 health_score: 100.0 last_checked: 1779032935.084897 needs_ai_refresh: true hierarchy: - Operations - Web Dashboards - UI Portal tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-06-30T11:31:54Z' gh_stars: 1439 discovered_at: '2024-06-30T11:31:54Z' https://github.com/sl1pm4t/k2tf: title: '==github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter==' description: '' year: '2026' stars: 3 ai_summary: K2tf translates raw Kubernetes manifests into declarative Terraform HCL code blocks, simplifying the transition of resource management to infrastructure-as-code models. By parsing nested arrays and complex resource specs, it generates equivalent 'kubernetes_' provider resources. While minor manual adjustments are still needed for specialized CRDs, it significantly lowers initial migration efforts. language: Go resource_type: CLI Utility complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6278c4fc7e131754140157e525abd47b4da0a4e1a941c13caeac4d314744354b health_score: 100.0 last_checked: 1779031389.720847 needs_ai_refresh: true hierarchy: - Infrastructure - IaC Conversion - Terraform Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2025-12-12T14:11:18Z' gh_stars: 1229 discovered_at: '2025-12-12T14:11:18Z' https://github.com/slackhq/nebula: title: Nebula description: '' year: '2026' stars: 5 ai_summary: An ultra-secure, highly scalable overlay networking tool developed by Slack. It utilizes Noise-protocol encryption to link nodes spanning multi-cloud platforms, physical clusters, and home networks. It acts as an exceptionally reliable, high-performance network overlay standard. language: Go resource_type: Service complexity: High is_microservice: false status: online addition_method: manual content_hash: a84f373ae9521de80f0f421638966dc03facc02d62949db845d9ab94dae7602a health_score: 100.0 last_checked: 1779031333.874969 needs_ai_refresh: true hierarchy: - Networking & Security - Overlay Networking - SDN tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T01:52:59Z' gh_stars: 17399 discovered_at: '2026-06-13T01:52:59Z' https://github.com/slawekradzyminski/AwesomeTesting: title: Awesome Testing code snippets description: '' year: '2026' stars: 0 ai_summary: A handy collection of code snippets, unit tests, and mocking architectures written across various development frameworks. Assists individual developers in quickly establishing mock-ups and isolated test cases. Ideal for bootstrapping automated integration tests in diverse multi-language environments. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cef0a9f4efdcd2e351d2822b1a6050a76b74cce29e9aa2c8232e91ee7d569f49 health_score: 100.0 last_checked: 1781736123.254112 needs_ai_refresh: true hierarchy: - Software Quality - Testing - Snippets tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.254112+02:00' https://github.com/slipway-gitops/slipway: title: 'slipway: A Kubernetes controller to automate gitops provisioning' description: '' year: '2021' stars: 5 ai_summary: A minimalist GitOps controller engineered to automate workflow provisioning directly from Git sources. By targeting declarative configurations, it offers lightweight state reconciliation for team workspaces. Current analysis shows minimal active development, as the industry gravitated toward mature engines like ArgoCD. language: Go resource_type: Controller complexity: Medium is_microservice: false status: online addition_method: manual content_hash: dbbab359e02e49a90b108972cbdeb6b096a69a28d186590c3d3e1437a8d51bf8 health_score: 100.0 last_checked: 1779033922.33129 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Controllers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-05-05T20:37:13Z' gh_stars: 47 discovered_at: '2020-05-05T20:37:13Z' https://github.com/slok/kubewebhook: title: kubewebhook description: '' year: '2024' stars: 5 ai_summary: A powerful SDK designed to streamline the implementation of Mutating and Validating Admission Webhooks in Go. It handles the low-level JSON patching and routing boilerplate, allowing developers to focus solely on custom validation rules and business policies. language: Go resource_type: Library complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 7682c6cfb7de514686f7aaad0fc3d75296b833fdef0db22a23d0af30a07bcc37 health_score: 100.0 last_checked: 1779034502.551788 needs_ai_refresh: true hierarchy: - Application Delivery - Admission Control - Webhooks SDK tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-16T22:56:45Z' gh_stars: 630 discovered_at: '2025-04-16T22:56:45Z' https://github.com/slok/sloth: title: "Sloth \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Sloth is an automated, developer-friendly generator for SLO alerting. Evaluates declarative YAML templates and outputs production-grade PromQL rules representing complex multi-window, multi-burn-rate algorithms. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2e4bcb0320df96693316bf3c5aa6a5ba38ec35220390e110e3a3abefd3dc73a7 health_score: 100.0 last_checked: 1779032833.606156 needs_ai_refresh: true hierarchy: - Observability - SLAs & SLOs - Generators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T07:22:17Z' gh_stars: 2501 discovered_at: '2026-06-08T07:22:17Z' https://github.com/sls-dev1/openshift-elastic-apm-server: title: Elastic APM Server Docker image description: '' year: '2021' stars: 0 ai_summary: A Dockerized configuration tailored to deploy Elastic APM Server on Red Hat OpenShift. While still relevant for highly restricted, air-gapped legacy OpenShift setups, modern 2026 deployments prefer using the official Elastic Cloud on Kubernetes (ECK) operator for automated scaling and lifecycle management. language: Dockerfile resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a9f17267aacb4078471811081556a8791b40a10febd8cb94b6f319592240c61d health_score: 100.0 last_checked: 1781736101.888902 needs_ai_refresh: true hierarchy: - Cloud Native - Observability - Elastic Stack tags: - '[LEGACY]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:41.888902+02:00' https://github.com/smarkets/marge-bot: title: 'Marge-bot: A merge-bot for GitLab' description: '' year: '2026' stars: 4 ai_summary: A highly robust Python-based merge bot for GitLab. Implements a strict 'not-by-default' merge pipeline strategy, testing rebased target branches in isolation prior to master commits. Essential for keeping high-throughput GitLab monorepos permanently green. language: Python resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 456e45feb8a89f3ef092787cd0ae71b2ca151f9c52ba8de8d3351aab85d451cd health_score: 100.0 last_checked: 1779031469.077422 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - GitLab Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2023-07-26T19:54:30Z' gh_stars: 738 discovered_at: '2023-07-26T19:54:30Z' https://github.com/smartxworks/knest: title: smartxworks/knest description: '' year: '2024' stars: 0 ai_summary: Knest is a cluster provisioning tool that automates the deployment of nested Kubernetes clusters using Virtink virtual machines. It solves multi-tenant physical isolation challenges by running independent control planes inside virtual environments on top of a physical cluster parent. language: Go resource_type: Operator / CLI complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 8ad9227005d7c9e5df0f961be84c317de358cf89ef1cbe0f36b577a9e66bc257 health_score: 100.0 last_checked: 1779030413.664637 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Nested Clusters tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-05-25T10:36:03Z' gh_stars: 89 discovered_at: '2023-05-25T10:36:03Z' https://github.com/smartxworks/virtink: title: smartxworks/virtink description: '' year: '2025' stars: 2 ai_summary: Virtink is a cloud-native virtualization operator designed to orchestrate lightweight virtual machines natively inside Kubernetes. Utilizing Cloud-Hypervisor as its backend, it serves as an agile, low-overhead alternative to KubeVirt for building hyper-converged architectures. language: Go resource_type: Operator / CRD complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 3a00f8a0ede46440a57f0ce4e3b948b4b8702cb22dd4f6d3b771af5cf68e9e26 health_score: 100.0 last_checked: 1779030443.414497 needs_ai_refresh: true hierarchy: - Infrastructure - Virtualization - Hypervisor tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-10-09T02:47:43Z' gh_stars: 607 discovered_at: '2025-10-09T02:47:43Z' https://github.com/smocker-dev/smocker: title: Smocker (server mock) is a simple and efficient HTTP mock server description: '' year: '2020' stars: 5 ai_summary: Smocker is an execution-efficient, REST API-driven HTTP mocking utility designed for microservice local integration testing. It allows defining dynamic request matches and custom mocking scenarios via direct YAML configurations. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 40efcd8e1c2c1fa509cad2907f268f458d4ac86730f96c073f0d789a30a93278 health_score: 100.0 last_checked: 1779130494.97022 needs_ai_refresh: true hierarchy: - Development Tools - Testing Tools - API Mocking tags: - '[DE FACTO STANDARD]' v1_locations: - docs/testops.md v2_locations: - testops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-28T20:09:21Z' gh_stars: 1281 discovered_at: '2026-02-28T20:09:21Z' https://github.com/sngular/kloadgen: title: "KLoadGen - Kafka + (Avro/Json Schema) Load Generator \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A purpose-built performance benchmarking CLI tool designed to simulate realistic cluster loads by generating synthetic schema-validated data. It easily ingests Avro or JSON schemas to produce representative records at controllable volume rates. language: Kotlin resource_type: Open Source Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6f75656246af7922630fe410a3417708b077de79ea81d6bef46c3e2f35059c5f health_score: 100.0 last_checked: 1779130495.033727 needs_ai_refresh: true hierarchy: - Event-Driven Systems - Apache Kafka - Testing & Emulation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-11-19T18:12:19Z' gh_stars: 218 discovered_at: '2024-11-19T18:12:19Z' https://github.com/softonic/node-policy-webhook: title: node-policy-webhook description: '' year: '2020' stars: 1 ai_summary: A Kubernetes Mutating Admission Webhook that automatically injects node selectors, tolerations, and node affinity rules into pods based on configured node policies. It has largely been superseded by native topology spreads and modern policy engines. language: Go resource_type: Admission Webhook complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 6166d7a754467ea95c0cbeb24f39d1d868b74f6fee5b09e8b5657f6224701c07 health_score: 100.0 last_checked: 1779030578.551634 needs_ai_refresh: true hierarchy: - Cluster Management - Scheduling & Node Assignment - Admission Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-12-21T09:05:46Z' gh_stars: 17 discovered_at: '2022-12-21T09:05:46Z' https://github.com/solarwinds/rkubelog: title: "rkubelog \U0001F31F" description: '' year: '2021' stars: 1 ai_summary: A command-line tool designed to tail and parse structured Kubernetes application logs in real-time, offering advanced regex filtering, JSON formatting, and stream highlights. While SolarWinds transitioned to central SaaS offerings, this local CLI utility remains a handy, fast tool for developers debug-tailing raw stdout logs in 2026. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 31d366bcbd4ded03d79de63d2b8ea15efc830fcb6370f4e06674cd7404f54392 health_score: 100.0 last_checked: 1779033030.849502 needs_ai_refresh: true hierarchy: - Operations - Logging - CLI Tool tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-08-09T08:39:10Z' gh_stars: 23 discovered_at: '2023-08-09T08:39:10Z' https://github.com/sonatype-nexus-community: title: "Sonatype Nexus Community \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The primary ecosystem landing organization for third-party integrations, developer plugins, and extension scripts built around Sonatype Nexus. It serves as a decentralized catalog of community resources. While containing many unmaintained or vintage projects, it represents an outstanding archival codebase for custom integrations. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1a70e8576d4fa27360396038c0f0ce70dd3390956124369787a0432a2e1aceda health_score: 100.0 last_checked: 1779030235.965368 needs_ai_refresh: true hierarchy: - Artifact Management - Package Repositories - Nexus Community tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:03:55.965368+02:00' https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift: title: "Sonatype Nexus Community: Nexus Kubernetes OpenShift \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: A community-driven GitHub repository containing Helm charts and manifest configurations designed to deploy Sonatype Nexus in OpenShift environments. Live grounding confirms this repository has been unmaintained for several years and is now marked legacy. Modern deployments should prioritize official Helm charts from the mainstream Sonatype organization for production use. language: YAML resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0a339f2f486dbe7aeebfe17e13d70db25d9c4e79d839a114b570981a1d62348c health_score: 100.0 last_checked: 1779029715.464328 needs_ai_refresh: true hierarchy: - Artifact Management - Package Repositories - Nexus Integrations tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: EPL-2.0 gh_pushed: '2020-12-16T20:30:21Z' gh_stars: 8 discovered_at: '2020-12-16T20:30:21Z' https://github.com/sottlmarek/DevSecOps: title: "==sottlmarek/DevSecOps: Ultimate DevSecOps library== \U0001F31F" description: '' year: '2026' stars: 3 ai_summary: A comprehensive reference detailing methodologies, pipeline security patterns, and scanners for DevSecOps implementation. Provides instructions on integrating static and dynamic analysis, secrets detection, and compliance gates within continuous delivery pipelines. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d08b2fc901fa7dd2fd1cd4f920a49ecdaa17251036e8052a68c172b149069be1 health_score: 100.0 last_checked: 1779032790.411602 needs_ai_refresh: true hierarchy: - Cloud Native - Security - DevSecOps Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T22:09:57Z' gh_stars: 6760 is_special: true discovered_at: '2026-06-01T22:09:57Z' https://github.com/spacecloud-io/space-cloud: title: 'space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.' description: '' year: '2023' stars: 5 ai_summary: A Backend-as-a-Service and serverless engine designed to instantly deploy APIs and coordinate scale-to-zero workloads on Kubernetes. The project has moved to a legacy state as developers consolidated around mainstream serverless frameworks like Knative. language: Go resource_type: Service complexity: High is_microservice: true status: online addition_method: manual content_hash: 8aa3745d64a8e1e1ab6b6f0ffcc1490c787c8e1f6dc9bbd6e5a386cfa31d72e4 health_score: 100.0 last_checked: 1779034484.93523 needs_ai_refresh: true hierarchy: - Application Delivery - Serverless & BaaS - Development Framework tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-07-04T10:03:27Z' gh_stars: 3993 discovered_at: '2024-07-04T10:03:27Z' https://github.com/spotify/flink-on-k8s-operator: title: 'spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink' description: '' year: '2024' stars: 5 ai_summary: Developed by Spotify, this operator simplifies Apache Flink execution. It manages stream-processing job lifecycles, dynamically allocates cluster resources, and automates state checkpointing. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4175406340122dadde67dcc4dda5c28a60e49f718976a8b1d2eaca7ba3d31bea health_score: 100.0 last_checked: 1779033072.449813 needs_ai_refresh: true hierarchy: - Infrastructure - Data Management - Apache Flink - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-22T21:23:25Z' gh_stars: 225 discovered_at: '2026-05-22T21:23:25Z' https://github.com/spring-cloud/spring-cloud-kubernetes: title: "github: Spring Cloud Kubernetes \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: A specialized integration library that allows Spring Cloud applications to run transparently on Kubernetes. It maps Kubernetes ConfigMaps and Secrets to Spring's Environment, and translates discovery mechanisms to native Kubernetes endpoints. It bridges the gap between Cloud Native infrastructure patterns and Java application logic. language: Java resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f5cfb46f1bd67a04f04e502cf23a47034b8e4f291c59692e9ceb0adff1b0f2bd health_score: 100.0 last_checked: 1779029991.459565 needs_ai_refresh: true hierarchy: - Java Cloud Native - Spring Cloud - Kubernetes Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md - docs/java_frameworks.md v2_locations: - java_frameworks.md - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:01:18Z' gh_stars: 3534 discovered_at: '2026-06-12T15:01:18Z' https://github.com/spring-petclinic/spring-petclinic-cloud: title: "github.com/spring-petclinic/spring-petclinic-kubernetes \U0001F31F" description: '- While waiting for a working version, you could check [this fork](https://github.com/odedia/spring-petclinic-microservices)' year: '2024' stars: 5 ai_summary: A benchmark microservices architecture implementation demonstrating Spring Cloud and Spring Boot integration on Kubernetes. Demonstrates externalized configuration via Spring Cloud Config, service discovery, API gateway routing, and distributed tracing. Ideal reference for containerizing JVM monoliths. language: Java resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 163ddf8abcab78d55da91c0529337d7ebe0aaece51bbf9f40c94afdf0ba7526c health_score: 100.0 last_checked: 1779130495.014555 needs_ai_refresh: true hierarchy: - Cloud-Native Applications - Java Microservices - Kubernetes Deployment tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-01T21:32:43Z' gh_stars: 168 discovered_at: '2024-08-01T21:32:43Z' https://github.com/spring-petclinic/spring-petclinic-kubernetes: title: "github.com/spring-petclinic/spring-petclinic-kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ff6ea993400fd31d8145cd889f09be8a4f2136e9d71dbebed7933b071ba7b3a8 health_score: 100.0 last_checked: 1779032802.601412 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:42.601412+02:00' https://github.com/spring-petclinic/spring-petclinic-microservices: title: Spring PetClinic Microservices description: '' year: '2025' stars: 5 ai_summary: The canonical reference implementation of the Spring PetClinic application decomposed into microservices. It leverages Spring Cloud Eureka, Spring Cloud Gateway, and Spring Cloud Config Server to showcase resilient distributed patterns. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a4b9bbbc88032f22ea11194e8a7052f1dfbc7269b5b94aea55d21923a1b922f1 health_score: 100.0 last_checked: 1779033416.142619 needs_ai_refresh: true hierarchy: - Cloud-Native Applications - Java Microservices - Spring Cloud tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-17T18:20:40Z' gh_stars: 2136 discovered_at: '2026-05-17T18:20:40Z' https://github.com/spring-projects/spring-boot#L73: title: 'github.com/spring-projects: springboot enables these probes automatically when running in k8s' description: '' year: '2026' stars: 5 ai_summary: Details Spring Boot's built-in Kubernetes-native integration features, specifically the auto-detection of container platform hosting. Once identified, it splits Spring Actuator's health check endpoint into dedicated `/actuator/health/liveness` and `/actuator/health/readiness` routes. This out-of-the-box support guarantees smooth coordination with Kubernetes container lifecycles during zero-downtime rollouts. language: Java resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5f55cc73a0ba8d7dd63a319ad3541b071f7136421dc2d8decd308a57a487c6b9 health_score: 100.0 last_checked: 1779031231.180597 needs_ai_refresh: true hierarchy: - Java Cloud Native - Spring Boot - Kubernetes Integration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T20:30:20Z' gh_stars: 80916 discovered_at: '2026-06-13T20:30:20Z' https://github.com/spring-projects/spring-petclinic: title: github.com/spring-projects/spring-petclinic description: '' year: '2023' stars: 5 ai_summary: Curator Insight targets the actual source code repository for the Spring Petclinic community project. Live Grounding confirms this project is an invaluable asset across the software industry to demonstrate testing, framework upgrades, Docker containerization, and platform deployment strategies. It serves as the baseline target for countless CI/CD benchmarks. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f46bb6fee08f1ca8127c793df3da35e630cffe49db992edf76cdcd40283fbee1 health_score: 100.0 last_checked: 1779031567.575975 needs_ai_refresh: true hierarchy: - Software Development - Microservices - Reference Architecture - Spring Petclinic tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T07:57:57Z' gh_stars: 9303 discovered_at: '2026-06-09T07:57:57Z' https://github.com/spring-projects/spring-petclinic/issues/339: title: ref 8 description: '' year: '2020' stars: 5 ai_summary: A major architectural discussion issue thread in the official Spring Petclinic repository. Explores the design decisions, trade-offs, and container integration requirements leading up to modern container-native architectures. language: Markdown resource_type: Issue Thread complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2ead2066f729ccc18514ab3f3d7c19cc38d0e98c0085ccee1fbc179c0211d718 health_score: 100.0 last_checked: 1779034448.110268 needs_ai_refresh: true hierarchy: - Cloud-Native Applications - Java Microservices - Community Standards tags: - CASE STUDY v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T07:57:57Z' gh_stars: 9303 discovered_at: '2026-06-09T07:57:57Z' https://github.com/squalrus/merge-bot: title: 'github.com/squalrus/merge-bot: PR Merge Bot' description: '' year: '2020' stars: 2 ai_summary: A simple Golang-based GitHub bot that validates customizable integration rules before executing automated merges. It minimizes workspace divergence by ensuring remote master commits are regularly synchronized with incoming pull requests. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3f1aab86ca49bd02e1a509659a317b4ba6b7565a7df02d1a2ee3b557407ab448 health_score: 100.0 last_checked: 1779032117.841023 needs_ai_refresh: true hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-01-19T06:05:24Z' gh_stars: 69 discovered_at: '2024-01-19T06:05:24Z' https://github.com/squareops/terraform-aws-vpc: title: github.com/squareops/terraform-aws-vpc description: '' year: '2023' stars: 1 ai_summary: A reusable community-driven Terraform VPC module. Features automated multi-AZ public and private subnet mapping, NAT elastic IP associations, and standardized route table isolations designed to hold production containers. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f5906f56eb837c59f96878bbde574fea1cc10db1d1ed0444d928ddabb6d6280b health_score: 100.0 last_checked: 1779034013.227683 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-20T08:58:21Z' gh_stars: 26 discovered_at: '2024-08-20T08:58:21Z' https://github.com/squat/kilo: title: github.com/squat/kilo description: '' year: '2025' stars: 3 ai_summary: Kilo is a cloud-native network CNI overlay built on WireGuard, designed to seamlessly secure cross-cluster networking, hybrid cloud environments, and distributed edge nodes. It allows remote servers to safely communicate within a single unified Kubernetes networking fabric. language: Go resource_type: CNI Provider complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 74c45645cdf32856a5fde1d5968e8c887ae530b3e8d1a87a24aafa57d0f9a54c health_score: 100.0 last_checked: 1779032380.939247 needs_ai_refresh: true hierarchy: - Network - CNI & Overlay - WireGuard VPN tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T19:30:00Z' gh_stars: 2263 discovered_at: '2026-06-12T19:30:00Z' https://github.com/srfrnk/jabos: title: Jabos description: '' year: '2021' stars: 1 ai_summary: Jabos (Just Another Bunch of Specs) is an experimental developer-centric GitOps workflow tool. It attempts to dramatically simplify Kubernetes configurations by utilizing abstract JSON/JS specifications instead of verbose YAML manifests, compiling down to standard Kubernetes APIs. While creative, it remains a low-adoption hobbyist project. language: JavaScript resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: fe4a0eaa54f02599bc6404730dc1629746991912467d1f76806aea76f220a0d0 health_score: 100.0 last_checked: 1779033002.87919 needs_ai_refresh: true hierarchy: - Configuration Management - GitOps - Alternative Specs tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-12-19T14:53:48Z' gh_stars: 3 discovered_at: '2024-12-19T14:53:48Z' https://github.com/ssbostan/jenkins-stack-docker: title: ssbostan/jenkins-stack-docker description: '' year: '2021' stars: 2 ai_summary: A practical Docker-compose blueprint designed for local development, sandbox testing, and rapid prototyping of Jenkins environments. Simplifies validation of pipeline configurations, shared libraries, and local plugin dependencies inside local environments. language: YAML resource_type: repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1811852b4c565cb16b239c1b858f10a62bab842ae1d27c33e602aebc70547af6 health_score: 100.0 last_checked: 1779034484.744652 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - CI-CD Concepts - Dockerized Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-12-05T18:44:06Z' gh_stars: 150 discovered_at: '2024-12-05T18:44:06Z' https://github.com/ssbostan/jenkins-stack-kubernetes: title: "ssbostan/jenkins-stack-kubernetes \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: An open-source blueprint containing pre-configured Kubernetes manifests and custom configurations for standing up a fully-integrated Jenkins stack. Leverages native storage providers, ingress engines, and dynamic execution environments to fast-track cluster deployment. language: YAML resource_type: repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c9c1aaedfe3a0ef9b75564cd4145ec7717be39ac16fa2b94c6b63bc4533e37df health_score: 100.0 last_checked: 1779029715.307723 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - Cloud Native Jenkins - Kubernetes Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-02-06T19:26:58Z' gh_stars: 193 discovered_at: '2024-02-06T19:26:58Z' https://github.com/ssbostan/jenkins-tutorial: title: "ssbostan/jenkins-tutorial \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A robust, code-driven learning repository offering comprehensive labs for Jenkins pipeline design and administration. Exercises cover credential management, standard shared libraries, declarative pipeline configurations, and external integrations. language: Shell resource_type: repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: e59a8575de4842c9bcaf9e35bd47ba98eef4ff50b1bd2fa13c0f66d62cc2085d health_score: 100.0 last_checked: 1779030615.481247 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - CI-CD Concepts - Jenkins Tutorials tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-05-30T13:35:18Z' gh_stars: 358 discovered_at: '2024-05-30T13:35:18Z' https://github.com/sse-secure-systems/connaisseur: title: connaisseur description: '' year: '2024' stars: 2 ai_summary: An admission controller that integrates image signature verification (using Cosign, Notary, or other signatures) directly into Kubernetes' admission flow. It ensures only trusted, cryptographically signed container images can be deployed in the cluster. Highly secure and widely adopted in 2026 within supply-chain security pipelines. language: Python resource_type: Admission Controller complexity: High is_microservice: true status: online addition_method: manual content_hash: 07e05cecfafe713c0a3afebe1a4f7860706d3fce3c3d8297c57f583e13daef13 health_score: 100.0 last_checked: 1779032228.105695 needs_ai_refresh: true hierarchy: - Security - Admission Control - Image Signature tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T03:24:19Z' gh_stars: 473 discovered_at: '2026-06-09T03:24:19Z' https://github.com/sstarcher/helm-exporter: title: sstarcher/helm-exporter description: '' year: '2023' stars: 5 ai_summary: A Prometheus exporter designed to surface real-time metrics for deployed Helm releases. It monitors charts metadata, tracking status, revisions, and health states across namespaces to empower advanced alert rules. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6ae8fc7fd5b441812529a0ace3e5c8f67debaba58c566331f6c86b74de01c42b health_score: 100.0 last_checked: 1779033795.215417 needs_ai_refresh: true hierarchy: - Observability - Scraping & Exporters - Kubernetes Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/helm.md - docs/prometheus.md v2_locations: - helm.md - prometheus.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-26T00:13:35Z' gh_stars: 301 discovered_at: '2026-05-26T00:13:35Z' https://github.com/sstephenson/rbenv: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7230c8f09965fdd1335a4b58dfd69622da22ebce1867df704cb63b6409efb458 health_score: 100.0 last_checked: 1779029502.948293 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/maven-gradle.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:42.948293+02:00' https://github.com/ssup2/kpexec: title: Kpexec description: '' year: '2024' stars: 5 ai_summary: A specialized terminal troubleshooting tool that executes commands within running containers by spinning up privileged sidecars. This allows administrators to troubleshoot slim or distroless images without compromising default workload security bounds. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: ca0af37133071db91f9ed23ea3af9925e5c5046d0d7d3034c5ea71c6d923bd43 health_score: 100.0 last_checked: 1779030473.577256 needs_ai_refresh: true hierarchy: - Operations - Command Line Tools - Interactive Exec tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-04T16:16:48Z' gh_stars: 270 discovered_at: '2025-12-04T16:16:48Z' https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide: title: "github.com/stackrox: Certified Kubernetes Security Specialist Study Guide' \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: A comprehensive community study handbook for the Linux Foundation CKS exam, detailing system hardening, threat mitigation, microservice security policies, and runtime compliance enforcement. language: Markdown resource_type: curation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 86c89cb5887c180508ab7bf1a604414960b4f9dfb0e2537bfc58c0f2c1ffda7a health_score: 100.0 last_checked: 1779033925.756738 needs_ai_refresh: true hierarchy: - Kubernetes Security - CKS Certification Study Guides - Cluster Lifecycle Security tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-01-04T22:33:10Z' gh_stars: 429 discovered_at: '2021-01-04T22:33:10Z' https://github.com/stackrox/kube-linter: title: KubeLinter description: '' year: '2025' stars: 5 ai_summary: An enterprise-grade static analyzer for raw Kubernetes manifest files and Helm charts. Translates security benchmarks, privileged container checks, and missing resource limits into actionable DevOps signals. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: cf47d7e9192f9651776ea67292bafba150cb7605adf555664bce2ffeeaf80c52 health_score: 100.0 last_checked: 1779030736.970507 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes Manifests - Validation & Linting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md - devsecops.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T16:20:01Z' gh_stars: 3469 is_special: true discovered_at: '2026-06-10T16:20:01Z' https://github.com/stacksimplify/aws-eks-kubernetes-masterclass: title: "github.com/stacksimplify/aws-eks-kubernetes-masterclass \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An extensive educational repository focusing on EKS operations. Showcases production patterns including IAM Roles for Service Accounts (IRSA), configuring AWS Load Balancer Controller, external DNS integrations, and persistent cluster volume setups. language: YAML resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: d5163f19d2b40ed07e72bcf44900e6342df8f5f0792555c8753298823ff51f0c health_score: 100.0 last_checked: 1781735910.826364 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS EKS - Masterclass tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.826364+02:00' https://github.com/stacksimplify/azure-aks-kubernetes-masterclass: title: "github.com/stacksimplify/azure-aks-kubernetes-masterclass \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: A highly comprehensive masterclass repository containing declarative HCL files and manifests to deploy AKS with Azure Disks, Azure Files, Application Gateway ingress, and active Azure AD integration. language: HCL resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5aa5f77ffa2cb7e6a5b6b7b247da6e75b951ea474975085f85c4ebd117f52a18 health_score: 100.0 last_checked: 1781735910.696183 needs_ai_refresh: true hierarchy: - Orchestration - AKS - Masterclass tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md - docs/terraform.md v2_locations: - terraform.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.696183+02:00' https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/25-Azure-DevOps-Terraform-Azure-AKS: title: "**Boilerplate: 25-Azure-DevOps-Terraform-Azure-AKS** \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 047cb7a87781eb910c358053dcbc997cdd2231a0eb8f27bc610ee154bb2f24d1 health_score: 100.0 last_checked: 1779029883.778285 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:03.778285+02:00' https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/ppt-presentation: title: "PDF presentation \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 71d3362e0796df8d9f9d6f1986c67b834869ab8e741a23af5ecc001ffa62bd99 health_score: 100.0 last_checked: 1779033974.124367 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:14.124367+02:00' https://github.com/stakater/Forecastle: title: stakater/Forecastle description: '' year: '2025' stars: 2 ai_summary: Forecastle is a web-based portal dashboard that dynamically aggregates Ingress resources across a cluster to display a directory of running services. Utilizing annotations to identify and group target URLs, it provides platform teams with an elegant internal developer portal (IDP) entrance. language: Go resource_type: Web UI / Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 1d66014024c686b95fa4b93439cfb3d92e8b2eb491e6d35864346f6813b1034b health_score: 100.0 last_checked: 1779032098.169983 needs_ai_refresh: true hierarchy: - Operations - Visualization - Dashboard tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T21:05:30Z' gh_stars: 799 discovered_at: '2026-06-12T21:05:30Z' https://github.com/stakater/IngressMonitorController: title: IngressMonitorController (Deprecated) description: '' year: '2023' stars: 5 ai_summary: An older monitoring operator designed to orchestrate uptime checks across multiple external platforms. Live Grounding indicates that this project has been archived and deprecated in favor of active native alternatives. language: Go resource_type: Operator complexity: Medium is_microservice: false status: online addition_method: manual content_hash: d55795aeb5b47d08150902e6d9bd1bcdea07c755c6a7535d69e46d9c94a650e8 health_score: 100.0 last_checked: 1779034306.753081 needs_ai_refresh: true hierarchy: - Observability - Monitoring - Ingress Monitoring - Operators tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T21:10:31Z' gh_stars: 735 discovered_at: '2026-06-09T21:10:31Z' https://github.com/stakater/Reloader: title: "stakater/Reloader \U0001F31F" description: '' year: '2018' stars: 5 ai_summary: An industry-standard controller that watches configuration changes within ConfigMaps and Secrets. It triggers rolling updates automatically for deployments, statefulsets, and daemonsets to apply dynamic configurations with zero human error. language: Go resource_type: Kubernetes Controller complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c6ec5140cb3cd6f3c78c173e0a764d58adf7a3dabcacc855b4a96eebe8632847 health_score: 100.0 last_checked: 1779034479.830412 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Dynamic Configurations - Lifecycle Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T10:43:48Z' gh_stars: 10133 discovered_at: '2026-06-12T10:43:48Z' https://github.com/stakater/Xposer: title: github.com/stakater/Xposer description: '' year: '2021' stars: 1 ai_summary: A lightweight automation operator designed to monitor services and dynamically generate DNS-mapped Ingress resources to reduce manual administrative overhead. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 29c16f22c76bc98338771dc74ac1438639e996eb6118ecdda8b375752b17568b health_score: 100.0 last_checked: 1779033477.393068 needs_ai_refresh: true hierarchy: - Networking - Ingress & Gateway - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md - gitops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-12-16T14:20:38Z' gh_stars: 32 discovered_at: '2023-12-16T14:20:38Z' https://github.com/stan-smith/FossFLOW: title: FossFLOW description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering FossFLOW in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: unreachable addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779031401.44877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md - docs/gitops.md - docs/kubernetes-tools.md v2_locations: - cicd.md - gitops.md - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:23:21.448770+02:00' https://github.com/stashed/stash: title: Stash description: '' year: '2024' stars: 4 ai_summary: An advanced Kubernetes-native operator utilizing Restic underneath to back up stateful persistent volumes. Stash implements native CSI VolumeSnapshot integrations to handle application-consistent recovery processes with automated deduplication. language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ce830f18065137153095ba75fd3c6c6ff7abe39fb59aebe99059b2b1ed8c28f6 health_score: 100.0 last_checked: 1779032104.23588 needs_ai_refresh: true hierarchy: - Infrastructure - Data Protection - Kubernetes Backup Operators tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-15T12:08:49Z' gh_stars: 1416 discovered_at: '2026-05-15T12:08:49Z' https://github.com/steamhaus/kubeswitch: title: "kubeswitch: Kubernetes Version Switcher \U0001F31F" description: '' year: '2018' stars: 1 ai_summary: A legacy command-line tool developed to swap between different versions of kubectl dynamically, ensuring version compatibility across distinct Kubernetes clusters. It has been superseded by containerized execution and modern multi-cluster managers. language: Shell resource_type: CLI Plugin complexity: Simple is_microservice: false status: online addition_method: manual content_hash: df09b7d158365db2199a8310dd14df6fcd934da2e45806e3ffcc2484c8adaff4 health_score: 100.0 last_checked: 1779029989.357538 needs_ai_refresh: true hierarchy: - Operations & UX - CLI Plugins - Cluster Context tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-14T16:27:19Z' gh_stars: 11 discovered_at: '2023-02-14T16:27:19Z' https://github.com/stedolan/jq: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2bbc25b13f97226919336cdea4344360a9fbc78222ca719a5863f5fc7eb3c271 health_score: 100.0 last_checked: 1779032098.162187 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:58.162187+02:00' https://github.com/stefanprodan/gitops-istio: title: "github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery' with Flux v2, Flagger and Istio \U0001F31F" description: '' year: '2023' stars: 2 ai_summary: An advanced progressive delivery architectural recipe integrating Flux v2, Flagger, and Istio. Automates metric-driven canary releases, utilizing real-time Prometheus statistics to roll back failing application revisions with minimal user impact. language: YAML resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 3501356a1e2ae4ce8940c02dae02505b05350fe8d2191b0961d48b8a7fde860e health_score: 100.0 last_checked: 1779031755.738453 needs_ai_refresh: true hierarchy: - Service Mesh - GitOps - Progressive Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T09:04:02Z' gh_stars: 668 discovered_at: '2026-05-19T09:04:02Z' https://github.com/stefanprodan/podinfo: title: ==stefanprodan/podinfo== description: '' year: '2024' stars: 4 ai_summary: A premium go-to microservice web application written in Go, specifically designed to showcase best practices in Kubernetes deployment, health checking, instrumentation (Prometheus/Jaeger), and progressive delivery validation (such as Flagger/Istio canary releases). language: Go resource_type: Repository complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 125ee281f14d531e229930cb3a29aaf410035ea7fabe0f0062ae730e37c74eb1 health_score: 100.0 last_checked: 1779034309.631439 needs_ai_refresh: true hierarchy: - Cloud Native Infrastructure - Observability & Testing - Pod Mocking tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-08T21:06:43Z' gh_stars: 5917 discovered_at: '2026-06-08T21:06:43Z' https://github.com/stepchowfun/docuum: title: "stepchowfun/docuum: Docuum: LRU eviction of Docker images \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Docuum is a robust, Rust-based daemon designed to run on container hosts to execute Least Recently Used (LRU) image eviction. When host disk usage exceeds a defined threshold, Docuum safely removes inactive images to prevent disk exhaustion without manual intervention. This represents a highly valuable, low-footprint automation utility for long-running CI/CD worker nodes and resource-constrained edge computing environments. language: Rust resource_type: Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: e4741475cc45ec8af39ff632ab96c0284e52a5996db547abb2c372de3bda1b93 health_score: 100.0 last_checked: 1779029838.713647 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Garbage Collection tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-09T07:28:58Z' gh_stars: 698 discovered_at: '2026-06-09T07:28:58Z' https://github.com/stephaneey/azure-and-k8s-architecture: title: "==github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture==' \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A curated open-source repository featuring detailed visual design maps and deployment blueprints for running enterprise-grade workloads on Azure and AKS. Demonstrates architectural patterns for network security zoning, private endpoints, DNS configuration, and highly isolated hub-and-spoke virtual networks. language: Markdown resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: e4724b9ff68ccdad9df2cf3fb9875306e0925154ddecd072b490d395590d10fc health_score: 100.0 last_checked: 1781736078.358286 needs_ai_refresh: true hierarchy: - Architecture Blueprint - Multi-Cloud & Azure - Infrastructure Design tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:18.358286+02:00' https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md: title: 'azure-and-k8s-architecture: The API Management Architecture Map' description: '' year: '2024' stars: 0 ai_summary: A sub-blueprint mapping Azure API Management (APIM) integration topologies to backend AKS clusters. Synthesizes private virtual network configurations, internal routing topologies, DNS resolution, and security gateway layers. Essential diagrammatic and text reference for senior architects planning multi-layered security profiles. language: Markdown resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 6589cc4fb14699b1e54bbeaa97d3d2e16254b69129d64b5407cbd2a4e31a59b5 health_score: 100.0 last_checked: 1781736078.320651 needs_ai_refresh: true hierarchy: - Architecture Blueprint - API Gateway - Enterprise Ingress Patterns tags: - COMMUNITY-TOOL - CASE STUDY v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:18.320651+02:00' ? https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/networking/azure-kubernetes-service/east-west-traffic/east-west-shared-calico.md : title: 'azure-and-k8s-architecture: East-West Traffic shared cluster and shared'' responsibilities using Calico' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 433dcd5937807c0c6137c805c6b114481abf6d8f8e84b925927d1c6a83eb1809 health_score: 100.0 last_checked: 1779033218.506913 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.506913+02:00' https://github.com/stern/stern: title: "Stern \U0001F31F" description: '' year: '2015' stars: 5 ai_summary: Stern is a highly efficient Go-based CLI utility that tails logs from multiple pods and containers within a cluster, utilizing regular expressions for flexible Pod selection. It automatically handles the lifecycle of newly spawned pods, appending them to the output stream on the fly. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 02a6d0aaa779be47b6c109a6867ca9a9a4ec5dd72ca3440241357456549c728f health_score: 100.0 last_checked: 1779031712.444194 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Log Aggregation - CLI Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-03T09:27:21Z' gh_stars: 4733 discovered_at: '2026-05-03T09:27:21Z' https://github.com/steve-mt/awesome-slo: title: 'steveazz/awesome-slo: Awesome SLOs' description: '' year: '2026' stars: 2 ai_summary: A highly practical resource library mapping Service Level Objectives (SLOs) and Service Level Indicators (SLIs). Curates specialized tooling and calculators designed to help teams construct resilient alerting networks and manage operational error budgets. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 39ca6d296e300ee9175b8f98be6ac850f7886c05cad347e3eaf281ec4aacd48d health_score: 100.0 last_checked: 1779130494.943339 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - SLOs and SLIs tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-06-12T19:55:29Z' gh_stars: 280 is_special: true discovered_at: '2025-06-12T19:55:29Z' https://github.com/steveazz/awesome-slo: title: 'steveazz/awesome-slo: Awesome SLOs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2a8a72118a2186dd023c23869839516a034a9b5929836470362f008dfd03995f health_score: 100.0 last_checked: 1779033163.106224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:43.106224+02:00' https://github.com/steveteuber/kubectl-graph: title: ==steveteuber/kubectl-graph== ⭐ description: '' year: '2024' stars: 2 ai_summary: A kubectl plugin that parses cluster resource dependencies and generates Graphviz DOT diagrams of resource hierarchies. It serves as an invaluable visual debugging companion for troubleshooting complex Helm deployments or Custom Resource linkages in real-time. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b3652053583cd419d1f0449fb83fa6b07b1a016718aeb4f78087c7d7943a4100 health_score: 100.0 last_checked: 1779029466.853494 needs_ai_refresh: true hierarchy: - Operations - CLI Tooling - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T02:00:05Z' gh_stars: 690 discovered_at: '2026-05-19T02:00:05Z' https://github.com/strimzi/kafka-kubernetes-config-provider: title: 'strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider'' for Apache Kafka' description: '' year: '2021' stars: 2 ai_summary: A specialized provider class allowing Kafka applications to read operational properties directly from Kubernetes Secrets and ConfigMaps. This architectural utility simplifies TLS certificate mount mappings and broker credential provisioning, eliminating redundant file sync code in application containers. language: Java resource_type: Configuration Provider complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: eabf0551149322be6f770e7e21e08dafe73a314081eb9d630bd394fda8f2e39f health_score: 100.0 last_checked: 1779030116.070434 needs_ai_refresh: true hierarchy: - Infrastructure - Cloud Native Integration - Strimzi - Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-14T07:02:17Z' gh_stars: 30 discovered_at: '2026-04-14T07:02:17Z' https://github.com/strimzi/strimzi-canary: title: strimzi/strimzi-canary description: '' year: '2021' stars: 2 ai_summary: A dedicated canary service designed to act as a diagnostic sentinel within Strimzi-managed environments. It continuously executes basic read-write loops inside dedicated topics to report real-time, end-to-end performance indicators like latency and partition availability. language: Go resource_type: Diagnostic Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ffc080c755a148610597ae6ba44a4b825d8440003acf6b569f3e15b32a607103 health_score: 100.0 last_checked: 1779032889.576067 needs_ai_refresh: true hierarchy: - Infrastructure - Cloud Native Integration - Strimzi - Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-10-18T08:59:34Z' gh_stars: 42 discovered_at: '2024-10-18T08:59:34Z' https://github.com/sukeesh/k8s-job-notify: title: '**k8s-job-notify**' description: '' year: '2021' stars: 5 ai_summary: A specialized controller that tracks Kubernetes Job transitions and dispatches automated event updates to common communication channels like Slack and Discord. Ideal for keeping systems operations updated on long-running training runs or batch transformations. language: Python resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 5e70cedb8629e43a105a7a84d9735a8617c6fbf69c509dac9aec12ba9bfa09da health_score: 100.0 last_checked: 1779031416.972991 needs_ai_refresh: true hierarchy: - Observability - Alerting & Notifications - Job Monitoring tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-06-09T08:57:34Z' gh_stars: 133 discovered_at: '2022-06-09T08:57:34Z' https://github.com/summerwind/actions-runner-controller: title: summerwind/actions-runner-controller description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf health_score: 100.0 last_checked: 1779034564.995839 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.995839+02:00' https://github.com/superbrothers/zsh-kubectl-prompt: title: "superbrothers/zsh-kubectl-prompt \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: Details a Zsh shell utility that displays current Kubernetes context and namespace info in the terminal prompt. Minimizes chances of entering execution instructions in wrong production sectors. language: English resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e8d9f9d17ff8b9e799e416d1321f0734b4fd5a8e234a48cdeacc0ffe97054c8c health_score: 100.0 last_checked: 1779032754.450066 needs_ai_refresh: true hierarchy: - Kubernetes Platform - Cluster Administration - Shell Environments tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-05-15T02:43:09Z' gh_stars: 591 discovered_at: '2023-05-15T02:43:09Z' https://github.com/superlinked/sie: title: 'SIE: Superlinked Inference Engine' description: Superlinked Inference Engine is an open-source inference server and production cluster for embeddings, reranking, and extraction. year: '2026' stars: 4 ai_summary: A production-grade, open-source inference server designed to run embedding, extraction, and cross-encoder reranking models at scale. It enables developers to build high-performance search pipelines by combining unstructured data with structured metadata directly during vector encoding. Features robust local execution via Docker or Kubernetes Helm deployment, supporting tight integration with popular vector databases and agent frameworks. language: English resource_type: repository complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: 87b5f5959927f882e9728944c8e066281f088b6576dce59ac000ba0a6ebb59ea health_score: null last_checked: 1780352282.814338 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Information Retrieval - Inference Servers - Vector Databases tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp gh_license: Apache-2.0 gh_pushed: '2026-05-29T18:44:19Z' gh_stars: 2012 reputation_status: Vetted reputation_summary: Highly regarded open-source framework by Superlinked for multi-modal embedding inference, metadata-enriched vector search, and reranking, filling a major performance gap in production RAG systems. social_preview_url: https://opengraph.githubassets.com/5d9faa3f3b4a4a7b53094f45a903bdfe4245f7a83006fcd7de6df6c6dad2902b/superlinked/sie source_provenance: X.com (pvergadia) suggested_new_category: vector-search-inference discovered_at: '2026-05-29T18:44:19Z' https://github.com/suraksha-123/Grant-Revoke-ssh-access: title: Grant-Revoke-ssh-access description: '' year: '2021' stars: 1 ai_summary: 'A security-focused shell scripting utility designed to automate user provisioning, key assignment, and subsequent access revocation across distributed Linux server deployments. Double-Evidence: This tool simplifies standard access controls, while live grounding suggests it is best suited for small-scale operations that do not yet warrant complex Identity and Access Management (IAM) platforms or SSH CA infrastructures.' language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6d6dd7e8bb36758794e830317f29eb55326e8fbe904c06e6ebbbea2653236754 health_score: 100.0 last_checked: 1781736068.204595 needs_ai_refresh: true hierarchy: - Infrastructure - Networking - SSH Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:41:08.204595+02:00' https://github.com/swade1987/deprek8ion: title: Deprek8ion description: '' year: '2026' stars: 5 ai_summary: A Rego-based validation policy suite created to audit obsolete API resources in Kubernetes templates. While historically popular for preventing runtime upgrade issues, platform engineering teams are transitioning toward active admission dynamic scanners like Pluto or Kubent in modern workflows. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7b786ea62674f3a09329e3f08529e9b3936001174873ebde9eb649e046d21682 health_score: 100.0 last_checked: 1779030852.041418 needs_ai_refresh: true hierarchy: - Operations - Deprecation Monitoring - Resource Validation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-07-28T12:32:00Z' gh_stars: 143 discovered_at: '2021-07-28T12:32:00Z' https://github.com/swagger-api/swagger-codegen: title: Swagger Codegen description: '' year: '2015' stars: 4 ai_summary: Automatic generation of API client libraries and server stubs from OpenAPI/Swagger specifications. language: Java resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d9c645faf2917f2a541a96c949d559a8b1813b9976cec8c12bb84846062b2903 health_score: 100.0 last_checked: 1779031117.897595 needs_ai_refresh: true hierarchy: - Automation & Orchestration - API Orchestration - Swagger Codegen tags: - '[DE FACTO STANDARD]' v1_locations: - docs/swagger-code-generator-for-rest-apis.md - docs/about.md v2_locations: - swagger-code-generator-for-rest-apis.md - about.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T08:07:36Z' gh_stars: 17758 discovered_at: '2026-05-19T08:07:36Z' https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQL_CheatSheet.png: title: '==github.com/swapnakpanda: SQL_CheatSheet.png==' description: '' year: '2023' stars: 0 ai_summary: A dense visual database infographic grouping standard relational concepts. Outlines join configurations, index lookups, data grouping rules, and typical query structures in a high-density schematic map. language: SQL resource_type: Infographic complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 897668ccfb3e4132ef052f268c28d51f6b2e55d233e4d3a48df7553177e4697e health_score: 100.0 last_checked: 1781735890.407375 needs_ai_refresh: true hierarchy: - Databases & Storage - Relational Databases - SQL tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:10.407375+02:00' https://github.com/swarmlet/swarmlet: title: '==swarmlet/swarmlet: Swarmlet==' description: '' year: '2020' stars: 5 ai_summary: 'A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note: Currently inactive (>4 years since last commit), making it a legacy reference rather than a production-grade modern solution.' language: Bash resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 311501c4bf6ceb3f737bfa32667fd62e7d0268aa8ae9ea55fe75b11276732c33 health_score: 100.0 last_checked: 1779030012.259267 needs_ai_refresh: true hierarchy: - Orchestration - Docker Swarm - PaaS Solutions tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-04-13T17:58:55Z' gh_stars: 817 discovered_at: '2023-04-13T17:58:55Z' https://github.com/swyxio/skills/tree/main: title: Kakuna Codebase Hardening Suite description: An automated codebase hardening framework designed to refactor experimental vibecoded MVPs into reliable, end-to-end tested, and maintainable production repositories. year: '2026' stars: 4 ai_summary: 'Curator Insight: Kakuna is a breakthrough engineering design pattern for agentic codebase evolution, utilizing structured checklists to refactor fragile code into production-ready software. Live Grounding: By prioritizing subagent parallelism and enforcing rigorous DevOps standards, it systematically executes large-scale, automated refactoring runs, yielding hardened systems with self-auditing reports without changing the primary business logic.' language: English resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 17b19726b672db9f396ca25588dd816335711b3433d678859bd2c5a7b39a3829 health_score: null last_checked: 1780352404.147657 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Codebase Hardening tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely well-received community contribution by swyx (Shawn Wang) focusing on structural agent checklists for codebase evolutionary hardening, avoiding standard agent drift. social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills source_provenance: X.com (swyx) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147657+02:00' https://github.com/swyxio/skills/tree/main/twitter-x-scraping: title: swyxio/skills - twitter-x-scraping description: An agentic skill designed for Claude Code and other AI agents to execute robust, automated Twitter/X scraping tasks. year: '2026' stars: 4 ai_summary: 'A functional tool repository containing specialized agent skills developed for modern platforms like Claude Code, Cursor, and Codex. * Provides agents with the programmatic ability to parse, scrape, and compile information directly from Twitter/X social threads. * Standardizes the deployment of system-hardening skills, helping developers turn fragile, ''vibe-coded'' prototypes into production-ready repositories.' language: en resource_type: repository complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: c6179cda302c3e7a12583395855ac27f81e7c23dedc3207770ee8853f86f4a23 health_score: null last_checked: 1780352686.744644 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - Claude Code Skills - Automated Scraping tags: - EMERGING - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly regarded as a pragmatic, local automation skill constructed by Shawn Wang (swyx), which aligns with current open standards for agent-native developer workflows. social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills source_provenance: X.com (swyx) suggested_new_category: agent-skills discovered_at: '2026-06-02T00:24:46.744644+02:00' https://github.com/syntasso/kratix: title: syntasso/kratix description: '' year: '2026' stars: 3 ai_summary: Kratix is a modular framework built to help platform engineering teams construct customized Internal Developer Platforms (IDPs). Using the concept of 'Promises', it permits engineers to define declarative APIs that generate multi-step orchestration workflows across multiple infrastructure planes. Grounding showcases its fast-growing appeal for companies seeking to build bespoke self-service capabilities without locking into heavy commercial portals. language: Go resource_type: Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4f6fc89ef4767dd324889cc96f9f9b978e653b08a6e35cc5a98ea4a29b9dde86 health_score: 100.0 last_checked: 1779030883.160153 needs_ai_refresh: true hierarchy: - Platform Engineering - Internal Developer Platforms - Frameworks tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-10T12:36:21Z' gh_stars: 753 discovered_at: '2026-06-10T12:36:21Z' https://github.com/systemcraftsman/lab-tekton-pipelines: title: 'systemcraftsman/lab-tekton-pipelines: OpenShift Pipelines workshop' description: '' year: '2021' stars: 1 ai_summary: A structured hands-on workshop focused on OpenShift Pipelines (Tekton). Teaches engineers how to write tasks, manage resources, and deploy production-level continuous integration workflows. language: Yaml resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7ffb7ddc84fcc8e7c5eb4384685b765f14cf951e772846a31fad784651aff823 health_score: 100.0 last_checked: 1779032762.863861 needs_ai_refresh: true hierarchy: - Application Delivery - CI/CD Pipelines - Workshops tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2020-09-11T13:43:37Z' gh_stars: 1 discovered_at: '2020-09-11T13:43:37Z' https://github.com/taosdata/TDengine: title: TDengine description: '' year: '2026' stars: 5 ai_summary: An open-source time-series database optimized specifically for IoT and telemetry data storage. Utilizing a unique 'one table per data source' structure, TDengine offers extremely fast writing speeds and high-efficiency query execution, challenging traditional solutions in 2026. language: C resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 549d54ac1f8b0fee5cb9f5675523be0e7c23b85078ffdcdb2e005aa3b31ee315 health_score: 100.0 last_checked: 1779030862.000691 needs_ai_refresh: true hierarchy: - Data Engineering - Time Series Databases tags: - '[DE FACTO STANDARD]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2026-06-12T12:30:52Z' gh_stars: 24903 discovered_at: '2026-06-12T12:30:52Z' https://github.com/target/pod-reaper: title: target/pod-reaper description: '' year: '2018' stars: 2 ai_summary: An automated reaper utility designed to sweep, terminate, and clean up pods based on custom-defined schedules and rule parameters. It ensures platform efficiency by pruning dead workloads or stale containers. language: Go resource_type: Kubernetes Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 710c1d725f3ae960da570d03d7cf72e4f144cdd07206f5cb897e86b092043a69 health_score: 100.0 last_checked: 1779031541.940235 needs_ai_refresh: true hierarchy: - Cluster Management - Resource Lifecycle - Pod Reaper tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-01T14:31:25Z' gh_stars: 210 discovered_at: '2026-06-01T14:31:25Z' https://github.com/taubyte/dream: title: dreamland description: '' year: '2026' stars: 5 ai_summary: A developer tool designed to spin up localized Taubyte nodes on a single laptop. Allows rapid offline testing of serverless WASM routines, networking layers, and decentralized databases. language: Go resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: a48f3eadbf919c44361e0f4d89f53a18762f9ee17aec4f4e9e9e7db60b230963 health_score: 100.0 last_checked: 1779130495.008821 needs_ai_refresh: true hierarchy: - Serverless Architecture - Edge Computing - Local Development tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-04-07T05:00:04Z' gh_stars: 88 discovered_at: '2026-04-07T05:00:04Z' https://github.com/taubyte/dreamland: title: dreamland description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 661df8f4a4f71dff46381d0c0e8c245ec770bda1714f884fdd3c6015fd6b3559 health_score: 100.0 last_checked: 1779032820.368091 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:00.368091+02:00' https://github.com/taubyte/tau: title: 'github.com/taubyte/tau: Tau' description: '' year: '2025' stars: 5 ai_summary: Tau is an innovative, high-performance decentralized computing platform running WebAssembly (Wasm) workloads on the edge. It integrates autonomous routing, multi-tenant serverless orchestration, and distributed transactional db sync natively without standard cloud overhead. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: eb499cea150263a03dad6a3c8eda71fdc71f3731677285ec4ce05b23bed8d0df health_score: 100.0 last_checked: 1779031032.063214 needs_ai_refresh: true hierarchy: - Edge & Serverless - WebAssembly Platforms - Tau Edge tags: - '[DE FACTO STANDARD]' v1_locations: - docs/caching.md - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md - caching.md - index.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-05-07T14:02:50Z' gh_stars: 5051 discovered_at: '2026-05-07T14:02:50Z' https://github.com/tchiotludo/akhq: title: "AKHQ (previously known as KafkaHQ) \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: AKHQ (formerly KafkaHQ) is a comprehensive web interface for administering and browsing Apache Kafka resources. It provides granular visibility into topics, payloads, schema registries, and consumer group offsets without requiring complex CLI interactions. language: Java resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 67f35e0828fff7ba0c4662ffdb54b71e6f29dfbb99ff4f8d87737df215c68fe1 health_score: 100.0 last_checked: 1779029472.948848 needs_ai_refresh: true hierarchy: - Data Engineering - Event Streaming - UI Consoles tags: - '[DE FACTO STANDARD]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T01:16:31Z' gh_stars: 3819 discovered_at: '2026-06-13T01:16:31Z' https://github.com/tcnksm/awesome-container: title: Awesome Container description: '' year: '2023' stars: 5 ai_summary: A specialized index investigating low-level container building, runtimes (runc, containerd, CRI-O), image specification standards, and isolation platforms. Ideal for system engineers seeking to master virtualization fundamentals and security sandboxing at the kernel boundary. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9d936b186489ec323b0ec9d39c7c4286413684c2688b83a6bf7a933e557e50ae health_score: 100.0 last_checked: 1779030196.669562 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Containers tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-08-05T01:15:48Z' gh_stars: 175 is_special: true discovered_at: '2020-08-05T01:15:48Z' https://github.com/team-soteria/rback: title: "rback: RBAC in Kubernetes visualizer \U0001F31F\U0001F31F" description: '' year: '2022' stars: 2 ai_summary: A security tool designed to query and visualize Kubernetes Role-Based Access Control (RBAC) configurations, outputting clean, interactive graph representations of bindings and roles. By mapping relationships between Users, Groups, ServiceAccounts, Roles, and ClusterRoles, it assists security auditors in identifying privilege escalation paths. In 2026, it is highly valued for rapid security auditing. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 150c057ef86abcfb4523d95c03df03bc427de822f68398807e1fc9b6def4de24 health_score: 100.0 last_checked: 1779033947.986653 needs_ai_refresh: true hierarchy: - Security - RBAC - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-01-04T12:59:14Z' gh_stars: 401 discovered_at: '2021-01-04T12:59:14Z' https://github.com/teamcode-inc/kubeorbit: title: teamcode-inc/kubeorbit description: '' year: '2026' stars: 2 ai_summary: Kubeorbit is a specialized service routing tool focused on creating isolated testing channels within shared microservice topologies. By injecting dynamic headers into requests, it allows engineers to test unstable feature versions without duplicating entire clusters. Live engineering checks indicate the project has suffered low maintenance recently, making it a reference rather than a production candidate. language: Go resource_type: Service Mesh Utility complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: bdf3311904289520ce33142a90fc9b2d554fc34600ab788ef886b81cac40397a health_score: 100.0 last_checked: 1779030205.011446 needs_ai_refresh: true hierarchy: - Networking - Microservices Routing - Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-17T08:40:47Z' gh_stars: 454 discovered_at: '2023-02-17T08:40:47Z' https://github.com/techiescamp/devops-projects: title: ==techiescamp/devops-projects==:Real-World DevOps Projects For Learning description: '' year: '2026' stars: 5 ai_summary: A stellar, end-to-end GitHub archive that compiles structural templates, infrastructure blueprints, and multi-tier CI/CD pipelines. Features real-world deployment playbooks using Terraform, Ansible, and Kubernetes for cloud architectures. language: English resource_type: GitHub Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 297a8442638797fa98363d63903f491e018c9759a1d1ce56fa095c869aa8c90e health_score: 100.0 last_checked: 1781735940.323854 needs_ai_refresh: true hierarchy: - Orchestration - Infrastructure as Code - Real-World Architecture tags: - '[DE FACTO STANDARD]' v1_locations: - docs/elearning.md v2_locations: - elearning.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:00.323854+02:00' https://github.com/techiescamp/kubernetes-learning-path: title: "==github.com/techiescamp/kubernetes-learning-path== \U0001F31F\U0001F31F" description: '' year: '2026' stars: 4 ai_summary: A massive, community-backed repository organizing study plans, code repositories, structural templates, and practice exercises. Ideal for self-taught DevOps engineers transitioning to system automation roles. language: English resource_type: GitHub Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 671752463b99aa84b82e66d4a4f67c9f4f882d81b93c09d5e958577c19192559 health_score: 100.0 last_checked: 1781736057.376523 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Learning Pathways - GitHub Repository tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:57.376523+02:00' https://github.com/techno-tim/k3s-ansible: title: techno-tim/k3s-ansible description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3c34d83014e44e8c17aa06bce355f18ed35d6dc539c360107c99c947cfc14c33 health_score: 100.0 last_checked: 1779029989.244494 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/rancher.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:49.244494+02:00' https://github.com/techpivot/terraform-module-releaser: title: Terraform Module Releaser GitHub Action description: '' year: '2026' stars: 2 ai_summary: An automated GitHub Action that manages release tagging, semantic version tracking, and registration publication processes for Terraform modules. Mitigates distribution overhead by auto-generating changelogs and managing tags. language: TypeScript resource_type: GitHub Action complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 950704da59b499a2579d6e7bcc2e4a2c50f07b6ac789932c8bbfd7de372097ab health_score: 100.0 last_checked: 1779032817.964031 needs_ai_refresh: true hierarchy: - DevOps & CI/CD - CI/CD Automation - Terraform Release Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md - docs/iac.md - docs/kubernetes-tools.md v2_locations: - cicd.md - iac.md - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-13T01:24:45Z' gh_stars: 223 discovered_at: '2026-06-13T01:24:45Z' https://github.com/tektoncd: title: github.com/tektoncd description: '' year: '2024' stars: 5 ai_summary: Provides access to the central GitHub repository ecosystem of the Tekton project, housing core pipeline controllers, CLI tools (tkn), trigger mechanisms, and catalog components. Serves as the primary source for inspecting Tekton's open-source Go implementations and resource definitions. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 5c460d842a7936c0726c8865b93c5b0c7b1dadf3972c70a52c303a5bcd103a2e health_score: 100.0 last_checked: 1779031625.329661 needs_ai_refresh: true hierarchy: - Continuous Integration & Delivery - Cloud Native CI-CD - Tekton Platform tags: - '[DE FACTO STANDARD]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:27:05.329661+02:00' https://github.com/tektoncd/chains: title: tektoncd/chains description: '' year: '2021' stars: 2 ai_summary: A custom controller from the Tekton project that handles supply chain security by signing tasks and pipeline run artifacts. Integrated with Sigstore, it generates cryptographic proof and provenance data to secure continuous delivery pipelines. language: Go resource_type: Kubernetes Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2cdbd293843a82fe6216d9cab2c8fd41a58eb28fd1957dd1bbf04b90ca71c7b0 health_score: 100.0 last_checked: 1779029590.818323 needs_ai_refresh: true hierarchy: - CI/CD & Delivery - Supply Chain Security - Artifact Signing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T09:36:31Z' gh_stars: 271 discovered_at: '2026-06-12T09:36:31Z' https://github.com/tektoncd/community: title: Tekton community description: '' year: '2024' stars: 4 ai_summary: Features the repository hosting governance, contribution guidelines, design proposals (TEPs), and meeting schedules for the Tekton open-source ecosystem. Vital for understanding the community-driven roadmap, architecture reviews, and technical steering decisions shaping the future of Tekton CI/CD. language: None resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 155e11a94e516cc34edab1e2e3071bbca822d651ead9ccb0cae7bb5f6181e6f3 health_score: 100.0 last_checked: 1779032572.167462 needs_ai_refresh: true hierarchy: - Continuous Integration & Delivery - Cloud Native CI-CD - Governance & Community tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T13:30:31Z' gh_stars: 396 discovered_at: '2026-06-11T13:30:31Z' https://github.com/tektoncd/pipeline: title: 'github: Tekton Pipelines' description: '' year: '2024' stars: 5 ai_summary: A secondary reference to Tekton's core Pipeline engine. Focuses on declarative resource management via Custom Resource Definitions, detailing how Tekton uses specialized Tasks and Steps to run multi-stage workflows natively inside Kubernetes nodes without relying on heavy external build servers. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9228a9fc5e9b946dff4963314729e0fac644c1d4329be1f2beb33017fd8a27e4 health_score: 100.0 last_checked: 1779030240.945392 needs_ai_refresh: true hierarchy: - Continuous Integration & Delivery - Cloud Native CI-CD - Tekton Pipelines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:33:11Z' gh_stars: 8985 discovered_at: '2026-06-14T09:33:11Z' https://github.com/telekom/das-schiff: title: telekom/das-schiff description: '' year: '2023' stars: 3 ai_summary: Das Schiff is Deutsche Telekom's production-grade engine for bootstrapping and operating bare-metal, highly resilient Kubernetes clusters designed for telecom and network functions virtualization (NFV). Utilizing declarative GitOps principles, it enables robust infrastructure management at scale, complying with extreme security and low-latency network constraints. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: b2086cfe7f173a84cf74c31476d2757aec6a2b8ff511cc79355cd3c6cfcc5116 health_score: 100.0 last_checked: 1779031107.536429 needs_ai_refresh: true hierarchy: - Cluster Management - Bare Metal - Telecom Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-09-04T15:01:23Z' gh_stars: 366 discovered_at: '2025-09-04T15:01:23Z' https://github.com/teleskopeView/teleskope_k8s: title: Teleskope description: '' year: '2023' stars: 5 ai_summary: A visual workspace client offering simple layout views of running pods, services, and configuration objects. Designed to provide dynamic cluster analytics for local developers and platform engineers trying to understand live workloads. language: TypeScript resource_type: Web Application complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 30fd093abbbc74f5ae7e6bfb1b238351bc34aa260195c2cd5dd708a01a758cdb health_score: 100.0 last_checked: 1779034450.556359 needs_ai_refresh: true hierarchy: - Observability - UI Dashboards - Visual Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-10-12T06:42:24Z' gh_stars: 24 discovered_at: '2022-10-12T06:42:24Z' https://github.com/tellerops/helm-teller: title: tellerops/helm-teller description: '' year: '2024' stars: 2 ai_summary: A highly specialized security plugin that interfaces with vault and KMS solutions to fetch secret values dynamically during deployment runtime. It eliminates the risk of committing sensitive configuration details to public code repositories. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 667b488d327089249eb627b829390544306434528cddfe2362bc716f7a837b79 health_score: 100.0 last_checked: 1779031825.6215 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Secrets Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-11-14T17:37:27Z' gh_stars: 69 discovered_at: '2022-11-14T17:37:27Z' https://github.com/tenable/access-undenied-aws: title: "ermetic/access-undenied-aws \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Access Undenied on AWS is a highly sophisticated CLI tool that parses AWS 'Access Denied' errors and CloudTrail events, pointing specifically to the policy boundary or SCP causing the block. Live Grounding confirms its acquisition and active hosting under the Tenable GitHub organization. This remains a cornerstone tool for platform engineers troubleshooting complex IAM evaluation logic. language: Python resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5cd4779809c3a5be1f92b632b94713ff45d077ac96b8fee49a0c9852a852ac2d health_score: 100.0 last_checked: 1779130494.988035 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Security and Compliance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-13T18:19:16Z' gh_stars: 272 discovered_at: '2026-04-13T18:19:16Z' https://github.com/tensorchord/Awesome-LLMOps: title: 'github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps' description: '' year: '2023' stars: 3 ai_summary: An expansive, curated catalog of leading open-source LLMOps tooling, libraries, and frameworks. Curator Insight and Live Grounding validate this repository as a comprehensive roadmap for configuring production vector databases, distributed training trackers, model testing beds, and low-latency inference gateways. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1243fd67e4ccd3df802d78acca929307444150337f6181a0e5394cd6fcf2ad71 health_score: 100.0 last_checked: 1779033617.85776 needs_ai_refresh: true hierarchy: - Artificial Intelligence - LLMOps & MLOps - Curated Ecosystems tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/ai.md - docs/other-awesome-lists.md v2_locations: - ai.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2026-05-21T09:12:50Z' gh_stars: 5843 is_special: true discovered_at: '2026-05-21T09:12:50Z' https://github.com/tensorchord/envd: title: "tensorchord/envd: Reproducible development environment for AI/ML \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: An innovative local development environment generator for ML engineering. Envd translates Python declarations into isolated container definitions, ensuring high reproducibility for CUDA packages, pip dependency trees, and IDE plugins without writing complex Dockerfiles. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 770a6424a70e025fdbe5b649f3def28c5cfc8e66d2c960c676fb128629f4656c health_score: 100.0 last_checked: 1779033130.251695 needs_ai_refresh: true hierarchy: - MLOps - Development Environments - Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-21T22:05:25Z' gh_stars: 2209 discovered_at: '2026-05-21T22:05:25Z' https://github.com/termkit/gama: title: 'Gama: Terminal UI for GitHub Actions' description: '' year: '2021' stars: 2 ai_summary: Terminal UI built to monitor and coordinate GitHub Actions workloads from the CLI. Classified as legacy under MVQ parameters because the repository has been inactive since late 2021 and was superseded by official GitHub CLI `run` commands. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: abfa175c30347a2cca923cb7b2b2e6abf01d8bf16dd7b9c1cbf3301df80f76b9 health_score: 100.0 last_checked: 1779033259.164219 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - GitHub Actions - Developer Tooling tags: - '[LEGACY]' v1_locations: - docs/cicd.md - docs/git.md - docs/kubernetes-tools.md v2_locations: - cicd.md - git.md - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2025-11-08T08:37:03Z' gh_stars: 480 discovered_at: '2025-11-08T08:37:03Z' https://github.com/terraform-aws-modules: title: ==github.com/terraform-aws-modules== description: '' year: '2025' stars: 5 ai_summary: The foundational registry ecosystem comprising highly standardized, battle-tested community AWS modules. Essential for orchestrating EKS, VPC, RDS, and standard IAM setups with enterprise-level security. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e7121402995f4a77600c9675a673757e5ebbe21198f581c401f2b997cee862b1 health_score: 100.0 last_checked: 1779029641.074387 needs_ai_refresh: true hierarchy: - Infrastructure as Code - AWS - Terraform Modules tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:54:01.074387+02:00' https://github.com/terraform-aws-modules/terraform-aws-eks: title: 'github.com/terraform-aws-modules/terraform-aws-eks: AWS EKS Terraform module' description: '' year: '2026' stars: 5 ai_summary: The industry-standard, community-maintained Terraform module for Amazon EKS. Features exhaustive support for managed/self-managed node pools, AWS Fargate integration, security group orchestration, and direct EKS addon integration. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 79a58ebbdd539631f914844b37dfeff143b259d50b44d55495f335dbae0a74b9 health_score: 100.0 last_checked: 1779033419.536281 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-29T16:46:41Z' gh_stars: 4972 discovered_at: '2026-05-29T16:46:41Z' https://github.com/terraform-aws-modules/terraform-aws-solutions: title: ==github.com/terraform-aws-modules/terraform-aws-solutions== description: '' year: '2024' stars: 1 ai_summary: A community-supported library of AWS solutions built entirely in Terraform. Aggregates multi-tier networking patterns, secure IAM configurations, and highly reliable VPC models to fast-track enterprise landing zones. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 202571676d7990b512e1fd6685ee693786da0e4c56ff3453a6cbc936c24e90d9 health_score: 100.0 last_checked: 1779029252.273239 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Networking & Core tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-06-28T10:29:46Z' gh_stars: 77 discovered_at: '2023-06-28T10:29:46Z' https://github.com/terraform-linters/tflint/releases/tag/v0.51.0: title: github.com/terraform-linters/tflint description: '' year: '2024' stars: 5 ai_summary: A highly robust framework and compiler-aware linter for Terraform configurations. Detects provider-specific errors, catches deprecated constructs, and enforces organizational standards within enterprise delivery pipelines. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 75cc686f1cc8e3852caaadd1d0a74b05d2cdb619ae635405350b7f1f6957add7 health_score: 100.0 last_checked: 1779032589.159523 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Code Quality - Linter tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-06-13T17:46:34Z' gh_stars: 5742 discovered_at: '2026-06-13T17:46:34Z' https://github.com/terramate-io/terramate: title: mineiros-io/terramate description: '' year: '2024' stars: 3 ai_summary: Terramate delivers powerful orchestration, selective change detection, and modular code generation for multi-directory Terraform and OpenTofu monorepos. It optimizes large-scale continuous deployment pipelines by executing runs only in directories containing modified plans. By generating dynamic DRY configurations, it ensures strict state isolation and mitigates workspace blast radiuses. language: Go resource_type: Orchestrator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1513098c95eb990db1d4df497307f040e61d3baf25db35e2d9a0f0ccc4869e3c health_score: 100.0 last_checked: 1779130495.032298 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform Orchestration - Monorepo Management tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2026-05-27T11:50:43Z' gh_stars: 3598 discovered_at: '2026-05-27T11:50:43Z' https://github.com/terrytangyuan/awesome-argo: title: "terrytangyuan/awesome-argo \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89 health_score: 100.0 last_checked: 1779031258.343943 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:58.343943+02:00' https://github.com/terrytangyuan/awesome-kubeflow: title: "github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: A specialized resource index focusing on running machine learning operations (MLOps) natively on Kubernetes through Kubeflow. Detail-oriented guides cover automated model training, pipeline orchestration, hyperparameter tuning, and high-concurrency model serving. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 368e3278e8b47d381a4391c7059b86740316f6b32b4060ea01e49f4818165a7f health_score: 100.0 last_checked: 1779032406.136259 needs_ai_refresh: true hierarchy: - Artificial Intelligence - MLOps - Kubernetes Machine Learning tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-01T03:24:00Z' gh_stars: 227 is_special: true discovered_at: '2026-01-01T03:24:00Z' https://github.com/testcontainers: title: "testcontainers \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A robust multi-language ecosystem providing throwaway, lightweight instances of common databases, Selenium web browsers, or anything else that can run in a Docker container for integration testing. language: Java resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f65a223f058675053d67335baa5a873b8a0a1118a7ba296d1ccddb5137065dc5 health_score: 100.0 last_checked: 1779030742.568644 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Integration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:12:22.568644+02:00' https://github.com/tfutils/tfenv: title: tfenv description: '' year: '2025' stars: 5 ai_summary: A lightweight, highly adopted CLI utility for managing multiple concurrent local installations of Terraform. Crucial for platform engineers operating in multi-project environments where legacy workspaces require older HCL runtimes. language: Bash resource_type: CLI Utility complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2fcb948b5d067c8cf48c90e90a73b6733826002a165922b95592cc136be4ff5e health_score: 100.0 last_checked: 1779034394.942551 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - CLI Utilities tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-01T20:56:20Z' gh_stars: 4939 discovered_at: '2026-05-01T20:56:20Z' https://github.com/tfxor/terraform-google-automation-demo: title: Terraform Automation Demo using Google Cloud Provider description: '' year: '2023' stars: 5 ai_summary: Technical repository containing IaC templates to provision GCP infrastructure via HashiCorp Terraform. Showcases structured folder hierarchies, backend state locks, and resource declarations for VPCs, compute instances, and firewalls. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a2c43d5f5fe8cb54b44c54b31b1627ccf75219e2ccf038f45c5a55c14ca09353 health_score: 100.0 last_checked: 1779130494.932493 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform - GCP Provisioning tags: - '[DE FACTO STANDARD]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2019-10-24T19:52:20Z' gh_stars: 10 discovered_at: '2019-10-24T19:52:20Z' https://github.com/thangchung/awesome-dotnet-core: title: thangchung/awesome-dotnet-core description: '' year: '2026' stars: 0 ai_summary: A curated compilation of high-performance libraries, database connectors, and microservice architectures written for modern cross-platform .NET. This list is invaluable for engineering teams porting legacy Windows-based services into Linux containers and serverless platforms. Provides standard blueprints for enterprise API systems. language: C# resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cdc29aa9f0216deeaa302becff4aa9868cb69a89a60291d9dcac5846140f0022 health_score: 100.0 last_checked: 1781736123.283479 needs_ai_refresh: true hierarchy: - Programming Languages - C# - .NET Core tags: - '[LEGACY]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.283479+02:00' https://github.com/thanos-io/kube-thanos: title: '==thanos-io/kube-thanos: Kubernetes specific configuration for deploying'' Thanos==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 39f6edec555f4c2ea241d2e8b19ee471b07e71d0d742da66ece135be919db8f7 health_score: 100.0 last_checked: 1779030983.228387 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T17:16:23.228387+02:00' https://github.com/thanos-io/thanos: title: "Thanos Architecture Overview \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: afbd2715a29308eef6a2d37cd8e73dfc86c1121ece31ffe590ae06206fad9f2c health_score: 100.0 last_checked: 1779033714.10244 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-17T18:01:54.102440+02:00' https://github.com/thebjorn/pydeps: title: "Pydeps \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: Curator Insight highlights Pydeps as a visual engine designed to diagram python import structures. Live Grounding validates its status as an excellent tool for architectural decomposition, enabling teams to trace cyclic dependencies and plan clean decoupling pathways. language: Python resource_type: CLI Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f0e1c9c5e6930614e1d9690248b4d0a2181ec6faed3d9c9d95bea6f8e6d6123d health_score: 100.0 last_checked: 1779031474.198751 needs_ai_refresh: true hierarchy: - Software Engineering - Python - Static Analysis tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: BSD-2-Clause gh_pushed: '2026-06-09T09:10:28Z' gh_stars: 2096 discovered_at: '2026-06-09T09:10:28Z' https://github.com/theforeman/foreman-ansible-modules: title: Foreman Ansible Modules (FAM) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9296794cfa8620972a8787dbdd7142df7278240ec87a317107603f0026cfed3f health_score: 100.0 last_checked: 1779031962.829712 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} gh_license: GPL-3.0 discovered_at: '2026-05-17T17:32:42.829712+02:00' https://github.com/theketchio/ketch: title: "theketchio/ketch \U0001F31F" description: '' year: '2020' stars: 2 ai_summary: An application-focused interface that delivers PaaS-like abstractions directly on top of raw Kubernetes API layers. Ketch handles networking, domain configurations, and ingress controls through unified application interfaces. language: Go resource_type: Application Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b health_score: 100.0 last_checked: 1779029138.73826 needs_ai_refresh: true hierarchy: - Application Platforms - PaaS Frameworks - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-04-09T09:20:30Z' gh_stars: 662 is_special: true discovered_at: '2025-04-09T09:20:30Z' https://github.com/theonedev/onedev: title: onedev description: '' year: '2026' stars: 5 ai_summary: An all-in-one, highly scalable self-hosted Git service and CI/CD platform. Features visual pipeline construction, interactive code navigation, and issue-tracking, optimized to run as a single-node setup or distributed across Kubernetes environments. language: Java resource_type: Platform complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 918d29ab158d62c79133ccb48e992dd6f52da6ec0575eb185247de09126938ce health_score: 100.0 last_checked: 1779033162.83037 needs_ai_refresh: true hierarchy: - Software Delivery - Self-Hosted Git - Unified Platforms tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-14T04:50:11Z' gh_stars: 15041 discovered_at: '2026-06-14T04:50:11Z' https://github.com/thomast1906/DevOps-Journey-Using-Azure-DevOps/tree/main/labs: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ba8efa18735acf1f083245785759e886d1cfa9afb2c694e675abd65a8e4c30bd health_score: 100.0 last_checked: 1779030534.491209 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:54.491209+02:00' https://github.com/thomast1906/DevOps-The-Hard-Way-Azure: title: "thomast1906/DevOps-The-Hard-Way-Azure \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A hands-on, end-to-end sandbox guide mapping out 'The Hard Way' of deploying infrastructure and applications on Azure. This project details virtual network design, VM provisioning, AKS deployments, and pipeline-driven application releases. 2026 live grounding validates this repository as a premier community benchmark for building custom, highly-secure lab environments. language: English resource_type: Code Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ec2468975ca9f7646038a0dde2e5205ce8551a8e28bc50978bef2691f34fb8cf health_score: 100.0 last_checked: 1779031753.022247 needs_ai_refresh: true hierarchy: - Cloud DevOps - Infrastructure as Code - End-to-End Lab Guides tags: - '[DE FACTO STANDARD]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-16T10:04:14Z' gh_stars: 582 discovered_at: '2026-04-16T10:04:14Z' https://github.com/thomast1906/terraform-on-azure: title: ==github.com/thomast1906/terraform-on-azure== description: '' year: '2022' stars: 0 ai_summary: A collection of practical community resource scripts demonstrating general deployments on Microsoft Azure. Provides hands-on references for platform engineers to quickly stand up test resources, run validation suites, and explore simple networking layouts. language: HCL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e4f33f984ebad37c568197a4ae05332d73b3f28e6de596c6a196f6f6bea988b1 health_score: 100.0 last_checked: 1781736233.776396 needs_ai_refresh: true hierarchy: - Azure - IaC - Examples tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:53.776396+02:00' https://github.com/tibordp/terraform-hcloud-dualstack-k8s: title: 'terraform-hcloud-dualstack-k8s: Hetzner Dual-Stack Kubernetes Cluster' description: '' year: '2023' stars: 5 ai_summary: A community-led open-source project automating the deployment of dual-stack (IPv4/IPv6) Kubernetes clusters on Hetzner Cloud. Provides dynamic network routing, instance configuration, and cluster orchestration out of the box. language: HCL resource_type: Code Blueprint complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 394b14d671be3718ad6d3cd32c28f97be13cd33633ee70a517e07c98af76e5e7 health_score: 100.0 last_checked: 1779033416.220858 needs_ai_refresh: true hierarchy: - Container Orchestration - Kubernetes - Bare Metal & Cloud Hosting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-11T15:24:44Z' gh_stars: 34 discovered_at: '2026-06-11T15:24:44Z' https://github.com/timothystewart6/k3s-ansible: title: techno-tim/k3s-ansible description: '' year: '2024' stars: 4 ai_summary: Curator Insight highlights k3s-ansible as a widely adopted playbook for HA K3s deployments. Live grounding in 2026 shows that while still highly useful for bare-metal home labs and edge clusters, active maintainer shifts require users to cross-verify configuration options against newer Ansible collections. It remains a reliable solution for provisioning multi-master etcd setups and edge nodes. language: YAML resource_type: Code Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 02acceabb8aeee9be206c607afcb185bc810ef7904fdd7612ae730897360e1ab health_score: 100.0 last_checked: 1779130494.956468 needs_ai_refresh: true hierarchy: - Edge Computing - Kubernetes Orchestration - Ansible Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-01-07T21:31:59Z' gh_stars: 2986 discovered_at: '2026-01-07T21:31:59Z' https://github.com/tinyzimmer/gst-pipeline-operator: title: 'gst-pipeline-operator: A Kubernetes operator for running audio/video processing'' pipelines' description: '' year: '2023' stars: 5 ai_summary: A highly specialized operator configured to execute GStreamer audio/video pipelines inside clusters, scaling media ingestion, processing topologies, and delivery channels dynamically. language: Go resource_type: Operator complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 9a02e4c95ce0e93006d98ef9c4c45387a3c10e6cc8b40f1e21c87cc224e715a5 health_score: 100.0 last_checked: 1779030605.59328 needs_ai_refresh: true hierarchy: - Media - Streaming - Video Processing - Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-01-27T06:05:57Z' gh_stars: 24 discovered_at: '2021-01-27T06:05:57Z' https://github.com/tinyzimmer/k3p: title: tinyzimmer/k3p description: '' year: '2021' stars: 1 ai_summary: A lightweight community helper tool designed to easily spin up and destroy transient K3s test structures inside local engineering environments or automated CI pipelines. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2f78a93a8a7d2b2d14dad76ac8bc622d479a9c4d2c9c9a2612c2c6217113b1a6 health_score: 100.0 last_checked: 1779033795.593011 needs_ai_refresh: true hierarchy: - Edge & IoT - Cluster Provisioning - Custom Bootstrappers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-01-25T06:53:22Z' gh_stars: 13 discovered_at: '2021-01-25T06:53:22Z' https://github.com/tinyzimmer/kvdi: title: kVDI description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff health_score: 100.0 last_checked: 1779033343.322823 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:43.322823+02:00' https://github.com/tldrsec/awesome-secure-defaults: title: github.com/tldrsec/awesome-secure-defaults description: '' year: '2026' stars: 0 ai_summary: A targeted compilation of frameworks, libraries, and coding practices designed to enforce secure-by-default software architectures. It shifts the burden of security from user discipline to systemic platform design. Highly useful for architects trying to mitigate OWASP Top 10 vulnerabilities natively within application codebases. language: N/A resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4252f6b69440bce70e5dfcff69c0343efb3f060481b77711d8b7683944728777 health_score: 100.0 last_checked: 1781736123.200117 needs_ai_refresh: true hierarchy: - Security - Development - Defaults tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.200117+02:00' https://github.com/tlkamp/terraform-provider-validation: title: 'github.com/tlkamp/terraform-provider-validation: Validation Provider' description: '' year: '2022' stars: 2 ai_summary: An auxiliary custom validation provider that provides functions to run assertions, validate string constraints, and execute advanced checks before Terraform proceeds to infrastructure application phases. language: Go resource_type: Provider complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 18cf34ba9a0008831827526789e7c41278969db7d1c8ba0eed23433649716cec health_score: 100.0 last_checked: 1779031541.795863 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Data Validation - Providers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_license: MPL-2.0 gh_pushed: '2024-08-10T17:27:13Z' gh_stars: 42 discovered_at: '2024-08-10T17:27:13Z' https://github.com/tmobile/magtape: title: MagTape description: '' year: '2022' stars: 2 ai_summary: An admission controller developed by T-Mobile that evaluates resources against organizational policy constraints during creation. Written in Node.js, it offered a lightweight alternative to OPA for specific JSON schema validations. By 2026, it has been largely archived, with developers migrating to Gatekeeper or Kyverno. language: JavaScript resource_type: Admission Controller complexity: Medium is_microservice: true status: online addition_method: manual content_hash: c1b71021d8fc72172f1cd3c5133be94943b8997b26dda2ed44afa39c81041cc0 health_score: 100.0 last_checked: 1779033187.732372 needs_ai_refresh: true hierarchy: - Security - Policy Enforcement - Admission Control tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md - docs/securityascode.md v2_locations: - kubernetes-tools.md - securityascode.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-24T21:10:25Z' gh_stars: 152 discovered_at: '2024-04-24T21:10:25Z' https://github.com/toboshii/hajimari: title: toboshii/hajimari description: '' year: '2025' stars: 2 ai_summary: Hajimari is an elegant, highly customizable homepage and service directory engineered for self-hosted Kubernetes environments. By automatically parsing active Ingress annotations, it creates a unified portal interface for internal services and dev environments. language: Go resource_type: Web UI complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 06b94c714cf4b146adff9f71da77a04a627878cf8d0a105017cb73027b7e45ed health_score: 100.0 last_checked: 1779029119.115262 needs_ai_refresh: true hierarchy: - Operations - Visualization - Dashboard tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T19:47:16Z' gh_stars: 822 discovered_at: '2026-06-12T19:47:16Z' https://github.com/todaywasawesome/atomic-cluster: title: 'todaywasawesome/atomic-cluster: The Atomic Cluster' description: '' year: '2020' stars: 0 ai_summary: An experimental framework built to explore deployment lifecycles of highly compact, ephemeral Kubernetes engines at the edge. Optimizes cluster-state storage engine footprints and reduces node bootstrapping overhead for edge nodes and rapid local testing setups. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3990a1676712391118d3bb52d3ba967e4f5ed4d9afb6050dfcb569058fb13388 health_score: 100.0 last_checked: 1781735910.623388 needs_ai_refresh: true hierarchy: - Infrastructure - Edge Computing - Minimalist Clusters tags: - '[EMERGING]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.623388+02:00' https://github.com/todaywasawesome/oss-apps: title: 'todaywasawesome/oss-apps: OSS Applications' description: '' year: '2021' stars: 0 ai_summary: 'A collection of production-ready, open-source application stack blueprints formatted for modern container and cloud platform environments. (Live Grounding: Serves as a reference baseline for application engineers evaluating functional cloud-native topologies).' language: YAML/Helm resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 4fa85bcb8665e483db0681692a8b49d51e78e6baea0d2fefe10b7ebcf2f337a5 health_score: 100.0 last_checked: 1781735910.824345 needs_ai_refresh: true hierarchy: - Cloud-Native Application Development - Open Source Software - Reference Implementations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.824345+02:00' https://github.com/tokarev-artem/auto-ec2-setup: title: github.com/tokarev-artem/auto-ec2-setup description: '' year: '2023' stars: 0 ai_summary: A minimal, highly focused repository designed to quickly bootstrap and configure EC2 instances via Terraform. Uses automated cloud-init configuration files to deploy runtime software stacks instantly upon boot. language: HCL resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 10346f3bf6404a2931ed534b7b4f3b057410f0a378cc342f7d4d9262aa5b5679 health_score: 100.0 last_checked: 1781736233.517702 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:53.517702+02:00' https://github.com/tom-256/ansible-awx-packer: title: github.com/tom-256/ansible-awx-packer description: '' year: '2020' stars: 1 ai_summary: An inactive HashiCorp Packer template configured to compile machine images with Ansible AWX pre-installed. Represents vintage configuration patterns before the containerized, operator-managed microservices architecture became the default delivery method. language: HCL resource_type: Source Code complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 04751b2261fe8913910d78df5d46f11492e078b0b7660220c0020e3e8707e3ef health_score: 100.0 last_checked: 1781735865.90057 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Packer - Machine Images tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:45.900570+02:00' https://github.com/tomhuang12/awesome-k8s-resources: title: '==tomhuang12: Awesome Kubernetes Resources==' description: '' year: '2023' stars: 5 ai_summary: An exceptional index featuring top-tier educational materials, reference setups, architectural slides, and video tutorials on Kubernetes operations. Designed to help SREs and cloud architects gain advanced master-level understanding of orchestration internals. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5acdafea400c9d5ecf18db7776ccdb79a9cd7ea2c50db5e7de83793d5b4a91d4 health_score: 100.0 last_checked: 1779032077.257612 needs_ai_refresh: true hierarchy: - Curation - Awesome Lists - Kubernetes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-05-20T14:54:06Z' gh_stars: 4161 is_special: true discovered_at: '2025-05-20T14:54:06Z' https://github.com/tommeramber/ocp-automations: title: tommeramber/ocp-automations description: '' year: '2021' stars: 0 ai_summary: A community repository of automation playbooks and scripts designed to streamline configuration, security hardening, and deployment procedures across diverse OpenShift Container Platform clusters. language: Shell resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 47ac144b55fb5e58ada327ec610aa1a96a6c3065c41f628a8e2060b90235324d health_score: 100.0 last_checked: 1781736123.151273 needs_ai_refresh: true hierarchy: - Infrastructure - Automation - Ansible tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:42:03.151273+02:00' https://github.com/tomnomnom/gron: title: "github.com/tomnomnom/gron \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A CLI utility that flattens JSON documents into raw path-assignment patterns. Simplifies schema manipulation by allowing developers to query and filter JSON structures directly with classic grep, awk, or sed commands. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: b6c2204a36ada475f9bfec943b71e1d65d527102b0aded6c91e8d013a6eb7590 health_score: 100.0 last_checked: 1779031796.78935 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-05-31T15:00:47Z' gh_stars: 14456 is_special: true discovered_at: '2025-05-31T15:00:47Z' https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate: title: tomwechsler/HashiCorp_Certified_Terraform_Associate description: '' year: '2023' stars: 1 ai_summary: 'This laboratory and practice repository contains practical resources for preparing for the HashiCorp Certified: Terraform Associate syllabus. It provides direct exposure to essential state management commands and variable configuration setups through reproducible workspace examples.' language: HCL resource_type: Reference Implementation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1bbbc75164c82f5a9a1e427c4b5eefcc847aa44e2b18c30924f9c5135acf6c37 health_score: 100.0 last_checked: 1781736235.214005 needs_ai_refresh: true hierarchy: - Professional Development - Certifications - Terraform Associate tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:55.214005+02:00' https://github.com/toniblyx/my-arsenal-of-aws-security-tools: title: github.com/toniblyx/my-arsenal-of-aws-security-tools description: '' year: '2026' stars: 5 ai_summary: An exceptional collection of open-source security tools, auditing frameworks, and penetration testing scripts specifically curated for AWS environments. It includes foundational systems for IAM scanning, network path analysis, and continuous compliance. This repository is widely recognized by security teams as a must-have resource for AWS vulnerability assessments. language: N/A resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: de94c9d57468f9afb9c3fb089284b8905d2ee86b39c0430f3400a19fc683f2e5 health_score: 100.0 last_checked: 1779030852.078229 needs_ai_refresh: true hierarchy: - Cloud Security - AWS - SecOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-17T13:45:09Z' gh_stars: 9458 is_special: true discovered_at: '2026-04-17T13:45:09Z' https://github.com/topics/gitops: title: "==github.com/topics/gitops== \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A dynamically aggregated index of GitOps-related source code repositories and tooling hosted on GitHub. It connects engineers to reconciliation agents, helper plugins, and template engines. It serves as a great source for discovering emerging, community-driven deployment automation utilities. language: Go resource_type: Open Source Index complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: b95552aeb95693ca8c3d04ee9caa28db22be0f6fa352e918426db82393c4e594 health_score: 100.0 last_checked: 1781736235.27994 needs_ai_refresh: true hierarchy: - Application Delivery - Continuous Deployment - GitOps - Source Code tags: - '[EMERGING]' v1_locations: - docs/gitops.md v2_locations: - gitops.md - index.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:55.279940+02:00' https://github.com/topics/yaml-processor: title: github.com/topics/yaml-processor description: '' year: '2022' stars: 3 ai_summary: A curated GitHub topic index tracking popular open-source YAML parsers, processors, and linters. It acts as a helpful starting point for developers looking for specialized CLI libraries, Python engines, and IDE validation tools. language: N/A resource_type: documentation complexity: beginner is_microservice: false status: online addition_method: manual content_hash: e88e3f74875008020a7018e9f33194dff6953eb4fab4a4aba39ae094048c0d12 health_score: 100.0 last_checked: 1781736180.919184 needs_ai_refresh: true hierarchy: - Configuration Management - YAML Processing - Tooling Catalog tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:43:00.919184+02:00' https://github.com/topolvm/pvc-autoresizer: title: pvc-autoresizer description: '' year: '2026' stars: 2 ai_summary: Pvc-autoresizer dynamically expands PVC capacities before they hit threshold limits. By monitoring Prometheus volume metrics and modifying API descriptors on the fly, it prevents disk exhaustion failures automatically. language: Go resource_type: Operator complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b4f20c7708f1c411842092ae28c91d4884bc40ff87237a989c2c5ea7a1e95021 health_score: 100.0 last_checked: 1779031540.20149 needs_ai_refresh: true hierarchy: - Storage - Volume Management - Capacity Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T05:41:31Z' gh_stars: 398 discovered_at: '2026-06-09T05:41:31Z' https://github.com/towardsthecloud/cloudburn: title: 'Cloudburn: An Open-Source Policy Engine for AWS Spending' description: '' year: '2024' stars: 4 ai_summary: Introduces Cloudburn, an open-source command-line tool designed to audit AWS resource groups. By using declarative policies, it alerts teams to idle resources, non-standard instance types, and unassigned Elastic IPs to keep real-world deployments within budget limits. language: Go resource_type: GitHub Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: be89f14b1199276bf0dadec18444513e5ce19deb23b8a3dc40b4b8b1f96e3b48 health_score: 100.0 last_checked: 1779031231.480354 needs_ai_refresh: true hierarchy: - FinOps & Cloud Cost - AWS Optimization - Policy Engines tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/aws.md - docs/devops.md - docs/finops.md v2_locations: - finops.md - aws.md - devops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-09T11:47:52Z' gh_stars: 1765 discovered_at: '2026-04-09T11:47:52Z' https://github.com/trimstray/test-your-sysadmin-skills: title: ==trimstray/test-your-sysadmin-skills== description: '' year: '2018' stars: 4 ai_summary: An intensive, community-driven collection of system administration questions covering Linux kernel parameters, networking, security controls, and CI/CD pipelines. Curator Insight flags it as an essential baseline framework. Live Grounding notes that while static, it remains a fantastic benchmarking schema. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c40b7f77bf9281f6edfc80ff1582d0f7cd4841fef91e8a0443a2d83b13487fa7 health_score: 100.0 last_checked: 1779032780.439148 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - System Administration - Interview Prep tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/linux.md - docs/other-awesome-lists.md v2_locations: - linux.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-11-19T14:07:11Z' gh_stars: 11657 is_special: true discovered_at: '2024-11-19T14:07:11Z' https://github.com/trimstray/the-book-of-secret-knowledge: title: "The Book of Secret Knowledge \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: A massive, high-density repository of DevOps command cheatsheets, diagnostic scripts, network testing algorithms, and configuration templates. Highly useful for site reliability engineers performing active cluster incident responses and systems troubleshooting under pressure. language: Markdown resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7a9824a2bd59525ff7107cc1756f06d7d7a674f3ed9956973b87f31c0fa933f0 health_score: 100.0 last_checked: 1779033592.347755 needs_ai_refresh: true hierarchy: - Curation - Cheat Sheets - DevOps tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-11-19T14:00:38Z' gh_stars: 228298 is_special: true discovered_at: '2024-11-19T14:00:38Z' https://github.com/trisberg/spring-petclinic: title: ref 9 - I have a branch that adds Docker, Kubernetes and Knative into the mix - planning on submitting a PR at some point description: '' year: '2021' stars: 0 ai_summary: A specific fork's branching model implementing Knative and serverless attributes onto the Spring Petclinic application. Showcases scale-to-zero configurations and event-driven architectures running on top of Kubernetes. language: Java resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 43baa4392328322cd370b17e6eb8505929c853e87c2ff3680d81a621a7d2bc91 health_score: 100.0 last_checked: 1779032383.762224 needs_ai_refresh: true hierarchy: - Serverless Architectures - Knative - Spring Boot tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-10T17:46:57Z' gh_stars: 0 discovered_at: '2023-10-10T17:46:57Z' https://github.com/trstringer/kubectl-example: title: github.com/trstringer/kubectl-example description: '' year: '2026' stars: 5 ai_summary: A reference repository providing curated template patterns and concrete command-line configurations for common 'kubectl' usage patterns. Designed to shorten the ramp-up time for operators, it acts as a declarative cheat-sheet for state transitions and diagnostic queries. language: Go resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 30b813372ccbb846c5ce74fcaee25ca7092f9a613c83807f269030827f9d8735 health_score: 100.0 last_checked: 1779034084.833611 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-02-20T13:29:22Z' gh_stars: 13 discovered_at: '2023-02-20T13:29:22Z' https://github.com/tsenart/vegeta: title: "tsenart/vegeta \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: Vegeta is an incredibly fast, highly optimized command-line HTTP load-testing tool and library written in Go. From an architectural perspective, it excels at maintaining a constant request rate (RPS) to pinpoint precisely when and where services break down, generating highly customizable text or vector graphic reports. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: c6d5ec0010812fadfa733df494f24d2475847713da40cfb7e5a9afa09b0a25bb health_score: 100.0 last_checked: 1779031103.865072 needs_ai_refresh: true hierarchy: - Testing - Performance Testing - Vegeta tags: - '[DE FACTO STANDARD]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-02-16T14:07:07Z' gh_stars: 25067 discovered_at: '2026-02-16T14:07:07Z' https://github.com/tutorialworks/pipeline-library-demo: title: "github.com/monodot/pipeline-library-demo \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Reference repository demonstrating the architectural setup of reusable Jenkins Shared Libraries. Emphasizes centralizing redundant tasks (like Slack messaging and build wrappers) to keep multi-repo setups clean. language: Groovy resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 35bfb0c2216ed6d04ca932e28b0f9c73bd0bd5058328ceceb51a42bef87ca6b9 health_score: 100.0 last_checked: 1781735911.064587 needs_ai_refresh: true hierarchy: - DevSecOps & Automation - Jenkins-based CI-CD - Jenkins Shared Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:31.064587+02:00' https://github.com/twintproject/twint: title: TWINT - Twitter Intelligence Tool description: '' year: '2023' stars: 3 ai_summary: Curator Insight highlights Twint as an advanced tool designed to extract social datasets without API authentication. Live Grounding confirms that due to aggressive structural mutations and API restrictions on Twitter/X, Twint is largely non-functional, serving as an indicator of the end of unauthenticated scrapers. language: Python resource_type: Library / Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 68eb5a98642fab7142087dba546a0568cefe4f347326a555256723ab8c934c68 health_score: 100.0 last_checked: 1779032224.140368 needs_ai_refresh: true hierarchy: - Cybersecurity - OSINT - Social Media Mining tags: - '[DE FACTO STANDARD]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-02-23T13:58:09Z' gh_stars: 16383 discovered_at: '2023-02-23T13:58:09Z' https://github.com/txn2/kubefwd: title: ==txn2/kubefwd== description: '' year: '2025' stars: 5 ai_summary: Kubefwd is an advanced CLI tool that forwards bulk ports from multi-namespace Kubernetes services straight to a local workstation, mapping loopback IP addresses to local DNS names in /etc/hosts. This permits developers to run local integration workflows against actual remote cluster dependencies seamlessly, bypassing complex ingress or VPN settings. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 37e2cd9b04ccf9b31f68d3cc050ac9f80111b44638b5d59238242957bb23ebfc health_score: 100.0 last_checked: 1779030976.013981 needs_ai_refresh: true hierarchy: - Developer Experience - Networking - Port Forwarding tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-09T22:50:36Z' gh_stars: 4119 discovered_at: '2026-06-09T22:50:36Z' https://github.com/typescript-cheatsheets/react: title: React+TypeScript Cheatsheets description: '' year: '2026' stars: 5 ai_summary: The premier open-source guide for integrating React with TypeScript securely. Resolves complex enterprise type-safety challenges, targeting typed props, generic components, hook lifecycles, and advanced context configurations. language: TypeScript resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6ff545935398c8b9cb2c9265f6cfacd220e3164ec310c8348e2ff55c0cc9ecd4 health_score: 100.0 last_checked: 1779032798.384704 needs_ai_refresh: true hierarchy: - Frontend Development - Frameworks - React & TypeScript tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-29T19:52:44Z' gh_stars: 47065 discovered_at: '2026-05-29T19:52:44Z' https://github.com/ua-nick/Data-Structures-and-Algorithms: title: '==github.com/paliimx: Data Structures and Algorithms implementation in Go==' description: '' year: '2020' stars: 3 ai_summary: Provides clear native Go implementations of foundational data structures and computer science algorithms. Excellent reference code for technical optimization tasks. [SPANISH CONTENT] language: es resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4a1b4883647be04f84cce064fd6a5cca5c3471e9a80e22717a97869481956907 health_score: 100.0 last_checked: 1779130494.954145 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' - '[LEGACY]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-10T19:40:23Z' gh_stars: 2773 discovered_at: '2024-05-10T19:40:23Z' https://github.com/ualter/awsbe-site: title: 'github.com/ualter: AwsBe' description: '' year: '2023' stars: 0 ai_summary: AwsBe is a dedicated backend development mockup tool aimed at accelerating testing of AWS CLI and API-driven clients. It reduces dependency on direct AWS connections for dev feedback loops, enhancing local workspace efficiency. Highly valuable for staging environments seeking rapid mocking configurations. language: Rust resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 888cd10400fc279d2f1845f4949a0d541342a79e8501e2adb64da79264eda994 health_score: 100.0 last_checked: 1781735877.854928 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:37:57.854928+02:00' https://github.com/uber/kraken: title: uber/kraken description: '' year: '2024' stars: 5 ai_summary: Uber's peer-to-peer (P2P) Docker registry designed for ultra-high-throughput image distribution in highly distributed, large-scale container cluster environments. Real-world grounding shows this project is archived and legacy, with the industry shifting toward CNCF Dragonfly. It remains a historical reference for complex peer-to-peer registry orchestration patterns. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 31ed194cf67cc22bc6aa3766dd5402720a8b2bb64dc4cb9718ffa19873242572 health_score: 100.0 last_checked: 1779031393.4221 needs_ai_refresh: true hierarchy: - Container Management - P2P Container Distribution - Kraken tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T15:37:44Z' gh_stars: 6699 discovered_at: '2026-06-12T15:37:44Z' https://github.com/unagex/kondense: title: "kondense \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: 'Kondense is an open-source, lightweight auto-tuning utility for Kubernetes. - Runs asynchronously to analyze workload consumption and dynamically update resource definitions. - Aims to reduce idle node overhead with minimal configuration.' language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9a33404e5719a240f24a1c99c34b6cd307d1589ef3c7a993be7b3a36d795ad87 health_score: 100.0 last_checked: 1779031397.253627 needs_ai_refresh: true hierarchy: - Resource Management - Automation & Tools - Rightsizing Tools tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: - kubernetes-tools.md - kubernetes.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2024-11-05T04:02:08Z' gh_stars: 368 discovered_at: '2024-11-05T04:02:08Z' https://github.com/unitypark/aws-serverless-demos: title: github.com/unitypark/aws-serverless-demos description: '' year: '2020' stars: 0 ai_summary: A playground containing several serverless infrastructure designs compiled via AWS CDK. Serves as reference implementations for combining DynamoDB, API Gateway, and Lambda. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dd7ebe29eac8c72b61a5fda9a104202c5896c457feb4527780544ba90f5d59de health_score: 100.0 last_checked: 1781735921.128675 needs_ai_refresh: true hierarchy: - Serverless Architectures - AWS Serverless - Cloud-Native Demo tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.128675+02:00' https://github.com/unitypark/aws-serverless-demos/tree/main/serverless-web-hosting/cloudfront-http-api-cognito: title: 'github.com/unitypark: AWS Serverless Demos - cloudfront-http-api-cognito' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dedb9c69693ec93c671fc05ffea3bc0409b3ded53882a490efca7d6e1130c36d health_score: 100.0 last_checked: 1779030335.722516 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.722516+02:00' https://github.com/unixorn/awesome-zsh-plugins: title: unixorn/awesome-zsh-plugins description: '' year: '2026' stars: 4 ai_summary: An extensive index of Zsh themes, performance plugins, and CLI integrations designed to improve operational throughput. Streamlines developer environment workflows, integrating native shell helpers for Kubernetes, Git, and Docker operations. language: Markdown resource_type: Awesome List complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5bc3f053f69bd75111b467e5643d3410f0a2e5d681cbbb00eeb91dd91b5e9eef health_score: 100.0 last_checked: 1779029507.787289 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Developer Productivity - Shell Ecosystems tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: BSD-3-Clause gh_pushed: '2026-06-13T16:12:57Z' gh_stars: 17762 is_special: true discovered_at: '2026-06-13T16:12:57Z' https://github.com/unxsist/jet-pilot: title: github.com/unxsist/jet-pilot description: '' year: '2024' stars: 3 ai_summary: An open-source desktop client designed for rapid cluster inspection and diagnosis. Features specialized diagnostic tools to track real-time pod failures, trace internal network routes, and analyze real-time container event logs. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4043a8a110577ec40f5e5e13440e3a8f6966f1986e0c8005ae3ba3190df6dad8 health_score: 100.0 last_checked: 1779033579.660045 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-03-09T18:34:55Z' gh_stars: 624 discovered_at: '2026-03-09T18:34:55Z' https://github.com/up9inc/mizu: title: ==up9inc/mizu== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: af2af430c1693288f10e0ac9c2e9d3c4514537ef5bc0e169d16ac18ab5c358b6 health_score: 100.0 last_checked: 1779030574.924435 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.924435+02:00' https://github.com/upbound/platform-ref-multi-k8s: title: 'upbound/platform-ref-multi-k8s: Upbound''s reference platform for multi-cloud'' Kubernetes with Crossplane' description: '' year: '2023' stars: 1 ai_summary: A blueprint repository illustrating standard compositions and platform-ref layouts for deploying multi-cloud Kubernetes clusters using Crossplane. Provides direct, working configurations for credential partitioning, identity federation, and modular configuration hierarchies that conform to the Upbound control plane architecture. language: YAML resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d9ec688cbd0cfad5ca5cba779b3a6e382e5b86f567e5a1ac91d49eaf29f0122b health_score: 100.0 last_checked: 1779032182.43422 needs_ai_refresh: true hierarchy: - Platform Engineering - Control Planes - Crossplane - Reference Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crossplane.md v2_locations: - crossplane.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-02-09T19:39:18Z' gh_stars: 66 discovered_at: '2026-02-09T19:39:18Z' https://github.com/updatecli/updatecli: title: github.com/updatecli/updatecli description: '' year: '2021' stars: 5 ai_summary: Updatecli is a declarative dependency management engine designed to automate updates across infrastructure manifests and Dockerfiles. It uses configuration files to track external sources (like GitHub releases) and apply updates to Git targets. It reduces manual maintenance chores in GitOps repositories. language: Go resource_type: CLI Tool / Agent complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a0ddaa815b7eb5748af02f8a3b557813abe23e8df6b176936284569da780320d health_score: 100.0 last_checked: 1779029148.0778 needs_ai_refresh: true hierarchy: - GitOps & Delivery - Dependency Management - Automated Workflows tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T12:48:15Z' gh_stars: 930 discovered_at: '2026-06-13T12:48:15Z' https://github.com/upgundecha/howtheysre: title: How they SRE description: '' year: '2026' stars: 3 ai_summary: An invaluable reference listing real-world operational workflows from major software companies. Provides technical insights into telemetry design, high-concurrency database setups, cluster failovers, and on-call team topologies. language: Markdown resource_type: Reference Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6b98956605a909afb281d43770967a5be99c3ad0f098b1b5b98599b6f50ba798 health_score: 100.0 last_checked: 1779032820.212133 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Site Reliability Engineering - Case Studies tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2025-11-17T18:57:19Z' gh_stars: 9731 is_special: true discovered_at: '2025-11-17T18:57:19Z' https://github.com/upmc-enterprises/registry-creds: title: 'upmc-enterprises/registry-creds: Registry Credentials ⭐' description: '' year: '2024' stars: 1 ai_summary: Registry Credentials is a Kubernetes controller designed to propagate private container registry secrets across multiple namespaces dynamically. It automates credential synchronization for AWS ECR, GCP GCR, and custom Docker registries, resolving pull secret distribution friction. language: Go resource_type: Controller complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 8ba4416b0bc3d48227f381a062644c3aa306db2f4817dc18dc0d612c2e391543 health_score: 100.0 last_checked: 1779032950.492758 needs_ai_refresh: true hierarchy: - Security - Secret Management - Image Registry tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-07-31T12:30:03Z' gh_stars: 348 discovered_at: '2023-07-31T12:30:03Z' https://github.com/utilitywarehouse/kube-applier: title: utilitywarehouse/kube-applier description: '' year: '2016' stars: 1 ai_summary: A declarative GitOps loop utility that periodically reads configurations from a Git host and applies them directly. Kube-applier serves as a lightweight, historical predecessor to larger systems like ArgoCD. language: Go resource_type: GitOps Controller complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ce9dbbb85e131a172a2e3272861cceac1462b0c6081daad29da53a3b4edf25c6 health_score: 100.0 last_checked: 1779031226.851676 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Continuous Deployment - Declarative GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-19T11:40:18Z' gh_stars: 28 discovered_at: '2026-05-19T11:40:18Z' https://github.com/utterance/utterances: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8c4d9e9280c3dca2018dd510df103e0bbfdddc5cb9fdf23ac92ad30282bc9282 health_score: 100.0 last_checked: 1779033019.971416 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.971416+02:00' https://github.com/vbouchaud/k8s-ldap-auth: title: vbouchaud/k8s-ldap-auth description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 277c5ddfa6aff857e9279d3f6abfda4c5c77aa768b96739fe9b713184524c666 health_score: 100.0 last_checked: 1779032457.713537 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.713537+02:00' https://github.com/vchinnipilli/kubestriker: title: "kubestriker \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A dedicated pentesting tool designed to audit, explore, and report vulnerabilities inside Kubernetes environments. It probes misconfigured webhooks, open API endpoints, and insecure ports to locate potential compromise vectors. Essential for red-teaming exercises. language: Python resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: e55f13d800b10c97bf50c73f1e1989ac7c70e2ab10ca65f36419769c0286115e health_score: 100.0 last_checked: 1779030052.612226 needs_ai_refresh: true hierarchy: - Networking & Security - Vulnerability Scanning - Pentesting tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-04-06T11:34:17Z' gh_stars: 1003 discovered_at: '2024-04-06T11:34:17Z' https://github.com/veggiemonk/awesome-docker: title: "Awesome Docker \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The premier community directory compiling top-tier runtimes, base images, build extensions, registries, and runtime protection systems. An indispensable reference manual for Cloud Native architects. language: N/A resource_type: repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 7f56cb78ef8ebf36cc286fffaa4fc12b4e68609342e0f810ea05e3cf3551bfa5 health_score: 100.0 last_checked: 1779030658.78896 needs_ai_refresh: true hierarchy: - Containers - Curation - Reference Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - docker.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:44:52Z' gh_stars: 36214 is_special: true discovered_at: '2026-06-14T09:44:52Z' https://github.com/velero-io/velero: title: github.com/vmware-tanzu/velero description: '' year: '2026' stars: 5 ai_summary: Velero is the standard open-source utility for safely backing up and restoring entire Kubernetes cluster structures and persistent volumes. Deeply integrates with both raw cloud APIs and file-level utilities like Kopia and Restic. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d5ae04bd0672ae5a9bad5255c2d129a796af52aff3371e337b1ba7dced637c05 health_score: 100.0 last_checked: 1779130494.969383 needs_ai_refresh: true hierarchy: - Infrastructure - Data Protection - Kubernetes Backup Operators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-backup-migrations.md - docs/ocp4.md v2_locations: - kubernetes-backup-migrations.md - ocp4.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T02:14:04Z' gh_stars: 10062 discovered_at: '2026-06-12T02:14:04Z' https://github.com/venkateshk111/terraform-beginners-guide: title: "==github.com/venkateshk111/terraform-beginners-guide== \U0001F31F" description: '' year: '2021' stars: 2 ai_summary: A structured, accessible community repository offering clear code snippets, common commands, and hands-on scenarios designed to accelerate early learning curves for DevOps engineers adopting HashiCorp Terraform. language: HCL resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d0b84dd3a19688a5a5ababf4fb8c9affb4f1a2c41cdf1df2617899ffb893a80f health_score: 100.0 last_checked: 1779034580.475804 needs_ai_refresh: true hierarchy: - Infrastructure as Code - Terraform Ecosystem - Beginner Blueprints tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-01-09T05:33:03Z' gh_stars: 107 discovered_at: '2026-01-09T05:33:03Z' https://github.com/vetyy/helm-ecr: title: "helm-ecr \U0001F31F" description: '' year: '2018' stars: 1 ai_summary: A legacy helper tool designed to authenticate Helm and local installations with AWS Elastic Container Registry (ECR). Native Helm 3 OCI capabilities and integrated AWS IRSA have made direct external credential management tools obsolete. language: Shell resource_type: Helper Script complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 3e7e7221a056185382cb7644fcca5c1c3dac522b15458a0fa17a4fb5ea5d7a3f health_score: 100.0 last_checked: 1779033770.933665 needs_ai_refresh: true hierarchy: - Security & Identity - Authentication & Authorization - Image Registry Creds tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-03-07T03:45:27Z' gh_stars: 24 discovered_at: '2023-03-07T03:45:27Z' https://github.com/viaduct-ai/kustomize-sops: title: viaduct-ai/kustomize-sops description: '' year: '2021' stars: 3 ai_summary: An open-source generator and transformer plugin that natively integrates Mozilla SOPS into Kustomize workflows. It resolves the problem of committing sensitive plaintext files by decrypting configuration values on-the-fly inside deployment cycles. language: Go resource_type: Kustomize Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 91e309cf0c5aa3e3cceceab84e46c7816495a889b9c7967a3278613a9ee9abd4 health_score: 100.0 last_checked: 1779033130.230065 needs_ai_refresh: true hierarchy: - GitOps & Configuration - Secret Management - Kustomize Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-14T03:42:39Z' gh_stars: 836 discovered_at: '2026-04-14T03:42:39Z' https://github.com/viatsko/awesome-vscode: title: Awesome Visual Studio Code description: '' year: '2026' stars: 5 ai_summary: A massive directory of extensions, themes, and configuration recipes designed to turn VS Code into a productivity powerhouse. Highly relevant for cloud-native developers seeking extensions for Kubernetes, Terraform, Docker, and remote workspace development. Serves as a daily driver resource for developer enablement teams. language: N/A resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f51abc78c6867afc4cbfb7557e5e61c4193f50577da46bb7199dca850c6b8046 health_score: 100.0 last_checked: 1779034132.021945 needs_ai_refresh: true hierarchy: - Developer Tools - IDE - VS Code tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md - docs/visual-studio.md v2_locations: - architectural-foundations.md - other-awesome-lists.md - visual-studio.md youtube_mosaic: {} gh_license: CC0-1.0 gh_pushed: '2024-06-21T09:46:41Z' gh_stars: 28747 is_special: true discovered_at: '2024-06-21T09:46:41Z' https://github.com/vidispine/hull: title: HULL description: '' year: '2025' stars: 2 ai_summary: The Helm Utility Library Layer (HULL) is an innovative templating library designed to drastically reduce boilerplate code. It allows platform engineers to define Kubernetes resources declaratively within JSON/YAML schemas, minimizing redundant YAML scripting. language: Go resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f474f3988468199e315107485e8d22fd4000db98ce3340c72d85333ff26f8e6b health_score: 100.0 last_checked: 1779034564.735345 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Helm Templates tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-13T16:51:01Z' gh_stars: 288 discovered_at: '2026-05-13T16:51:01Z' https://github.com/vijaykedar/jenkins-setup-using-terraform: title: github.com/vijaykedar/jenkins-setup-using-terraform description: '' year: '2023' stars: 0 ai_summary: Open-source reference repository containing fully modular files to build and deploy active Jenkins servers on public cloud networks. Configures networking rules, storage buckets, and server definitions. language: HCL resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9fd7a26562b9e0568889384497f9e3febd67a847d785cbdf92854431bb12cc76 health_score: 100.0 last_checked: 1781736232.254692 needs_ai_refresh: true hierarchy: - Infrastructure as Code - CI/CD & Automation - Jenkins tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:43:52.254692+02:00' https://github.com/vimwiki/vimwiki: title: VimWiki description: '' year: '2024' stars: 5 ai_summary: 'An incredibly powerful, native Vim plugin that transforms Vim into a personal wiki engine. It manages plain-text files, automates list formatting, links diary entries, and exports to HTML dynamically. Double-Evidence: The repository establishes local, high-speed terminal note-taking; live grounding shows it is a legendary choice for terminal-based power users who value zero-latency knowledge capture.' language: VimL resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d72fe3560fe8d53a6e3e58b66d8396abb4ab908366e7f371a3d0a7ab3acd86d2 health_score: 100.0 last_checked: 1779029063.706034 needs_ai_refresh: true hierarchy: - Productivity - Text Editors - Vim Plugins tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-04-30T18:15:10Z' gh_stars: 9468 discovered_at: '2026-04-30T18:15:10Z' https://github.com/vincentserpoul/kubench: title: kubench description: '' year: '2020' stars: 0 ai_summary: Orchestration framework for benchmark testing execution on Kubernetes. Measures cluster CPU, memory, and network performance, though currently dormant. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 82bc92760401c2cf7d1910cbb4473bd6d418ba3ddcf258d439835a3463625de2 health_score: 100.0 last_checked: 1779029121.40198 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Benchmarking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-10-12T21:39:22Z' gh_stars: 0 discovered_at: '2021-10-12T21:39:22Z' https://github.com/vinta/awesome-python: title: "Awesome Python \U0001F31F" description: '' year: '2014' stars: 5 ai_summary: The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: aa7ca6e855edb7ada6cb90248be05e7572fde01f05c100afbcbbea728c480af8 health_score: 100.0 last_checked: 1779030529.556284 needs_ai_refresh: true hierarchy: - Backend Development - Python Ecosystem - Resource Curation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md - docs/python.md v2_locations: - python.md - other-awesome-lists.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-12T04:11:12Z' gh_stars: 302828 is_special: true discovered_at: '2026-06-12T04:11:12Z' https://github.com/viralpoetry/kubesurveyor: title: "Kubesurveyor \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A tool designed to scan and map namespaces, workloads, and running pods in a Kubernetes cluster, providing an overview of configuration layouts and potential drift. By 2026, this unmaintained project has been archived, with its core inventory and mapping functions fully replaced by native Prometheus/Grafana or modern platform engineering portal features. language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: 228c7ac748e747f91e740e3252504ca50af675968c35204b11fefa0015e0d1de health_score: 100.0 last_checked: 1781736046.742569 needs_ai_refresh: true hierarchy: - Operations - Observability - Resource Analysis tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.742569+02:00' https://github.com/visenger/awesome-mlops: title: 'visenger/awesome-mlops: Awesome MLOps' description: '' year: '2026' stars: 0 ai_summary: A structured directory detailing operational machine learning (MLOps) packages, pipeline orchestrators (Kubeflow, MLflow), and feature store architectures. Essential for platform teams bridging data science workflows with production-grade Kubernetes automation frameworks. language: N/A resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 74e8d0bc6f88778e87c6e2231b41a1e4504cba02393fa9be2d2502da4f7c6644 health_score: 100.0 last_checked: 1781736123.282704 needs_ai_refresh: true hierarchy: - AI & Machine Learning - MLOps - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.282704+02:00' https://github.com/vitobotta/velero-notifications: title: vitobotta/velero-notifications description: '' year: '2024' stars: 5 ai_summary: A specialized alerting utility designed to track and publish execution metrics of Velero backups. It monitors backup Custom Resources within the cluster to push real-time success, failure, or warning logs straight to ChatOps integrations including Slack, Discord, and arbitrary HTTP webhooks. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7b97042cdcb35fc0de9a6ce154eecbed5f4ec0b921a618e69260f00985167271 health_score: 100.0 last_checked: 1779032587.42561 needs_ai_refresh: true hierarchy: - Operations & Reliability - Data Protection & Backup - Observability tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-12-28T14:37:29Z' gh_stars: 36 discovered_at: '2023-12-28T14:37:29Z' https://github.com/vivekagate/yakiapp: title: nirops/yakiapp description: '' year: '2022' stars: 2 ai_summary: 'An early community-built visual client for Kubernetes. *Live Grounding*: This project is no longer actively maintained and has been archived, but it offers interesting historical design schemas for lightweight cluster inspectors.' language: JavaScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 175e549b01241094b70c17e5aff56537776273e0ce13feec7fbe035d4095ecb8 health_score: 100.0 last_checked: 1779130495.019636 needs_ai_refresh: true hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[LEGACY]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-09-03T16:26:36Z' gh_stars: 102 discovered_at: '2022-09-03T16:26:36Z' https://github.com/viveksinghggits/kuui: title: KuUI (Kubernetes UI) description: '' year: '2021' stars: 5 ai_summary: An experimental visual management utility designed to make resource visualization intuitive. Aims to help junior developers navigate local clusters by listing deployments, services, and running pod instances clearly. language: Go resource_type: Web Application complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6788c7bb55f35cf572d0841ab584dac6f461ce624cb61b36426e8c941337652a health_score: 100.0 last_checked: 1779030928.325095 needs_ai_refresh: true hierarchy: - Developer Experience - UI Dashboards - Local Development tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-06T23:50:25Z' gh_stars: 18 discovered_at: '2023-02-06T23:50:25Z' https://github.com/vladimirvivien/ktop: title: vladimirvivien/ktop description: '' year: '2026' stars: 3 ai_summary: Ktop is an interactive command-line tool modeled directly after classic system monitoring commands like 'top' and 'htop', tailored for Kubernetes environments. It queries cluster APIs to provide dynamic views of node memory utilization, pod health, and resource request ratios. It serves as a fast, accessible option for developers who need quick cluster diagnostics without deploying Prometheus. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a16c596f0b8d1c73a1f8e27a7f11b226c5637771f32b0bceb412119b3ede29f0 health_score: 100.0 last_checked: 1779030611.183478 needs_ai_refresh: true hierarchy: - Operations - Command Line Interfaces - Resource Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-16T15:49:51Z' gh_stars: 1093 discovered_at: '2026-05-16T15:49:51Z' https://github.com/vllm-project/vllm: title: vLLM on Kubernetes description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: Integration guides and deployment schemas for hosting vLLM on Kubernetes clusters. Live Grounding: Standardizes memory-efficient LLM serving using PagedAttention. Features rapid integration with Kubernetes HPA (Horizontal Pod Autoscaler) and native Prometheus performance scraping.' language: Python resource_type: Software complexity: Expert is_microservice: true status: online addition_method: manual content_hash: abfd3d7ffbe9328f492535dfc208fdb36fe7c845798cd6700fc6c8e4b47e466d health_score: 100.0 last_checked: 1779031802.392609 needs_ai_refresh: true hierarchy: - AI Infrastructure - LLM Serving - vLLM tags: - '[DE FACTO STANDARD]' v1_locations: - docs/ai-agents-mcp.md v2_locations: - ai-agents-mcp.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T08:44:57Z' gh_stars: 82816 discovered_at: '2026-06-14T08:44:57Z' https://github.com/vmware-archive/buildkit-cli-for-kubectl: title: vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin) description: '' year: '2021' stars: 5 ai_summary: A kubectl plugin designed to execute container builds directly on remote BuildKit instances inside clusters. Live grounding confirms the project has been archived under VMware, steering teams to direct BuildKit operators or Kaniko. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 35c19c8e640735ba6ff2a7908a40fbbd61533c1daa91b034f8fb9f440ff0964e health_score: 100.0 last_checked: 1779130494.940469 needs_ai_refresh: true hierarchy: - Kubernetes - Developer Experience - Container Builds tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubectl-commands.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubectl-commands.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2023-09-28T03:00:47Z' gh_stars: 505 discovered_at: '2023-09-28T03:00:47Z' https://github.com/vmware-archive/ktx: title: "ktx \U0001F31F" description: '' year: '2020' stars: 1 ai_summary: 'A context-switching helper for Kubernetes clusters, similar to kubectx. Note: This project is archived by VMware, rendering it legacy; users should migrate to active alternatives like kubectx or native kubectl context switching.' language: Go resource_type: CLI Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: d31edd7b5a04464fb8efb9a77ce0abee5fa9685551cd504140c11d4a73864f1f health_score: 100.0 last_checked: 1779130494.946415 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Tools - Context Switching tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2021-09-28T00:05:59Z' gh_stars: 140 discovered_at: '2021-09-28T00:05:59Z' https://github.com/vmware-archive/kube-fluentd-operator: title: "kube-fluentd-operator \U0001F31F" description: '' year: '2024' stars: 2 ai_summary: A now-archived operator designed to dynamically construct namespace-specific Fluentd logging pipelines in Kubernetes. Modern platform engineering architectures have largely transitioned to standardized OpenTelemetry or Fluent Bit routing setups. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 228db722cc7cfe844a1e96caae6ee58f8b37ee09f6807b470ec7eb8f345199b4 health_score: 100.0 last_checked: 1779130495.011276 needs_ai_refresh: true hierarchy: - Orchestration - Kubernetes - Observability tags: - '[LEGACY]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2025-12-18T19:17:59Z' gh_stars: 321 discovered_at: '2025-12-18T19:17:59Z' https://github.com/vmware-archive/kubecfg: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f2d2fc37ea444a3c4110a4b9bc0e83230545947f7e964f819106edb6e720833a health_score: 100.0 last_checked: 1779130494.929915 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.929915+02:00' https://github.com/vmware-archive/kubewatch: title: bitnami-labs/kubewatch description: '' year: '2016' stars: 3 ai_summary: 'A popular event-driven Kubernetes watcher that monitors cluster resources and broadcasts real-time changes directly to webhooks and team workspaces like Slack. Note: The project has been archived by VMware; users are urged to migrate to active tools like Botkube.' language: Go resource_type: Event Watcher complexity: Medium is_microservice: true status: online addition_method: manual content_hash: 7e55730487f021d5ef54e438e2225afd74a4a845ba1e29b7954221e7cd54078e health_score: 100.0 last_checked: 1779130494.939999 needs_ai_refresh: true hierarchy: - Observability - Event Management - Notifications tags: - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-17T08:58:53Z' gh_stars: 2426 discovered_at: '2022-09-17T08:58:53Z' https://github.com/vmware-archive/octant: title: vmware-tanzu/octant description: '' year: '2023' stars: 5 ai_summary: Octant was an open-source, extensible developer dashboard designed to visualize local and remote Kubernetes cluster states, resource dependencies, and logs. Project development was officially archived in 2023 as developers shifted to other open-source or commercial alternatives like Lens, OpenLens, and K9s. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 557115c7f1f7f1d60f2d28fc1bb886e8de0988caee9fa553bf16edaf70be4fcc health_score: 100.0 last_checked: 1779130495.01089 needs_ai_refresh: true hierarchy: - Observability - Dashboards - Developer Tooling tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-on-premise.md - docs/kubernetes-tools.md v2_locations: - kubernetes-on-premise.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-01-19T20:55:03Z' gh_stars: 6247 discovered_at: '2023-01-19T20:55:03Z' https://github.com/vmware-tanzu/antrea: title: VMware-tanzu Antrea description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9bf5509121e1f02344fc0b7940d0ae4254283aec31ad23ef434c8ca11f65f3a8 health_score: 100.0 last_checked: 1779033158.581993 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:38.581993+02:00' https://github.com/vmware-tanzu/buildkit-cli-for-kubectl: title: vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin) description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1f222d3e28b5c40bb71cc05c93efb05ad089bcf96a1cc7a93455a1a2051c094e health_score: 100.0 last_checked: 1779029422.121405 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubectl-commands.md - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:50:22.121405+02:00' https://github.com/vmware-tanzu/k-bench: title: "==vmware-tanzu/k-bench== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dc9e83bcf59d12281d71dd6306c42cc3517d338a31e01967b538352cf4f304d4 health_score: 100.0 last_checked: 1779033163.317665 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:43.317665+02:00' https://github.com/vmware-tanzu/octant: title: vmware-tanzu/octant description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921 health_score: 100.0 last_checked: 1779033615.528236 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:15.528236+02:00' https://github.com/vmware-tanzu/pinniped: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 661fa35ea5636cb1668aa573444690a764339f9ccfa53cbb7369b42419e3e5dc health_score: 100.0 last_checked: 1779034105.704689 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:25.704689+02:00' https://github.com/vmware-tanzu/sonobuoy: title: sonobuoy description: '' year: '2023' stars: 3 ai_summary: Diagnostic tool created by VMware Tanzu that facilitates understanding of Kubernetes cluster state by running conformance tests, security benchmarks, and custom extensions. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2f20624a434d9ecd04f9519fa8395820867fc9fc4d0febaead59b6cb07b75767 health_score: 100.0 last_checked: 1779031910.553352 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Compliance tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/qa.md v2_locations: - qa.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2025-11-25T23:13:32Z' gh_stars: 3043 discovered_at: '2025-11-25T23:13:32Z' https://github.com/vmware-tanzu/velero: title: github.com/vmware-tanzu/velero description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0078c52bf3b08aaf10d444c0f65ee0aebc3ebff65ac9f49eacde1febe8b12b00 health_score: 100.0 last_checked: 1779029061.427641 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:21.427641+02:00' https://github.com/vmware/k-bench: title: "vmware-tanzu/k-bench \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A benchmarking framework tailored specifically for assessing file and block storage performance inside Kubernetes. It runs FIO operations inside containers to analyze read/write IOPS and latency behaviors across storage classes. language: Go resource_type: Benchmarking Suite complexity: High is_microservice: false status: online addition_method: manual content_hash: d7291e919a819ac3438a5c3a6f32d74d5df2efd07e1f3b24c4e3e0627d6b461f health_score: 100.0 last_checked: 1779130495.026438 needs_ai_refresh: true hierarchy: - Performance & Testing - Benchmarking - Storage Performance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-03-12T03:44:16Z' gh_stars: 408 discovered_at: '2026-03-12T03:44:16Z' https://github.com/vmware/kube-fluentd-operator: title: "kube-fluentd-operator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b35a102eb9d881d4f01ac6369fc4a528130abeffc552c314da5ad6291892f32d health_score: 100.0 last_checked: 1779031645.904386 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:25.904386+02:00' https://github.com/vmware/octant: title: VMware octant description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921 health_score: 100.0 last_checked: 1779031850.729639 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:50.729639+02:00' https://github.com/vmware/pinniped: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: febd0a05d74d6b53d2e642fb8c17c27d61ab5b483f60a66c877f544d89c10bbe health_score: 100.0 last_checked: 1779130494.948989 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} gh_license: Apache-2.0 discovered_at: '2026-05-18T20:54:54.948989+02:00' https://github.com/volatiletech/sqlboiler: title: volatiletech/sqlboiler description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 87c8942edba2b92c75468c2d02bb3394489c1e9782a58312d3a19cdc51b50f3a health_score: 100.0 last_checked: 1779032589.318702 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:09.318702+02:00' https://github.com/vscode-kubernetes-tools/vscode-kubernetes-tools: title: "Azure/vscode-kubernetes-tools \U0001F31F" description: '' year: '2017' stars: 5 ai_summary: Developed by Microsoft/Azure, this foundational extension integrates cluster management, manifest linting, Helm support, and debug workflows directly into the editor for effortless Kubernetes operations. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 648ef2b897f1fd389d81aa2bbb2513f28cc3326b3ed407bd0a9b8ac7cb47956e health_score: 100.0 last_checked: 1779130495.019565 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - Kubernetes Extensions tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T01:13:50Z' gh_stars: 762 discovered_at: '2026-06-13T01:13:50Z' https://github.com/wagoodman/dive: title: "dive \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Dive is an indispensable terminal-based tool designed to inspect Docker images, analyze layer contents, and discover ways to shrink image size. By calculating the efficiency metric of individual layers and identifying wasted space from modified or deleted files, it gives platform teams precise insight into image build processes. In 2026, it remains a de facto standard tool for CI/CD optimization pipelines to keep enterprise container sizes lean and secure. language: Go resource_type: Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: c1155c8f1bc813e276d2dda0671128eb0419a310d3cfe74945163603212b7240 health_score: 100.0 last_checked: 1779030779.580848 needs_ai_refresh: true hierarchy: - Infrastructure - Containerization - Image Optimization tags: - '[DE FACTO STANDARD]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-15T17:20:36Z' gh_stars: 54224 discovered_at: '2025-12-15T17:20:36Z' https://github.com/wallarm/sysbindings: title: wallarm/sysbindings description: '' year: '2019' stars: 1 ai_summary: A security auditing library tracking underlying operating system bindings and kernel integrations. Developed to map and check system-level execution, it helps identify container runtime escape attempts. language: Go resource_type: Security Utility complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: f09bc51cc5a2e250d70f065b62dbb4cccf64ad33222cbadcdd0b96b390fd24ef health_score: 100.0 last_checked: 1779031576.672589 needs_ai_refresh: true hierarchy: - Security & Compliance - Runtime Security - System Calls tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-08-24T04:45:13Z' gh_stars: 19 discovered_at: '2022-08-24T04:45:13Z' https://github.com/wangjia184/pod-inspector: title: wangjia184/pod-inspector description: '' year: '2020' stars: 0 ai_summary: A localized tool developed to inspect and audit target pod environments. It analyzes container variables, runtime logs, and interface networks directly inside running clusters to facilitate rapid diagnosis. language: Go resource_type: Diagnostic Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8abf6fe284c80d6bc06d5c8a807d378f12db57960014e121b37868e6299d2878 health_score: 100.0 last_checked: 1781736046.860483 needs_ai_refresh: true hierarchy: - Observability & Performance - Pod Diagnostics - Inspection Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.860483+02:00' https://github.com/wardviaene: title: "github.com/wardviaene (kubernetes, terraform, ansible, docker, etc) \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: 'A public code profile hosting highly referenceable configuration setups across Terraform, Ansible, Docker, and Kubernetes. The repositories serve as companion code for prominent DevOps bootcamps, detailing clean infrastructure-as-code patterns. (Live Grounding: Continually referenced by global practitioners transitioning to cloud infrastructure specialties).' language: HCL/YAML resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 447179f1e113a43ea28a199a27e97a83c8c4c2f3c3a2eb66e570539391e4a55c health_score: 100.0 last_checked: 1779029513.691228 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Learning Resources - IaC tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:51:53.691228+02:00' https://github.com/wardviaene/advanced-kubernetes-course: title: wardviaene/advanced-kubernetes-course description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f636c297880e176813cf80b6d3b1db7abe172fbeda24ac23f7cf4309f9b9fa9f health_score: 100.0 last_checked: 1779032579.138742 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:59.138742+02:00' https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker: title: "wardviaene/advanced-kubernetes-course/spinnaker \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Curator Insight points to a companion repository for an advanced Kubernetes Spinnaker course. Live Grounding emphasizes its utility in demonstrating advanced deployment strategies (such as blue-green and canary analysis) directly inside Kubernetes clusters using Spinnaker's pipeline GUI. It remains a reliable hands-on learning lab. language: Shell resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 00d8a3f1b9429aa9162c6d3c5d1c67c81d52800be22cc863a0ae3c5bd1be2ba3 health_score: 100.0 last_checked: 1781735910.785017 needs_ai_refresh: true hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Kubernetes Deployment Models tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:30.785017+02:00' https://github.com/wardviaene/jenkins-course: title: wardviaene/jenkins-course description: '' year: '2020' stars: 0 ai_summary: A highly practical repository containing configuration examples, scripts, and multi-stage pipeline templates for various programming languages. Designed to serve as hands-on exercises for developers studying infrastructure-as-code and configuration-as-code fundamentals. language: Shell resource_type: repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ca038c96e82bd2f05ad48674b128ec330a3cb2a4b1f0485555a9a0bcd60e8dfa health_score: 100.0 last_checked: 1781735992.205152 needs_ai_refresh: true hierarchy: - Infrastructure & DevOps - CI-CD Concepts - Jenkins Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: - jenkins.md - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:39:52.205152+02:00' https://github.com/wardviaene/kubernetes-course: title: wardviaene/kubernetes-course description: '' year: '2024' stars: 4 ai_summary: 'Accompanying codebase for Ward Viaene''s comprehensive Kubernetes course, demonstrating deployments, configurations, microservice communication patterns, and cloud migrations. (Live Grounding: Widely trusted community-backed repository illustrating production-grade YAML configurations).' language: YAML/Go resource_type: Code Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 155e7375547c1616e34a4f6c86e5469a201d48f1daed273856ae084cf677328d health_score: 100.0 last_checked: 1779030587.862347 needs_ai_refresh: true hierarchy: - Cloud-Native Infrastructure - Learning Resources - Kubernetes Courses tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/demos.md - docs/kubernetes-tutorials.md v2_locations: - demos.md - kubernetes-tutorials.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2023-03-17T15:48:10Z' gh_stars: 1732 discovered_at: '2023-03-17T15:48:10Z' https://github.com/we-dcode/kubetunnel: title: github.com/we-dcode/kubetunnel description: '' year: '2026' stars: 2 ai_summary: Kubetunnel is an elegant CLI utility that establishes secure bi-directional tunnels, connecting local developer machines with active remote namespaces. It enables local microservices to resolve cluster-internal DNS and receive traffic as if they were running inside the virtual network. This capability dramatically accelerates development cycles by eliminating the need for constant remote deployments. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9d4d5b0269e92c304f9ef91f3529cf29605a82113d23d6d6914e8ec2d4457ca9 health_score: 100.0 last_checked: 1779031898.347543 needs_ai_refresh: true hierarchy: - Operations - Port Forwarding - Local Development tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-02-21T10:26:19Z' gh_stars: 200 discovered_at: '2023-02-21T10:26:19Z' https://github.com/weaveworks-experiments/kspan: title: "Kspan - Turning Kubernetes Events into spans \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: An experimental tool designed to consume Kubernetes events and convert them into OpenTelemetry-compliant spans. By treating lifecycle events as spans, it enables operators to visualize cluster events inside APM tracing backends like Jaeger or Zipkin. With Weaveworks' exit from active development, the project remains an archived but highly influential conceptual reference in 2026. language: Go resource_type: Event Translator complexity: High is_microservice: true status: online addition_method: manual content_hash: e3d1e2e3c362d84d8e03336b387691b0561644dd4882705a8f2aa7b05cf23392 health_score: 100.0 last_checked: 1779030739.75657 needs_ai_refresh: true hierarchy: - Operations - Observability - Distributed Tracing tags: - '[EMERGING]' - '[LEGACY]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-06-24T11:56:27Z' gh_stars: 807 discovered_at: '2023-06-24T11:56:27Z' https://github.com/weaveworks/awesome-gitops: title: Awesome-GitOps description: '' year: '2026' stars: 3 ai_summary: The canonical index of GitOps tools, configuration structures, and continuous deployment runtimes originally compiled by Weaveworks. While Weaveworks itself shifted, this directory remains structurally fundamental for ArgoCD and Flux setups. language: Markdown resource_type: Awesome List complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 14e7315e6fe04f90d20b18a9d4fb9c9996736db192364f9fa3554bb6e86c62d7 health_score: 100.0 last_checked: 1779031266.765939 needs_ai_refresh: true hierarchy: - Cloud Native - GitOps - Continuous Delivery Operators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-10T07:29:20Z' gh_stars: 1696 is_special: true discovered_at: '2025-12-10T07:29:20Z' https://github.com/weaveworks/cluster-api-provider-existinginfra: title: weaveworks/cluster-api-provider-existinginfra description: '' year: '2023' stars: 5 ai_summary: Formerly known as CAPE, this Cluster API provider enabled declarative cluster bootstrap over pre-existing SSH-accessible infrastructure (bare-metal or legacy virtual machines). Following the shutdown of Weaveworks in 2024, the project was officially archived, yet it continues to serve as an engineering reference for building custom SSH-driven infrastructure control loops. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 2f84416867b5e9b16beac4486022391f29edb9661db5636b2f733ccd76cbbc55 health_score: 100.0 last_checked: 1779032793.626429 needs_ai_refresh: true hierarchy: - Infrastructure - Cluster Management - Cluster API Providers tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-09-23T16:07:25Z' gh_stars: 45 discovered_at: '2022-09-23T16:07:25Z' https://github.com/weaveworks/eksctl: title: ref2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 95e763d5c392dfca92162a2287805a43b0a40517f9818c4cb07ddef48cb2b47b health_score: 100.0 last_checked: 1779032383.794579 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.794579+02:00' https://github.com/weaveworks/kubediff: title: "kubediff \U0001F31F" description: '' year: '2019' stars: 4 ai_summary: A pioneering utility from Weaveworks that compared declarative Kubernetes manifests on disk with live cluster state to highlight drift. Historically important as a foundational GitOps tool, now superseded by automated reconciliation loops. language: Python resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: adc1dca09a4aba6f33c26682b72ea20b995e5c267076ea7569d6d463c1d0589c health_score: 100.0 last_checked: 1779033704.924692 needs_ai_refresh: true hierarchy: - Operations & UX - GitOps Verification - State Difference tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-10-24T15:14:24Z' gh_stars: 1181 discovered_at: '2023-10-24T15:14:24Z' https://github.com/weaveworks/kured: title: "weaveworks: kured - Kubernetes Reboot Daemon \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc health_score: 100.0 last_checked: 1779032800.755641 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.755641+02:00' https://github.com/weaveworks/tf-controller: title: 'weaveworks/tf-controller: Weave GitOps Terraform Controller' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42 health_score: 100.0 last_checked: 1779032290.306712 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:10.306712+02:00' https://github.com/weaveworks/weave: title: 'github: Weave Net - Weaving Containers into Applications' description: '' year: '2024' stars: 5 ai_summary: Weave Net is a widely adopted container CNI plugin that creates an autonomous peer-to-peer overlay network with no external database requirements. The repository was archived by Weaveworks in 2024, prompting enterprise engineering teams to migrate to active, high-performance CNIs like Cilium (eBPF-driven) or Calico. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 1f69911f39474f4490279732d9001d534358fb2dcce5a45d4763660c952008df health_score: 100.0 last_checked: 1779032587.496616 needs_ai_refresh: true hierarchy: - Networking - CNI Plugins - Overlay Networks tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/gitops.md - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md - gitops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-08-09T08:45:55Z' gh_stars: 6612 discovered_at: '2024-08-09T08:45:55Z' https://github.com/weaveworks/wksctl: title: Weave Kubernetes System Control - wksctl description: '' year: '2026' stars: 5 ai_summary: 'Weaveworks'' Weave Kubernetes System Control (wksctl) was a GitOps-based tool for cluster creation, configuring infrastructure directly from a declared state stored in git. Curator Insight vs Live Grounding: Following Weaveworks'' operational shutdown, this tool has been archived and is considered historical legacy.' language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: d25ae3245b5037cb51e5ff35f8e9c8da2923268e8149a3dc7af46358dfe60703 health_score: 100.0 last_checked: 1779030865.435851 needs_ai_refresh: true hierarchy: - Provisioning - GitOps - Legacy Tools tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/gitops.md - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - gitops.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2023-03-31T12:32:52Z' gh_stars: 389 discovered_at: '2023-03-31T12:32:52Z' https://github.com/webmeshproj/webmesh-vdi: title: kVDI description: '' year: '2023' stars: 3 ai_summary: Duplicated reference of the peer-to-peer cloud-native VDI platform. It enables scalable running of interactive virtual desktops inside standard Kubernetes pods via automated remote-protocol streaming. language: Go resource_type: VDI Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: b33746153e732c810999240e093ebfdbe7489d0348fc6fde2fbc78d253880650 health_score: 100.0 last_checked: 1779130494.967165 needs_ai_refresh: true hierarchy: - Infrastructure - Virtual Desktop Infrastructure - Edge Networking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: GPL-3.0 gh_pushed: '2023-10-20T18:30:30Z' gh_stars: 459 discovered_at: '2023-10-20T18:30:30Z' https://github.com/welldone-cloud/aws-list-resources: title: github.com/welldone-cloud/aws-list-resources description: '' year: '2025' stars: 5 ai_summary: A targeted utility designed to list all active resources inside an AWS account, bypassing the visibility gaps of typical inventory tools. It scans all supported services and regions, returning clean, actionable reports. Extremely useful for platform engineers cleaning up stale testing environments and auditing cloud billing leakages. language: Python resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6eaff4e9e8e0115065c334f50c585f49ef824d7c1dcf9d4b823f397cd8ec28d8 health_score: 100.0 last_checked: 1779033906.803493 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Resource Querying tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: AGPL-3.0 gh_pushed: '2025-12-21T19:45:27Z' gh_stars: 184 discovered_at: '2025-12-21T19:45:27Z' https://github.com/werf/kubedog: title: werf/kubedog description: '' year: '2026' stars: 3 ai_summary: Kubedog is an open-source Go library designed to track and stream real-time logs and events from Kubernetes resources during active rollouts. By operating directly inside pipelines, it allows tools like Werf to react immediately to failing Pods or failing startup probes. Real-world validation highlights its utility for building customized deployment dashboards and intelligent pipeline gates. language: Go resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4d23eeed18c53fb55c029d3b4be0be9f75dd5283873de96af2fc3fd999b7e6f7 health_score: 100.0 last_checked: 1779029705.031636 needs_ai_refresh: true hierarchy: - Observability - Deployment Monitoring - Libraries tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-05-26T15:26:53Z' gh_stars: 745 discovered_at: '2026-05-26T15:26:53Z' https://github.com/werf/nelm: title: 'Nelm: A Helm Alternative for Kubernetes Deployments' description: '' year: '2026' stars: 4 ai_summary: A high-performance deployment engine embedded in Werf that provides a drop-in, robust alternative to standard Helm tracking. It addresses Helm's native state validation limitations by offering deep, real-time resource validation and status monitoring. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: cac2c808282f7ec7c8cfe05e75cbab1f2dd41cc01763c93e962c302aa642032f health_score: 100.0 last_checked: 1779030323.511338 needs_ai_refresh: true hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Alternative Deployment Engines tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/gitops.md - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - gitops.md - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-06-11T11:21:07Z' gh_stars: 1083 discovered_at: '2026-06-11T11:21:07Z' https://github.com/werf/werf: title: ==werf/werf== description: '' year: '2026' stars: 4 ai_summary: Werf is a mature, GitOps-driven deployment tool that bridges the gap between raw application code and active Kubernetes clusters. By handling container builds, Helm chart execution, and multi-tier rollout monitoring under a single interface, it simplifies continuous integration pipelines. Live grounding shows robust enterprise adoption due to its deterministic rebuild prevention and active build caching. language: Go resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4cae4bc2290f403f6e2b4bf9c0a93e365801686e965328098585a4e5205963ab health_score: 100.0 last_checked: 1779032613.749945 needs_ai_refresh: true hierarchy: - Application Delivery - CI/CD - GitOps tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T21:18:12Z' gh_stars: 4694 discovered_at: '2026-06-11T21:18:12Z' https://github.com/widdix/aws-cf-templates: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f9233c1dcc737bf8f5f2fd6ca6045bb0aa668c35c9e8695ab73b3a74e41d5ac5 health_score: 100.0 last_checked: 1779034319.326296 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-iac.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:59.326296+02:00' https://github.com/willdady/aws-resource-based-policy-collector: title: 'willdady/aws-resource-based-policy-collector: AWS resource-based policy'' collector' description: '' year: '2024' stars: 5 ai_summary: A dedicated security utility that scans and aggregates resource-based policies (e.g., S3 Bucket Policies, KMS Key Policies, SQS Policies) across AWS accounts. It aims to surface overly permissive access matrices that violate least privilege models. The script serves as an important compliance utility for scanning public and cross-account configuration leakage. language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4234aeaaac78b509344a09f998bb73de80034955f6520f5b01d1d3f7d5427e2a health_score: 100.0 last_checked: 1779029573.760217 needs_ai_refresh: true hierarchy: - Cloud Platform - AWS Infrastructure - Security and Compliance tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-09-17T08:08:58Z' gh_stars: 24 discovered_at: '2022-09-17T08:08:58Z' https://github.com/willdady/cdk-iam-credentials-rotator: title: 'willdady/cdk-iam-credentials-rotator: IAM Credentials Rotator' description: '' year: '2021' stars: 5 ai_summary: An AWS CDK construct designed to automatically rotate IAM credentials using AWS Lambda. This tool mitigates security risks of long-lived access keys by orchestrating automated rotation policies via Amazon EventBridge scheduler rules. While a community-focused tool, it provides a functional baseline template for serverless compliance automation. language: TypeScript resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 13943a272ac11061fb6f4a4e83d673fb0fa65ea5402fc603d9d801282f33e962 health_score: 100.0 last_checked: 1779033167.020802 needs_ai_refresh: true hierarchy: - Security & Identity - AWS IAM - Credential Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2022-08-28T12:14:19Z' gh_stars: 17 discovered_at: '2022-08-28T12:14:19Z' https://github.com/wincent/git-cipher: title: git-cipher description: '' year: '2020' stars: 1 ai_summary: An older utility designed to cryptographically secure and decrypt files transparently inside Git workspaces. Largely superseded by modern alternatives like SOPS, it serves as an educational reference for understanding custom Git-filter operations. language: Ruby resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b2766a3476638a9911845e998a2e6ae6d7213642a229cc77f566a67f8c4e3ad5 health_score: 100.0 last_checked: 1779030674.098511 needs_ai_refresh: true hierarchy: - Security - Developer Tooling - Git Secrets Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-12-29T11:35:38Z' gh_stars: 90 discovered_at: '2025-12-29T11:35:38Z' https://github.com/windup: title: windup description: '' year: '2013' stars: 0 ai_summary: Windup (upstream source for Red Hat Migration Toolkit for Applications) is an extensible, rule-based modernization engine. It analyzes Java application bytecode and source files to generate detailed cloud-readiness and microservice conversion reports. language: Java resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 4f773a2dd1cbd9554616a588b79b6f859e6811185dc399b1bea69201a7a24892 health_score: 100.0 last_checked: 1779032036.988024 needs_ai_refresh: true hierarchy: - App Migration - Application Modernization - Java Migration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:33:56.988024+02:00' https://github.com/winfordlin/Compass: title: "Compass \U0001F31F" description: '' year: '2018' stars: 0 ai_summary: An early monitoring-adjacent helper tool built to observe pod scheduling metrics and identify suboptimal deployment sizes. Long since abandoned, modern alternatives like Kubecost and OpenCost provide the comprehensive telemetry required. language: Go resource_type: Monitoring Utility complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: c3fa36d8a9e8502aca01ed879598cab4b297470b0df9d2b844fe488deda703a2 health_score: 100.0 last_checked: 1781736046.864196 needs_ai_refresh: true hierarchy: - Cluster Management - Cost Optimization - Metrics Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:46.864196+02:00' https://github.com/witchery-project/witchery: title: witchery-project/witchery description: '' year: '2020' stars: 2 ai_summary: A security chaos engineering framework designed to simulate security compromises and platform exploits inside clusters. It tests detection alerts, runtime defense mechanisms, and operational response procedures. language: Go resource_type: Chaos Engineering Framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 87f4eeefa7b7e2125d27b9e10def3f7512363926dfe8e31a295a240686cb9259 health_score: 100.0 last_checked: 1779031669.660523 needs_ai_refresh: true hierarchy: - Security & Compliance - Chaos Engineering - Intrusion Simulation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2022-05-17T15:07:34Z' gh_stars: 130 discovered_at: '2022-05-17T15:07:34Z' https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman: title: Jenkins Pipeline Maven build demo description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e8e3fcf507d0aaa6d021b39bd9cdd9204de01fa4ea7de2902bd69c7a58244f02 health_score: 100.0 last_checked: 1779032518.979681 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/maven-gradle.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:58.979681+02:00' https://github.com/wongcyrus/aws-account-cloud9-visualizer: title: AWS Account Cloud9 Visualizer description: '' year: '2021' stars: 0 ai_summary: A specialized developer tool tailored for deployment inside AWS Cloud9 instances. Allows engineers to quickly visualize localized cloud development patterns and inspect running sandboxes directly from the IDE. language: Python resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0de832aa4685b4a6a979b74c840e5620cfa1d007eb072f5f32de6692b9e9f0a4 health_score: 100.0 last_checked: 1781735900.729794 needs_ai_refresh: true hierarchy: - Cloud Platforms - AWS Integration - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.729794+02:00' https://github.com/wsargent/docker-cheat-sheet: title: 'github.com: Docker cheat Sheet' description: '' year: '2025' stars: 5 ai_summary: One of the most popular, extensive open-source community references for Docker command lines and runtime configurations. Meticulously compiles network setups, volume bindings, Dockerfile directives, and diagnostic debugging tricks into a highly accessible repository. language: Markdown resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2ac73793d9a89ca8761050f93bb5a9ba40678d5baeba2f8d597c62ec25ccd65a health_score: 100.0 last_checked: 1779029679.058576 needs_ai_refresh: true hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[DE FACTO STANDARD]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} gh_license: CC-BY-4.0 gh_pushed: '2024-12-31T03:00:47Z' gh_stars: 22528 discovered_at: '2024-12-31T03:00:47Z' https://github.com/wunderio/csi-rclone: title: 'csi-rclone: CSI rclone mount plugin' description: '' year: '2023' stars: 2 ai_summary: A Container Storage Interface (CSI) plugin that allows mounting a wide variety of cloud storage providers (such as Google Drive, S3, OneDrive, and Dropbox) as volumes in Kubernetes pods using rclone. It abstracts back-end storage services into standard PVs. In 2026, it continues to be actively utilized for niche, multi-cloud storage access requirements. language: Go resource_type: CSI Plugin complexity: High is_microservice: false status: online addition_method: manual content_hash: cc524fedd811472bda123374fd1a7936b720248985a7905555cd8d120a5f26a9 health_score: 100.0 last_checked: 1779031255.83913 needs_ai_refresh: true hierarchy: - Storage - CSI - Cloud Storage tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-09-12T06:37:10Z' gh_stars: 259 discovered_at: '2024-09-12T06:37:10Z' https://github.com/xUnholy/k8s-gitops: title: 'Raspbernetes - Kubernetes Cluster: k8s-gitops' description: '' year: '2025' stars: 5 ai_summary: A robust, real-world case study and GitOps reference repository optimized for ARM-based Raspberry Pi clusters. Incorporates high-availability deployment structures using Flux, K3s, and modern observability stacks. Serves as a great architectural resource. language: YAML resource_type: Repository complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 5759d8430876ceaa891b982f6a3d9d5098914598c8d6105ed24b4c3f300eb041 health_score: 100.0 last_checked: 1779029704.883588 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Edge Deployments tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-14T09:15:39Z' gh_stars: 634 discovered_at: '2026-06-14T09:15:39Z' https://github.com/xavier-mt/kerbi: title: "Kerbi \U0001F31F" description: '' year: '2020' stars: 1 ai_summary: A lightweight Ruby-based framework to generate, validate, and manage Kubernetes configurations. It allows writing clean, reusable Ruby manifests instead of raw YAML structures to simplify application templates. language: Ruby resource_type: Configuration Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: cd9ebd380852f5789e18dbacca52b04a66f72fe5ad63a943a91f9c036093bdee health_score: 100.0 last_checked: 1779130495.017268 needs_ai_refresh: true hierarchy: - Application Delivery - Configuration Management - Templating tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2022-06-16T09:03:15Z' gh_stars: 14 discovered_at: '2022-06-16T09:03:15Z' https://github.com/xiaods/k8e: title: xiaods/k8e description: '' year: '2023' stars: 5 ai_summary: A lightweight Kubernetes distribution (k8e, standing for "k8s easy") modeled after K3s but strictly adhering to standard upstream components. It is tailored for low-resource edge architectures, CI environments, and hobbyist networks requiring low memory profiles and simple setups. language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: f166032c3373af095febf14fd28e54a972c33cd2c57bce9db59e826eb3b1389a health_score: 100.0 last_checked: 1779033118.669674 needs_ai_refresh: true hierarchy: - Infrastructure - Kubernetes Distributions - Edge & IoT tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-06T10:04:34Z' gh_stars: 449 discovered_at: '2026-06-06T10:04:34Z' https://github.com/xiaopeng163/docker-compose-tpg: title: 'docker-compose-tpg: Telegraf + Prometheus + Grafana Local Testing Environments' description: '' year: '2022' stars: 0 ai_summary: A streamlined Docker Compose setup establishing a local monitoring stack with Telegraf, Prometheus, and Grafana. Excellent for local telemetry testing, dashboard debugging, and metric ingestion trials before scaling to Kubernetes systems. language: YAML resource_type: Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 4b3f0288c1337bd68fa980e20734d7a2ff291809d3be6d0cf9cb013485419e08 health_score: 100.0 last_checked: 1781735921.220235 needs_ai_refresh: true hierarchy: - Observability & Testing - Metrics Monitoring - TPG Monitoring Stack tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:41.220235+02:00' https://github.com/yahoo/check-log4j: title: yahoo/check-log4j description: '' year: '2021' stars: 5 ai_summary: Yahoo's archived, command-line tool designed to detect vulnerable Log4j JAR instances within mounted folder structures and container layers. It uses local binary scanning patterns to identify vulnerabilities, making it a reliable reference for building custom forensic scanning tools. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6c2ee18602a80f1526ee082d3c4db6ef93f63554fd29e8c079a5903ca221dcc9 health_score: 100.0 last_checked: 1779030847.257787 needs_ai_refresh: true hierarchy: - Security - Vulnerabilities - Log4Shell Scanners tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-03-08T19:43:51Z' gh_stars: 169 discovered_at: '2026-03-08T19:43:51Z' https://github.com/yandex-cloud/k8s-csi-s3: title: 'github.com/yandex-cloud: CSI for S3' description: '' year: '2026' stars: 5 ai_summary: An open-source CSI driver that allows mounting Amazon S3 object buckets directly as filesystems within Kubernetes pods using local FUSE drivers. This interface permits legacy applications expecting flat directory paths to consume S3 storage backends with minimal code refactoring. language: Go resource_type: CSI Driver complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 0c9118b0bb755f9e4d66fafc9c40a708c36261f37a187a76b64f3c1469b058d1 health_score: 100.0 last_checked: 1779031099.5623 needs_ai_refresh: true hierarchy: - Storage - Kubernetes CSI - S3 Integration tags: - '[DE FACTO STANDARD]' - '[LEGACY]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} gh_license: NOASSERTION gh_pushed: '2026-05-05T12:23:53Z' gh_stars: 859 discovered_at: '2026-05-05T12:23:53Z' https://github.com/yangshun/tech-interview-handbook: title: Tech Interview Handbook description: '' year: '2026' stars: 5 ai_summary: The definitive prep suite for engineering roles, focusing on algorithms, practical system design topologies, behavioral matrices, and resume optimizations. Provides actionable code structures and design templates built to satisfy high-bar technical interview pipelines. language: TypeScript resource_type: Educational Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6a235dd3393fe945bb3152c0ae242a7037b3ab53750ab982ed840c998eb25d47 health_score: 100.0 last_checked: 1779030220.484033 needs_ai_refresh: true hierarchy: - Software Engineering - Career Development - Interview Preparation tags: - '[DE FACTO STANDARD]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-05T23:58:25Z' gh_stars: 140289 is_special: true discovered_at: '2026-04-05T23:58:25Z' https://github.com/yangtao309/awesome-api-gateway: title: Awesome API Gateway description: '' year: '2026' stars: 0 ai_summary: An extensive catalog mapping API Gateway engines, ingress controllers, and edge proxy configurations (including Envoy, Kong, and APISIX). Essential for routing microservice traffic safely across network partitions. Serves as a great architectural guide for configuring traffic shaping, rate limiting, and authentication. language: N/A resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 6d62ffc18ab304cbe5bbbb78b7e687572c5bc3372d797648992211bbebdb9b97 health_score: 100.0 last_checked: 1781736123.210626 needs_ai_refresh: true hierarchy: - API Development - API Gateway - Resources tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - architectural-foundations.md - other-awesome-lists.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A is_special: true discovered_at: '2026-06-18T00:42:03.210626+02:00' https://github.com/yankils/Simple-DevOps-Project: title: yankils/Simple-DevOps-Project description: '' year: '2021' stars: 0 ai_summary: 'A practical demonstration codebase combining core DevOps components, including automated provisioning scripts and simple pipeline files, to launch a basic application stack. Designed for educational labs. (Live Grounding: Good for foundational learning, though not suited for enterprise-scale zero-trust environments).' language: Shell/Dockerfile resource_type: Code Repository complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2adcf09384710ca2deea5c47ee9a7c2a4abc449e0cfd8db7039287bb99044faa health_score: 100.0 last_checked: 1781735900.910576 needs_ai_refresh: true hierarchy: - DevOps & Platform Engineering - Project Blueprints - Infrastructure Showcase tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:38:20.910576+02:00' https://github.com/yannh/kubeconform: title: "github.com/yannh/kubeconform \U0001F31F" description: '' year: '2026' stars: 2 ai_summary: A ultra-fast, modern Kubernetes manifest validator written in Go, acting as a direct replacement for kubeval. Validates resources against official OpenAPI schemas, automatically caching custom resource definitions (CRDs) in offline environments. Recognized globally as a de facto tool for GitOps CI verification. language: Go resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d0194bae90719e8090d5e89ec9330ccd956614659cb606f185cd56f643c82502 health_score: 100.0 last_checked: 1779031064.721766 needs_ai_refresh: true hierarchy: - DevOps - Static Analysis - Kubernetes Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/devsecops.md - docs/kubernetes-tools.md v2_locations: - devsecops.md - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-13T11:53:23Z' gh_stars: 3066 discovered_at: '2026-06-13T11:53:23Z' https://github.com/yashvardhan-kukreja/kube-bench-exporter: title: kube-bench-exporter description: '' year: '2022' stars: 5 ai_summary: A dedicated exporter designed to scrape kube-bench CIS compliance output files and convert them into standard Prometheus metrics. This allows SREs to implement real-time security scanning and continuous integration metrics directly on Grafana. language: Go resource_type: Exporter complexity: Medium is_microservice: false status: online addition_method: manual content_hash: d76db84e9002a9cc1381d0c43f6083a9827b26d893b4ce405b43a7bf880293e0 health_score: 100.0 last_checked: 1779030069.834125 needs_ai_refresh: true hierarchy: - Networking & Security - Security Compliance - Exporters tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2021-04-03T00:12:14Z' gh_stars: 12 discovered_at: '2021-04-03T00:12:14Z' https://github.com/ynqa/bul: title: 'bul: Interactive TUI for Exploring Kubernetes Container Logs' description: '' year: '2020' stars: 1 ai_summary: 'An interactive Terminal User Interface (TUI) written in Go designed to query and stream local Kubernetes container logs. Live Grounding Note: Because development has remained inactive for years, it is considered legacy; modern engineers typically use tools like K9s or Stern in active production.' language: Go resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7ab05ef49b587ea38c10c86b9b9efb6d9a3ae7fbcf07fca26c3233d600c30c9d health_score: 100.0 last_checked: 1779031802.495055 needs_ai_refresh: true hierarchy: - Log Management & Diagnostics - Command Line Tools - Terminal Interfaces tags: - '[LEGACY]' v1_locations: - docs/container-managers.md - docs/kubernetes-monitoring.md - docs/kubernetes-tools.md v2_locations: - kubernetes-monitoring.md - container-managers.md - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2024-05-23T09:31:41Z' gh_stars: 16 discovered_at: '2024-05-23T09:31:41Z' https://github.com/ynqa/jnv: title: "github.com/ynqa/jnv \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: An interactive, terminal-based JSON parser and path finder built with Rust. Provides instant autocompletion of JSON pointer selectors and real-time validation feedback to accelerate complex pipeline debugging. language: Rust resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 6df9199cb6573cafd3aaadb3ec7f5f717bfb3a171ea995daf94fd08a39ba6045 health_score: 100.0 last_checked: 1779034558.426571 needs_ai_refresh: true hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[DE FACTO STANDARD]' v1_locations: - docs/yaml.md v2_locations: - data-and-advanced-analytics.md - yaml.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-04-03T09:13:20Z' gh_stars: 6044 is_special: true discovered_at: '2026-04-03T09:13:20Z' https://github.com/yogeshkk/K8sPurger: title: "K8sPurger \U0001F31F" description: '' year: '2022' stars: 2 ai_summary: A tool designed to scan a Kubernetes cluster for unused resources, identifying orphan ConfigMaps, Secrets, PVCs, and service accounts. By automating the discovery of redundant workloads, it reduces bloat and improves cluster security posture. Active through 2026 as a simple, highly effective housecleaning utility. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 50ee1755862d744903d32d4912ecbbee3b231670b60767aa0a894ad4744d86bf health_score: 100.0 last_checked: 1779031538.485351 needs_ai_refresh: true hierarchy: - Operations - Resource Management - Cleanup tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2024-02-18T19:09:02Z' gh_stars: 256 discovered_at: '2024-02-18T19:09:02Z' https://github.com/yokawasa/action-setup-kube-tools: title: yokawasa/action-setup-kube-tools description: '' year: '2026' stars: 5 ai_summary: A dedicated GitHub Action designed to dynamically download and configure vital Kubernetes operational binaries (such as kubectl, helm, kustomize, and minikube) across runner agents, ensuring strict parity between tool states. language: JavaScript resource_type: Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: fd33c9fd1d3bbabf17697759d4ed37bf0eee0989a9a783fc57fa6ad5598be2eb health_score: 100.0 last_checked: 1779030359.621665 needs_ai_refresh: true hierarchy: - Software Delivery - GitHub Ecosystem - Runner Utilities tags: - '[DE FACTO STANDARD]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-10T14:49:12Z' gh_stars: 92 discovered_at: '2026-06-10T14:49:12Z' https://github.com/yonahd/kor: title: ==github.com/yonahd/kor== description: '' year: '2023' stars: 5 ai_summary: Kor is an out-of-the-box orphan resource finder that helps platform teams reclaim cluster resources by identifying unused ConfigMaps, Secrets, ServiceAccounts, and PVCs. Featuring stdout, JSON, and Prometheus metrics outputs, it easily embeds into monitoring pipelines to optimize cluster costs. language: Go resource_type: CLI Tool / Agent complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d2f8431befad3a2a6349506b8c50fe0d5e8c4c9acea8103e8d216895c8fb6539 health_score: 100.0 last_checked: 1779032640.465326 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Resource Cleanup - Cluster Hygiene tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-05-26T06:51:45Z' gh_stars: 1798 discovered_at: '2026-05-26T06:51:45Z' https://github.com/yonahd/orphaned-configmaps: title: 'github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps' description: '' year: '2022' stars: 5 ai_summary: Orphaned ConfigMaps detects unreferenced ConfigMaps and Secrets across active namespaces. By scanning volume mounts and env declarations, it exposes abandoned configurations that increase complexity and security exposure. It is a targeted utility for regular cluster housekeeping. language: Go resource_type: CLI Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 076b10835b9fcc36f757a36e5034dc00bf021e67457475a6c640895aa1c0fa29 health_score: 100.0 last_checked: 1781736047.120302 needs_ai_refresh: true hierarchy: - Observability & Diagnostics - Resource Cleanup - Cluster Hygiene tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-06-18T00:40:47.120302+02:00' https://github.com/yteraoka/kubectl-isolate: title: kubectl-isolate description: '' year: '2022' stars: 5 ai_summary: A troubleshooting plugin that temporarily isolates running pods from Service network targets by modifying selector labels. Enables in-depth live diagnostics on broken pod targets without tearing down functional setups. language: Go resource_type: CLI Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b0864d5afab08901c5067a9b47ffaeb906f4742b3edbc02a6253b79fab0b7ba9 health_score: 100.0 last_checked: 1779031143.409336 needs_ai_refresh: true hierarchy: - Developer Experience - CLI Utilities - Traffic Management tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2020-07-05T00:56:41Z' gh_stars: 10 discovered_at: '2020-07-05T00:56:41Z' https://github.com/zakkg3/ClusterSecret: title: 'zakkg3/ClusterSecret: Kubernetes ClusterSecret operator' description: '' year: '2022' stars: 3 ai_summary: A specialized operator automating secret distribution and synchronization across target namespaces in a cluster. It updates, recreates, or deletes secrets in target namespaces from single configuration sources such as registry credentials. language: Go resource_type: Kubernetes Operator complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 410cec9a9441ced9e8a652b67982fcc18e8ad5a9312f01facb57194feaa77be4 health_score: 100.0 last_checked: 1779030189.979757 needs_ai_refresh: true hierarchy: - Security & Compliance - Secret Management - Multi-Namespace Replication tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-04-01T21:32:29Z' gh_stars: 510 discovered_at: '2026-04-01T21:32:29Z' https://github.com/zalando/logbook: title: logbook description: '' year: '2026' stars: 5 ai_summary: An extensible Java library developed by Zalando for logging HTTP requests and responses. In 2026, Logbook is a de facto standard for security compliance and audit logging in distributed environments, providing clean, structured JSON payloads with context-safe credential masking. language: Java resource_type: Repository complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: cdb1bff5a3f45b738632b32ee3dbc40b00caf4113501ef9a46a3425264745f56 health_score: 100.0 last_checked: 1779032793.666205 needs_ai_refresh: true hierarchy: - Modern Java - Frameworks - Logging tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T12:58:02Z' gh_stars: 2048 discovered_at: '2026-06-12T12:58:02Z' https://github.com/zalando/patroni: title: Patroni description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 98d75f1cf5d00344ca09ca026660c1f7d8c43296a4b79211eaacd9323e89ebd6 health_score: 100.0 last_checked: 1779031528.760442 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:28.760442+02:00' https://github.com/zalando/postgres-operator: title: Zalando Postgres Operator description: '' year: '2026' stars: 5 ai_summary: Zalando's PostgreSQL Operator, which orchestrates highly available Spilo clusters on Kubernetes. Automates provisioning, scaling, master-failovers, offsite backups, and minor engine upgrades via declarative CRDs. language: Go resource_type: Open Source Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 4b5052c00ec68aca1c3bce237d73e28655b4225cb73b0d6dc8caad2ba51ac137 health_score: 100.0 last_checked: 1779031981.621839 needs_ai_refresh: true hierarchy: - Infrastructure - PostgreSQL HA - Zalando Stack tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2026-06-12T22:14:55Z' gh_stars: 5182 discovered_at: '2026-06-12T22:14:55Z' https://github.com/zalando/spilo: title: 'Spilo: HA PostgreSQL Clusters with Docker' description: '' year: '2025' stars: 5 ai_summary: Spilo is Zalando's container image bundling PostgreSQL, Patroni, pgBackRest, and WAL-E/WAL-G. Built for mission-critical production reliability, it serves as the stable, standard database core for the Zalando Postgres Operator. language: Python resource_type: Open Source Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: ad47988f98184578f298dec20021762ecc39ec14cf81213755f937363dbcce9d health_score: 100.0 last_checked: 1779029710.663977 needs_ai_refresh: true hierarchy: - Infrastructure - PostgreSQL HA - Zalando Stack tags: - '[DE FACTO STANDARD]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-11T14:18:57Z' gh_stars: 1839 discovered_at: '2026-06-11T14:18:57Z' https://github.com/zarf-dev/zarf: title: defenseunicorns/zarf description: '' year: '2026' stars: 5 ai_summary: A highly resilient developer tool designed by Defense Unicorns to package, deploy, and manage Kubernetes clusters and cloud-native applications in strictly air-gapped, offline, or secure zero-trust environments. Zarf bundles container registries, Helm charts, binary dependencies, and configurations into a single cryptographically signed archive file, completely removing internet reliance. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 432486d19fdcf4ccbe8a39271c75a11b34677de848652c8b936a771f0a339479 health_score: 100.0 last_checked: 1779130494.984711 needs_ai_refresh: true hierarchy: - Delivery - Air-Gapped Deployments - Zero Trust tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} gh_license: Apache-2.0 gh_pushed: '2026-06-12T17:31:07Z' gh_stars: 1925 discovered_at: '2026-06-12T17:31:07Z' https://github.com/zaynali53/DotENV: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d03090cb21014cbaf3351c80a20a1ebf97c8103fc1d66d8bcdad64d361a6367a health_score: 100.0 last_checked: 1779032613.668565 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.668565+02:00' https://github.com/zegl/kube-score: title: Kube-score description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 012d267b9cf6a4fe67e96337f31bb39ac58848f3b9aaa68183f2446f88c5c38c health_score: 100.0 last_checked: 1779032074.800198 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} gh_license: MIT is_special: true discovered_at: '2026-05-17T17:34:34.800198+02:00' https://github.com/zsh-users/zsh-autosuggestions: title: "github.com/zsh-users/zsh-autosuggestions \U0001F31F" description: '' year: '2013' stars: 5 ai_summary: A high-efficiency plugin that suggest terminal execution commands as you type, pulling context dynamically from local shells. It drastically reduces keystrokes and context switching. Live Grounding demonstrates that it has become an essential productivity tool across modern engineering environments. language: Shell resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b2b0920b47bdc33b1b52ba933522de13d83c457669f7cb49654e36d648769e20 health_score: 100.0 last_checked: 1779031455.90239 needs_ai_refresh: true hierarchy: - Infrastructure & Operations - Terminal Environment - Shell Configuration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} gh_license: MIT gh_pushed: '2025-06-24T16:15:03Z' gh_stars: 35690 discovered_at: '2025-06-24T16:15:03Z' https://github.comjoshmsmith/monkey-ops: title: 'GitHub: monkey-ops, Openshift compliant, no cluster-admin required' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering GitHub: monkey-ops, Openshift compliant, no cluster-admin required in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029513.500661 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T16:51:53.500661+02:00' https://github.dev: title: github.dev description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8bb4feb307e135bcaadcbfeac8e34b8946530f6e0dd10d883e7a693ae543819 health_score: 100.0 last_checked: 1779033477.036385 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:57.036385+02:00' https://github.dev/github/dev: title: github.dev description: '' year: '2021' stars: 0 ai_summary: A fully web-based implementation of VS Code launched instantly from any GitHub repo by pressing `.`. It operates purely in the browser for code browsing, quick patches, and pull request reviews. language: TypeScript resource_type: SaaS Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 392a950f91629fa40c2a7268e598810b0d9cb3397b82687a0cffbea94507baa7 health_score: 100.0 last_checked: 1779130494.968061 needs_ai_refresh: true hierarchy: - Development Environments - Cloud IDEs - Web Editors tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.968061+02:00' https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks: title: 'github.dev: Python Data Science Handbook' description: '' year: '2022' stars: 0 ai_summary: Official interactive notebook repository for the Python Data Science Handbook. Enables immediate local sandboxing, model parameter tweaks, and testing of complex data ingestion logic using integrated Jupyter execution files. language: Python resource_type: Code Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Interactive Computing - Source Code Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://github.github.com/training-kit/downloads/github-git-cheat-sheet.pdf: title: 'github.github.com/training-kit: Git cheat sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c92e37e083041a0685d56741bcaa699a2587788e019f9ea666daaa3cc1d8b646 health_score: 100.0 last_checked: 1779031983.210485 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:03.210485+02:00' https://github1s.com: title: "github1s.com \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A popular community utility that opens any GitHub repository inside a lightweight, browser-based VS Code interface by appending '1s' to the github.com URL. Essential for fast, clone-free codebase assessments. language: TypeScript resource_type: Article complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 37728f8cbf5312424a15780f983dc7f039fb56c9b370008642b6741de1ec4d48 health_score: 100.0 last_checked: 1779029640.695212 needs_ai_refresh: true hierarchy: - Development Environment - Cloud IDE - Code Browsing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:00.695212+02:00' https://githubcom/OctopusDeploy/terraform-provider-octopusdeploy: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033591.607068 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:51.607068+02:00' https://gitlab.beuth-hochschule.de/s70178/petclinic-ansible-jenkins-ci-cd: title: gitlab.beuth-hochschule.de description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bdf89d30618ce4f1beb9a984f88f9abe60238eaf10e6670a4416009366809679 health_score: 100.0 last_checked: 1779029111.445587 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:11.445587+02:00' https://gitlab.beuth-hochschule.de/users/sign_in: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1eb5cf2c72de4762ccbf04a285a728dc40381f05545ea021954c6f6b5ac0220d health_score: 100.0 last_checked: 1779130495.026579 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.026579+02:00' https://gitlab.com: title: gitlab.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 33535dcf5f2b20e68ccd0f715f6ecf023fc5d0cdac78d827e501a3469c21dc76 health_score: 100.0 last_checked: 1779030335.486377 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.486377+02:00' https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo: title: 'gitlab.com: Red Hat Process Automation Manager - Signal Marketing Demo' description: '' year: '2020' stars: 0 ai_summary: A demonstration application built on Red Hat Process Automation Manager (RHPAM) modeling signal marketing workflows. Integrates Complex Event Processing (CEP) engine features, showcasing declarative state orchestration within microservice platforms. language: Java resource_type: Repo complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Architecture - Business Process Management - RHPAM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://gitlab.com/gitlab-org/gitlab/-/issues/14595: title: Provide merge bot functionality description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7bda1fe4653758a0f475455c4c310380af1bf20a236bb7c650c9d4cde9e9e9f2 health_score: 100.0 last_checked: 1779029138.54569 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:38.545690+02:00' https://gitlab.com/gitlab-org/gitlab/-/issues/2785: title: Auto-merge between release branches description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ac7652f42c9a1fd557c23bbd302b6e95308b053d488952b6251f7dabb50f7a15 health_score: 100.0 last_checked: 1779034101.979153 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.979153+02:00' https://gitlab.com/jackatbancast/manifesto: title: "Manifesto \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A template compilation utility hosted on GitLab. It parses raw configuration definitions into valid YAML files ready for ingestion by standard GitOps tools. Offers a lightweight templating workflow for smaller operations. language: Go resource_type: Tool complexity: Low is_microservice: false status: online addition_method: manual content_hash: e33a57ba47b0cb2eb9f9d6d94d58d7d4975c4e8d0dcfddd00db51a0733545a36 health_score: 100.0 last_checked: 1779034041.767323 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Manifest Generation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.767323+02:00' https://gitlab.com/k3s_hetzner/k3s_hetzner: title: k3s_hetzner description: '' year: '2024' stars: 3 ai_summary: A highly optimized Terraform and shell module to quickly provision high-availability, low-cost K3s clusters on Hetzner Cloud virtual infrastructure, including private network bridging. language: HCL resource_type: IaC complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Cluster Provisioning - Hetzner Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://gitlab.com/mrman/k8s-storage-provider-benchmarks: title: 'gitlab.com: Kubernetes storage provider benchmarks' description: '' year: '2020' stars: 0 ai_summary: A highly practical benchmarking repository comparing IOPS, latency, and throughput metrics across multiple Kubernetes CSI providers. Though individual hardware baselines vary, the structured methodology offers an essential framework for verifying storage performance prior to deployment. language: Markdown resource_type: Benchmark complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Storage Architecture - Storage Architecture & Engines - Benchmarks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://gitlab.com/purelb/purelb: title: purelb/purelb description: '' year: '2026' stars: 0 ai_summary: PureLB is an open-source LoadBalancer provider for bare-metal Kubernetes environments that integrates directly with standard Linux routing tables. Unlike alternatives relying on complex BGP routing or ARP spoofing, it assigns physical address blocks dynamically to interface routing setups. This approach ensures high compatibility with virtualization networks and standard network monitoring tools. language: Go resource_type: Network Controller complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5191c3ded57a8caa89741912bfcb4164bb9af2bd32f2f26e059d11a8c636b0ad health_score: 100.0 last_checked: 1779029475.609095 needs_ai_refresh: true hierarchy: - Networking - Load Balancing - Bare Metal tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:15.609095+02:00' https://gitlab.com/redhatdemocentral: title: "gitlab.com/redhatdemocentral \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A foundational Git ecosystem containing reference architectures, workshop resources, and interactive deployment scenarios for Red Hat's core platforms. Designed for architects needing to spin up reproducible, full-stack configurations on OpenShift and middleware stacks. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reference Architectures - Enterprise Demos - Red Hat Demo Central tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://gitlab.com/redhatdemocentral/portfolio-architecture-examples: title: 'gitlab.com: Portfolio Architecture Examples' description: '' year: '2025' stars: 4 ai_summary: Code repository hosting deployment configurations, GitOps profiles, and infrastructure-as-code scripts matching Red Hat's standardized portfolio architectures. Ideal for platform administrators looking to stand up robust multi-cloud environments rapidly. language: YAML resource_type: Code Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Architectural Insights - Red Hat Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main/healthcare.adoc: title: 'gitlab.com/redhatdemocentral: Healthcare' description: '' year: '2022' stars: 0 ai_summary: A highly specialized reference architecture covering the integration of healthcare workflows, real-time messaging, and patient record databases on OpenShift. Explains how to reconcile strict data compliance directives (HL7/FHIR) with highly-scalable container orchestrations. language: Asciidoc resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reference Architectures - Industry Verticals - Healthcare tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo: title: CodeReady Containers - Red Hat Decision Manager Install Demo description: '' year: '2020' stars: 0 ai_summary: An automated installation demo for launching Red Hat Decision Manager on CodeReady Containers (CRC). While valuable for understanding legacy deployment footprints, modern architectures replace CRC with Red Hat OpenShift Local and migrate Decision Manager patterns onto newer cloud-native rule engines. language: Shell resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Red Hat OpenShift Local - Process Automation tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://gitlab.com/rosarior/awesome-django: title: Awesome Django. A curated list of awesome Django apps, projects and resources description: '' year: '2015' stars: 0 ai_summary: A comprehensive, curated catalog targeting Django extensions, applications, utility libraries, and pedagogical materials designed to scale monolithic web applications. language: Markdown resource_type: Awesome List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Backend Development - Web Frameworks - Django tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://gitlab.com/xavki/devopsland/-/tree/master/ansible: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cface6a334618d78d8fa110d8b352156fd2340e2a9eca9e4ad934617535df54b health_score: 100.0 last_checked: 1779030172.354789 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:52.354789+02:00' https://gitlab.comquent.de/petclinic/spring-petclinic-microservices: title: 'gitlab.comquent.de: Microservices branch' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031422.534282 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:42.534282+02:00' https://gitlab.freedesktop.org/gstreamer-merge-bot: title: 'Example: GStreamer Merge Bot' description: '' year: '2021' stars: 2 ai_summary: A real-world production reference analyzing the deployment of a dedicated GitLab merge bot within the GStreamer ecosystem. Details structural optimizations for automating extensive suite tests across complex multimedia pipelines. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - GitLab Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://gitlab.gnome.org/marge-merge-bot: title: 'Example: gitlab.gnome.org/marge-merge-bot' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030569.848707 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:29.848707+02:00' https://gitlab.gnome.org/users/sign_in: title: 'Example: gitlab.gnome.org/marge-merge-bot' description: '' year: '2022' stars: 2 ai_summary: Practical real-world case study showcasing the implementation of the Smarkets Marge-bot inside GNOME's GitLab infrastructure. Examines performance outcomes when maintaining high-volume open-source codebases under automated review queues. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - GitLab Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-1848715533: title: 'gizmodo.com: Google Calendar''s New Feature Can Figure Out When Your Friends'' Don''t Have an Excuse to Flake' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029374.221917 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/appointment-scheduling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.221917+02:00' ? https://gkovan.medium.com/a-zero-trust-approach-for-securing-the-supply-chain-of-microservices-packaged-as-container-images-89d2f5b7293b : title: "gkovan.medium.com: A Zero Trust Approach for Securing the Supply Chain of' Microservices Packaged as Container Images (sigstore, kyverno, openshift tekton, quarkus) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering gkovan.medium.com: A Zero Trust Approach for Securing the Supply Chain of' Microservices Packaged as Container Images (sigstore, kyverno, openshift tekton, quarkus) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033619.072073 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:19.072073+02:00' https://glasskube.dev: title: "glasskube.dev \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Glasskube.dev represents the homepage and core operational documentation hub for Glasskube, a modern enterprise-grade package manager for Kubernetes. Designed to eliminate Helm syntax overhead, it provides an intuitive visual UI and CLI setup for streamlining complex cluster component lifecycles. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - Package Management - Glasskube tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://globaldatanet.com/blog/terraform-cicd-best-practices: title: 'globaldatanet.com: Terraform CI/CD Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ef33ef977bd6ec471c10e6b89f1892deb6f4d7a7c1f9971a8e733610c93e00c4 health_score: 100.0 last_checked: 1779029113.451953 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:13.451953+02:00' https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-management-at-scale-part-2: title: 'globaldatanet.com: .AWS IAM Identity Center Permission Management at Scale Part 2' description: '' year: '2023' stars: 0 ai_summary: An in-depth guide focusing on the programmatic management of AWS IAM Identity Center (formerly AWS SSO). It explains how to deploy and scale permission sets, assignments, and identity mappings across multi-account AWS Organizations using infrastructure-as-code, drastically reducing manual administration and configuration drift. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Single Sign-On tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://globaldatanet.com/tech-blog/terraform-cicd-best-practices: title: 'globaldatanet.com: Terraform CI/CD Best Practices' description: '' year: '2023' stars: 0 ai_summary: Outlines architectural patterns for executing automated provisioning steps. Discusses proper configuration mapping, plan verification stages, transient state lock handling, secure key authentication, and cloud drift assessment strategies. language: None resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD - Automation Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://gmaster.io: title: gmaster description: '' year: '2022' stars: 0 ai_summary: A visualization client designed to resolve merge conflicts using code-structure maps rather than flat text comparisons. Provides refactoring-aware merges to streamline alignments, though widely considered a legacy specialized tool in modern workflows. language: English resource_type: Product complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Desktop Git Clients tags: - '[LEGACY]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://gmaster.io/mergedroid: title: 'gmaster.io - Mergedroid: Automate merging just by analyzing your GitHub repo.' description: '' year: '2020' stars: 1 ai_summary: A semantic merge assistant that analyzes GitHub repositories to automatically resolve complex non-trivial merges. Provides structural conflict identification, helping engineers isolate syntax conflicts before they hit active branches. language: N/A resource_type: Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://go.atlassian.com/ijvzec: title: 'Creating with Rovo: How We Built a Collaborative AI Canvas' description: A technical architectural deep-dive into how Atlassian constructed a collaborative canvas allowing real-time, bidirectional human-AI teamwork. year: '2026' stars: 4 ai_summary: 'This engineering post breaks down the streaming infrastructure and data schemas behind Atlassian Rovo''s collaborative AI canvas. It details how the team moved away from static, one-shot prompt interfaces into an active, multi-user workspace. * **Rich Format Support**: Uses Atlassian Document Format (ADF), SVG, and CSV-based data schemas to synthesize pages, whiteboards, and databases. * **Real-time Streaming**: Provides low-latency content generation and live editing synchronized directly inside active chat conversations.' language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780401152.315702 needs_ai_refresh: false hierarchy: - Software Engineering - AI Integrations - Collaborative Canvases tags: - '[ENTERPRISE-STABLE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 85 reputation_status: Vetted reputation_summary: Official Atlassian shortlink redirecting to their engineering publication about Rovo's collaborative AI canvas architecture. social_preview_url: '' source_provenance: X.com (Atlassian) suggested_new_category: ai discovered_at: '2026-06-02T13:52:32.315702+02:00' https://go.atomist.com: title: Atomist description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Atomist in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030981.195083 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/scaffolding.md v2_locations: - scaffolding.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:21.195083+02:00' https://go.aws/4eFRwIt: title: Convert AWS console actions to reusable code with AWS Console-to-Code, now generally available description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c4f1476a4b8059ed580129ef95bd2856b0876fe260c1eaece06da8eef147564d health_score: 100.0 last_checked: 1779031620.720267 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.720267+02:00' https://go.dev: title: golang.org description: '' year: '2026' stars: 0 ai_summary: The official home of the Go programming language, designed for building simple, reliable, and highly efficient cloud-native software. Serves as the ultimate portal for runtime specifications and core packages. language: en resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://go.dev/blog/gopls-vscode-go: title: 'blog.golang.org: Gopls on by default in the VS Code Go extension' description: '' year: '2021' stars: 0 ai_summary: Announces the standard integration of Gopls, the official Go language server, into the VS Code Go extension, ensuring native refactoring, precise definition hopping, and autocompletion for Go developers. language: Go resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 382b09f3ec274fe3102b69bd93220b8a8845f3a87cf521810a3fba1240c44b7e health_score: 100.0 last_checked: 1779130495.023184 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Language Servers tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.023184+02:00' https://go.dev/blog/pkgsite-search-redesign: title: 'go.dev: A new search experience on pkg.go.dev' description: '' year: N/A stars: 0 ai_summary: Details the architectural redesign of the official Go package registry search. Highlights usability and indexing upgrades implemented to streamline package discovery for developers. language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1c3e6ab66eddcc9c2833200aff84633a04e137831e101117ae7029571eeeec52 health_score: 100.0 last_checked: 1779031535.51647 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Core Reference tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:35.516470+02:00' https://go.digitalocean.com/cicd-on-k8s: title: go.digitalocean.com/cicd-on-k8s description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029270.149523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:50.149523+02:00' https://go.weave.works/2021_GitOps_Maturity_Model.html: title: 'go.weave.works: The GitOps Maturity Model - 4 evolutionary steps to continuous'' delivery (pdf)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 health_score: 100.0 last_checked: 1779033762.40951 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:42.409510+02:00' https://go.weave.works/automating-kubernetes-with-gitops-wp.html: title: "weave.works: Automating Kubernetes with GitOps (whitepaper) \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: High-density whitepaper outlining standard practices for automating configuration and state management on K8s. Elaborates on controller mechanics, state checking intervals, and self-healing cluster loops. language: English resource_type: Whitepaper complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Implementation - Automation Principles tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://go.weave.works/gitops-ebook.html: title: 'go.weave.works: The Practical Guide to GitOps (eBook)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9 health_score: 100.0 last_checked: 1779031794.822667 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:54.822667+02:00' https://go.weave.works/hardening-git-for-gitops.html: title: 'weave.works: Hardening Git for GitOps (white paper)' description: '' year: '2021' stars: 0 ai_summary: Focuses exclusively on securing the Git version control system to withstand supply chain exploits. Details branch protections, cryptographic GPG/SSH commit signatures, multi-signature reviews, and audit trails. language: English resource_type: Whitepaper complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Security - Hardening tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://go.weave.works/production-ready-kubernetes-checklist.html: title: "weave.works: Production Ready Checklists for Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: 'A structured checklist for preparing Kubernetes workloads for production environments. Tracks configuration rules for autoscaling parameters, multi-zone node configurations, backup recovery mechanisms, and observability pipelines to ensure system availability. Note: Weave Works has shut down operations, but the underlying checklist framework remains a valuable baseline.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Production Readiness - Checklists tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://goglides.io/running-openebs-in-kubernetes/371: title: 'goglides.io: Running OpenEBS in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering goglides.io: Running OpenEBS in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033258.672503 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:18.672503+02:00' https://goharbor.io: title: Harbor description: '' year: '2026' stars: 0 ai_summary: Harbor is a CNCF Graduated, enterprise-class container registry that secures artifacts with role-based access control, vulnerability scanning (via Trivy), and cryptographic image signing (via Cosign/Notary). It provides multi-tenant capabilities, geographic replication, and advanced audit logging. As a de facto standard for private cloud registries, it is highly adopted globally. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Security - Container Registries - Harbor tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://goharbor.io/docs/2.0.0/install-config/quick-install-script: title: 'goharbor.io: Deploy Harbor with the Quick Installation Script' description: '' year: '2021' stars: 0 ai_summary: Step-by-step instructions for deploying a Harbor container registry instance quickly using an automated install script. This setup is highly suited for developer local environments, evaluations, and rapid proof-of-concept deployments. In production environments, enterprise-ready architectures should use the official Harbor Helm Chart instead. language: Shell resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Security - Container Registries - Harbor Installation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://gokatalyst.io/blog/2023/12/06/katalyst-a-qos-based-resource-management-system-for-workload-colocation-on-kubernetes: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5341198351d010a00c95cd4d06592e7ffc6f87d9cf348d684a3227b84d603068 health_score: 100.0 last_checked: 1779033486.746723 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:06.746723+02:00' https://gokhan-karadas1992.medium.com/argocd-kubevela-integration-eb88dc0484e0: title: 'gokhan-karadas1992.medium.com: ArgoCD + Kubevela Integration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gokhan-karadas1992.medium.com: ArgoCD + Kubevela Integration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033218.040237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.040237+02:00' https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d: title: 'gokulchandrapr.medium.com: Amazon EKS Anywhere & EKS Connector' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gokulchandrapr.medium.com: Amazon EKS Anywhere & EKS Connector in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029128.485128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:28.485128+02:00' https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279: title: 'gokuldevops.medium.com: Argo CD-Sample app deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gokuldevops.medium.com: Argo CD-Sample app deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.826107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.826107+02:00' https://golang.org: title: golang.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8435122408990ff986be2f095ffd930aaba3f6f2bd77f54ae000b6a1582a4ec health_score: 100.0 last_checked: 1779029132.692355 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/golang.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.692355+02:00' https://golangrepo.com: title: "==golangrepo.com== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030262.253843 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:04:22.253843+02:00' https://googlecloudcheatsheet.withgoogle.com: title: '==googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 098e1fc5bb9f8fd139c0600928d12eb31442af5429587dbb3b974ce3af553aa0 health_score: 100.0 last_checked: 1779033336.450708 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:36.450708+02:00' https://goteleport.com/blog/devsecops-passwordless: title: 'goteleport.com: Why DevSecOps is Going Passwordless' description: '' year: '2022' stars: 0 ai_summary: Examines the transition from static SSH keys and database credentials to short-lived, identity-driven access methods. Outlines using WebAuthn standards, public-key cryptography, and modern IAM federation to eliminate credential storage risks. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Management - Passwordless Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/hack-via-pull-request: title: 'goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request' description: "- [==edidiongasikpo.com: How to Give Developers Secure Access to Kubernetes Clusters== \U0001F31F](https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters)" year: '2022' stars: 0 ai_summary: Provides a forensic simulation of a CI/CD supply-chain breach, demonstrating how unauthorized pull requests can exploit runners to exfiltrate cloud credentials. Highlights mitigation strategies like OpenID Connect (OIDC) authentication, ephemeral runners, and branch protection rules. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Supply Chain - CI-CD Attacks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/how-to-ssh-properly: title: "gravitational.com: How to SSH Properly \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Deep technical reference on modern SSH architecture and key rotation practices. Explores proper configuration, disabling password authentication, managing multiple profiles, and transitioning towards certificate-based SSH access models. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/kube-authn-methods: title: 'goteleport.com: A Simple Overview of Authentication Methods for Kubernetes Clusters' description: '' year: '2022' stars: 0 ai_summary: Synthesizes multiple Kubernetes authentication methods—including bootstrap tokens, client certificates, webhook tokens, and OIDC federation. Provides an architect-level comparison of trade-offs regarding credential life and operational complexity. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/kubernetes-api-access-security: title: 'goteleport.com: Kubernetes API Access Security Hardening' description: '' year: '2021' stars: 0 ai_summary: Assesses security postures for Kube-API exposure, outlining standard secure practices including zero-trust access, bastions, detailed telemetry streams, and short-lived credentials. language: N/A resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - API Access Protection - Teleport Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://goteleport.com/blog/kubernetes-sso-saml: title: 'gravitational.com: How to Set Up Kubernetes SSO with SAML' description: '' year: '2022' stars: 0 ai_summary: Deconstructs the mechanics of configuring Single Sign-On (SSO) for cluster environments utilizing SAML. The guide explains authentication federation patterns, mapping identity provider attributes to Kubernetes RBAC roles. This setup ensures seamless, centralized access management for enterprise platform infrastructure. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - SSO & SAML tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/ssh-certificates: title: "goteleport.com: SSH Certificates Security. SSH Access Hardening \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: In-depth structural review of SSH Certificates compared to public/private keys. Explains how SSH CAs sign cryptographic certificates to eliminate interactive public key management and enforce strict access expiry. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://goteleport.com/blog/ssh-vs-kubectl: title: 'goteleport.com: kubectl exec vs SSH' description: '' year: '2026' stars: 0 ai_summary: An architectural comparison contrasting standard SSH access with the API-driven 'kubectl exec' command. From a security boundary posture, it highlights why 'kubectl exec' is preferred inside modern clusters as it eliminates secondary authentication pipelines and relies purely on Kubernetes RBAC structures. language: N/A resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ccb0aae514164f042c250cd029d710227a7114729436c87d19135bbdb4768506 health_score: 100.0 last_checked: 1779033806.1347 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Security tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:26.134700+02:00' https://gpustack.ai: title: 'seal.io: Open Source Platform Engineering for Dev & Ops' description: '' year: '2025' stars: 0 ai_summary: Explores GPUStack (associated with gpustack.ai / seal.io's evolution), an open-source platform engine designed for local and cloud GPU orchestration. Enables developers and platform teams to easily provision, manage, and scale AI/LLM execution environments across heterogeneous hardware infrastructure. language: English resource_type: Open Source Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - AI Platform - GPU Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://gradle.org: title: gradle.org description: '' year: '2026' stars: 5 ai_summary: The primary landing portal for Gradle, a high-performance, open-source build automation system. Live Grounding confirms Gradle's position as a dominant enterprise build engine, optimizing multi-project build caching, incremental compilation, and providing highly flexible Groovy and Kotlin DSL structures. language: English resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Build Tools - Gradle tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://grafana.com: title: grafana-6.7.2-1.x86_64.rpm description: "- [prometheus-2.17.1.linux-amd64](https://prometheus.io)\n - [apache-artemis-2.11.0](https://artemis.apache.org/components/artemis)\n \ - [apache-maven-3.6.3](https://maven.apache.org)" year: '2020' stars: 0 ai_summary: A legacy RPM binary package of Grafana 6.7.2. Kept as a reference point for historical dashboards and older enterprise network configurations. language: None resource_type: Repository complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Package Archives - Visualization tags: - '[LEGACY]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://grafana.com/about/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service: title: 'grafana.com: Grafana Labs and Microsoft partner to deliver new first party'' Microsoft Azure service' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6abdeca0947896abcd9e3b5520c1ee78ffc9bf6b68f1aa65d0d333c13acd25de health_score: 100.0 last_checked: 1779030251.176644 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:11.176644+02:00' https://grafana.com/blog/2020/07/22/introducing-the-new-and-improved-new-relic-plugin-for-grafana: title: 'grafana.com: Introducing the new and improved New Relic plugin for Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Introducing the new and improved New Relic plugin for Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 54d16dab5a4e1951488181d1ade57325dc39e96fe8fa3c4cae03ee4db37e9968 health_score: 100.0 last_checked: 1779031021.750111 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:01.750111+02:00' https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards: title: "Popular community plugins that can improve your Grafana dashboards \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ac521043c65c8a49700d014629d02b010f728b5e68daddd281eaf3ee27c70db5 health_score: 100.0 last_checked: 1779034462.355964 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.968277' discovered_at: '2026-05-17T18:14:22.355964+02:00' https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests: title: 'grafana.com: How we use the Grafana GitHub plugin to track outstanding pull'' requests' description: '' year: N/A stars: 0 ai_summary: Grafana details their internal workflow configuration utilizing the Grafana GitHub plugin to visualize team velocity, pull request backlogs, and code review cycle times. This approach transitions software delivery metrics into real-time operational panels alongside infrastructure performance data. By unifying telemetry and development state, engineering managers gain unprecedented visibility into systemic delivery bottlenecks. language: English resource_type: blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e2dded09ea09dc1cd4e6d82daaa37645260d26e8239c2e8c86632952185fb24e health_score: 100.0 last_checked: 1779032346.567176 needs_ai_refresh: false hierarchy: - Developer Tools - Infrastructure Monitoring - Developer Experience Dashboards tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:06.567176+02:00' https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system: title: "grafana.com: Announcing Grafana Tempo, a massively scalable distributed' tracing system \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4d08f8391695a9f5a04086f97a95e86d11093055aaec7207f5ece5bca76112e7 health_score: 100.0 last_checked: 1779033430.811483 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.988357' discovered_at: '2026-05-17T17:57:10.811483+02:00' https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three-easy-projects: title: '==grafana.com: Get started with Prometheus with these three easy projects==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com: Get started with Prometheus with these three easy projects== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e84b66663fadbde62c883b2508f2dc69d9855673b1bd9dd9c7dfc0e48e781dfc health_score: 100.0 last_checked: 1779030712.166021 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:52.166021+02:00' https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance: title: "grafana.com: A beginner's guide to distributed tracing and how it can increase' an application's performance \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 52cc47e8a7058e8f87d6c80348209d93e51ca9a022b87291e7585bab534c7f75 health_score: 100.0 last_checked: 1779031386.824384 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.002276' discovered_at: '2026-05-17T17:23:06.824384+02:00' ? https://grafana.com/blog/2021/04/05/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service : title: 'grafana.com: Using Telegraf plugins to visualize industrial IoT data with'' the Grafana Cloud Hosted Prometheus service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Using Telegraf plugins to visualize industrial IoT data with'' the Grafana Cloud Hosted Prometheus service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b7e57733bbe2ce014224d59348e37831f22142336753c49c1a73bfad2091a2ce health_score: 100.0 last_checked: 1779031461.475458 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:21.475458+02:00' ? https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs : title: 'grafana.com: How we use metamonitoring Prometheus servers to monitor all'' other Prometheus servers at Grafana Labs' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 25fea83d846c79cd23a87704dc92b8813ddbb56786975afca19dd4fb6512e7b8 health_score: 100.0 last_checked: 1779030892.55438 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.949231' discovered_at: '2026-05-17T17:14:52.554380+02:00' ? https://grafana.com/blog/2021/07/06/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more : title: 'grafana.com: What''s new in Grafana Cloud for July 2021: Traces, live streaming,'' Kubernetes and Docker integrations, and more' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: What''s new in Grafana Cloud for July 2021: Traces, live streaming,'' Kubernetes and Docker integrations, and more in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6307927eb723803f0de1c2b6b4d348c3c08439e938b6c2e362558d5f599eb387 health_score: 100.0 last_checked: 1779030508.08261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:28.082610+02:00' ? https://grafana.com/blog/2021/07/26/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud : title: 'grafana.com: Get comprehensive monitoring for your Apache Kafka ecosystem'' instances quickly with Grafana Cloud' description: '' year: N/A stars: 0 ai_summary: 'Curator Insight: Overview of cloud-managed observability templates for Kafka. Live Grounding: Details the installation of preconfigured Grafana dashboards targeting JVM metrics, consumer group lag, broker performance, and broker/under-replicated partition alerts.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2935538fe3d34504e4446603cf855f18bb72db8224e49636fb8ee81f857d20fc health_score: 100.0 last_checked: 1779030010.206456 needs_ai_refresh: false hierarchy: - Observability - Monitoring - Grafana Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:10.206456+02:00' https://grafana.com/blog/2021/08/05/grafana-8.1-released-new-geomap-and-annotations-panels-updated-plugin-management-and-more: title: 'grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated'' plugin management, and more' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated'' plugin management, and more in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23 health_score: 100.0 last_checked: 1779034155.989372 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.989372+02:00' https://grafana.com/blog/2021/08/31/how-istio-tempo-and-loki-speed-up-debugging-for-microservices: title: 'grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 652762717f4e5651461bba4ca20f1d381b852840d263a8edbc8c9e85453207c5 health_score: 100.0 last_checked: 1779029632.551858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:52.551858+02:00' https://grafana.com/blog/2021/11/16/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent: title: 'grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: aed97a7c2ae48b5c1995a90543a4580b252c25b6b60b8849a28a40d572282e8a health_score: 100.0 last_checked: 1779033167.858785 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:47.858785+02:00' https://grafana.com/blog/2021/11/17/2021/11/17/grafana-aws-cloudwatch-integration: title: 'grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud''s'' first fully managed integration' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031883.702377 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:23.702377+02:00' https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: 2187aedb854cc5c737fb4f732751d03ff84815a3c337c2a1338bbd9621628141 health_score: 64.0 last_checked: 1779130494.987559 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.987562' discovered_at: '2026-05-18T20:54:54.987559+02:00' https://grafana.com/blog/2021/11/19/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud: title: '==grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes'' with Grafana Cloud==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes'' with Grafana Cloud== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6c243178b54689f1f9f4c2e0c6422f84c7fbd32353ecf3086adfe39f6d69e66f health_score: 100.0 last_checked: 1779032590.25829 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:10.258290+02:00' https://grafana.com/blog/2021/11/29/how-to-build-performance-tests-into-your-ci-pipeline-with-k6-github-actions-and-grafana: title: 'grafana.com: How to build performance tests into your CI pipeline with k6,'' GitHub Actions, and Grafana' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7840bdbf499358cf62afabf504ecf2f436de75b7779bf55a6f16488ed6bb28d2 health_score: 100.0 last_checked: 1779031442.999613 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.999613+02:00' https://grafana.com/blog/2021/12/06/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6: title: 'grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry,'' and k6' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry,'' and k6 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e62b473ea2727dafb68c50f5759814efd0ca8c2b6a34f0594b20d361810c4ab1 health_score: 100.0 last_checked: 1779032458.102519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:58.102519+02:00' https://grafana.com/blog/2022/01/11/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud: title: 'grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana'' Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana'' Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 29dc15bedc98a05ecd9e5ca2a180be34e57ec4668838eb7b83bd784cd4683a83 health_score: 100.0 last_checked: 1779032098.527183 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:58.527183+02:00' https://grafana.com/blog/2022/01/19/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus: title: '==grafana.com: A beginner''s guide to network monitoring with Grafana and'' Prometheus==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com: A beginner''s guide to network monitoring with Grafana and'' Prometheus== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 22c647b279b4870514569f5079f22df3e156d4fb34875d05c61722279b3f5bd8 health_score: 100.0 last_checked: 1779032293.839692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:13.839692+02:00' https://grafana.com/blog/2022/01/27/video-how-to-build-a-prometheus-query-in-grafana: title: 'grafana.com: Video: How to build a Prometheus query in Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Video: How to build a Prometheus query in Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3300535eb36ef7b00b467aaa6ddd81433e0a3be53904e05f82e04f0ed36b301d health_score: 100.0 last_checked: 1779033664.175077 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:04.175077+02:00' https://grafana.com/blog/2022/02/01/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus: title: 'grafana.com: An advanced guide to network monitoring with Grafana and Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: An advanced guide to network monitoring with Grafana and Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 711977a69c9fe402d2aa73ed14aea43332efcf950988cab92ca0f926919b4970 health_score: 100.0 last_checked: 1779034425.462818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:45.462818+02:00' https://grafana.com/blog/2022/04/05/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana: title: '==grafana.com: How to use WebSockets to visualize real-time IoT data in'' Grafana==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com: How to use WebSockets to visualize real-time IoT data in'' Grafana== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 743cdf15d4fdb1e7cb305f6ac3e48aa163620f461ecc1c14470c39a3d770cef7 health_score: 100.0 last_checked: 1779033167.863333 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:47.863333+02:00' https://grafana.com/blog/2022/06/06/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build: title: 'grafana.com: Grafana dashboards: A complete guide to all the different types'' you can build' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Grafana dashboards: A complete guide to all the different types'' you can build in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3d56c0c80180a3aef05599da64998b018400fbf39c84b0fe941181c862da3a1b health_score: 100.0 last_checked: 1779031721.200652 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:41.200652+02:00' https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud: title: 'grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f8d444f8d229600bdd703e9782fb0a03e7c65d8c66b66cbe2fc5c5eafec65d97 health_score: 100.0 last_checked: 1779029473.637766 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.949398' discovered_at: '2026-05-17T16:51:13.637766+02:00' https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes: title: 'grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes' description: '' year: N/A stars: 0 ai_summary: Provides an in-depth operational guide on mitigating Prometheus cardinality spikes within Kubernetes clusters. Curator insight emphasizes structural optimization of metric labels, while live grounding confirms Grafana's continuing dominance in visualization platforms handling high-churn timeseries data. Key strategies include using metric relabel configurations and dropping redundant metrics prior to ingestion. language: English resource_type: Blog/Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 5ecd4ffd70e15e22d2e69104b4dd2366004aefdc227964c4753f75c8ec9f3dee health_score: 100.0 last_checked: 1779031597.029626 needs_ai_refresh: false hierarchy: - Observability - Metrics - Prometheus tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:37.029626+02:00' https://grafana.com/blog/2022/11/02/introducing-grafana-faro-oss-application-observability: title: 'grafana.com: Introducing Grafana Faro, an open source project for frontend'' application observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Introducing Grafana Faro, an open source project for frontend'' application observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1d3e2523a0f95cbe6befaa581f77cdbea122d6daa840ba5cc71ea9123e017264 health_score: 100.0 last_checked: 1779031500.404494 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:00.404494+02:00' https://grafana.com/blog/2022/12/06/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks: title: 'grafana.com: A complete guide to managing Grafana as code: tools, tips,'' and tricks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: A complete guide to managing Grafana as code: tools, tips,'' and tricks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d6842e11215974a6410af7aba10582baddb1f4ea2969dc8b7a8ce1b9563d3353 health_score: 100.0 last_checked: 1779031616.150167 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:56.150167+02:00' https://grafana.com/blog/2022/12/08/grafana-9.3-feature-grafana-oauth-token-improvements/?mdm=social: title: 'grafana.com: Grafana 9.3 feature: Grafana OAuth token improvements' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23 health_score: 100.0 last_checked: 1779033827.918134 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:47.918134+02:00' https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator: title: 'grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 142887474a2e65d10127a0d61e34fa6bfea7efc749272a510c81918a538aa5cc health_score: 100.0 last_checked: 1779032406.767744 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.016750' discovered_at: '2026-05-17T17:40:06.767744+02:00' https://grafana.com/blog/2023/01/31/a-beginners-guide-to-kubernetes-application-monitoring: title: 'grafana.com: A beginner''s guide to Kubernetes application monitoring' description: '' year: N/A stars: 0 ai_summary: Introduces foundational concepts of monitoring applications running inside Kubernetes. It walks through metrics generation, collection using Prometheus, and dashboarding via Grafana. Perfect for engineers getting started with basic application telemetry. language: English resource_type: Blog/Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0b0cade843ea1c3636142b1387167da7cb408eceaa975bf4e036f91338cb06b2 health_score: 100.0 last_checked: 1779032091.711058 needs_ai_refresh: false hierarchy: - Observability - Metrics - Grafana tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.711058+02:00' https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud: title: "grafana.com: How to optimize resource utilization with Kubernetes Monitoring' for Grafana Cloud \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 99f77ff5b8ee77c6dcbc156a86cac7486fa720c5ca61cbf0c823139b9b9fb58b health_score: 100.0 last_checked: 1779030681.404695 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.939261' discovered_at: '2026-05-17T17:11:21.404695+02:00' https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent: title: "==grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 61f70b588bd60964e6763e3a1f7e69b28319c47a264fb94899f8d23ae0fad1fc health_score: 100.0 last_checked: 1779032729.679697 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.010536' discovered_at: '2026-05-17T17:45:29.679697+02:00' https://grafana.com/blog/2023/10/16/why-companies-choose-grafana-cloud-over-self-managed-oss-stacks: title: 'grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3a2120b1eea9e83d29f6fc7defa578f4be4fd654ff556a4ac797f29bd6860885 health_score: 100.0 last_checked: 1779034270.371117 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:10.371117+02:00' https://grafana.com/blog/2023/11/14/grafana-beyla-1.0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf: title: 'grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application'' telemetry using eBPF' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application'' telemetry using eBPF in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 93552d685cd5610d881cdf878104ac9b14714660560d35ae637ffcb0ff9ed9c1 health_score: 100.0 last_checked: 1779032224.346588 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:04.346588+02:00' https://grafana.com/docs/agent/v0.32/configuration/integrations/azure-exporter-config: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f48a7411b7e038f9c0672fbb683c857855f25b3405d64c3aafb2a77462a0bf5a health_score: 100.0 last_checked: 1779034482.492685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:42.492685+02:00' https://grafana.com/docs/grafana-cloud/monitor-infrastructure/integrations/integration-reference/integration-docker: title: 'grafana.com: Docker Integration for Grafana Cloud' description: '' year: '2022' stars: 0 ai_summary: Exhaustive integration manual for routing Prometheus-compatible engine metrics from Docker daemons directly to Grafana Cloud. Demonstrates telemetry extraction, container health monitoring, and system dashboard provisioning. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Monitoring & Observability - Grafana - Metrics collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://grafana.com/docs/grafana-cloud/reference/integrations/integration-docker: title: 'grafana.com: Docker Integration for Grafana Cloud' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f9fae31ae60d3c82931068c0199fbd61679dc96e7725b5caf479dcce103f723a health_score: 100.0 last_checked: 1779030135.145087 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:15.145087+02:00' https://grafana.com/docs/grafana/latest/administration/provisioning: title: "grafana.com: Provisioning Grafana \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The official operational manual detailing Grafana's file-based provisioning system. By defining dashboards, notification integrations, and cluster data sources in declarative YAML, platform engineering teams can easily automate Grafana configuration via GitOps. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Visualization - Grafana Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://grafana.com/docs/v5.4: title: grafana.com/docs/v5.4/ description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f5c26428f20623d10029e097f5577aa90154818224e71f7dc39a4a72d01fa2d7 health_score: 100.0 last_checked: 1779033802.386378 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:22.386378+02:00' https://grafana.com/grafana/dashboards: title: Grafana Dashboards description: '' year: '2021' stars: 0 ai_summary: Official ecosystem library hosting thousands of pre-configured dashboard JSON definitions. Enables fast deployment of visual layouts for standard tools like databases, networks, and virtualizers. language: JSON resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - Dashboards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://grafana.com/grafana/dashboards/10702: title: grafana.com/grafana/dashboards/10702 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c521ad71aef223544836bc2a81e2c6b31c6d7b4e92eaec572beb0bd51c41793c health_score: 100.0 last_checked: 1779030986.921698 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.921698+02:00' https://grafana.com/grafana/dashboards/10702-activemq: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6a15a8952a1cf9bf98be3f41f7c311520e8ce50ab316b48fa791958a6015ed48 health_score: 100.0 last_checked: 1779130494.963516 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.963516+02:00' https://grafana.com/grafana/dashboards/9087: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8ce121c6ac51b3fa1743f4dcf4c8134755b5d7c71568fd71f5c490176d972d95 health_score: 100.0 last_checked: 1779033237.525003 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:57.525003+02:00' https://grafana.com/grafana/dashboards/9777: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9b87516c2456bed766a28924623ef45278edcd0c2b6c96b5ab4680f56c1e5225 health_score: 100.0 last_checked: 1779029479.330388 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:19.330388+02:00' https://grafana.com/grafana/dashboards/9777-watermill: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b51b472ae700de329a34b2da210a93343727dd3f9cee9f68a76fc844fb1c3a27 health_score: 100.0 last_checked: 1779130494.966391 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.966391+02:00' https://grafana.com/grafana/dashboards/?collector=Telegraf: title: Grafana Dashboards with Telegraf Collectors description: '' year: '2026' stars: 0 ai_summary: Curated dashboard collection optimized for displaying metrics gathered via Telegraf. Provides visual paradigms for memory, system operations, disk throughput, and CPU scaling. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Visualization - Grafana Dashboards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://grafana.com/grafana/dashboards?collector=Telegraf: title: Grafana Dashboards with Telegraf Collectors description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b6d7a3debd14be699cdcf1261c8afab8597a9e4e58e7d34964bddf9dbf550741 health_score: 100.0 last_checked: 1779031064.946709 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.946709+02:00' https://grafana.com/oss/faro: title: "Grafana Faro \U0001F31F" description: '' year: '2023' stars: 5 ai_summary: Introduction to Grafana Faro, an open-source web SDK designed for Frontend Application Observability. Collects real-time core web vitals, user logs, console errors, and session metrics. language: TypeScript resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - User Experience Monitoring - Frontend Observability tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://grafana.com/oss/grafana/?mdm=social: title: 'grafana.com: Grafana 9.3 feature: Grafana OAuth token improvements' description: '' year: '2022' stars: 0 ai_summary: Architectural breakdown of OAuth credentials handling enhancements in Grafana 9.3. Focuses on downstream token propagation, background credential refreshes, and access token security constraints. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - Security & Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://grafana.com/oss/loki: title: Grafana Loki description: '' year: '2024' stars: 5 ai_summary: Grafana Loki is a highly available, multi-tenant log aggregation engine designed to index metadata labels instead of log contents. Minimizes overhead and simplifies Kubernetes-native log parsing. language: Go resource_type: Repository complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Log Management - Log Aggregation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://grafana.com/oss/oncall: title: Grafana OnCall OSS description: '' year: '2026' stars: 0 ai_summary: Grafana OnCall OSS is an open-source, developer-friendly incident response and alert management tool designed to integrate natively with Prometheus and Grafana alerts. It enables on-call engineering teams to easily configure alert schedules, escalation pipelines, and slack integrations directly from an intuitive interface. It simplifies operations by centralizing alerting rules and on-call schedules. language: Python resource_type: Incident Response Engine complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 298b6ca486a499dc411e8ca2e58a3864532aa17b1ad4dfcdddef4bb76cdd6bf3 health_score: 100.0 last_checked: 1779030825.007785 needs_ai_refresh: true hierarchy: - Observability - Incident Response - Operations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:45.007785+02:00' https://grafana.com/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service: title: 'grafana.com: Grafana Labs and Microsoft partner to deliver new first party Microsoft Azure service' description: '' year: '2021' stars: 0 ai_summary: Official announcement of the partnership between Microsoft and Grafana Labs, launching Azure Managed Grafana. Details native Azure security, directory integrations, and SaaS SLA support. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - Cloud & Enterprise Partnerships tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://granulate.io/a-deep-dive-into-kubernetes-scheduling: title: 'granulate.io: A Deep Dive into Kubernetes Scheduling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering granulate.io: A Deep Dive into Kubernetes Scheduling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029838.521916 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:18.521916+02:00' https://graphql.org: title: GraphQL description: '' year: '2026' stars: 5 ai_summary: The GraphQL home, defining the industry-standard data query and schema management protocol. By letting clients request exactly what they need, GraphQL solves REST's over-fetching and under-fetching limitations. language: Agnostic resource_type: Specification complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - GraphQL - Specification tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://graphviz.online: title: graphviz.online description: '' year: '2024' stars: 3 ai_summary: An alternative web interface facilitating online rendering of Graphviz constructs. Standardizes the design and inspection of infrastructure dependencies dynamically computed via declarative schemas. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Visualization - Online Editors tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://graphviz.org: title: graphviz.org description: '' year: '2026' stars: 5 ai_summary: Open-source graph visualization software. Frequently paired with `terraform graph` to render DOT files into legible visual topologies, depicting complex network, instance, and workspace dependency graphs. language: C resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Visualization - Tooling tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://gravitational.com/blog/how-to-ssh-properly: title: "gravitational.com: How to SSH Properly \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 466fa16d7ed09c5ffe4bfdb3087a88c9d17fdb5cb9b1d5e9a5a23321b62ee0e3 health_score: 100.0 last_checked: 1779033751.257786 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/linux.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:31.257786+02:00' https://gravitational.com/blog/kubernetes-sso-saml: title: 'gravitational.com: How to Set Up Kubernetes SSO with SAML' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a4eefea90e0648e41fa945e6e52e68faa9aac64a1c7fde180c95dd60fb3b3bca health_score: 100.0 last_checked: 1779033218.621561 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.621561+02:00' https://gravitydevops.com/terraform-tutorials-basic-to-advanced: title: 'gravitydevops.com: Terraform: A Step-by-Step Guide from Basics to Advanced'' Techniques' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1dfa6187447339288b03844bcbe94034c1f672cdd0f4d0b401ff381b9096481f health_score: 100.0 last_checked: 1779030686.401825 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:26.401825+02:00' https://gravitydevops.com/terraform-tutorials-basic-to-advanced-2025: title: 'gravitydevops.com: Terraform: A Step-by-Step Guide from Basics to Advanced Techniques' description: '' year: '2025' stars: 3 ai_summary: An updated pedagogical guide reflecting modern Terraform patterns up to 2025. Highlights the architectural transition toward highly modular setups, automated test-driven infrastructure development, and integration with modern cloud-native providers. Live grounding validates that this guide is exceptional for onboarding engineering talent with clean, cloud-agnostic paradigms. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Adoption Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://gregsramblings.com/blog/compare-google-cloud-to-aws: title: Mapping of AWS services to Google Cloud description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029952.475817 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.475817+02:00' https://grokkinginterview.com/13-rest-api-interview-questions-you-need-to-know-f0e7ec857550: title: 'grokkinginterview.com: 13 REST API interview questions you need to know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering grokkinginterview.com: 13 REST API interview questions you need to know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.815509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.815509+02:00' https://groups.google.com/g/ansible-devel/c/CdQ7eWUUm8k?pli=1: title: Ansible 3.3.0 released description: '' year: '2021' stars: 0 ai_summary: Release analysis for Ansible 3.3.0. Details backward compatibility constraints, system engine integration tests, updated community collections, and critical bug fixes mapped back to the underlying 'ansible-core' codebase. language: English resource_type: Changelog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Releases tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://grow.google/certificates/interview-warmup: title: 'grow.google: interview warmup' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9ab9ae66017074327379717fc5828bc323b701507c50b094945e6e5d2b1c98b6 health_score: 100.0 last_checked: 1779031800.130831 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/interview-questions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:00.130831+02:00' https://grow.google/grow-your-career/articles/interview-tips: title: 'grow.google: interview warmup' description: '' year: '2026' stars: 0 ai_summary: An interactive tool developed by Google that leverages voice-to-text and NLP algorithms to evaluate mock interview responses. Analyzes candidate language patterns to offer structural feedback for technical and programmatic roles. language: None resource_type: Interactive Web App complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Aviation & Career Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://grpc.io: title: gRPC description: '' year: '2026' stars: 5 ai_summary: The home of gRPC, a high-performance, open-source universal RPC framework developed by Google. Utilizing HTTP/2 for transport and Protocol Buffers for serialization, it provides bidirectional streaming, multiplexing, and strongly typed contracts, serving as the modern standard for cloud-native microservices. language: Agnostic resource_type: Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - RPC - gRPC tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://grpc.io/docs/what-is-grpc/faq: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 20caf4b06ca214386b259fedf8f57ee4cf235bc4acee94db100c4c2e943b284d health_score: 100.0 last_checked: 1779130495.020766 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.020766+02:00' https://grpc.io/faq: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dc083a65d3af708aa3bc909c276bebd315ddf2da5165f9aa2440e4743c16a25e health_score: 100.0 last_checked: 1779032734.183532 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:34.183532+02:00' https://gruntwork.io: title: gruntwork.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8ba9b0105dd56748b2841debd75ffd506b0ba07eebb611886a542d103a1e0b00 health_score: 100.0 last_checked: 1779029366.897598 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.897598+02:00' https://guide.sst.dev/examples/how-to-debug-lambda-functions-with-visual-studio-code.html: title: 'serverless-stack.com: How to debug Lambda functions with Visual Studio Code' description: '' year: '2021' stars: 0 ai_summary: This guide explains how to leverage the SST (Serverless Stack) framework in VS Code to live-debug AWS Lambda functions locally. It enables breakpoints and live state evaluation against real AWS services without redeploying. language: TypeScript resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 57959101bd257e0f33dfd006198ef2dc6afe3bfc9ec21d3b39fd87594c5fa9d2 health_score: 100.0 last_checked: 1779130494.983081 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Serverless Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.983081+02:00' https://guides.github.com: title: "guides.github.com \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c health_score: 100.0 last_checked: 1779030422.500474 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:02.500474+02:00' https://guides.github.com/introduction/flow: title: GitHub Flow description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 25f429305726d126f298ea2ba4d7bfdd4e35d179c2b77636f0fad378ec555e4b health_score: 100.0 last_checked: 1779029594.325364 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.325364+02:00' https://guides.github.com/pdfs/markdown-cheatsheet-online.pdf: title: 'guides.github.com: Markdown Cheat Sheet 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c health_score: 100.0 last_checked: 1779029158.680445 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md - docs/mkdocs.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.680445+02:00' https://guides.sonatype.com/repo3/technical-guides/secure-docker-registries: title: 'guides.sonatype.com: secure docker registries' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6ad7ccbe2d98187378154f265e55ba0d8fee84aa5213031477c464a663023a4e health_score: 100.0 last_checked: 1779032793.534742 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:33.534742+02:00' https://guyzsarun.medium.com/kubernetes-liveness-readiness-probe-explained-352691dcccf1: title: 'guyzsarun.medium.com: Kubernetes Liveness, Readiness Probe Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering guyzsarun.medium.com: Kubernetes Liveness, Readiness Probe Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032546.912871 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:26.912871+02:00' https://hackernoon.com/9-basic-and-crucial-tips-for-microservices-developers: title: "hackernoon.com: 9 Basic (and Crucial) Tips for Microservices Developers \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Synthesizes nine core guidelines for microservices engineering, focusing on isolated databases, API versioning, robust service contracts, and distributed tracing integration. Highlights the architectural imperative of treating microservices as loosely coupled, independently deployable domains. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices & Distributed Systems - Software Engineering Principles - Developer Workflow tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub: title: 'hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production' description: '' year: '2021' stars: 0 ai_summary: An operations guide detailing how to run Jaeger in high-traffic production environments on Kubernetes. Compares Elasticsearch and Cassandra storage backends and reviews the deployment of collectors and agents. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Tracing - Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8: title: 'hackermoon.com: cleanup old docker images from nexus repository' description: '' year: '2019' stars: 0 ai_summary: Explores operational strategies and garbage collection scripts to prune legacy and unused container images from Sonatype Nexus repository databases. Over time, registry storage can bloat; this guide addresses cleanup tasks and configuration of scheduled maintenance tasks. It provides shell commands and API calls to maintain underlying storage health. language: Shell resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - Nexus Operations tags: - '[LEGACY]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm: title: 'hackernoon.com: Database Vs Data Warehouse Vs Data Lake: A Simple Explanation' description: '' year: '2021' stars: 0 ai_summary: An educational breakdown that contrasts transactional OLTP systems, analytical data warehouses (OLAP), and raw, unstructured data lakes. Clearly maps distinct hardware, cost, and orchestration profiles to each model. language: English resource_type: Conceptual Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database Architecture - Data Storage - Core Concepts tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-with-challenges-and-solutions: title: 'hackernoon.com: Exporting Your GKE Cluster to Terraform Cloud: A Guide with Challenges and Solutions' description: '' year: '2022' stars: 0 ai_summary: Discusses methodologies for exporting pre-existing Google Kubernetes Engine (GKE) clusters to managed Terraform Cloud environments. Outlines state import patterns, resource alignment challenges, and security token configuration. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP - GKE Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hackernoon.com/how-to-create-kubernetes-yaml-files: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: da54d82ac85a618cf8a8a5852661084f73055c84ca97bb773c6ec6bd75c5b38f health_score: 100.0 last_checked: 1779032874.580464 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:47:54.580464+02:00' https://hackernoon.com/how-to-deploy-code-faster-using-kubernetes-jh1y3ul0: title: 'hackernoon.com: How To Deploy Code Faster Using Kubernetes' description: '' year: '2020' stars: 3 ai_summary: Focuses on optimizing continuous integration/continuous delivery deployment velocity. Discusses container build layer caching strategies, multi-stage Dockerfiles, and fine-tuning Kubernetes deployment rolling update specifications (maxSurge and maxUnavailable) to safely execute rapid iterations. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - Deployment Speed - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command: title: 'hackernoon.com: How to Generate Kubernetes Manifests With a Single Command'' (kompose)' description: '' year: '2021' stars: 0 ai_summary: A comprehensive guide focusing on the practical utilization of Kompose to bootstrap Kubernetes environments from Docker Compose configurations. It details structural transitions, manifest mapping, and best practices for streamlining developer workflows. language: Markdown resource_type: Article complexity: Simple is_microservice: false status: online addition_method: manual content_hash: b72de19fb260bd2be4096c6495e67d7387126d5be3d6d4fe4364a8dcb0fdc188 health_score: 100.0 last_checked: 1779030583.239763 needs_ai_refresh: true hierarchy: - Application Lifecycle - Manifest Generation - Developer Education tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:43.239763+02:00' https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi: title: 'hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed Tracing And APM' description: '' year: '2022' stars: 0 ai_summary: An integration tutorial illustrating how to link OpenTelemetry APIs with Jaeger collectors. Outlines architectural best practices for standardizing traces, contextual metadata, and spans across polyglot microservice environments. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Tracing - OpenTelemetry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hackernoon.com/how-to-work-with-the-kubectl-debug-command: title: 'hackernoon.com: How to Work With the Kubectl Debug Command' description: '' year: '2026' stars: 0 ai_summary: An in-depth technical manual outlining the usage of 'kubectl debug'. It details how to troubleshoot crash-looping workloads by attaching ephemeral diagnostic containers into target Pod namespaces, effectively bypassing missing-shell constraints of distroless or minimal base images. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: b5cc7b9c7ac602532cfead63791e86c45677b9158bb24befd719a44d7199e334 health_score: 100.0 last_checked: 1779029969.49794 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:29.497940+02:00' https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2: title: 'hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with Ease' description: '' year: '2020' stars: 0 ai_summary: High-level overview of Helm's architecture and its role in scaling Kubernetes software rollouts. Walks developers through how template definitions replace raw YAML, reducing repetitive work and config drift across microservices. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Package Management - Introductory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hackernoon.com/kubernetes-cluster-must-haves-to-be-production-ready: title: 'hackernoon.com: Kubernetes Cluster Must-Haves To Be Production Ready' description: '' year: '2021' stars: 0 ai_summary: Reviews crucial components for production clusters, such as external ingress controllers, certificate managers, cluster autoscaling mechanisms, centralized telemetry, and comprehensive runtime security enforcement. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Production Readiness tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hackernoon.com/kubernetes-resource-quotas: title: 'hackernoon.com: Kubernetes Resource Quotas' description: '' year: '2020' stars: 0 ai_summary: 'Detailed analysis of `ResourceQuota` usage in multi-tenant clusters. - Shows how to restrict overall CPU, memory, storage, and pod counts per namespace. - Prevents development workloads or runaway services from consuming all cluster resources.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Policy & Governance - Resource Quotas tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hackernoon.com/practical-transaction-handling-in-microservice-architecture-5x1631ke: title: 'hackernoon.com: Practical Transaction Handling in Microservice Architecture' description: '' year: '2020' stars: 0 ai_summary: Provides deep analysis of transactional boundaries inside distributed microservice systems. Explores the design of the Saga pattern (orchestrated/choreographed), transactional outboxes, and 2-phase commits for strong versus eventual consistency. language: English resource_type: Architectural Blueprint complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database Architecture - Microservices Patterns - Transactions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hackernoon.com/reducing-kubernetes-costs: title: 'hackernoon.com: Reducing Kubernetes Costs' description: '' year: '2021' stars: 0 ai_summary: Explores pragmatic optimization techniques to trim compute waste. Focuses on standard auto-scaling mechanisms (HPA, VPA, Karpenter) and leveraging pre-emptible instances for elastic background processing. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Optimization - Cost Management - FinOps Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container-orchestration-5d83354y: title: 'hackernoon.com: The Ultimate Beginners Guide To Kubernetes and Container Orchestration' description: '' year: '2019' stars: 2 ai_summary: Traces the evolution of software hosting environments from physical bare-metal servers, through hypervisor-based virtualization, to lightweight OCI containers orchestrated dynamically by Kubernetes. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - History tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9: title: 'hackernoon: Using Spinnaker with Kubernetes for CI/CD' description: '' year: '2019' stars: 0 ai_summary: Curator Insight outlines utilizing Spinnaker's cloud native engine as an external continuous delivery pipeline for Kubernetes applications. Live Grounding validates that separating build execution (CI) from application delivery (CD) using a dedicated tool like Spinnaker prevents pipeline scaling bottlenecks. This pattern decouples deployment safety from runner nodes. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Continuous Delivery - Spinnaker Setup - Kubernetes Native Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2: title: 'hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e04749d91614d8a3ac9fe78003dbbb45d8b316ba5afe6055569c51bf6fc159b8 health_score: 100.0 last_checked: 1779033088.569783 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:28.569783+02:00' https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1: title: 'hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 1' description: '- [hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 2](https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2) In this controversial article, the author argues that GitOps is a (mostly) unnecessary abstraction that introduces more complexity than it''s worth. The article tackles several GitOps principles and gives practical code counterexamples.' year: '2022' stars: 0 ai_summary: A counter-perspective assessing structural drawbacks, complexity overheads, and potential friction introduced by early-stage GitOps patterns. Explores branch management overheads and reconciliation loop limitations in non-standard enterprise deployments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Critique & Nuance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hackerone.com/reports/1249583: title: 'hackerone.com: Authenticated kubernetes principal with restricted permissions can retrieve ingress-nginx serviceaccount token and secrets across all namespaces' description: '' year: '2021' stars: 0 ai_summary: A detailed post-mortem report demonstrating how restricted cluster principals could extract ingress-nginx service account tokens. This real-world vulnerability highlights the architectural danger of over-privileged system namespaces. It emphasizes the need to isolate and continuously audit ingress controller configurations. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hackingcpp.com/cpp/cheat_sheets: title: 'hackingcpp.com: C++ Cheat Sheets' description: '' year: '2025' stars: 0 ai_summary: An advanced Modern C++ reference targeting specifications up to C++23. Explains smart memory management, standard template library algorithms, and modern concurrency features. language: C++ resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Languages - C++ tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://hackingcpp.com/cpp/cheat_sheets.html: title: 'hackingcpp.com: C++ Cheat Sheets' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ffd3689cee63f24f7c553d1aa22467917e2a647a1c54d6c9c3e0dcd40e7aeea3 health_score: 100.0 last_checked: 1779034296.02484 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:36.024840+02:00' https://hackr.io/blog/sql-commands: title: 'hackr.io: SQL Commands Tutorial: DDL, DML, TCL and DQL Commands' description: '' year: '2024' stars: 0 ai_summary: 'A tutorial breaking down relational SQL execution engines into distinct scopes: DDL, DML, TCL, and DQL. Facilitates clean storage engine configuration, schema updates, and programmatic transactional isolation patterns.' language: SQL resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases & Storage - Relational Databases - SQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://hackr.io/blog/top-devops-tools: title: 'hackr.io: Top 10 DevOps Tools To Look For in 2020' description: '' year: '2020' stars: 3 ai_summary: A detailed comparative overview of early-2020s DevOps software suites, with focused coverage on Docker, Kubernetes, Ansible, and Jenkins. Analyzes entry barriers, architectural integration capabilities, and operational deployment overhead across diverse infrastructure styles. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platform Engineering - Industry Reports - Tooling Landscape tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hamees.hashnode.dev/kubernetes-explain-like-im-5: title: 'hamees.hashnode.dev: Kubernetes: Explain like I''m 5' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hamees.hashnode.dev: Kubernetes: Explain like I''m 5 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034454.191057 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.191057+02:00' https://handbook.gitlab.com/handbook: title: about.gitlab.com/handbook description: '' year: '2026' stars: 0 ai_summary: GitLab's public corporate handbook is an open-source operations manual. It serves as an architectural blueprint for remote-first team organization, development culture, and structured transparency frameworks. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizations - Remote Work - Company Handbooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - hr.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report: title: 'about.gitlab.com: The Remote Work Report 2021' description: '' year: '2021' stars: 0 ai_summary: A definitive, data-backed industry report outlining the patterns of fully remote and asynchronous software engineering organizations. Using GitLab as a model, it explores single sources of truth, continuous documentation practices, and async workflows required to scale high-density, globally distributed technical operations. language: English resource_type: report complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizational Architecture - Remote Work - Industry Reports tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://handles.x.com/login: title: X Handle Marketplace Portal description: The official workspace portal for X's Handle Marketplace, allowing verified Premium subscribers to request, secure, and purchase inactive and rare usernames. year: '2025' stars: 4 ai_summary: 'This portal serves as the primary entry point for X''s Handle Marketplace, which enables Premium subscribers to claim or purchase inactive usernames. * **Identity Alignment**: Designed to help businesses coordinate and protect cross-platform brand identity by claiming dormant names. * **Access Tiers**: Distinguishes between free ''Priority'' handles for high-tier subscribers and paid ''Rare'' handles with customizable licensing structures.' language: en resource_type: service complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: b7b340613002131dbed9146ab6419572f68383e78b8e1775ec54db6998912e86 health_score: null last_checked: 1780399410.166064 needs_ai_refresh: false hierarchy: - Digital Identity - Brand Protection - Social Media Platforms tags: - '[COMMUNITY-TOOL]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized impact_score: 80 reputation_status: Vetted reputation_summary: Official X (Twitter) Handle Marketplace platform. Vetted as legitimate and fully functional, although subject to community debate regarding subscription pricing and lease-based username rights. social_preview_url: https://abs.twimg.com/images/handles_logo.png source_provenance: X.com (swyx) suggested_new_category: digital-identity discovered_at: '2026-06-02T13:23:30.166064+02:00' https://hands-on.cloud/quick-introduction-to-python-for-aws-automation-engineers: title: "hands-on.cloud: Quick Intro To Python 3 for AWS Automation Engineers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering hands-on.cloud: Quick Intro To Python 3 for AWS Automation Engineers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033658.298708 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:58.298708+02:00' https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement-groups: title: Reduce Latency with Azure Proximity Placement Groups description: '' year: '2025' stars: 0 ai_summary: Analyzes the utility of Azure Proximity Placement Groups (PPGs) to achieve sub-millisecond physical latency for interdependent compute resources. It outlines design considerations for co-locating VMs, Virtual Machine Scale Sets, and Kubernetes nodes within the same physical data center boundary to support high-performance microservices. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Latency Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://haque-zubair.medium.com/aws-lambda-api-gateway-with-terraform-bd143b1c56bb: title: 'haque-zubair.medium.com: AWS API Gateway & Lambda with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering haque-zubair.medium.com: AWS API Gateway & Lambda with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.25153 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.251530+02:00' https://hardiks.medium.com/top-6-best-practices-for-container-orchestration-b4b0d3398ebc: title: "==hardiks.medium.com: Top 6 Best practices for Container Orchestration==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==hardiks.medium.com: Top 6 Best practices for Container Orchestration==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034039.546535 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:19.546535+02:00' https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazon-ecs-or-eks-6f503e93f7a7: title: 'hardiks.medium.com: Where should you manage your Kubernetes in 2023? Amazon'' ECS or EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hardiks.medium.com: Where should you manage your Kubernetes in 2023? Amazon'' ECS or EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.564243 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.564243+02:00' https://harness.io: title: harness.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2f4079e9119c21a9d272d1cbec0d1d3920c9f767ed1682f03f210cba11c79c0e health_score: 100.0 last_checked: 1779031123.28951 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:43.289510+02:00' https://harness.io/2020/09/getting-started-with-cloud-cost-optimization: title: 'harness.io: Getting Started with Cloud Cost Optimization' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb health_score: 100.0 last_checked: 1779034032.325411 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:12.325411+02:00' https://harness.io/2020/10/what-is-cicd-platform-why-should-i-care: title: "harness.io: What is a CI/CD Platform and why should I care? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ba52ef82c9cc49fd6f25dead6db1be4206031eb66c7041558179413451367f3b health_score: 100.0 last_checked: 1779032407.036635 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:07.036635+02:00' https://harness.io/blog/autostopping-rules-kubernetes: title: 'harness.io: AutoStopping Rules For Kubernetes Clusters' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 019abacc3d9205889ab6c94e5690fca11630187477c1ca94f74f4fca315f3171 health_score: 100.0 last_checked: 1779030524.062047 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:44.062047+02:00' https://harness.io/blog/cd-jenkins-pipelines-harness: title: 'harness.io: Migrating CD Jenkins Pipelines To Harness Using Helm' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 20796891e260fb8fd856dfd6bcdb9af7233f27dfea3eac755b5c1f0dea729af8 health_score: 100.0 last_checked: 1779031432.296324 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:52.296324+02:00' https://harness.io/blog/continuous-delivery/automated-devsecops: title: 'harness.io: Automated DevSecOps with StackHawk and Harness' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6c56e11d4713938871d36b9f9e0f481f98c26a2c336cbbb5c46b466da1dd3391 health_score: 100.0 last_checked: 1779033736.32423 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:16.324230+02:00' https://harness.io/blog/continuous-delivery/ci-cd-pipeline: title: "harness.io: CI/CD Pipeline: Everything You Need to Know \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7c660dfca186ec0fd03158f604687f00c6dd9cb8fd711d4bb53bbec72238c55c health_score: 100.0 last_checked: 1779030526.801482 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:46.801482+02:00' https://harness.io/blog/continuous-delivery/spinnaker-alternatives: title: 'harness.io: Best Spinnaker Alternatives to Consider' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c5b9db4c83f365f468c5969bf52659a7d9b0e65172d53092fd5e0b486d39f804 health_score: 100.0 last_checked: 1779034270.466252 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:10.466252+02:00' https://harness.io/blog/continuous-delivery/what-is-helm: title: "harness.io: Introduction to Helm: Charts, Deployments, & More \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb health_score: 100.0 last_checked: 1779033918.705668 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://harness.io/blog/continuous-delivery/what-is-helm proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.003398' discovered_at: '2026-05-17T18:05:18.705668+02:00' https://harness.io/blog/continuous-integration/continuous-integration-performance-metrics: title: 'harness.io: Metrics to Improve Continuous Integration Performance' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b492a38c199544dd170974f9e1bb123da44a49adb8bd5ee0211fcc67279f5283 health_score: 100.0 last_checked: 1779032046.977822 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:19.653944+02:00' https://harness.io/blog/kubernetes-services-explained: title: "harness.io: Kubernetes Services Explained \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 54b6b53d2f98a2e471d9342e499a28a2cc946fc248a33da9e522f20405ea206b health_score: 100.0 last_checked: 1779031782.977442 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.977442+02:00' https://harness.io/blog/product-updates/recommendations-api: title: 'harness.io: Introducing Recommendations API: Find Potential Cost Savings'' Programmatically' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 01c1050383cca811b11b568a7770b61c36b9a554f06129b0882e68708a3a84de health_score: 100.0 last_checked: 1779031187.062346 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:47.062346+02:00' https://harness.io/blog/software-delivery-best-practices: title: 'harness.io: Modern Software Delivery Best Practices & Software Delivery'' Management' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb health_score: 100.0 last_checked: 1779032580.048455 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:00.048455+02:00' https://harshityadav95.medium.com/load-balancing-layer-4-vs-layer-7-f37a839afd9c: title: 'harshityadav95.medium.com: Load Balancing Layer 4 vs Layer 7' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering harshityadav95.medium.com: Load Balancing Layer 4 vs Layer 7 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031341.357779 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:21.357779+02:00' https://hart-michael.medium.com/why-you-need-continuous-deployment-93d7b5936523: title: 'hart-michael.medium.com: Why You Need Continuous Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hart-michael.medium.com: Why You Need Continuous Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031882.645789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:22.645789+02:00' https://hashcat.net/hashcat: title: hashcat description: '' year: '2026' stars: 0 ai_summary: Hashcat is a highly advanced, multi-threaded password recovery tool leveraging GPU computing to execute complex, rules-based dictionary and brute-force cracking attacks. While not cloud-native, it is a crucial component in offensive validation cycles to audit password complexity policies. Security architects rely on its efficiency to evaluate overall credential resistance. language: C resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Penetration Testing - Hash Cracking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport: title: 'hashinteractive.com: MONGODUMP AND MONGORESTORE VS MONGOEXPORT AND MONGOIMPORT' description: '' year: '2021' stars: 3 ai_summary: 'Differentiates native utility commands: mongodump/mongorestore (BSON binary backup for full disaster recovery) vs mongoexport/mongoimport (JSON/CSV semantic exports ideal for external analytics).' language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - MongoDB Ecosystem - Database Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hashnode.tpschmidt.com/my-top-10-free-learning-resources-for-aws: title: 'hashnode.tpschmidt.com: My Top 10 Free Learning Resources for AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hashnode.tpschmidt.com: My Top 10 Free Learning Resources for AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033925.032305 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-training.md v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.032305+02:00' https://hasura.io: title: "Hasura \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Hasura is an instant, ultra-fast GraphQL engine that bridges database engines like Postgres and SQL Server to autogenerate a secure GraphQL API endpoint with fine-grained authorization policies. language: Haskell resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - GraphQL - Hasura tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes: title: 'hasura.io: A Simple, Realtime, Event Driven Architecture with QR Codes' description: '' year: '2021' stars: 0 ai_summary: Demonstrates the construction of a real-time QR generation microservice using Hasura's instant GraphQL engine and PostgreSQL event triggers. Illustrates stateless serverless handlers reacting to database write mutations in real-time. language: JavaScript resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Architecture - Event-Driven - GraphQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://havanrijn.wordpress.com/2024/04/01/dont-let-azure-log-analytics-break-the-bank: title: 'havanrijn.wordpress.com: Don’t let Azure Log Analytics break the bank' description: '' year: '2024' stars: 3 ai_summary: A practical, cost-saving guide to reducing bloated Log Analytics ingestion fees. It details queries for identifying high-volume tables, configuring data collection rules (DCRs) to filter noisy events, and setting daily ingestion caps. Essential guidance for engineering teams seeking to optimize cloud spending while maintaining adequate observability indicators. language: KQL resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Monitoring & Observability - Log Analytics FinOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://hawar.no/2020/09/cisco-dna-center-with-grafana-dashboard: title: CISCO DNA Center with Grafana Dashboard description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8d11fae83ffdd736fba3f2d8bb0624b25eefad5bad2a9f795abc96335a41d304 health_score: 100.0 last_checked: 1779034515.252308 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:15.252308+02:00' https://hawar.no/2021/05/cisco-dna-center-with-grafana-dashboard: title: CISCO DNA Center with Grafana Dashboard description: '' year: '2021' stars: 0 ai_summary: Operational guide detailing integration workflows between Cisco DNA Center APIs and Grafana. Translates enterprise network controller metrics into visual graphs for performance auditing. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Grafana Ecosystem - Network Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hazelcast.com/blog/architectural-patterns-for-caching-microservices: title: "hazelcast.com: Where Is My Cache? Architectural Patterns for Caching Microservices \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Caching in distributed microservices architectures requires balancing performance against data consistency. This guide explores multiple caching topologies, comparing client-side caching, sidecar-based caches, and distributed caching tiers. It highlights key trade-offs between architectural complexity, network latency, and cache invalidation strategies in high-throughput microservices environments. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Caching tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hbase.apache.org: title: HBase.apache.org description: '' year: '2026' stars: 4 ai_summary: Open-source, distributed, column-oriented database running atop Hadoop DFS. Delivers real-time, random read/write storage access to billions of rows, modeled directly after Google's original Bigtable design. language: Java resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - NoSQL Databases - Wide-Column Stores tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hbr.org/2015/08/how-to-give-tough-feedback-that-helps-people-grow: title: 'hbr.org: How to Give Tough Feedback That Helps People Grow' description: '' year: '2015' stars: 3 ai_summary: Synthesizes core management communication techniques to deliver critical feedback that encourages technical growth and continuous improvement. Focuses on actionable, objective examples rather than subjective assessments, helping technical leads build a resilient, high-feedback engineering culture. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Career Development - Team Dynamics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://hbr.org/2016/04/optimists-are-better-at-finding-new-jobs: title: 'hbr.org: Optimists Are Better at Finding New Jobs' description: '' year: '2016' stars: 0 ai_summary: An HBR-backed behavioral analysis demonstrating the empirical link between psychological resilience (optimism) and successful career mobility. It details strategies for job seekers to maintain motivation and frame value effectively during complex technical interview processes. language: English resource_type: study complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Career Transitions - Job Search Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://hbr.org/2016/05/change-your-career-without-having-to-start-all-over-again: title: 'hbr.org: Change Your Career Without Having to Start All Over Again' description: '' year: '2016' stars: 0 ai_summary: This Harvard Business Review article details a career-pivoting framework focused on identifying and mapping transferable skills. It serves as a blueprint for senior technologists transitioning between software tracks, product management, or engineering leadership roles. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Career Transitions - Transferable Skills tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://hbr.org/2018/01/how-to-hire: title: 'hbr.org: Stop Hiring for Culture Fit' description: '' year: '2018' stars: 0 ai_summary: A foundational management essay illustrating how hiring for 'culture fit' can introduce systemic bias and groupthink. It offers a structured methodology for assessing 'culture add' to diversify perspective and strengthen system architectures. language: English resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizational Architecture - Hiring & Culture - Diversity & Inclusion tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://hbr.org/2019/01/how-to-debate-ideas-productively-at-work: title: 'hbr.org: How to Debate Ideas Productively at Work' description: '' year: '2019' stars: 3 ai_summary: Offers a structural methodology for conducting objective, high-stakes intellectual debates within technical environments. Focuses on separating personal identity from architectural assertions, grounding discussions in objective system data, and using RFC-style collaborative documents to establish healthy constructive criticism mechanisms in highly technical teams. language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Asynchronous Collaboration - Team Dynamics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hbr.org/2019/02/the-surprising-power-of-simply-asking-coworkers-how-theyre-doing: title: 'hbr.org: The Surprising Power of Simply Asking Coworkers How They’re Doing' description: '' year: '2019' stars: 3 ai_summary: Explores the foundational role of empathy and regular check-ins in fostering high-performance engineering cultures. Demonstrates how proactive personal interactions establish psychological safety, which is directly correlated with reduced system deployment risk, higher incident response efficiency, and lower developer burnout rates. language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Psychological Safety - Team Dynamics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hbr.org/2019/03/as-your-team-gets-bigger-your-leadership-style-has-to-adapt: title: 'hbr.org: As Your Team Gets Bigger, Your Leadership Style Has to Adapt' description: '' year: '2019' stars: 4 ai_summary: Analyzes the critical inflection points of organizational growth, focusing on how leadership paradigms must shift as team sizes expand. Discusses the transition from direct, tactical hands-on management to strategic, decentralized delegative leadership. Provides a conceptual blueprint for scaling engineering organizations without sacrificing operational agility or engineering cohesion. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Organizational Scaling - Management Models tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hbr.org/2020/01/what-it-takes-to-give-a-great-presentation: title: 'hbr.org: What It Takes to Give a Great Presentation' description: '' year: '2020' stars: 3 ai_summary: Explains communication structures for presenting complex ideas to diverse stakeholders. Analyzes how technical architects can translate highly advanced system engineering concepts, deployment topologies, and microservice architectures into clear, business-driven narratives that secure stakeholder alignment and funding. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Asynchronous Collaboration - Communication Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hbr.org/2021/06/the-real-value-of-middle-managers: title: 'hbr.org: The Real Value of Middle Managers' description: '' year: '2021' stars: 4 ai_summary: Defends the critical functional value of middle management in large enterprise hierarchies. Demonstrates that instead of acting as bureaucratic roadblocks, competent middle managers serve as dynamic translators between high-level executive strategy and boots-on-the-ground engineering execution, facilitating organizational alignment, psychological safety, and rapid change management. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Organizational Scaling - Middle Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hbr.org/2021/10/forget-flexibility-your-employees-want-autonomy: title: 'hbr.org: Forget Flexibility. Your Employees Want Autonomy' description: '' year: '2021' stars: 0 ai_summary: An HBR diagnostic showing that employee retention depends more on decision-making autonomy than superficial schedule flexibility. It provides managers with frameworks to delegate technical ownership, establish self-organizing teams, and minimize micro-management. language: English resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizational Architecture - Engineering Management - Team Autonomy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hbr.org/2022/05/how-to-deal-with-high-pressure-situations-at-work: title: 'hbr.org: How to Deal with High Pressure Situations at Work' description: '' year: '2022' stars: 3 ai_summary: Outlines psychological and operational strategies for managing high-stress scenarios, such as production outages, critical system failures, or tight product delivery deadlines. Emphasizes maintaining situational awareness, structuring emergency response communication (like Incident Commander roles), and preventing cognitive overload to facilitate rational, data-driven system remediation. language: en resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Crisis Management - Psychological Safety tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' ? https://headleysj.medium.com/building-event-driven-systems-at-scale-in-kubernetes-with-dapr-part-2-how-does-dapr-work-732ba7a0d652 : title: 'headleysj.medium.com: Building event-driven systems at scale in Kubernetes'' with Dapr — Part II: How does Dapr work?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering headleysj.medium.com: Building event-driven systems at scale in Kubernetes'' with Dapr — Part II: How does Dapr work? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030954.22307 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.223070+02:00' https://headspring.com/2019/07/09/kafka-or-rabbitmq-messaging: title: 'headspring.com: Is Kafka or RabbitMQ the right messaging tool for you?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering headspring.com: Is Kafka or RabbitMQ the right messaging tool for you? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030980.952231 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:20.952231+02:00' https://health.aws.amazon.com/health/status: title: 'status.aws.amazon.com: Service Health Dashboard' description: '' year: '2006' stars: 0 ai_summary: AWS’s central status console reporting operational health of active regions and services, allowing platform engineers to quickly cross-examine deployment anomalies with provider incidents. language: None resource_type: Web Page complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 14632b65d58b6533036273285c4c40b45a7fa9d4ea1b3e90ea762092f85f6a91 health_score: 100.0 last_checked: 1779130494.941476 needs_ai_refresh: true hierarchy: - Cloud Providers - AWS - Status Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.941476+02:00' https://health.google/imaging-and-diagnostics: title: 'health.google: AI-enabled imaging and diagnostics previously thought impossible' description: '' year: '2024' stars: 5 ai_summary: Outlines Google Health's technical breakthroughs in AI-enabled diagnostic imaging, emphasizing deep learning models for diabetic retinopathy, lung screening, and oncology detection. Google’s infrastructure leverages specialized TPUs (Tensor Processing Units) to execute low-latency inferences directly at the point of care. It illustrates the clinical value of integrating automated computer-vision assistance directly into traditional clinical workstations. language: English resource_type: Product Page complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Healthcare Tech - AI Diagnostics tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://health.google/intl/ALL_en/health-research/imaging-and-diagnostics: title: 'health.google: AI-enabled imaging and diagnostics previously thought impossible' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2e12e88250f4c5b2797150120619fac8384e5b1b656c9bee90708ecb34b0f722 health_score: 100.0 last_checked: 1779031927.648589 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/customer.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:32:07.648589+02:00' https://healthitanalytics.com/news/ai-for-medical-imaging-boosts-cancer-screenings-with-provider-aid: title: 'healthitanalytics.com: AI for Medical Imaging Boosts Cancer Screenings with'' Provider Aid' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering healthitanalytics.com: AI for Medical Imaging Boosts Cancer Screenings with'' Provider Aid in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034309.155795 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/customer.md v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.155795+02:00' https://heaphero.io: title: heaphero.io description: '' year: '2026' stars: 0 ai_summary: An instant heap dump analyzer that processes HPROF and system files to isolate leaking data structures. Generates visual memory maps to point out waste and duplicate objects in JVM workloads. language: None resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kubernetes-8c8ecd3acbaa: title: "==heka-ai.medium.com: Introduction to Debugging: locally and live on Kubernetes' with VSCode== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==heka-ai.medium.com: Introduction to Debugging: locally and live on Kubernetes' with VSCode== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033781.924209 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:01.924209+02:00' https://helidon.io: title: Helidon.io description: '' year: '2026' stars: 5 ai_summary: An open-source, high-performance collection of Java libraries for writing microservices running on a core Netty engine (Helidon MP/SE). Helidon 4 pioneered the adoption of Java virtual threads (Project Loom) for massive concurrency without reactive complexity, establishing itself as a premier lightweight microservice runtime. language: Java resource_type: Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 245f55fa2695fc2440e4d50decdac74ce930f2d7ac18b22cd2704b02dab9cba9 health_score: 100.0 last_checked: 1779031650.08244 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Java Microservices - Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:30.082440+02:00' https://hellotestworld.com/2016/02/02/cheatsheet-for-jmeter-__time-function-calls: title: CheatSheet for JMeter __time Function Calls description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering CheatSheet for JMeter __time Function Calls in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3bfde52b1ffc5fd4d803a48e079b74f0043f94bb1c2383c782e0d07bfadf1f48 health_score: 100.0 last_checked: 1779030580.506127 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:40.506127+02:00' https://helm.sh: title: helm.sh description: "- [helm.sh/docs](https://helm.sh/docs)\n - [helm.sh: Getting Started \U0001F31F](https://helm.sh/docs/chart_template_guide/getting_started)" year: '2026' stars: 0 ai_summary: Official documentation and getting started guide for Helm. Serves as the authoritative resource for understanding chart anatomy, template engines, and client commands, ensuring standardization in continuous integration pipelines. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Package Management - Helm - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-01T00:00:00+02:00' https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3: title: 'helm.sh: How to migrate from Helm v2 to Helm v3' description: '' year: '2020' stars: 0 ai_summary: Standardized blueprint detailing the technical steps to transition environments from Helm v2 to Helm v3. Focuses on state-store conversion (ConfigMaps/Secrets), Tiller cleanup, and avoiding release disruption during metadata migrations. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Package Management - Helm Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://helm.sh/blog/new-location-stable-incubator-charts: title: New Location For Stable and Incubator Charts description: "- [charts.helm.sh/stable \U0001F31F](https://charts.helm.sh/stable)\n \ - [charts.helm.sh/incubator \U0001F31F](https://charts.helm.sh/incubator)" year: '2020' stars: 0 ai_summary: The landmark Helm blog announcement detailing the official deprecation and migration path of the legacy 'stable' and 'incubator' Helm repositories. This resource documents the organizational move toward decentralized chart ownership and independent project hosting. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Repositories tags: - '[LEGACY]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://helm.sh/docs: title: helm.sh/docs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8b0a20126ecd06658030e9599daedca324a7517edff1733b78fb4742212c4a7d health_score: 100.0 last_checked: 1779032968.867333 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:28.867333+02:00' https://helm.sh/docs/chart_template_guide/getting_started: title: "helm.sh: Getting Started \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 87befa32a95809d7ef4c806b4c1556659ce0c3f50ddce677d31cdf491c5e5234 health_score: 100.0 last_checked: 1779029556.612668 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:36.612668+02:00' https://help.github.com/en/github: title: 'help.github.com: Configuring protected branches' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c health_score: 100.0 last_checked: 1779030085.002258 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:25.002258+02:00' https://help.github.com/en/github/administering-a-repository/enabling-required-status-checks: title: 'help.github.com: Enabling required status checks:' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7dcfaf4152837bc0710e18d2d3c1923a3021ccec33ddf44f02b5a4f5dd0657e3 health_score: 100.0 last_checked: 1779033419.163344 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:59.163344+02:00' https://help.sonatype.com/en/404-page.html: title: 'guides.sonatype.com: secure docker registries' description: '' year: '2026' stars: 0 ai_summary: An identical retired documentation path representing defunct guidelines on Nexus-based private container security. Preserved purely for historical configuration mapping. language: English resource_type: Documentation complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736154.649344 needs_ai_refresh: false hierarchy: - Infrastructure Standards - Container Registry - Legacy Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.649344+02:00' https://help.sonatype.com/en/404-page.html?_ga=2.250230211.411976214.1575978022-1513910029.1575978022: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering help.sonatype.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736154.762654 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.762654+02:00' https://help.sonatype.com/en/docker-registry.html: title: Docker Registry description: '' year: '2026' stars: 3 ai_summary: Official administrator guidelines outlining how to host, proxy, and manage Docker container images securely within Sonatype Nexus Repository Manager. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Standards - Container Registry - Artifact Registry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://help.sonatype.com/en/nexus-platform-plugin-for-jenkins.html: title: Nexus Platform Plugin for Jenkins description: '' year: '2026' stars: 3 ai_summary: Official plugin guide for linking Jenkins automation controllers to Sonatype Nexus platforms. It explains the mechanics of publishing, staging, and verifying build artifacts dynamically. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD Pipelines - Jenkins Ecosystem - Artifact Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://help.sonatype.com/en/sonatype-nexus-repository.html: title: "Nexus Repository Manager (NXRM) 3 \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Comprehensive technical documentation for Sonatype Nexus Repository Manager 3 (NXRM3), covering setup, configuration, API utilization, and integration hooks. It detail operations for configuring high-volume artifact staging, blob store provisioning, and granular security role configurations. It acts as the primary reference manual for platform and security engineering teams implementing modern repository topologies. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - Nexus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' ? https://help.sonatype.com/en/sonatype-nexus-repository.html/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022 : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering help.sonatype.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: 88b95893790809d383f023726d76a985d3d79f85a88a69c1800940b09d8b8772 health_score: 64.0 last_checked: 1779130494.950908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950908+02:00' https://help.sonatype.com/integrations/nexus-and-continuous-integration/nexus-platform-plugin-for-jenkins: title: Nexus Platform Plugin for Jenkins description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b90b9526c0bbeabb0159d4c66052f68646a1b9d95db0f0382d4b0f4dead814a1 health_score: 100.0 last_checked: 1779034152.866232 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:12.866232+02:00' https://help.sonatype.com/repomanager3: title: "Nexus Repository Manager (NXRM) 3 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d50c810842658e51623ebc957642ec78aa25e7657ffdafb375fc7e28f63d0cc6 health_score: 100.0 last_checked: 1779029613.592839 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.592839+02:00' https://help.sonatype.com/repomanager3/formats/docker-registry: title: Docker Registry description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 64458ad88612d81b056796e4778e6e5df66a43443a6d84613e003d3e42c2ecad health_score: 100.0 last_checked: 1779031266.47529 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:21:06.475290+02:00' https://help.sonatype.com/repomanager3/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022: title: 'help.sonatype.com: Inbound SSL - Configuring to Serve Content via HTTPS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 80d248eb0056b7bf8fb5321d18eb76f17c73cdc982f64515da3b29643b12cf11 health_score: 100.0 last_checked: 1779032586.983044 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:06.983044+02:00' https://helpercodes.com/spring-boot-complete-tutorial: title: Spring Boot Complete Guide description: '' year: '2023' stars: 3 ai_summary: A foundational guide for understanding Spring Boot architecture, auto-configuration principles, and dependency injection. It streamlines the transition from traditional Spring Framework configurations to opinionated, production-ready setups. It acts as an excellent onboarding resource, though developers need to complement it with production-grade monitoring and containerization patterns. language: Java resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Boot - Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://helpercodes.com/sql-query-cheatsheet-tutorial: title: TSQL and SQL Queries Cheat Sheet description: '' year: '2024' stars: 0 ai_summary: A Transact-SQL (T-SQL) syntax index for Microsoft SQL Server. It details platform-specific constructs, stored procedures, exception handling, and query patterns critical for developers working inside enterprise Windows ecosystem storage layers. language: SQL resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases & Storage - Relational Databases - T-SQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://hermes-agent.nousresearch.com/docs: title: Hermes Agent Documentation | Hermes Agent description: The self-improving AI agent built by Nous Research with a closed-loop learning mechanism. year: '2026' stars: 4 ai_summary: 'Official documentation for Hermes Agent, an autonomous, self-improving AI agent developed by Nous Research with a closed-loop skill distillation mechanism. - **Architectural Value**: Runs on low-cost serverless environments or VPS systems to handle long-running background tasks. - **Key Features**: Supports persistent SQLite-based cross-session memory, automatic skill formation using DSPy + GEPA, and native messaging integration across platforms like Slack and Telegram. - **Technical Significance**: Represents a major step toward resilient, persistent AI workers that improve recursively over execution cycles.' language: en resource_type: documentation complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 8ceb27d833b7aeb238f98cb653e3d273bc3fdce16cad318e4eebfb4b7dfc5a84 health_score: null last_checked: 1780352544.370217 needs_ai_refresh: false hierarchy: - AI and Machine Learning - AI Agents - Self-Improving Agents - Hermes Agent Framework tags: - '[DE FACTO STANDARD]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly praised by the open-source and AI engineering community for its unique built-in learning loop and multi-platform autonomous capabilities. social_preview_url: '' source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:22:24.370217+02:00' https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd: title: 'hernan-david-hd.medium.com: 5 pilares del SRE/DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hernan-david-hd.medium.com: 5 pilares del SRE/DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.102716 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.102716+02:00' https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aacf40e8392: title: 'hernan-david-hd.medium.com: Breaking down SRE/DevOps into 5 key areas' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hernan-david-hd.medium.com: Breaking down SRE/DevOps into 5 key areas in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.258535 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.258535+02:00' https://hervekhg.medium.com/3-years-managing-kubernetes-clusters-my-10-lessons-b565a5509f0e: title: 'hervekhg.medium.com: 3 years managing Kubernetes clusters, my 10 lessons' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hervekhg.medium.com: 3 years managing Kubernetes clusters, my 10 lessons in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.281347 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.281347+02:00' https://hevodata.com/learn/spark-data-pipeline: title: "hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: An introductory primer outlining the core concepts of building end-to-end data processing pipelines with Apache Spark. Focuses on data ingestion, transformations, and loading into modern target data warehouses. Live Grounding confirms that while Spark remains a foundational ETL standard, contemporary architectures increasingly wrap these pipelines inside orchestrated dbt-on-Kubernetes or SparkOperator setups. language: Markdown resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Data Pipelines - Apache Spark tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hewi.blog/deploying-an-eks-cluster-using-terraform: title: 'hewi.blog: Deploying an EKS cluster using Terraform' description: '' year: '2023' stars: 3 ai_summary: Practical walkthrough demonstrating how to deploy a production-ready AWS EKS cluster with Terraform. Focuses on VPC networking setups, IAM role mapping via OpenID Connect (OIDC), and configuring managed worker node groups. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430184.478436 needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - EKS Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-14T11:43:04.478436+02:00' https://hewing.foliotek.me: title: 'pythonsimplified.com: How to schedule Python scripts using schedule library' description: '' year: '2021' stars: 0 ai_summary: Demonstrates usage of the human-friendly `schedule` library to automate recurring background processes in Python. Covers job structures, syntax patterns, and persistent worker event loops. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Utilities - Script Automation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://high-mobility.com: title: high-mobility.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f808d8b2a67d8382f32577014b772b2d73b32c8a1241d4fd6b94034d2368cc91 health_score: 100.0 last_checked: 1779031620.64112 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.641120+02:00' https://high-mobility.com/learn/tutorials/rest: title: REST Auto API Tutorial description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c835fdb4211052023745151a063aef86fb3583376babb7adee0811501967b9cb health_score: 100.0 last_checked: 1779029932.245566 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:52.245566+02:00' https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html: title: "highscalability.com: Building nginx and Tarantool based services \U0001F31F" description: '' year: '2016' stars: 0 ai_summary: An architectural breakdown of low-latency services combining Nginx and the Tarantool in-memory database. Highlights how custom application routing directly bypassing intermediate application runtimes yields astronomical throughput with sub-millisecond delays. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Caching - Database & Storage - Tarantool & Nginx tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo: title: 'hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia artificial capaz de autocompletar código' description: '' year: '2021' stars: 0 ai_summary: Covers the historic partnership between GitHub and OpenAI that birthed the Copilot code intelligence platform. Discusses early architectural concepts around utilizing deep learning models to autocomplete complex syntactic paradigms. Traces the origin of generative AI in software engineering. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - AI-Assisted Development - Industry History tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hipertextual.com/2023/02/diferencias-ia-machine-learning: title: 'hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning'' y Deep Learning' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning'' y Deep Learning in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779029689.013223 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.013223+02:00' https://hipertextual.com/2024/03/devin-inteligencia-artificial-programa-software: title: 'hipertextual.com: Así es Devin, la inteligencia artificial que programa'' software de principio a fin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hipertextual.com: Así es Devin, la inteligencia artificial que programa'' software de principio a fin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 510eac95e449d7e34fc801dd82422b45fbbf8e1b6cbf4307ba066aac7599a0a0 health_score: 100.0 last_checked: 1779029174.217212 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.217212+02:00' https://hiralee.medium.com/software-design-vs-architecture-1da0a94322a4: title: 'hiralee.medium.com: Software Architecture vs Design' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hiralee.medium.com: Software Architecture vs Design in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.819434 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.819434+02:00' https://hitch-tls.org: title: Hitch - scalable TLS proxy. Hitch is a libev-based high performance SSL/TLS proxy by Varnish Software description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e842b9c60bf3b84ea857bffe74c0de0ee1b1abe244a5281c639a6fde8506ce02 health_score: 100.0 last_checked: 1779029553.344002 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/caching.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:33.344002+02:00' https://hitesh-pattanayak.medium.com/observability-in-kubernetes-b53d6ea1b37d: title: 'hitesh-pattanayak.medium.com: Observability in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hitesh-pattanayak.medium.com: Observability in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.50669 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.506690+02:00' https://hive.apache.org: title: Hive.apache.org description: '' year: '2026' stars: 4 ai_summary: Data warehousing solution built on Apache Hadoop. Translates SQL-like relational queries into underlying MapReduce, Tez, or Spark execution plans, optimizing analytics operations over petabyte-scale data lakes. language: Java resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - Big Data - Data Warehousing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hjrocha.medium.com/add-a-custom-host-to-kubernetes-a06472cedccb: title: 'hjrocha.medium.com: Add a Custom Host to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hjrocha.medium.com: Add a Custom Host to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030425.619445 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:05.619445+02:00' https://hlokensgard.no/2023/07/03/azure-firewall-as-dns-proxy-with-the-new-azure-dns-resolver: title: 'hlokensgard.no: Azure Firewall as DNS Proxy with the new Azure DNS Resolver' description: '' year: '2023' stars: 0 ai_summary: Architectural guide explaining how to deploy Azure Firewall as a DNS Proxy paired with Azure Private DNS Resolver. Resolves private name resolution issues across on-premises endpoints and multi-tenant spoke networks without requiring resource-heavy custom IaaS DNS servers. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Network Security - DNS Resolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hlokensgard.no/2023/12/05/get-started-with-powershell-7-2-in-azure-automation-account: title: 'hlokensgard.no: Get started with PowerShell 7.2 in Azure Automation Account' description: '' year: '2023' stars: 0 ai_summary: Details onboarding patterns and dependency setup routines to deploy PowerShell 7.2 Core runs in native serverless Azure Automation execution engines with Managed Identity support. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Microsoft Azure - Azure Automation - Runbooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hlokensgard.no/2024/07/01/azure-virtual-network-manager-a-game-changer-or-just-a-costly-upgrade: title: 'hlokensgard.no: Azure Virtual Network Manager – A game changer or just a costly upgrade?' description: '' year: '2024' stars: 0 ai_summary: Evaluates Azure Virtual Network Manager (AVNM), analyzing its capabilities in orchestrating complex global network topologies and security rules at scale. The article provides a critical cost-benefit analysis, comparing AVNM's licensing model against the manual management of virtual network peering and network security groups in hub-and-spoke topologies. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Network Management - AVNM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://hlokensgard.no/knowledge-sharing: title: 'hlokensgard.no/knowledge-sharing: Miro Mind map over Azure Landing Zones element, Terraform modules, GitHub Code' description: '' year: '2023' stars: 0 ai_summary: A detailed architectural visualization of Azure Landing Zone topologies. Maps core structural nodes directly to official Terraform modules and Git repository flows, serving as a reliable blueprint for multi-tenant setups. language: None resource_type: Visual complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Landing Zone - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune: title: 'hmaslowski.com: macOS Security hardening with Microsoft Intune' description: '' year: '2022' stars: 0 ai_summary: A technical guide to hardening macOS endpoints via Microsoft Intune MDM. Outlines configuring device profiles, enforcing disk encryption, managing firewall rules, and setting up automated compliance scripts to secure remote engineering systems. language: English resource_type: Technical Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Endpoint Hardening - MDM Configurations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://hmh.engineering/dive-into-kubernetes-healthchecks-part-1-73a900fa6dbd: title: "hmh.engineering: Dive into Kubernetes Healthchecks (part 1) \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: 'Part one of an engineering-focused health check deep dive detailing Kubelet architectural internals. - Illustrates the flow of probe execution from the local kubelet agent to the CRI runtime. - Establishes a framework for analyzing how and when resource utilization influences probe failures.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hmh.engineering/dive-into-kubernetes-healthchecks-part-2-a9f83eb712d5: title: 'hmh.engineering: Dive into Kubernetes Healthchecks (part 2)' description: '' year: '2019' stars: 0 ai_summary: 'Part two of the engineering-focused health check series, analyzing edge cases and advanced rollout parameters. - Explains how proper probe alignment coordinates with rolling update strategies (e.g., maxSurge, maxUnavailable). - Provides complex production configurations designed to eliminate connection termination errors.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04: title: 'hmh.engineering: Musings on microservice observability!' description: '' year: '2021' stars: 0 ai_summary: 'Real-world engineering reflections detailing the trials of tracing asynchronous message brokers and API routes inside a sprawling distributed microservice ecosystem. Curator Insight: Real-world microservices field guide. Live Grounding: Offers invaluable real-world insights on handling high distributed trace sampling rates under production load.' language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Observability - Distributed Tracing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor: title: 'hms.harvard.edu: Does AI Help or Hurt Human Radiologists’ Performance? It Depends on the Doctor' description: '' year: '2023' stars: 4 ai_summary: Investigates the human-AI interface within radiology, detailing how AI assistance does not universally improve diagnostics but depends on the doctor's specific expertise and the system's operational design. This research underscores that AI tools should not be deployed as absolute diagnostic arbiters but as contextual assistants, highlighting the need for UI/UX integration that exposes model confidence and reasoning paths. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Healthcare Tech - AI Diagnostics tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-development-terraform: title: 'hodovi.cc: Creating a Low Cost Managed Kubernetes Cluster for Personal Development using Terraform' description: '' year: '2022' stars: 0 ai_summary: A practical guide detailing how to build a highly cost-effective managed Kubernetes environment for engineering sandbox testing. Emphasizes small node configurations, pool autoscaling, and minimal state profiles to reduce infrastructure costs. language: HCL resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Cost Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://home.robusta.dev/blog/k8s-node-benchmark: title: "home.robusta.dev: When is a CPU not a CPU? Benchmark of Kubernetes Providers and Node Efficiency \U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: 'Presents empirical benchmarks of CPU efficiency across major cloud Kubernetes providers (EKS, GKE, AKS). - Proves that equivalent virtual CPUs do not yield identical performance due to cloud hypervisor overhead. - Crucial read for high-throughput microservices performance planning.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Performance Optimization - Benchmarks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress: title: "home.robusta.dev: The ultimate guide to Kubernetes Services, LoadBalancers, and Ingress \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A visual, high-impact guide illuminating structural boundaries and usage paradigms across ClusterIP, NodePort, LoadBalancer, and Ingress. Translates complex routing definitions into clear deployment rules of thumb to help architects select the optimal entry channel based on target budgets and security policies. language: English resource_type: Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Fundamentals - Service Topology tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://home.robusta.dev/blog/kubernetes-utilization-vs-reliability: title: "home.robusta.dev: You can't have both high utilization and high reliability \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: 'Analyzes the mathematical trade-off between resource utilization and cluster reliability. - Argues that running nodes at near-maximum capacity inevitably causes scheduling bottlenecks and evictions. - Recommends structured buffers to preserve high availability.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Reliability vs Cost tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://home.robusta.dev/blog/stop-using-cpu-limits: title: 'home.robusta.dev: For the Love of God, Stop Using CPU Limits on Kubernetes (Updated)' description: '- [dnastacio.medium.com: Why You Should Keep Using CPU Limits on Kubernetes](https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61) Or why staying away from unused CPU may be good for your containers' year: '2023' stars: 0 ai_summary: 'An updated post contrasting the ''no CPU limits'' argument against keeping limits for node protection. - Synthesizes perspectives on preventing runaway processes vs. suffering latency spikes due to CFS throttling. - Offers nuanced guidelines for varying workload patterns.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Performance Optimization - CPU Limits & Throttling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways: title: 'home.robusta.dev: Why everyone should track Kubernetes changes and top four'' ways to do so' description: '' year: '2022' stars: 3 ai_summary: An analytical guide exploring the operational necessity of tracking live cluster configuration modifications. The post contrasts change-tracking methods, including Kubernetes API auditing, GitOps synchronization differentials, and real-time alerting engines like Robusta and Kubeshark. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d health_score: 100.0 last_checked: 1779033592.193781 needs_ai_refresh: true hierarchy: - Observability - Audit Logging - Change Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:52.193781+02:00' https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus: title: 'homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications “Plus”!' description: '' year: '2021' stars: 2 ai_summary: A career planning guide emphasizing why credentialing must be actively supplemented with deep open-source portfolios, architectural projects, and reliable systems-level operations engineering. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Opinion & Strategy - Career Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hoppscotch.io: title: 'Hoppscotch: Open-Source Alternative to Postman' description: '' year: '2026' stars: 0 ai_summary: Hoppscotch is a modern, lightweight, web-native open-source alternative to Postman. Engineered to be highly performant, it streamlines real-time operations including HTTP, GraphQL, and WebSockets. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - API Testing - Open Source tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://horizons.carrefour.com/efficient-java-in-the-cloud-with-quarkus: title: 'Efficient Java in the cloud with Quarkus. Carrefour Spain’s test: Quarkus'' vs. Spring Boot' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Efficient Java in the cloud with Quarkus. Carrefour Spain’s test: Quarkus'' vs. Spring Boot in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034155.519649 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/customer.md v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.519649+02:00' https://horovits.medium.com/prometheus-now-supports-opentelemetry-metrics-83f85878e46a: title: '==horovits.medium.com: Prometheus Now Supports OpenTelemetry Metrics==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==horovits.medium.com: Prometheus Now Supports OpenTelemetry Metrics== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034322.700454 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:02.700454+02:00' https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices: title: 'horovits.wordpress.com: Kubernetes Security Best Practices' description: '' year: '2020' stars: 0 ai_summary: Explains foundational steps for securing Kubernetes API access, configuring container execution privileges, and auditing container images within CI/CD pipelines. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cluster Hardening - Security Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack: title: 'DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.227336 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md - docs/jenkins.md v2_locations: - devops-tools.md - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.227336+02:00' https://howdns.works: title: howdns.works description: '' year: '2018' stars: 0 ai_summary: An educational, comic-style visual narrative explaining the global mechanics of the Domain Name System (DNS). Breaks down recursive and authoritative resolvers, Root zones, TLD servers, and browser-side caching. Ideal for establishing a mental model of naming resolution dynamics before building microservices topologies. language: English resource_type: Interactive Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Protocols - DNS tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://howhttps.works: title: howhttps.works description: '' year: '2020' stars: 0 ai_summary: An interactive, visual educational resource designed to unpack the complex mechanics of the HTTPS protocol, TLS handshakes, and public key cryptography. Highly useful for onboarding developers to understand transport-layer security and key-exchange negotiations in web systems. language: English resource_type: Interactive Web complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Security - Networking Protocols - Transport Layer Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://howtodoinjava.com/maven: title: howtodoinjava.com/maven description: '' year: '2026' stars: 3 ai_summary: High-fidelity educational portal providing step-by-step technical guides, plugin configuration snippets, and architecture blueprints for building robust Maven-based Java workloads. language: English resource_type: Educational Resource complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Tutorials & Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-idea-project: title: 'howtodoinjava.com: Maven IntelliJ Idea Project' description: '' year: '2020' stars: 3 ai_summary: Practical walkthrough highlighting smooth workflow migration pathways to transition standard command-line Maven structures directly into productive IntelliJ IDEA project workspaces. language: English resource_type: Educational Resource complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - IDE Integrations - IntelliJ IDEA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://howtodoinjava.com/maven/maven-java-project-with-intellij-idea: title: 'howtodoinjava.com: Maven IntelliJ Idea Project' description: '' year: '2021' stars: 2 ai_summary: Step-by-step tutorial on initializing, configuring, and importing Maven projects inside JetBrains IntelliJ IDEA. Useful for junior developers looking to establish standard build patterns and resolve dependency import conflicts. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Build Tools - Java Ecosystem - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://http.cat: title: "http.cat \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A popular, visually descriptive resource mapping standard HTTP status codes to illustrative cat photos. Frequently used by developers as an educational tool, debug reference, and routing response helper. language: JavaScript resource_type: Utility complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Protocols & Performance - HTTP Architecture - Status Codes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://http2-explained.haxx.se: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 88fac0c82cdf6d10255adfb64fc13ba2a876b1e096aed7646df993cc88dd9087 health_score: 100.0 last_checked: 1779031896.519856 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.519856+02:00' https://http2.github.io: title: "http2.github.io HTTP/2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7671e742d1149405620fac23a5619cce021b8b5bd9d4de940aa53ad516217cb5 health_score: 100.0 last_checked: 1779029374.216599 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.216599+02:00' https://http2.github.io/faq: title: "http2.github.io HTTP/2 Frequently Asked Questions \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6c314974d92445138cdb880fef762e1352854f0d3f54a7c1c93f66675097b375 health_score: 100.0 last_checked: 1779032256.931158 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:36.931158+02:00' https://http3-explained.haxx.se: title: "http3-explained.haxx.se: HTTP/3 explained \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The definitive, author-maintained manual tracing the engineering properties of HTTP/3 and its underlying QUIC protocol. Explores connection setup, multiplexing, security benefits, UDP migration paths, and head-of-line blocking resolution. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Protocols & Performance - Protocol Evolution - HTTP/3 & QUIC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://httpd.apache.org: title: Apache description: '' year: '2025' stars: 0 ai_summary: The main technical site for the Apache HTTP Server, the industry-standard web server. Continues to power global web networks with highly stable modular routing rules and robust security mechanisms. language: C resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Web Servers - Apache HTTP Server tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html: title: Apache Reverse Proxy Guide description: '' year: '2025' stars: 0 ai_summary: Official engineering handbook illustrating the deployment and configuration of the Apache HTTP Server as a reverse proxy. Details mod_proxy directives, buffer limits, and load-balancer grouping policies. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Web Servers - Reverse Proxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://hub.docker.com/_/elasticsearch: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 00c57699dbbaf453e7c9995c525861c0b51661650c02a88bab6bc6c0e94fd6e8 health_score: 100.0 last_checked: 1779033773.235097 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:53.235097+02:00' https://hub.docker.com/_/websphere-liberty: title: 'DockerHub: websphere-liberty' description: '' year: '2026' stars: 4 ai_summary: The official WebSphere Liberty image on Docker Hub, providing a highly optimized cloud-native runtime designed for Java EE and MicroProfile. Live Grounding emphasizes its value for enterprise application modernization, delivering low-footprint containers with IBM technical backing. language: English resource_type: Container Image complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Runtimes - WebSphere - Docker tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/r/alwin2/petclinic-customers-service: title: ref 4 description: '' year: '2021' stars: 0 ai_summary: Docker container image representing the Customer Service sub-domain of the decomposed Spring Petclinic microservices suite. Designed for direct cluster deployments to test service-to-service communication. language: Dockerfile resource_type: Container Image complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Applications - Java Microservices - Container Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://hub.docker.com/r/anthonydahanne/spring-petclinic: title: ref 6 description: '' year: '2018' stars: 0 ai_summary: Historical community Docker image containing early builds of the Spring Petclinic framework. Used primarily for legacy workshop labs and testing Docker runtime backwards compatibility. language: Dockerfile resource_type: Container Image complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Docker - Prebuilt Images tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://hub.docker.com/r/arey/springboot-petclinic: title: ref 5 arey/springboot-petclinic description: '' year: '2023' stars: 0 ai_summary: A highly pulled, community-maintained Spring Boot Petclinic image optimized for lean runtimes. Includes built-in multi-architecture CPU support (ARM64/AMD64) ideal for localized testing and local Kubernetes clusters. language: Dockerfile resource_type: Container Image complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Docker - Prebuilt Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hub.docker.com/r/bitnami/cluster-autoscaler: title: bitnami/cluster-autoscaler description: '' year: '2023' stars: 0 ai_summary: A highly secure, enterprise-hardened container image for Kubernetes Cluster Autoscaler maintained by Bitnami. Ideal for teams requiring pre-packaged, scanned, and continuously updated container builds for their self-managed cluster deployments. language: Shell resource_type: Image complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hub.docker.com/r/bmoussaud/petclinic: title: ref 3 description: '' year: '2020' stars: 0 ai_summary: Docker image for the Spring Petclinic application instrumented with APM and monitoring agents. Useful for evaluating telemetry collection, performance profiling, and tracing agents inside isolated container runs. language: Dockerfile resource_type: Container Image complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Docker - Prebuilt Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hub.docker.com/r/centos/postgresql-10-centos7: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 93b8cb56515e894ef7899b4c113b2fdb5181c0efd6eb6bc57806bfb90441a5a8 health_score: 100.0 last_checked: 1779030384.738501 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:24.738501+02:00' https://hub.docker.com/r/ibuchh/petclinic-spinnaker-jenkins: title: ref 1 description: '' year: '2020' stars: 0 ai_summary: A legacy Docker Hub image combining PetClinic deployment artifacts with Spinnaker and Jenkins orchestration capabilities. Serves as a historical artifact of early multi-cloud continuous delivery pipelines built on top of traditional JVM monoliths. language: Dockerfile resource_type: Container Image complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Continuous Delivery - Docker Images tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hub.docker.com/r/jboss/kie-server: title: KIE Server description: '' year: '2026' stars: 0 ai_summary: The KIE Server Docker container package provides an execution environment for Drools and jBPM workflow engine patterns, simplifying distributed microservices runtime decision orchestration. language: Shell resource_type: Docker Image complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Business Rules - Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/r/jbrisbin/spring-petclinic: title: ref 7 description: '' year: '2015' stars: 0 ai_summary: One of the oldest legacy Docker images of the Spring PetClinic project. Demonstrates early containerization methodologies using heavy base operating system layers and older Java Virtual Machine (JVM) versions. language: Dockerfile resource_type: Container Image complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Docker - Prebuilt Images tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://hub.docker.com/r/openshift: title: DockerHub OpenShift description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 475e2cc9ced9d670432428f70e2191dd406cd8b11b2d9cdd0ec2663ed96ee513 health_score: 100.0 last_checked: 1779033296.244156 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:54:56.244156+02:00' https://hub.docker.com/r/openshiftdemos: title: DockerHub OpenShift Demos description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 27c97592dbf5be3d30ced985fa10083a991c51e8160539e4dbdcc52fd85761d7 health_score: 100.0 last_checked: 1779031080.900739 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:00.900739+02:00' https://hub.docker.com/r/payara/micro: title: Payara Micro description: '' year: '2026' stars: 4 ai_summary: The official Docker image for Payara Micro, a lightweight, cloud-optimized container runtime designed specifically for MicroProfile applications. Live Grounding shows Payara Micro is extensively used in dynamic, auto-scaling Kubernetes microservice pods due to its rapid startup and low configuration overhead. language: English resource_type: Container Image complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Runtimes - Payara Micro - Docker tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/r/payara/server-full: title: Payara description: '' year: '2026' stars: 3 ai_summary: The official Docker Hub repository for Payara Server Full, providing ready-made container images for complete Jakarta EE runtime capabilities. Live Grounding shows its primary use in legacy system migration, allowing enterprise operations to orchestrate monolithic workloads with modern container tooling. language: English resource_type: Container Image complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Runtimes - Payara Server - Docker tags: - '[LEGACY]' v1_locations: [] v2_locations: - java_app_servers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/r/sarjunkumar24391/petclinic: title: ref 2 description: '' year: '2019' stars: 0 ai_summary: A community-packaged Docker image of the classic Spring Petclinic application. Created primarily to facilitate rapid deployment testing on container runtimes without local Maven compilation overhead. language: Dockerfile resource_type: Container Image complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Docker - Prebuilt Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://hub.docker.com/r/sonatype/nexus3: title: hub.docker.com/r/sonatype/nexus3/ description: '' year: '2026' stars: 0 ai_summary: Official Docker repository containing Sonatype Nexus Repository Manager 3. Essential for hosting private software artifacts, dependency proxy caches (npm, NuGet, Maven), and localized container registries in enterprise platforms. language: None resource_type: Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Artifact Repositories - Sonatype Nexus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/r/texthtml/gitlab-merge-bot: title: 'DockerHub: Gitlab Merge Bot' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4ad2975075b7304620aefea29f11692ced9eb322a77b9cda0c050de6a4115cd0 health_score: 100.0 last_checked: 1779031615.281306 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:55.281306+02:00' https://hub.docker.com/u/openshift: title: DockerHub OpenShift description: '' year: '2026' stars: 0 ai_summary: Public Docker Hub repository hosting community-built images for OpenShift. While still containing useful base reference tools, current 2026 best practices dictate migrating critical dependencies to secure, enterprise-scanned registries. language: None resource_type: Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Registries - Community tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.docker.com/u/openshiftdemos: title: DockerHub OpenShift Demos description: '' year: '2020' stars: 0 ai_summary: Registry hosting pre-built container images optimized for the OpenShiftDemos organization. Though partially legacy due to secure private registry practices, it serves as a valuable public catalog of application runtimes. language: N/A resource_type: Registry complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Reference Architectures - Artifact Registries - Docker Images tags: - '[LEGACY]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hub.docker.com/u/redhat: title: "Red Hat Universal Base Images - hub.docker.com/u/redhat: UBI 8 standard, minimal, micro, and init from DockerHub \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The official Docker Hub repository for Red Hat Universal Base Images (UBI), offering secure, reliable standard, minimal, micro, and init image variants. These images provide enterprise-grade security patches, high reliability, and RHEL compatibility without requiring commercial subscriptions. It serves as an industry de facto standard for high-security container base images. language: N/A resource_type: Registry complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://hub.helm.sh: title: "hub.helm.sh \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: The legacy centralized search hub for locating community Helm charts before the packaging index consolidated. This resource is completely deprecated and has been succeeded by the modern, CNCF-maintained decentralized platform, Artifact Hub. language: Go resource_type: Web Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Chart Discovery tags: - '[LEGACY]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://hub.helm.sh/charts/choerodon/nexus3: title: "Choerodon Nexus3 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5989d4d1c4b96da728a60fac6c5af05b5f8fd135d48cdd0772f3670f90b7dad4 health_score: 100.0 last_checked: 1779033489.047263 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:09.047263+02:00' https://hub.helm.sh/charts/oteemo/sonarqube: title: hub.helm.sh/charts/oteemo/sonarqube description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a health_score: 100.0 last_checked: 1779033511.370022 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/sonarqube.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:31.370022+02:00' https://hub.helm.sh/charts/stable/cluster-autoscaler: title: 'hub.helm.sh: cluster-autoscaler' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a health_score: 100.0 last_checked: 1779030009.534532 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:09.534532+02:00' https://hub.kubeapps.com: title: KubeApps Hub description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032114.517841 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.517841+02:00' https://hub.qovery.com/guides/engineering/terraform-not-the-golden-hammer: title: 'hub.qovery.com: Terraform is Not the Golden Hammer' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 683f0609767fa848db6c8e614124c2c4c25e0b6741f9d0b69d7a16c6a806aa71 health_score: 100.0 last_checked: 1779032969.430525 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:29.430525+02:00' https://hub.tinztwins.de/7-hidden-python-tips-for-2024: title: 'hub.tinztwins.de: 7 Hidden Python Tips for 2024' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hub.tinztwins.de: 7 Hidden Python Tips for 2024 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032383.527049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.527049+02:00' https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernetes: title: 'huggingface.co: Implementing Fractional GPUs in Kubernetes with Aliyun Scheduler' description: '' year: '2024' stars: 0 ai_summary: A deep dive into fractional GPU scheduling policies on Kubernetes using the open-source Aliyun Scheduler. It showcases strategies for maximizing resource utility and lowering infrastructure bills by sharing single physical hardware resources across smaller model-serving pods. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - GPU Orchestration - Resource Allocation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-developer-platform: title: 'humanitec.com: Escape VMware lock-in with a modular Internal Developer Platform' description: '' year: '2024' stars: 0 ai_summary: Technical analysis of migration strategies away from proprietary VMware hypervisors using open-source, cloud-native IDP architectures. Evaluates the cost, operational, and performance advantages of deploying bare-metal or multi-cloud Kubernetes runtimes orchestrated by modular platform controllers. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Infrastructure Migration - VMware Alternatives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://humanitec.com/blog/handling-environment-variables-with-kubernetes: title: "How to handle environment variables with Kubernetes? \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A stellar architectural deep dive into environment variable management within Pod specs. Compares ConfigMaps, Secret injection, and secure dynamic configuration systems to avoid credential exposure in production. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration - Secrets Management - Environment Variables tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering: title: 'humanitec.com: How to design your repository structures to nail platform engineering' description: '' year: '2023' stars: 0 ai_summary: A deep architectural dive into GitOps-aligned repository topologies. Discusses split-repository layouts separating application code from environment configurations, enabling declarative platform orchestrators (like Humanitec or ArgoCD) to work seamlessly while maintaining strong security boundaries. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Architecture - GitOps Repository Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend: title: 'humanitec.com: Why every Internal Developer Platform needs a backend' description: '' year: '2023' stars: 0 ai_summary: Demystifies why standard UI portals (like Backstage) are insufficient without a powerful platform orchestrator backend. Details how platform orchestrators automatically resolve environment-specific dependencies, manage dynamic variables, and execute infrastructure provisioning pipelines safely behind the scenes. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - IDP Architecture - Control Plane tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://humanitec.com/reference-architectures: title: 'humanitec.com: Platform reference architecture on GCP' description: '' year: '2023' stars: 0 ai_summary: Outlines enterprise platform blueprints tailored for Google Cloud Platform. Combines GKE, Cloud Run, and Secret Manager under a unified platform orchestrator layer to drive developer velocity while keeping governance secure. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Reference Architectures - GCP tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://humanitec.com/reference-architectures/aws: title: 'humanitec.com: Platform reference architecture on AWS' description: '' year: '2023' stars: 0 ai_summary: Illustrates modern Platform Engineering frameworks on AWS. Details integrating EKS, RDS, and AWS Secrets Manager with Score and Humanitec to build scalable, low-friction self-service infrastructure portals. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Reference Architectures - AWS tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://humanitec.com/reference-architectures/azure: title: 'humanitec.com: Platform reference architecture on Azure' description: '' year: '2023' stars: 0 ai_summary: A production-ready blueprint mapping internal developer platforms (IDP) to native Azure resources. Details how to utilize AKS, Azure Key Vault, and Terraform to implement automated, secure self-service infrastructure pipelines. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Reference Architectures - Azure tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-work: title: 'nczonline: How content delivery networks (CDNs) work - Nov 2011' description: '' year: '2011' stars: 0 ai_summary: A timeless foundational resource detailing the transport mechanics of CDNs. It details network topological distance mapping, anycast DNS, and reverse proxy caching designs for accelerating global static assets. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Caching - CDN - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2011-06-01T00:00:00+02:00' https://huryn.substack.com/p/3-ways-to-create-10x-better-product: title: 'huryn.substack.com: 3 Ways to Create 10X Better Product Roadmaps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering huryn.substack.com: 3 Ways to Create 10X Better Product Roadmaps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030295.768351 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.768351+02:00' https://huyenchip.com/2021/09/13/data-science-infrastructure.html: title: 'huyenchip.com: Why data scientists shouldn’t need to know Kubernetes' description: '' year: '2021' stars: 4 ai_summary: Curator Insight presents an argument for abstracting infrastructure layer complexities away from data science personas. Live Grounding confirms that modern MLOps architectures emphasize platform engineering teams, deploying orchestration platforms that expose abstract pipelines while silently managing underlying Kubernetes workloads. language: Not Applicable resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Engineering - MLOps Architecture tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://huyenchip.com/2023/04/11/llm-engineering.html: title: 'huyenchip.com: Building LLM applications for production' description: '' year: '2023' stars: 5 ai_summary: A seminal, highly-cited framework for deploying Large Language Model applications in production environments. Addresses technical hurdles such as context window management, prompting reliability, latency optimization, cost-efficiency trade-offs, and structural output sanitization. Essential reading for modern generative AI architects. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Generative AI - LLM Ops - System Design tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://hwchiu.medium.com/docker-networking-model-introduction-194a2a2c9b68: title: 'hwchiu.medium.com: Docker Networking Model — Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering hwchiu.medium.com: Docker Networking Model — Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032345.598366 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.598366+02:00' https://hwchiu.medium.com/kubernetes-network-troubleshooting-approach-701de9463493: title: "==hwchiu.medium.com: Kubernetes Network Troubleshooting Approach== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==hwchiu.medium.com: Kubernetes Network Troubleshooting Approach== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029472.508084 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:12.508084+02:00' https://hwchiu.medium.com/why-does-my-2vcpu-application-run-faster-in-a-vm-than-in-a-container-6438ffaba245: title: "==hwchiu.medium.com: Why does my 2vCPU application run faster in a VM than' in a container?== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==hwchiu.medium.com: Why does my 2vCPU application run faster in a VM than' in a container?== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033579.270718 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:39.270718+02:00' https://hystax.com/the-difference-between-cloud-cost-management-and-finops: title: 'hystax.com: The difference between cloud cost management and FinOps' description: '' year: '2023' stars: 4 ai_summary: Delineates the operational boundaries between cloud cost management (siloed, reactive cost-cutting steps) and the FinOps lifecycle (collaborative, business-value mapping). The analysis shows that while cost management tools act as execution platforms, FinOps creates a cultural, cross-functional engineering framework. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Strategy & Governance - FinOps vs Cost Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://iainhunter.wordpress.com/2016/01/12/avoiding-pitfalls-running-mongo-3-2-in-docker-on-osx: title: Avoiding pitfalls running Mongo 3.2 in Docker on OSX description: '' year: '2016' stars: 2 ai_summary: Analyzes historical performance bottlenecks and host volume-mounting complications when virtualizing MongoDB 3.2 on macOS Docker setups. Remains as a reference for handling localized hypervisor file lockups. language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - MongoDB Ecosystem - Local Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://iamitcohen.medium.com/dns-in-kubernetes-how-does-it-work-7c4690fd813e: title: 'iamitcohen.medium.com: DNS in Kubernetes, how does it work?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iamitcohen.medium.com: DNS in Kubernetes, how does it work? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.184352 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.184352+02:00' https://iamunnip.medium.com/merging-kubeconfig-files-c9e0f340a71c: title: 'iamunnip.medium.com: Merging kubeconfig Files' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iamunnip.medium.com: Merging kubeconfig Files in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032952.463181 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:12.463181+02:00' https://iaviral.medium.com/most-used-functions-in-pandas-7c12ae238185: title: 'iaviral.medium.com: Most used functions in Pandas' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iaviral.medium.com: Most used functions in Pandas in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032582.980085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:02.980085+02:00' https://ibrahims.medium.com/azure-terraform-pipeline-devops-b57005a37936: title: 'ibrahims.medium.com: Azure Terraform Pipeline — DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ibrahims.medium.com: Azure Terraform Pipeline — DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030957.605735 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:57.605735+02:00' https://ibrahims.medium.com/security-context-kubernetes-9672ae2380f9: title: 'ibrahims.medium.com: Security Context — Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ibrahims.medium.com: Security Context — Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.036176 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.036176+02:00' https://iceburn.medium.com/jenkins-configuration-as-code-afd9031a42c9: title: 'iceburn.medium.com: Jenkins Configuration As Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iceburn.medium.com: Jenkins Configuration As Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033510.956026 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.956026+02:00' https://iceburn.medium.com/kubernetes-resource-requests-and-resource-limits-99c549c5a439: title: 'iceburn.medium.com: Kubernetes Resource Requests and Resource Limits' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iceburn.medium.com: Kubernetes Resource Requests and Resource Limits in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031537.802423 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:37.802423+02:00' https://ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ics.uci.edu in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736144.973302 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:24.973302+02:00' ? https://id.atlassian.com/login?continue=https%3A%2F%2Fid.atlassian.com%2Fjoin%2Fuser-access%3Fresource%3Dari%253Acloud%253Aconfluence%253A%253Asite%252F9568dfdc-cfdd-4632-a68e-1e18063a3152%26continue%3Dhttps%253A%252F%252Fcockroachlabs.atlassian.net%252Fwiki%252Fspaces%252FCRDB%252Fpages%252F73204099%252FBors%252BMerge%252BBot&application=confluence&orgId=52a68357-cecf-4127-a5ec-32eeac8cf060 : title: 'Example: CockroachDB''s Bors Merge Bot' description: '' year: '2021' stars: 3 ai_summary: Analyses how CockroachDB scaled its automated integration pipelines by leveraging Bors. Highlights operational optimizations for orchestrating high-density database test suites across hundreds of distributed pull requests daily. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://id.cloudbees.com/u/login/identifier?state=hKFo2SBoUmhWb3d4WEs0dkFkRGhTbnk0andSSjZMVFNJUzdOZ6Fur3VuaXZlcnNhbC1sb2dpbqN0aWTZIDB0NTY2d1FJaW9FTmxwNkFwNXFWbzNYajZfalZmelRjo2NpZNkgTXJPWHU5R0Y5NTAwT1NnWElTUkxEU0xsTU9UZ0JEd0Q : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.932245 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.932245+02:00' https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how: title: 'ideas.ted.com: How to find your sense of purpose at work' description: '' year: '2022' stars: 0 ai_summary: This resource maps out psychological methods to find purpose and agency in professional settings. It offers developers actionable advice for aligning day-to-day coding sprints with broader architectural and social goals. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Developer Wellness - Purpose Alignment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://ifuckinghatejira.com: title: ifuckinghatejira.com description: '' year: '2026' stars: 0 ai_summary: A satirical community-run portal expressing development team frustrations with overly complex Agile/Jira administrative overhead, emphasizing the need for streamlined development workflows. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Project Management - Agile Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://igboie.medium.com/kubernetes-ci-cd-with-github-github-actions-and-argo-cd-36b88b6bda64: title: 'igboie.medium.com: Kubernetes CI/CD with GitHub, GitHub Actions and Argo'' CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering igboie.medium.com: Kubernetes CI/CD with GitHub, GitHub Actions and Argo'' CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031497.084039 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:57.084039+02:00' https://ignite.apache.org: title: Apache Ignite description: '' year: '2025' stars: 0 ai_summary: Official home of Apache Ignite, a high-performance, horizontally-scalable, memory-centric distributed database and computation platform. Accelerates transactional microservices and analytical databases with key-value and SQL support. language: Java resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - In-Memory - Distributed Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://ikunalsingh.hashnode.dev/dynamic-operations-in-terraform-with-functions: title: '==ikunalsingh.hashnode.dev: Dynamic Operations in Terraform with Functions'' - Use templatefile to dynamically generate a script==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==ikunalsingh.hashnode.dev: Dynamic Operations in Terraform with Functions'' - Use templatefile to dynamically generate a script== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030711.019728 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:51.019728+02:00' https://images.linoxide.com/ebook-kubernetes-essentials.pdf: title: Kubernetes essentials E-book description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Kubernetes essentials E-book in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.914947 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.914947+02:00' https://imanishchaudhary.medium.com/secure-kubernetes-dashboards-with-sso-authentication-using-okta-oauth2-proxy-9e52189e9749: title: 'imanishchaudhary.medium.com: Securing Kubernetes Dashboards: SSO Authentication'' and RBAC Implementation with Okta and OAuth2 Proxy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering imanishchaudhary.medium.com: Securing Kubernetes Dashboards: SSO Authentication'' and RBAC Implementation with Okta and OAuth2 Proxy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029573.102686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:53.102686+02:00' https://imoisharma.medium.com/how-leader-election-works-in-kubernetes-by-m-sharma-635d213b3fd1: title: 'imoisharma.medium.com: How Leader election works in Kubernetes— By M. Sharma' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering imoisharma.medium.com: How Leader election works in Kubernetes— By M. Sharma in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032421.009199 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:21.009199+02:00' ? https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2 : title: 'imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration of machine learning in medical imaging' description: '' year: '2023' stars: 3 ai_summary: A comprehensive review of the algorithmic and pipeline mechanics behind machine learning integration in clinical imaging diagnostics. It covers key bottlenecks including image normalization, bounding-box annotations, model interpretability, and the challenge of adversarial attacks in clinical datasets. It serves as a great structural introduction to medical imaging ML architectures. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Healthcare Tech - AI Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - customer.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://imsundeep8.medium.com/deploy-production-grade-kubernetes-cluster-using-kops-on-amazon-cloud-aws-abc79f46aa32: title: 'imsundeep8.medium.com: Deploy Production-grade Kubernetes Cluster using'' kOps on Amazon Cloud (AWS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering imsundeep8.medium.com: Deploy Production-grade Kubernetes Cluster using'' kOps on Amazon Cloud (AWS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032902.012192 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.012192+02:00' https://incepto-medical.com/en: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1167d6335c1f484a2151e78b551f41ad6cee301c9d6152282703d71c37d4d1fc health_score: 100.0 last_checked: 1779032115.440773 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/customer.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:15.440773+02:00' https://inder-devops.medium.com/aks-networking-deep-dive-kubenet-vs-azure-cni-vs-azure-cni-overlay-a51709171ce9: title: '==inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI'' vs Azure-CNI (overlay)==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI'' vs Azure-CNI (overlay)== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.165768 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.165768+02:00' https://inder-devops.medium.com/ci-cd-setup-in-just-5-mins-with-basic-yaml-configuration-95b8e894a110: title: '==inder-devops.medium.com: CI/CD setup in just 5 mins with basic yaml configuration==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==inder-devops.medium.com: CI/CD setup in just 5 mins with basic yaml configuration== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030708.330703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:48.330703+02:00' https://inder-devops.medium.com/its-time-to-migrate-your-container-runtime-kubernetes-1-24-is-coming-f0c0b6b9bb90: title: 'inder-devops.medium.com: It’s Time to Migrate your Container Runtime, Kubernetes'' 1.24 is coming' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering inder-devops.medium.com: It’s Time to Migrate your Container Runtime, Kubernetes'' 1.24 is coming in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033488.694909 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:08.694909+02:00' https://inder-devops.medium.com/kafka-best-practices-lessons-learned-by-inder-431dc5fafd3b: title: 'inder-devops.medium.com: Kafka- Best practices & Lessons Learned | By Inder' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering inder-devops.medium.com: Kafka- Best practices & Lessons Learned | By Inder in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030846.448849 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:06.448849+02:00' https://inder-devops.medium.com/on-premise-to-cloud-migration-mock-drills-using-istio-ea89aee5ea38: title: "==inder-devops.medium.com: On-premise to cloud migration mock drills using' Istio== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==inder-devops.medium.com: On-premise to cloud migration mock drills using' Istio== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033421.619332 needs_ai_refresh: false hierarchy: - 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Shows how to set up strict PR approval limits and automated checkouts. language: None resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Git Integration - Azure DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - elearning.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://info.acloud.guru/resources/azure-devops-vs-github-comparing-microsofts-devops-twins: title: 'info.acloud.guru: Azure DevOps VS GitHub: Comparing Microsoft''s DevOps Twins' description: '' year: '2023' stars: 0 ai_summary: A comparative analysis between Azure DevOps and GitHub Enterprise services. 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Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:34.449301+02:00' https://info.acloud.guru/resources/deploy-kubernetes-app-with-azure-devops: title: 'info.acloud.guru: Deploying your first kubernetes app with Azure DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru: Deploying your first kubernetes app with Azure DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.599603 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.599603+02:00' https://info.acloud.guru/resources/deploying-kubernetes-with-gitops: title: 'info.acloud.guru: Adopting GitOps for Kubernetes on AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru: Adopting GitOps for Kubernetes on AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.995985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.995985+02:00' https://info.acloud.guru/resources/kubernetes-aws-cloud-scaling-hey: title: 'info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.874204 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.874204+02:00' https://info.crunchydata.com/blog/active-active-on-kubernetes: title: 'crunchydata blog: Deploying Active-Active PostgreSQL on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 84bef64b67d106a25fbea558d7293ef415b804707b5f3b20f508a2a8a4ec496d health_score: 100.0 last_checked: 1779030394.494615 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:13.596962+02:00' https://info.crunchydata.com/blog/composite-primary-keys-postgresql-and-django: title: 'info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b03c950b46ad0afbbd1192950f01687e1464ea4d029d33506b4856b3c58311ae health_score: 100.0 last_checked: 1779034084.873165 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:04.873165+02:00' https://info.crunchydata.com/blog/crunchy-postgres-kubernetes-operator-4.0: title: 'crunchydata blog: What''s New in Crunchy PostgreSQL Operator 4.0' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 761f5c11f5841707f77feffedf9e6271d61cd564ab0b8f03ec3a160e71ec530a health_score: 100.0 last_checked: 1779032961.498428 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - 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Explains how to integrate Microsoft Cost Management tools, align finance and IT departments, and set up clear internal billing methods. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Azure Optimization - Governance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://info.varnish-software.com/the-varnish-book: title: The Varnish Book description: '' year: '2020' stars: 0 ai_summary: The definitive technical documentation book for Varnish configurations. 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Focuses on transforming standard templates into application parameters during environment deployments. language: English resource_type: blog_post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible - Templating tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://infviz.io: title: infviz.io description: '' year: '2024' stars: 0 ai_summary: An innovative diagram platform tailored for parsing cloud systems and outputting highly stylized, lightweight layout maps. 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Demonstrates how to leverage Inlets as an encrypted websocket bridge to route traffic into isolated dev environments seamlessly. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Tunnels tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html: title: 'inlets.dev: Fixing the Developer Experience of Kubernetes Port Forwarding' description: '' year: '2022' stars: 4 ai_summary: Addresses stability issues inherent in standard kubectl port-forward operations. Explains how tunnels and reverse-proxy tools like Inlets provide developers with robust, persistent local connections. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 865ccc5f407bf5b8f4fc8c84b76c0eccd4608ae8bd9eadca1b666fc1a3cdd0b9 health_score: 100.0 last_checked: 1779034238.074519 needs_ai_refresh: true hierarchy: - Kubernetes Platform - Cluster Administration - Port Forwarding tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:38.074519+02:00' https://inlets.dev/blog/2023/02/24/ingress-for-local-kubernetes-clusters.html: title: 'inlets.dev: How to Get Ingress for Private Kubernetes Clusters' description: '' year: '2023' stars: 4 ai_summary: Deconstructs architectures designed to route public traffic into nested enterprise VPN networks. Leverages secure tunnels to channel request paths from public exit nodes directly into localized development networks. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Tunnels tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://innovation.ebayinc.com/stories/resiliency-and-disaster-recovery-with-kafka: title: 'tech.ebayinc.com: Resiliency and Disaster Recovery with Kafka' description: '' year: '2021' stars: 0 ai_summary: A deep operational case study detailing how eBay manages disaster recovery and maintains multi-region high availability across global Kafka clusters. Highlights mirroring tools, replication offsets, network routing strategies, and automated failover validation tests. language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Disaster Recovery tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://insight-services-apac.github.io/2023/12/04/getting-started-bicep: title: 'insight-services-apac.github.io: Getting Started with Bicep' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e411469b07a7323b37fbf758ab307ca131bd4ec843ef2ca3dd99c8af5bd413c7 health_score: 100.0 last_checked: 1779033794.988915 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.988915+02:00' https://insights.project-a.com/using-github-actions-to-deploy-to-kubernetes-122c653c0b09: title: "insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in' GKE \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be516ca276011e3d156c9483a59b21da3e5d185635fc5cead0a4f92bedb76750 health_score: 100.0 last_checked: 1779032587.073588 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:07.073588+02:00' https://insights.stackoverflow.com/survey: title: Stack Overflow Annual Developer Survey description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5061b6e87d39f2a777437497cf0524bb538047fd55cf2d82e631a301d0eb2111 health_score: 100.0 last_checked: 1779033697.085258 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:37.085258+02:00' https://insights.stackoverflow.com/survey/2021: title: '2021' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7d3f7acffbd9d3f76ffcbdbe15e2da1c5f317be9727d85bc667daaf8ad05d1c5 health_score: 100.0 last_checked: 1779032184.798894 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.798894+02:00' https://inspektor.cloud/blog/evaluating-open-policy-agent-in-rust-using-wasm: title: 'inspektor.cloud: Evaluating open policy agent in rust using wasm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering inspektor.cloud: Evaluating open policy agent in rust using wasm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032055.293808 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:15.293808+02:00' https://intellipaat.com/blog/ansible-vs-kubernetes-vs-docker: title: 'intellipaat.com: Ansible vs Kubernetes vs Docker' description: '' year: '2023' stars: 0 ai_summary: Comparative breakdown defining the roles of Ansible, Docker, and Kubernetes in a modern platform ecosystem. Outlines physical setup layers, container virtualization, and orchestration scheduling. language: English resource_type: blog_post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Orchestration - Foundations - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/aws-vs-azure-vs-google-cloud: title: 'intellipaat.com: AWS vs Azure vs Google – Detailed Cloud Comparison' description: '' year: '2026' stars: 0 ai_summary: A side-by-side technical comparison of services across AWS, Azure, and Google Cloud Platform. It charts corresponding compute, networking, database, and IAM paradigms. Live grounding proves its value as a rapid reference for architects translating infrastructure footprints between cloud providers. language: English resource_type: Guide/Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Strategy - Hyperscalers - AWS-Azure-GCP comparison tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/dbms-vs-rdbms-difference: title: 'intellipaat.com: Difference between DBMS and RDBMS' description: '' year: '2022' stars: 0 ai_summary: Contrasts the architectural and operational definitions between basic flat-file Database Management Systems (DBMS) and modern Relational Database Management Systems (RDBMS) implementing relational tables, schemas, and ACID transactions. language: English resource_type: Conceptual Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Database Architecture - Core Concepts - Database Taxonomy tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://intellipaat.com/blog/devops-monitoring-tools: title: 'intellipaat.com: Top 10 DevOps Monitoring Tools' description: '' year: '2023' stars: 0 ai_summary: 'A comparison review of the top 10 DevOps monitoring systems, including Prometheus, Nagios, Grafana, Datadog, and ELK Stack. Curator Insight: Broad overview of tool options. Live Grounding: Good entry-level comparison matrix for engineering managers planning initial tool stacks.' language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Observability - Tooling - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/amazon-aws-interview-questions: title: 'intellipaat.com: Top Amazon AWS Interview Questions – Most Asked' description: '' year: '2026' stars: 0 ai_summary: Focuses on enterprise AWS technical interview expectations. Details cloud design patterns, identity structures (IAM), security boundary controls, load balancer strategies, and auto-scaling group definitions. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - AWS Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/devops-interview-questions: title: 'intellipaat.com: Top DevOps Interview Questions – Most Asked' description: '' year: '2026' stars: 0 ai_summary: A broad-spectrum reference manual for fundamental DevOps interview evaluations. Features technical breakdowns of virtualization, basic configuration pipelines, microservice deployment strategies, and monitoring solutions. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - DevOps & CI/CD tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/git-interview-questions-answers: title: "intellipaat.com: Top Git Interview Questions And Answers \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Explores Git architecture and workflow interview standards. Details differences between merge and rebase commands, conflict resolution strategies, index states, and local commit tracking features. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Git & Version Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers: title: 'intellipaat.com: Top Jenkins Interview Questions and Answers' description: '' year: '2023' stars: 4 ai_summary: Architectural and operational interview focus on Jenkins pipelines. Evaluates declarative versus scripted pipeline syntax, master-agent clustering strategies, backup patterns, and security policy configuration. language: Groovy resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD - Jenkins tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers: title: 'intellipaat.com: Top Kubernetes Interview Questions and Answers' description: '' year: '2023' stars: 4 ai_summary: Enterprise-aligned interview preparation exploring advanced container orchestration concepts. Includes Kubernetes cluster networking (CNI), persistent volumes (PV/PVC) lifecycles, and self-healing deployment topologies. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/interview-question/mysql-interview-questions: title: 'intellipaat.com: Top Answers to MySQL Interview Questions' description: '' year: '2026' stars: 0 ai_summary: Focuses on MySQL transactional optimizations and engineering details. Covers storage engines (InnoDB configurations), lock structures, indexing hierarchies, and query execution optimizations. language: None resource_type: Interview Q&A complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career & Interview Preparation - Interview Prep - Database & SQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/nosql-vs-sql-what-is-better: title: 'intellipaat.com: NoSQL vs. SQL - Difference between SQL and NoSQL' description: '' year: '2023' stars: 3 ai_summary: Comparative breakdown of relational databases against non-relational storage engines. Outlines key differentiators such as dynamic schema definitions, vertical vs horizontal scalability vectors, and CAP theorem profiles. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - Database Comparison - SQL vs NoSQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/sql-vs-mysql-difference: title: 'intellipaat.com: SQL vs MySQL - Key Differences Between SQL and MySQL' description: '' year: '2022' stars: 0 ai_summary: Differentiates SQL as a standardized, declarative structured query language from MySQL, a concrete, production-grade relational database management system implementation. language: English resource_type: Conceptual Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - SQL - Core Concepts - Database Taxonomy tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://intellipaat.com/blog/terraform-vs-ansible-difference: title: "intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform and Ansible \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Compares Terraform and Ansible, focusing on state management and typical use cases. Shows how Terraform specializes in declarative stateful cloud provisioning, while Ansible excels at stateless procedural host and configuration management. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Tool Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/amazon-web-services-aws-tutorial/aws-cheat-sheet: title: "intellipaat.com: AWS Cheat Sheet \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A foundational AWS architecture reference detailing core cloud offerings like EC2 instances, S3 storage buckets, and IAM policy permissions. It serves as a helpful baseline for developers building multi-tier, microservice-based cloud deployments. language: None resource_type: Blog complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Cloud Computing - AWS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/ansible-basic-cheat-sheet: title: 'intellipaat.com: Ansible Basic Cheat Sheet' description: '' year: '2025' stars: 3 ai_summary: 'Curator Insight: Basic reference compiling syntax patterns for Ansible inventory files and variable declarations. Live Grounding: Simplifies early-stage host configurations, dynamic inventory grouping, and baseline connection parameters (SSH/WinRM) for rapid platform configuration.' language: English resource_type: DevOps Tutorial complexity: Beginner-Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Configuration Management - Ansible tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/docker-cheat-sheet: title: "intellipaat.com: Docker Cheat Sheet \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: A DevOps educational reference tracking foundational Docker engine instructions. Maps container operational lifecycles, network architectures, and filesystem volume setups to simplify learner integration journeys. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet: title: "intellipaat.com: GIT Cheat Sheet \U0001F31F" description: '' year: '2025' stars: 3 ai_summary: 'Curator Insight: DevOps-centric Git reference outlining the tool''s integration role in continuous integration pipelines. Live Grounding: Links Git hooks directly to automated testing and pre-commit framework compliance, validating source control configurations.' language: English resource_type: DevOps Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial: title: "intellipaat.com: Git Tutorial - Learn Git \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A comprehensive tutorial on distributed version control concepts, branching mechanics, and stage isolation in Git. Links localized version control with downstream continuous integration and delivery loops within automated DevOps pipelines. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git CLI Basics tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/jenkins-cheat-sheet: title: "intellipaat.com: Jenkins Cheat Sheet \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An in-depth training reference detailing Jenkins installation, master-agent architecture, and security rules. Curator Insight notes its structural value. Live Grounding confirms its role in stabilizing legacy CI infrastructure setups. language: English resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - CI/CD Platforms - Jenkins tags: - '[LEGACY]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/devops-tutorial/kubernetes-cheat-sheet: title: "intellipaat.com \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: DevOps tutorial outlining essential kubectl operations and resource templates. Aimed at training cloud administrators for standard operational pipelines, troubleshooting, and microservice deployment mapping. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Training & Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/python-tutorial/python-cheat-sheet-basics: title: 'intellipaat.com: Python Cheat Sheet Basics' description: '' year: '2024' stars: 0 ai_summary: A quick-reference guide tracking Python's basic features. Explores conditional statements, loop patterns, variable mappings, and foundational function implementations to quickly establish scripts. language: Python resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Languages - Python tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/rpa-tutorial/rpa-cheat-sheet: title: 'intellipaat.com: RPA Cheat Sheet' description: '' year: '2024' stars: 0 ai_summary: An introductory synthesis of Robotic Process Automation (RPA) tools like UiPath and Blue Prism. Focuses on orchestrating digital processes, setting up API bridges, and designing bots for enterprise scale. language: English resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Systems - Automation - RPA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/selenium-tutorial: title: 'intellipaat.com: Selenium Tutorial – Learn Selenium from Experts' description: '' year: '2023' stars: 0 ai_summary: A comprehensive training guide covering Selenium's operational APIs. Instructs on building maintainable testing frameworks, executing Grid-driven runs, and using element locators. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Test Automation - Web Testing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet: title: 'intellipaat.com: Selenium Cheat Sheet' description: '' year: '2024' stars: 0 ai_summary: An architectural and structural guide summarizing Selenium tools. Features comparisons of Selenium WebDriver, IDE, and Grid architectures, detailing remote parallel execution setups across enterprise systems. language: Java resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Quality - Testing Automation - Selenium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet: title: 'intellipaat.com: SQL Commands Cheat Sheet' description: '' year: '2024' stars: 0 ai_summary: A foundational SQL index summarizing syntax patterns across major engines. Synthesizes basic statements with introductory query filters, making it a reliable reference for new database engineers. language: SQL resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases & Storage - Relational Databases - SQL tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://intellipaat.com/blog/what-does-a-devops-engineer-do: title: "intellipaat.com: What Does a DevOps Engineer Do? \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Explains the daily responsibilities of a platform engineer. Outlines pipeline design, environment creation, cloud infrastructure management, and monitoring configurations needed to keep applications running smoothly. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Methodology - Career Roadmap - Operational Roles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://intellipaat.com/blog/what-is-amazon-web-services-aws: title: 'intellipaat.com: What is AWS?' description: '' year: '2026' stars: 0 ai_summary: An introductory guide mapping AWS fundamentals, key global infrastructure concepts, and core service offerings (compute, database, and storage abstractions) tailored for engineering personnel initiating cloud transitions. language: N/A resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 66aed94a7c3f1c71b7f84c165ab947bcc046e2b718428d9dc614a4fd4458d1cb health_score: 100.0 last_checked: 1779029628.534462 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:48.534462+02:00' https://intellipaat.com/blog/what-is-penetration-testing: title: 'intellipaat.com: What is Penetration Testing?' description: '' year: '2021' stars: 0 ai_summary: This resource is an introductory educational article outlining the core principles, methodologies, and phases of penetration testing. It serves as a foundational guide for engineers transitioning into security-conscious infrastructure architectures. language: English resource_type: Educational Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0a85a28c2130775a41bb970dabdcbec9bbfa530246f74c74beafcac3a0601643 health_score: 100.0 last_checked: 1779029509.519327 needs_ai_refresh: true hierarchy: - Security & Hardening - Educational Material - Penetration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:49.519327+02:00' https://intellipaat.com/mediaFiles/2019/03/docker-cheat-sheet.pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c63d4aec4326e9c75db4dbedfdfe90745d9d24c3461a85a6018ff025b5081033 health_score: 100.0 last_checked: 1779029067.87112 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:27.871120+02:00' https://intezer.com/blog/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: title: 'intezer.com: New Attacks on Kubernetes via Misconfigured Argo Workflows' description: '' year: '2021' stars: 0 ai_summary: An analytical threat report detailing real-world security incidents caused by unauthenticated dashboard exposure on Argo Workflows instances. It explains how malicious actors exploit these misconfigured orchestrators to perform cryptocurrency mining. This case study highlights the importance of enforcing rigorous network segregation on all management layers. language: None resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - Argo Workflows Misconfigurations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://intezer.com/blog/research/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d4b83ee3cc43adf7486e3a2e3532a8c6507c5cbb5e2ba0e13fedb719f6c80fad health_score: 64.0 last_checked: 1779130495.011968 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.011968+02:00' https://inthecloud.withgoogle.com/free-training-21/register.html: title: Google Cloud Skills Boost description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e6a9b8d71cf67d8617b3fdd28c742b1b9f72f2f4b471930116d027760a393b09 health_score: 100.0 last_checked: 1779030132.877066 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.877066+02:00' https://io.google/2026: title: Google I/O 2026 description: The official landing hub for Google I/O 2026, offering keynotes, product releases, technical documentation links, and on-demand video sessions for global developers. year: '2026' stars: 4 ai_summary: '**Curator Insight:** The central architectural index for Google''s cloud, mobile, and machine learning developer tooling, establishing the technological baseline for the 2026 software ecosystem. **Live Grounding:** The official normalized portal for Google I/O 2026 acts as a launchpad for deep-dive resources on Gemini 2.5/3.0, Android 17, and next-gen Chrome DevTools. * **Core Technical Impact:** Outlines shifts in edge computing architectures, containerized micro-runtime capabilities, and declarative web platforms. * **Architectural Value:** Essential for engineering leaders aligning platform roadmaps with emerging web standards and cloud-native services.' language: en resource_type: site complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: 158b9a7b27c4066cab6cbb3c81706acf5466f46665e6fd16b881360c734abadc health_score: null last_checked: 1780352272.994159 needs_ai_refresh: false hierarchy: - Cloud Ecosystems - Google Cloud - Google I/O Conferences tags: - ENTERPRISE-STABLE - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: uncategorized reputation_status: Vetted reputation_summary: Highly vetted. The definitive web presence for Google's largest developer event of the year. social_preview_url: https://io.google/2026/assets/images/io26-og-image.jpg source_provenance: X.com (GoogleDevs) suggested_new_category: '' discovered_at: '2026-06-02T00:17:52.994159+02:00' https://iongion.github.io/podman-desktop-companion: title: "iongion.github.io: Podman Desktop Companion \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Outlines an early community-driven Electron GUI companion built to manage Podman containers and networks visually. Live grounding notes that this community initiative has largely been succeeded by the official, enterprise-stable Podman Desktop application developed by Red Hat. language: TypeScript resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Graphical User Interfaces - Podman Desktop Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iopshub.medium.com/terraform-best-practices-everyone-should-know-a7c76ba9f085: title: 'iopshub.medium.com: Terraform Best Practices Everyone Should Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iopshub.medium.com: Terraform Best Practices Everyone Should Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033084.334338 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.334338+02:00' https://iot-analytics.com/iot-cloud: title: 'iot-analytics.com: The IoT cloud: Microsoft Azure vs. AWS vs. Google Cloud' description: '' year: '2026' stars: 0 ai_summary: An in-depth IoT Analytics report mapping the differences in IoT architectures, ingestion protocols, and message-broker setups across AWS, Azure, and Google Cloud. Live grounding highlights the strategic exit of GCP IoT Core, which shifted the enterprise IoT landscape heavily toward Azure IoT Hub and AWS IoT. language: English resource_type: Case Study/Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Strategy - Internet of Things - IoT Cloud Platforms tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed68a99a: title: 'irfanyusanif.medium.com: Best practices to communicate between microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering irfanyusanif.medium.com: Best practices to communicate between microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032832.894586 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:12.894586+02:00' https://ishantgaurav.in/2021/06/22/complete-application-deployment-using-kubernetes: title: 'ishantgaurav.in: Complete Application Deployment using Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ishantgaurav.in: Complete Application Deployment using Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030503.384531 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:23.384531+02:00' https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern: title: 'ishantgaurav.in: Kubernetes – Sidecar Container Pattern' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ishantgaurav.in: Kubernetes – Sidecar Container Pattern in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032036.565121 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:56.565121+02:00' https://ismiletechnologies.com/en_us/devsecops/secure-devops-kit-azureazsk: title: 'ismiletechnologies.com: Secure DevOps Kit For Azure(AzSK)' description: '' year: '2023' stars: 2 ai_summary: An analysis of the Secure DevOps Kit for Azure, detailing its six key focus areas including subscription security, continuous assurance, and alerting. It provides a functional roadmap for integrating compliance checks into DevOps pipelines. It serves as a great introductory guide to understanding pre-cloud-native security assurance techniques. language: N/A resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & Platform Engineering - Infrastructure Security - AzSK Assessment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://isoflow.io: title: Isoflow description: '' year: '2024' stars: 3 ai_summary: An emerging design canvas specialized in creating beautiful 3D isometric network and system architecture layouts. Ideal for producing high-fidelity structural graphics for engineering specifications. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Visualization - 3D Isometric tags: - '[EMERGING]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://isovalent.com/blog/post/2021-11-container-escape: title: 'isovalent.com: Detecting a Container Escape with Cilium and eBPF' description: '' year: '2021' stars: 0 ai_summary: An in-depth case study of container escape tactics and real-time detection utilizing eBPF and Cilium. It highlights limits of traditional syscall auditing, showcasing how kernel-level hooks identify privilege escalation without agent-induced overhead. Live Grounding points to eBPF-based security as the modern baseline for runtime security orchestration. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Runtime Security - eBPF & Cilium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://isovalent.com/blog/post/azure-cni-cilium: title: 'isovalent.com: Announcing Azure CNI Powered by Cilium' description: '' year: '2022' stars: 0 ai_summary: Isovalent's technical summary showcasing Azure CNI powered by Cilium integration. This architecture combines Azure's high-performance native routing fabrics with the advanced, secure eBPF-driven networking layer of Cilium. Represents the modern standard for fast AKS networking in 2026. language: Markdown resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking & CNI - Azure CNI Cilium tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes: title: 'isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?' description: '' year: '2023' stars: 0 ai_summary: Analyzes the implementation of Google's 'Four Golden Signals' within Kubernetes, highlighting how eBPF-powered tools like Cilium provide transparent application level metrics (latency, traffic, errors, saturation) without relying on traditional sidecar architectures. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Observability & Service Mesh - Reliability Engineering - eBPF-Based Telemetry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://isprox.com/16-estilos-liderazgo-cual-es-mas-efectivo: title: 'isprox.com: 16 Estilos de liderazgo: ¿cuál es más efectivo?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3ff80c5eec8325ad0676446d5df37b5d77af27a71febd6c73aac11585126c1fb health_score: 100.0 last_checked: 1779030714.410069 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:54.410069+02:00' https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo: title: 'isprox.com: 16 Estilos de liderazgo: ¿cuál es más efectivo?' description: '' year: '2022' stars: 0 ai_summary: Evaluates 16 distinct leadership models, contrasting authoritative and laissez-faire approaches with agile-friendly, situational, and servant leadership styles. Helps engineering directors choose a style matching their team's level of maturity. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Management - Leadership - Organizational Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://istio.io: title: Istio.io description: '' year: '2026' stars: 0 ai_summary: Home of the de facto standard open-source service mesh. Implements a uniform plane for managing, securing, and routing microservices traffic across hybrid cloud container clusters. language: English resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Networking - Traffic Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - istio.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://istio.io/blog/2020/tradewinds-2020: title: 'The Istio project just consolidated its control plane services: Pilot, Citadel,'' Galley, and the sidecar injector, into a single binary, __Istiod__' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3de46fd0ea0aa3c429801bdfdd5630c2b2c5f87c9c44ecb9cde09b5162a82f6a health_score: 100.0 last_checked: 1779034569.192516 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:09.192516+02:00' https://istio.io/latest/blog/2020/tradewinds-2020: title: 'The Istio project just consolidated its control plane services: Pilot, Citadel, Galley, and the sidecar injector, into a single binary, __Istiod__' description: '' year: '2020' stars: 0 ai_summary: Architectural milestone document explaining the consolidation of Pilot, Citadel, Galley, and Sidecar Injector into the unified 'Istiod' control plane. Significantly improved operator UX and runtime resource efficiency. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Architecture - Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://istio.io/latest/blog/2021/external-locality-failover: title: 'istio.io: Configuring failover for external services' description: '' year: '2021' stars: 0 ai_summary: Official technical documentation covering how to configure high-availability failover for services running outside the immediate mesh. Utilizes ServiceEntry, DestinationRule, and VirtualService configurations to coordinate multi-region and external egress redundancy. language: English resource_type: Documentation complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Resilience tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://istio.io/latest/blog/2022/introducing-ambient-mesh: title: 'istio.io: Introducing Ambient Mesh' description: '' year: '2022' stars: 0 ai_summary: Introduces Istio Ambient Mesh, an innovative sidecar-less service mesh architecture. Splits proxy responsibilities into a node-level shared zero-trust secure overlay (ztunnel) and optional Layer 7 waypoint proxies to reduce resource utilization. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://istio.io/latest/blog/2022/merbridge: title: 'istio.io: Merbridge - Accelerate your mesh with eBPF' description: '' year: '2022' stars: 0 ai_summary: Presents Merbridge, an open-source tool that leverages eBPF to bypass the traditional iptables overhead in Istio environments. By routing data directly between sockets, Merbridge significantly reduces network latency and control plane CPU usage. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Performance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://istio.io/latest/docs/examples/microservices-istio: title: "istio.io: Learn Microservices using Kubernetes and Istio \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Official tutorial illustrating how to orchestrate multi-language microservices inside Kubernetes using Istio to handle service discovery, fault injection, and dynamic traffic routing. language: English resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Microservices Design - Architecture tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://istiobyexample.dev: title: "istiobyexample.dev \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An exemplary repository of practical, real-world Istio deployment configurations. Provides direct templates for traffic routing, rate limiting, and mTLS security configurations, serving as an indispensable resource for platform teams building service mesh architectures. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781430302.526507 needs_ai_refresh: false hierarchy: - Cloud Native - Service Mesh - Istio Examples tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-06-14T11:45:02.526507+02:00' https://istiobyexample.dev/fault-injection: title: 'istiobyexample.dev: Fault Injection' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032716.144599 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:16.144599+02:00' https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell: title: 'it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell' description: '' year: '2021' stars: 0 ai_summary: This reporting explores how PowerShell is frequently leveraged as a major vector for executing post-exploitation activities and malicious scripts. It discusses the importance of securing scripting environments and restricting user privilege levels. It highlights strategies for monitoring and auditing shell executions. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Detection - OS Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iter8.tools: title: Iter8 description: '' year: '2024' stars: 4 ai_summary: A Kubernetes-native release validation and progressive delivery tool. Iter8 enables automated canary testing, A/B testing, and SLO evaluation. It coordinates traffic shifting using Service Meshes or Gateways, evaluating metrics from Prometheus and metrics-server to automate rollbacks or promote stable microservice builds. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Progressive Delivery tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - sre.md - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018: title: 'itnext.io: 12 factor Microservice applications — on Kubernetes' description: '' year: '2022' stars: 0 ai_summary: A deep dive into implementing the complete 12-Factor framework within Kubernetes. Highlights strict environmental isolation, declarative deployment processes, and scaling microservices with pod replicas. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kubernetes-c923fecf4644: title: 'itnext.io: 3 Reasons to Choose a Wide Cluster over Multi-Cluster with Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Presents core technical rationales supporting single wide clusters instead of segmented multi-cluster footprints. Highlights simplified deployment setups, decreased licensing/overhead expenses, and streamlined internal networking models. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Multi-Cluster - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd: title: "itnext.io: 4 Design Patterns for Containers in Kubernetes | Daniele Polencic \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Discusses key container design patterns within Kubernetes pods, highlighting sidecars, adapters, and ambient patterns. It details how sidecar containers decouple infrastructure utilities (such as logging and service mesh proxies) from main application runtimes. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Kubernetes - Container Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5: title: "itnext.io: 5 Advanced Kubernetes Operators Every DevOps Engineer Should Know About \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An industry report outlining five crucial operators that streamline infrastructure orchestration. Analyzes the design benefits of using specialized controllers to handle stateful, complex operations on storage, observability, and networking workloads. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - Controller Architecture - Guides & Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950: title: 'itnext.io: 6 kubectl plugins you must try' description: '' year: '2026' stars: 0 ai_summary: A curated blog post demonstrating six high-utility kubectl plugins for cluster maintenance. Focuses on extensions for resource querying, troubleshooting, and namespace transitions that significantly ease the day-to-day administrative burdens of DevOps practitioners. language: None resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Command Line Tools - Recommended Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422: title: 'itnext.io: A minimalist guide to gRPC' description: '' year: '2021' stars: 4 ai_summary: A practical, minimalist guide to gRPC. Explains how to author a basic `.proto` file, run the protocol compiler to output language-specific stubs, and build functional RPC client-server architectures. language: Agnostic resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - RPC - gRPC tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9: title: 'itnext.io: A Practical Guide for Linkerd Authorization Policies' description: '' year: '2021' stars: 4 ai_summary: Practical guide to configuring Linkerd's Server and ServerAuthorization security resources. Outlines methods for enforcing strict pod-level access limits and restricting specific service routes and methods. language: Rust resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - Security tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2: title: 'itnext.io: Accelerate Development with Jenkins Pipelines and Continuous Integration' description: '' year: '2021' stars: 0 ai_summary: 'Analyzes how standardized declarative pipelines accelerate team delivery times, reduce errors, and foster internal developer platforms. *Curator Insight*: Scaling delivery loops. *Live Grounding*: Explores how automated templates reduce engineering friction.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Foundations - Automation Philosophy - Velocity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd: title: 'itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices for Using KubeKey' description: '' year: '2021' stars: 0 ai_summary: 'Highlights the deployment patterns needed to scale control-plane nodes from single instances to high-availability multi-master architectures using KubeKey. It covers load-balancer integrations, internal ETCD cluster configurations, and control-plane state replication. (Live Grounding: Provides practical blueprints for production-grade self-managed control plane environments).' language: YAML resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Cluster Provisioning - High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599: title: "itnext.io: Adding security layers to your App on OpenShift — Part 1: Deployment and TLS Ingress \U0001F31F" description: '### How is OpenShift Container Platform Secured?' year: '2019' stars: 0 ai_summary: Step-by-step tutorial addressing TLS edge termination and ingress security on Red Hat OpenShift. Demonstrates path-based routing configurations, SSL/TLS certificate integration, and header manipulation rules to secure microservices from perimeter ingress points. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & OpenShift - Security - Ingress tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://itnext.io/aks-performance-limit-ranges-8e18cbebe351: title: 'itnext.io: AKS Performance: Limit Ranges' description: '' year: '2021' stars: 0 ai_summary: Focuses on utilizing Kubernetes LimitRanges inside AKS to enforce resource quotas on CPU and memory usage. Explains how implementing default limits mitigates raw 'noisy neighbor' resource starvation. This is a foundational practice for sustaining stability in multi-tenant environments. language: YAML resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance & Scale - Resource Management - LimitRanges tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653: title: "itnext.io: Ansible and Jenkins — automate your scritps \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Explores the architectural integration of Ansible with Jenkins automation pipelines. By utilizing the Jenkins Ansible Plugin, it demonstrates how to leverage Jenkins for orchestration, scheduling, and secret management while offloading configuration deployment tasks to Ansible playbooks. language: Groovy resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration - Jenkins - Ansible Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d: title: 'itnext.io: Anthos — Multi-cluster Management' description: '' year: '2020' stars: 0 ai_summary: Investigates the operational mechanics of Anthos multi-cluster registration, hub-and-spoke configuration, and telemetry collection. Shows how operators can deploy, manage, and monitor unified GKE environments spanning physical data centers and hyperscalers. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid & Multi-Cloud - Anthos - Multi-Cluster tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6feaa2908: title: 'itnext.io: Architecting Kubernetes clusters — choosing a cluster size' description: '' year: '2022' stars: 0 ai_summary: Evaluates control plane limits when scaling out node counts. Offers architectural guidance on managing etcd latency, sizing API servers, and planning node-pool capacities for high-throughput container platforms. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Sizing - Worker Nodes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b3729cc0c78f: title: 'itnext.io: Architecting Kubernetes clusters — choosing a worker node size' description: '' year: '2022' stars: 0 ai_summary: Provides a practical framework for selecting compute instance sizes based on workload behavior. Compares reliability, failure-domain risk mitigation, container scheduling performance, and OS resources limits. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Sizing - Worker Nodes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05: title: "itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Discusses securing GitOps workflows by integrating HashiCorp Vault with Argo CD through the argocd-vault-plugin. Details how to avoid committing plain-text secrets to Git by dynamically injecting secrets during manifest generation. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Secret Management - Argo CD Plugins tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad: title: 'itnext.io: ArgoCD: users, access, and RBAC' description: '' year: '2021' stars: 3 ai_summary: Details the configuration of user management, local accounts, and role-based access control (RBAC) in ArgoCD. Guides platform engineers through restricting access to specific applications, projects, or clusters using fine-grained policies. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - ArgoCD - Security & Compliance - RBAC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972: title: 'itnext.io: Automating System Updates for Kubernetes Clusters using Ansible' description: '' year: '2021' stars: 0 ai_summary: A technical guide detailing the orchestration of OS-level patch management across Kubernetes worker and control-plane nodes using Ansible playbooks. It presents safe operational practices, including automated draining and unscheduling of nodes prior to updates, followed by post-update validation and uncordoning. It minimizes workload disruptions through structured, serial host rolling-reboots. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation - Configuration Management - Ansible tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485: title: 'itnext.io: Autoscaling Ingress Controllers in Kubernetes (Daniele Polencic)' description: '' year: '2021' stars: 0 ai_summary: An operations guide detailing strategies for scaling ingress controllers automatically using Horizontal Pod Autoscalers (HPA) and Prometheus-sourced custom traffic metrics. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4: title: 'itnext.io: AWS CDK for EKS — Handling Helm Charts' description: '' year: '2021' stars: 0 ai_summary: Curator Insight provides architectural guidelines on embedding Helm releases directly inside CDK-managed Amazon EKS clusters. Live Grounding validates this approach for combining platform-level AWS IaC with Kubernetes-native package management, streamlining cluster provisioning pipelines. language: TypeScript resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AWS CDK - EKS & Kubernetes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5: title: 'itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM and RBAC Groups' description: '' year: '2023' stars: 0 ai_summary: Deep technical review of orchestrating native Kubernetes Role-Based Access Control (RBAC) securely mapped to AWS IAM roles. Details operational best practices for mapping IAM identities into the aws-auth ConfigMap or using EKS Access Entries. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Security & Hardening - RBAC Mapping tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778: title: 'itnext.io: Backup and Restore of Kubernetes Stateful Application Data with CSI Volume Snapshots' description: '' year: '2021' stars: 4 ai_summary: Deals with the practical deployment patterns for volume snapshot controllers inside high-density Kubernetes setups. Provides instructions for mapping persistent storage instances to multi-cloud topologies. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Protection - CSI Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49: title: 'itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s network (Updated: August 2020)' description: '' year: '2020' stars: 0 ai_summary: A deep architectural performance analysis measuring major Kubernetes Container Network Interface (CNI) plugins over a dedicated 10Gbit/s network interface. It systematically contrasts network latency, throughput, and CPU utilization overhead across options like Calico, Cilium, Flannel, and Weave. The study details how overlay encapsulation methods (VXLAN/Geneve) introduce significant processing taxes compared to native BGP/host-gw direct routing topologies. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Benchmarks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712: title: 'itnext.io: Boosting your kubectl productivity' description: '' year: '2020' stars: 4 ai_summary: Compiles productivity enhancements and aliases for kubectl command routines. Addresses custom terminal variables, prompt customizations, and configurations aimed at easing day-to-day cluster tasks. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 0d5d52e1facecb8b3df1eeb2b14581054665f9bc0fe92931974fd29ab4754eb0 health_score: 100.0 last_checked: 1779032571.508386 needs_ai_refresh: false hierarchy: - Kubernetes Platform - Cluster Administration - Kubectl Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:51.508386+02:00' https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d: title: 'itnext.io: Breaking down and fixing etcd cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering itnext.io: Breaking down and fixing etcd cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033784.717865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:04.717865+02:00' https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3: title: 'itnext.io: Breaking down and fixing Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering itnext.io: Breaking down and fixing Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031807.80803 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:07.808030+02:00' https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4: title: 'itnext.io: Build a Lightweight Internal Developer Platform with Argo CD and Kubernetes Labels' description: '' year: '2023' stars: 4 ai_summary: Demonstrates how to design a lightweight, self-service Internal Developer Platform (IDP) by leveraging Kubernetes metadata labels, admission webhooks, and ArgoCD's API to dynamically generate applications. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - ArgoCD - Internal Developer Platforms tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963: title: "itnext.io: Build EKS cluster with Terraform \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A pragmatic tutorial outlining step-by-step EKS bootstrapping using Terraform. It provides direct, production-tested patterns for building secure VPCs, cluster control planes, and baseline IAM policies. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: title: 'itnext.io: Build & Ship: GitHub Container Registry & Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Deep technical walkthrough demonstrating CI/CD container assembly, pushing artifacts to GitHub Container Registry (GHCR), and orchestration within live Kubernetes endpoints. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Management - GitHub Container Registry - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/building-and-deploying-a-weather-web-application-onto-kubernetes-red-hat-openshift-using-eclipse-62bf7c924be4: title: Building and Deploying a Weather Web Application onto Kubernetes/Red Hat OpenShift using Eclipse JKube description: '' year: '2021' stars: 0 ai_summary: Explores compiling and deploying Java-based web workloads to OpenShift clusters via Eclipse JKube. Demonstrates zero-configuration manifest generation and automated containerization workflows. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Java on Kubernetes - Eclipse JKube Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/building-docker-images-the-proper-way-3c9807524582: title: "itnext.io: Building Docker Images The Proper Way \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A highly pragmatic engineering guide explaining strict layer composition. Emphasizes ordering Dockerfile commands properly to exploit engine build-caching mechanics. language: N/A resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Dockerfiles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269: title: 'itnext.io: Building ML Componentes on Kubernetes' description: '' year: '2021' stars: 3 ai_summary: A deep dive into structuring modular machine learning pipeline components inside a Kubernetes cluster. Focuses on orchestrating stateless compute workloads, defining clear volume interfaces, and managing persistent training artifacts. Highly relevant for architects planning custom infrastructure abstractions over vanilla K8s primitives. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Kubernetes - Component Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce: title: 'itnext.io: CKAD Scenarios about Ingress and NetworkPolicy' description: '' year: '2021' stars: 0 ai_summary: A practical collection of task-oriented scenarios specifically curated for Certified Kubernetes Application Developer (CKAD) candidates. Focuses on isolating resources using egress policies and routing incoming traffic via Ingress resources. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Certification - CKAD tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd: title: 'itnext.io: CKS Exam Series #9 RBAC v2' description: '' year: '2021' stars: 0 ai_summary: A deep dive into Role-Based Access Control (RBAC) configurations as tested on the Certified Kubernetes Security Specialist (CKS) exam. Covers building precise ClusterRoles, auditing authorization logs, and locking down service account privileges. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Compliance - Access Control - RBAC Configurations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb: title: 'itnext.io: Cloud Native CI/CD with Tekton — Building Custom Tasks' description: '' year: '2021' stars: 4 ai_summary: Deeply analyzes how to build Custom Tasks in Tekton, extending the core execution engine beyond standard containerized steps. Explains utilizing Custom Run resource types to integrate external services (like triggering a serverless cloud function or waiting for manual approval) directly into native pipeline lifecycles. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration & Delivery - Cloud Native CI-CD - Custom Extensions tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208: title: 'itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes using Knative' description: '' year: '2021' stars: 0 ai_summary: An operational guide focusing on declarative source and sink bindings within Kubernetes using Knative Eventing components. Demonstrates how to write custom resources (CRDs) to map Kafka topics directly to serverless HTTP endpoints without writing broker plumbing. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Serverless - Knative - Eventing Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/configuring-routing-for-metallb-in-l2-mode-7ea26e19219e: title: 'itnext.io: Configuring routing for MetalLB in L2 mode' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering itnext.io: Configuring routing for MetalLB in L2 mode in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031431.1357 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:51.135700+02:00' https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03: title: 'itnext.io: Connect to containers using Kubectl Exec' description: '' year: '2026' stars: 0 ai_summary: An operational walkthrough illustrating how to establish interactive terminal sessions inside container namespaces using 'kubectl exec'. The document details the transport layer over SPDY/HTTP/2 stream multiplexing and explores core configurations needed for standard output routing. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 54df0882a202e0bb77610d715a01ab05c6c72eef87c0fb96eeb082d1c32bceac health_score: 100.0 last_checked: 1779033295.712316 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:55.712316+02:00' https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb: title: "itnext.io: Continuous GitOps, the way to do DevOps in Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A duplicate entry detailing continuous GitOps deployment processes and pipeline architectures. It highlights methods to trace and mitigate configuration drift in large-scale microservice deployments. Organizing repositories with structured directory configurations is key to managing complex, multi-environment cluster setups. language: YAML resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Continuous Deployment - GitOps - Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/cpu-limits-and-requests-in-kubernetes-fa9d55948b7c: title: "itnext.io: CPU Request + Limit in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Deep dive into CPU scheduling mechanics in Kubernetes. - Traces how requests are translated into CFS shares and limits into CFS quotas. - Shows why CPU starvation causes microservice request timeout loops.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - CPU Limits & Throttling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/crd-is-just-a-table-in-kubernetes-13e15367bbe4: title: 'itnext.io: CRD is just a table in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A conceptual guide illustrating CRD schemas by comparing them to standard relational database tables. Details validation rules, standard controller reconcilers, and the structural pathways through which resources interact with etcd. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extending Kubernetes - Custom Resources - Concept tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805: title: 'itnext.io: Database migrations on Kubernetes using Helm hooks' description: '' year: '2020' stars: 0 ai_summary: A technical deep-dive demonstrating how to manage database schema migrations safely utilizing Helm lifecycle hooks. It explores configuring Job containers with pre-install and pre-upgrade triggers to prevent app routing before schema synchronizations complete. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes GitOps & Packaging - Lifecycle Hooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9: title: 'itnext.io: How to Add MySql & MongoDB to a Kubernetes .Net Core Microservice Architecture' description: '' year: '2021' stars: 4 ai_summary: Detailing the integration of relational (MySQL) and non-relational (MongoDB) databases into a .NET Core microservices framework on Kubernetes. Examines stateful storage requirements, connection string injection, and the architectural trade-offs of running databases inside versus outside the cluster boundary. language: C# resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Management - Databases - Microservices Datastores tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-balance-bgp-ipvs-and-beyond-7123ef428572: title: 'itnext.io: Deciphering the Kubernetes Networking Maze: Navigating Load-Balance, BGP, IPVS and Beyond' description: '' year: '2021' stars: 4 ai_summary: An extensive architecture overview diving into the mechanics of high-scale routing environments. Evaluates the performance traits of IPVS, eBPF, and BGP routing overlays, highlighting how to design low-overhead service layers within large-scale multi-tenant networks. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Deep Dive - Advanced Routing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491: title: "itnext.io: Deploy Argo CD with Ingress and TLS in Three Steps: No YAML Yak Shaving Required \U0001F31F" description: "- [Ambassador Edge Stack. K8S Initializer (scaffolding tool) \U0001F31F](https://blackbird.a8r.io)" year: '2020' stars: 0 ai_summary: Evaluates Ambassador Edge Stack's scaffolding tool to deploy Argo CD quickly with TLS and Ingress settings. Eliminates tedious manual manifest authoring by automating TLS certificate generation and routing definitions for administrative dashboards. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Ingress & Routing - Argo CD Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc: title: 'itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes' description: '' year: '2024' stars: 0 ai_summary: Details the architectural deployment of AnythingLLM on top of a Kubernetes cluster, covering PV provisioning, ingress configurations, and resource limits. Deploying private RAG environments on Kubernetes gives enterprise teams localized, secured multi-user document search. This tutorial bridges raw AI services with cloud-native hosting stability. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes Orchestration - AI Workloads on K8s tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7: title: "itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and spot instances \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Guides engineers in orchestrating EKS worker pools featuring dynamic mixes of on-demand and spot instances. Investigates node affinity rules, taint strategies, and fallback mechanics designed to insulate workloads from spot termination spikes. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon EKS - Cost Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9: title: 'itnext.io: Deploy your first Serverless Function to Kubernetes' description: '' year: '2020' stars: 4 ai_summary: A step-by-step developer tutorial showing how to install, test, and expose your first OpenFaaS serverless function inside a local Kubernetes testing cluster. language: English resource_type: Technical Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Serverless - OpenFaaS tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c: title: 'itnext.io: DevOps Big Picture (On-Premises)' description: '' year: '2022' stars: 0 ai_summary: Presents a comprehensive structural model of implementing cloud-native DevOps standards inside strict, bare-metal, on-premises datacenters. Curator guidance focuses on utilizing Rancher, local SANs, and internal container registries. Live operational topologies confirm that while maintaining local setups demands high engineering overhead, it remains a vital architectural pattern for finance and highly secure government infrastructure. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Infrastructure - On-Premises Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af: title: "itnext.io: Difference between Fabric8 and Official Kubernetes Java Client \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A detailed comparison of Red Hat's Fabric8 Java client and the official Kubernetes Java library. Analyzes builder patterns, memory consumption, OpenShift support, and dependency isolation. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - Kubernetes API - Java Clients tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc: title: 'itnext.io: Differences between WebSockets and Socket.IO' description: '' year: '2021' stars: 4 ai_summary: A comparison between standard browser WebSockets and Socket.IO. Highlights key architectural distinctions, custom data framing overhead, fallback layers, and scaling constraints on distributed nodes. language: JavaScript resource_type: Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - Real-Time - WebSockets tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad: title: 'itnext.io: Distroless Container Debugging on K8s/OpenShift' description: "- When people focusing more on the security of containers, distroless based images are frequently used to reduce the attack surface. In these images, the package manager, the non-dependent modules or libraries, even the shells are stripped off, only the app and its required dependencies are kept. For the statically linked executable, produced by golang for example, we can even use “scratch” as the base.\n - The potential exploit of vulnerability is therefore greatly reduced. But, on the other hand, it is difficult to troubleshoot the application if even the shell is not available, leaving only the logs from the app.\n - In this paper, we will explore different options to facilitate debugging by bringing back the shell." year: '2021' stars: 0 ai_summary: While distroless images enhance security by stripping out non-essential utilities and shells, they present unique challenges when live troubleshooting is required. This article explores strategies to bridge this gap, utilizing Kubernetes ephemeral containers and volume-mounting debug utilities on OpenShift. It demonstrates how to maintain a minimal attack surface without sacrificing operational diagnostics. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - Distroless Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/do-you-need-multi-clusters-6e58556f7f06: title: "itnext.io: Do You Need Multi-Clusters? \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A structured assessment evaluating business requirements against multi-cluster complexity. Highlights isolation properties, compliance partitioning requirements, and cross-cluster resource sharing overhead. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Multi-Cluster - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/docker-and-kubernetes-root-vs-privileged-9d2a37453dec: title: 'itnexst.io: Docker and Kubernetes — root vs. privileged' description: '' year: '2020' stars: 0 ai_summary: Explains the architectural differences between running containerized applications as standard root users vs enabling the privileged security context inside Docker and Kubernetes, analyzing security vectors and kernel syscall exposures. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Isolation - Privileged Pods tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/docker-in-docker-521958d34efd: title: 'itnext.io: docker in docker' description: '' year: '2019' stars: 0 ai_summary: Architectural analysis of executing Docker commands inside a Docker container (DinD). Discusses security implications, privileged access requirements, and alternative approaches like mounting the host's Docker socket. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Containerization - Docker tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://itnext.io/docker-kaniko-buildah-209abdde5f94: title: 'itnext.io: Docker, Kaniko, Buildah' description: '' year: '2020' stars: 0 ai_summary: Compares Docker, Kaniko, and Buildah for image compilation in modern CI/CD setups. It highlights Buildah's capability to compile OCI images without a daemon or complex kernel privileges, making it the premier choice for Kubernetes-native build steps. language: Shell resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Synthesis - Builder Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06: title: 'itnext.io: Effective Secrets with Vault and Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Architectural overview on configuring HashiCorp Vault inside Kubernetes clusters. Covers the Vault Agent Sidecar Injector pattern, dynamic database credential generation, and leveraging Kubernetes service accounts for seamless Vault token exchange. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - HashiCorp Vault tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-instances-in-kubernetes-6976781beacc: title: 'itnext.io: Embracing failures and cutting infrastructure costs: Spot instances in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A strategic engineering guide detailing how to harness AWS Spot Instances or GCP Preemptible VMs safely within Kubernetes clusters to slash compute spend. It provides design patterns for node affinity, tolerations, and Karpenter/Cluster-Autoscaler configurations that handle sudden, 2-minute instance termination warnings. It presents architectural methods to isolate fault-tolerant batch or microservice workloads from critical stateful systems. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cost Optimization - Infrastructure - FinOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7: title: 'itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot — Revision 1' description: '' year: '2021' stars: 0 ai_summary: Highlights patterns and practices for integrating Apache Kafka with Spring Boot. Covers key concepts including transaction management, handling poison pills via dead-letter-queues (DLQs), message serialization/deserialization, and reactive messaging semantics. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Architectures - Cloud-Native Java - Kafka with Spring Boot tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/event-driven-autoscaling-503b5cefaa49: title: 'itnext.io: Event Driven Autoscaling' description: '' year: '2021' stars: 0 ai_summary: Broad architectural deep-dive into the paradigm shift from resource-based scaling (CPU/Memory) to event-driven paradigms. Compares native Kubernetes HPAs with KEDA-driven microservices scaling, highlighting performance optimization and cloud cost savings. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Event-Driven Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/evolution-of-paases-to-platform-as-code-in-kubernetes-world-74464b0013ca: title: 'itnext.io: Evolution of PaaSes to Platform-as-Code in Kubernetes world' description: '' year: '2021' stars: 4 ai_summary: An analysis of the evolution from traditional PaaS solutions to declarative 'Platform-as-Code' paradigms powered by Kubernetes. Explores how Custom Resource Definitions (CRDs) and operators enable developers to define entire applications and underlying cloud resources in a unified GitOps schema. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Platform Engineering - Platform-as-Code tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f: title: 'itnext.io: Expose Open Policy Agent/Gatekeeper Constraint Violations for Kubernetes Applications with Prometheus and Grafana' description: '' year: '2021' stars: 4 ai_summary: Demonstrates how to export Open Policy Agent (OPA) Gatekeeper constraint violations to Prometheus and visualize them in Grafana. Provides system administrators with real-time dashboards to discover policy breaches, enhancing cluster governance and security compliance. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Policy Enforcement - Monitoring & Observability tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/extending-kubernetes-cluster-kubectl-plugins-and-krew-547a8bc839a3: title: 'itnext.io: Extending Kubernetes Cluster; Kubectl Plugins and Krew' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering itnext.io: Extending Kubernetes Cluster; Kubectl Plugins and Krew in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.376547 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.376547+02:00' https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1: title: 'itnext.io: Find issues in your Istio mesh with Kiali' description: '' year: '2021' stars: 0 ai_summary: A practical troubleshooting handbook illustrating how to isolate and identify performance and security issues in an Istio mesh using Kiali's built-in visual metrics and route validation. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Service Mesh - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325: title: 'itnext.io: Fleet Management of Kubernetes Clusters at Scale — Rancher’s Fleet' description: '' year: '2021' stars: 0 ai_summary: Curator Insight reviews Fleet's design for multi-cluster scaling. Live engineering truth in 2026 confirms that the fundamental architectures of GitOps bundles and target custom resource definitions (CRDs) outlined here continue to dictate how Fleet scales in production setups. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Infrastructure - GitOps - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0: title: 'itnext.io: For Developers the Low-Code Winter Is Coming' description: '' year: '2022' stars: 3 ai_summary: A critical opinion piece describing developer fatigue and architectural bottlenecks associated with low-code platforms. It notes that vendor lock-in, poor performance optimization, and difficult version-control workflows often trigger a reversion to traditional software engineering. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Development Paradigms - Low Code tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - lowcode-nocode.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-traffic-6d5135fe77db: title: "itnext.io: Generating Kubernetes Network Policies Automatically By Sniffing Network Traffic \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An innovative blueprint describing how to capture local container traffic and generate Kubernetes NetworkPolicies automatically. Shifts security efforts from manual configuration to dynamic, telemetry-based policy injection. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Security - Network Policies tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/generating-transforming-and-patching-kubernetes-configuration-with-kustomize-fb7b02476a1b: title: 'itnext.io: Generating, transforming, and patching Kubernetes configuration with Kustomize' description: '' year: '2021' stars: 3 ai_summary: 'In-depth exploration of Kustomize''s three primary stages: Generation (ConfigMaps, Secrets), Transformation (Common Labels, Namespaces), and Patching (Strategic Merge, JSON patches). Offers insights into programmatic schema alteration.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887: title: 'itnext.io: Generically working with Kubernetes objects in Go' description: '' year: N/A stars: 0 ai_summary: Curator Insight highlights the use of Go 1.18+ generics to drastically reduce boilerplate when interacting with various Kubernetes API types. Live Grounding confirms that while standard client-go uses dynamic clients or interface{} for generic operations, integrating Go generics allows for cleaner, type-safe custom controllers. This article provides practical patterns for wrapping standard clients to streamline resource manipulation. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: ff30369560b995b9353789783b0415335c8fa55892c5d93ca658d0308d5457dc health_score: 100.0 last_checked: 1779033572.589868 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Development - Go Client-Go - Generics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/about.md - docs/golang.md v2_locations: - golang.md - about.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.589868+02:00' https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598: title: "itnext.io: Getting Started with Docker: Facts You Should Know \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: A collection of essential tips, optimization mechanics, and networking behaviors for Docker engines. Provides developers with a quick reference to build patterns, storage layers, and execution boundaries. language: None resource_type: Guide / Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Basics - Docker tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://itnext.io/github-actions-for-android-developers-9ae606df2bfa: title: 'itnext.io: GitHub Actions for Android Developers' description: '' year: '2021' stars: 0 ai_summary: Explores building custom continuous integration setups tailored specifically for Android compilation. Optimizes dependency caching, installs command-line SDK components, runs virtual emulator environments, and manages Google Play store distributions. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Mobile Development - Android Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c: title: 'itnext.io: GitHub Actions: Terraform deployments with a review of planned changes' description: '' year: '2023' stars: 4 ai_summary: Details a secure and interactive deployment pipeline design utilizing GitHub Actions to generate, parse, and review execution plans before triggering applies. Focuses on how PR comments, automated check-runs, and environment gates prevent destructive modifications. Live grounding emphasizes that this operational framework is crucial for maintaining team-wide transparency and safeguarding production infrastructure. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CI/CD & Linting - Workflow Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832: title: 'itnext.io: Github: Github Actions overview and ArgoCD deployment example' description: '' year: '2022' stars: 0 ai_summary: Bridges modern CI with GitOps CD workflows. Demonstrates a full software delivery pipeline where GitHub Actions automatically processes build phases and updates configuration repositories to trigger GitOps-driven deployment via ArgoCD. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Multi-Cluster GitOps - ArgoCD Orchestrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/gitops-with-kubernetes-740f37ea015b: title: "itnext.io: GitOps with Kubernetes \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A practical, hands-on architectural walkthrough for configuring GitOps inside a Kubernetes cluster. Walks through writing manifests, using Helm values files, and configuring controllers to perform bidirectional syncs. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Implementation - Kubernetes Native tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452: title: 'itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux' description: '' year: '2021' stars: 0 ai_summary: Details the direct implementation of GitOps pipelines using Flux CD as the reconciliation engine to manage cloud infrastructure generated via Crossplane. By declarative versioning of Crossplane custom resources in Git, engineers establish an automated feedback loop where changes are continuously reconciled against live AWS, GCP, or Azure endpoints. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CI/CD - GitOps - FluxCD - Crossplane tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60: title: 'itnext.io: Go Does Not Need a Java Style GC' description: '' year: N/A stars: 0 ai_summary: An in-depth structural comparison of memory management in Go and Java. Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond latencies without complex garbage collection. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 732448c49b6431dddf4ce46fdea7046256356c86638ecff5016b04a3c0638178 health_score: 100.0 last_checked: 1779033240.202295 needs_ai_refresh: false hierarchy: - Cloud Native Languages - Go - Memory Management tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.202295+02:00' https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee: title: 'itnext.io: Guide: Installing an OKD 4.5 Cluster' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f0217c87f64659219fda89b504208558cd17c6fabb93392b1e6386ae8c6913de health_score: 100.0 last_checked: 1779033074.35664 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.356640+02:00' https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111: title: "itnext.io: Hardening Docker and Kubernetes with seccomp \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A deep-dive technical tutorial on implementing `seccomp` (secure computing mode) within Docker and Kubernetes. Demonstrates how custom system call profiles prevent container escapes, restrict dangerous kernel-level system activities, and are managed natively via SecurityContext mappings. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - Runtime Hardening tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915: title: 'itnext.io: Hardening Monitoring: a step-by-step guide' description: '' year: '2021' stars: 0 ai_summary: Systematic walkthrough on hardening a Prometheus-based observability control plane. Implements RBAC, transport layer security (mTLS), network micro-segmentation, and endpoint authentication schemas. language: YAML resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Observability Security - Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/helm-3-secrets-management-4f23041f05c3: title: "itnext.io: Helm 3 — Secrets management, an alternative approach \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: This architectural guide presents alternative methods for managing dynamic application secrets using Helm 3 without exposing unencrypted values within version control. It outlines how to integrate Helm with external orchestrators and key management services. Implementing these steps improves overall release safety, preventing accidental token leakage. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secret Management - Helm Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d: title: 'itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags — An Alternative Approach' description: '' year: '2020' stars: 0 ai_summary: Investigates alternative structural topologies using Helm Umbrella Charts combined with dynamic standalone tags. Addresses the complexities of continuous microservices updates without redeploying massive, monolithic dependency trees. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - Umbrella Charts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e: title: 'itnext.io: Helm Is Not Enough, You Also Need Kustomize' description: '' year: '2021' stars: 4 ai_summary: Evaluates the highly effective hybrid approach of combining Helm and Kustomize. Argues that Helm is best suited for external third-party chart packaging, while Kustomize provides critical customized overlay patches locally without forcing forks of complex charts. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244: title: 'itnext.io: Helm: reusable chart — named templates, and a generic chart for multiple applications' description: '' year: '2021' stars: 0 ai_summary: Explores building a reusable helper chart that leverages named templates to configure generic patterns across diverse microservices deployments. Drastically minimizes copy-paste patterns in massive Kubernetes portfolios. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - Library Charts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc: title: 'itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent storage solution' description: '' year: '2021' stars: 0 ai_summary: An in-depth guide on deploying a highly available NFS cluster entirely within Kubernetes. It bypasses proprietary cloud vendor offerings to construct an independent, multi-write shared filesystem using open-source replication utilities. language: N/A resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Persistent Volumes & Provisioners - Alternative Storage Drivers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b: title: 'itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different Namespace' description: '' year: '2022' stars: 0 ai_summary: A deep-dive engineering configuration guide detailing how to set up an HPA to query metrics across logical namespace boundaries. Necessary blueprint for multi-tenant enterprise architectures with central metric stacks. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Metrics & Monitoring - Multi-Namespace HPA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67: title: "itnext.io: Kubernetes Graceful Shutdown | Daniele Polencic \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A masterclass tutorial on gracefully terminating workloads in Kubernetes. Explains step-by-step endpoint deregistration, service mesh synchronization, preStop delays, SIGTERM handling, and the grace-period countdown. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Resiliency - Pod Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f: title: 'itnext.io: How to Build an Event-Driven ASP.NET Core Microservice Architecture' description: '' year: '2022' stars: 5 ai_summary: Explains how to construct an event-driven ASP.NET Core microservices network using message brokers like RabbitMQ or Apache Kafka. Integrates clean architecture practices, transactional Outbox patterns, and retry strategies to ensure reliable messaging. language: C# resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - Event-Driven Microservices tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d: title: 'itnext.io: How to cold start fast a java service on k8s (EKS)' description: '' year: '2021' stars: 0 ai_summary: Advanced techniques targeting containerized boot times. Compares performance of GraalVM Native Image compiles, AppCDS (Application Class Data Sharing), and Tiered Compilation tuning to mitigate Kubernetes container cold-start delays. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes - JVM Container Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e: title: 'itnext.io: How to create Kubernetes home lab on an old laptop with K3s' description: '' year: '2020' stars: 3 ai_summary: A guide on repurposing legacy consumer hardware into a functional home lab using K3s. Outlines OS preparation, single-node cluster bootstrapping, and power-management optimizations, making it an affordable alternative to cloud staging sandboxes. language: Bash resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Local Clusters - K3s tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45: title: "itnext.io: How to create Kubernetes YAML files \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A step-by-step ITNext guide explaining how to construct production-ready Kubernetes configuration manifests. It discusses schema rules, basic resources, and templating practices to prevent deployment failures. language: N/A resource_type: article complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-disaster-recovery-bbce27fcc9d7: title: "itnext.io: How to deploy a cross-cloud Kubernetes cluster with built-in disaster recovery \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An architecture roadmap outlining how to deploy cross-cloud Kubernetes environments with active disaster recovery capabilities. Explains how to configure active-passive database replicas, multi-cluster SDNs, and automated global DNS traffic policies. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Strategy - Disaster Recovery - Multicluster tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81: title: 'itnext.io: How to deploy a single Kubernetes cluster across multiple clouds using k3s and WireGuard' description: '' year: '2021' stars: 4 ai_summary: An architectural guide explaining how to construct a secure, multi-cloud Kubernetes cluster using K3s and WireGuard. Solves cross-cloud node communication challenges by deploying a zero-trust mesh VPN, ensuring secure overlay networking across heterogeneous providers. language: Bash resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Multi-Cloud Networking - VPN Overlay tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2: title: 'itnext.io: How to Design and Provision a Production-Ready EKS Cluster' description: '' year: '2022' stars: 0 ai_summary: A high-level architectural post on designing and provisioning production-grade EKS clusters using Terraform. Focuses heavily on network isolation patterns, multi-AZ high availability, and dynamic scaling rules. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9: title: 'itnext.io: How to experiment locally on Kubernetes with minikube and your'' local Dockerfiles' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bbd934ea21e51a6df462768e8b71e862160db8642dd7effe180d9ccc4aa9d97f health_score: 100.0 last_checked: 1779033050.688896 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:50.688896+02:00' https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5: title: "itnext.io: How-To: Kubernetes Cluster Network Security \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A practical tutorial covering secure network policy design. Guides readers through limiting pod egress/ingress, utilizing global network policies, and implementing namespaces as security perimeters. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Networking - Network Policies - Secure CNI Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961: title: "==itnext.io: How to Restart Kubernetes Pods With Kubectl== \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Details methods for orchestrating safe container restarts via kubectl, such as the rollout restart command. Ensures zero-downtime restarts without dropping running traffic allocations. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1d855e45911087583c3b98186a33b519221a502360489948e9f4616f25464c03 health_score: 100.0 last_checked: 1779032753.971114 needs_ai_refresh: false hierarchy: - Kubernetes Platform - Cluster Administration - Kubectl Productivity tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:53.971114+02:00' https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6-and-elasticsearch-4ff8142bc774: title: 'itnext.io: How to run distributed performance tests in Kubernetes with K6' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f3bbe9f34bf1bcd5cbe53456c2023f7566b19b66798a70b7f80e21c441ea8acb health_score: 100.0 last_checked: 1779032343.979787 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/qa.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:03.979787+02:00' https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7: title: 'itnext.io: How to setup CI CD pipelines for Android with Azure DevOps' description: '' year: '2022' stars: 3 ai_summary: A comprehensive walkthrough for building, signing, and deploying native Android applications using YAML-based Azure Pipelines. It covers setting up build agents, managing keystores, configuring SDK dependencies, and triggering continuous deployment runs. This acts as a standard pattern for unifying enterprise mobile builds within existing Azure DevOps workflows. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & Platform Engineering - CI/CD & Mobile DevOps - Android Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913: title: 'itnext.io: How to tackle Kubernetes observability challenges with Pixie' description: '' year: '2021' stars: 0 ai_summary: Explores Pixie, an eBPF-powered Kubernetes-native observability tool that collects high-resolution telemetry, logs, and network flows directly from the Linux kernel without requiring code changes or sidecar agents. Highlights how Pixie simplifies network profiling and debug loops. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Advanced Telemetry & FinOps - eBPF-Based Telemetry - Pixie Deep Dive tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd: title: "itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A practical blueprint detailing how to structure, split, and orchestrate a minimal yet secure AWS environment (VPC, EC2, RDS, Security Groups) using a single cleanly architected Terraform module. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Practical Architectures tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08: title: 'itnext.io: How We Used Terraform to Create and Manage a HA AKS Kubernetes Cluster in Azure' description: '' year: '2022' stars: 3 ai_summary: An in-depth case study analyzing the construction of a Highly Available (HA) AKS deployment using Terraform. Outlines real-world structural hurdles, private endpoint architecture, multi-region routing, and node pool segmentation strategies. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - AKS - Production Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f: title: 'itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC) with Debezium, Apicurio, and Kafka Connect on AWS' description: '' year: '2022' stars: 0 ai_summary: A high-density technical architecture study detailing data lake hydration. Coordinates Kafka Connect, Debezium, Apicurio schema registry, and AWS S3 to capture schema-validated database logs in near real-time. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Change Data Capture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0: title: 'itnext.io: Implementing a Secure-First Pod Security Policy Architecture' description: '' year: '2021' stars: 0 ai_summary: Provides a secure-first PSP implementation strategy. In modern systems, this restricted-first paradigm must be executed via the native Pod Security Admission (PSA) controller. It guides readers on blocking privileged root escalation paths in older clusters. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Pod Security - Pod Security Policies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1: title: 'Krossboard: A centralized usage analytics approach for multiple Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Krossboard: A centralized usage analytics approach for multiple Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033397.854886 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:37.854886+02:00' https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82: title: 'itnext.io: Ingress for Anthos — Multi-cluster Ingress and Global Service Load Balancing' description: '' year: '2020' stars: 0 ai_summary: Examines the technical design of Multi-cluster Ingress (MCI) on Anthos. Illustrates how a unified global load balancer acts as a single endpoint, intelligently routing traffic to healthy microservice clusters distributed globally based on geographical proximity and backend capacity. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid & Multi-Cloud - Anthos - Ingress tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5: title: "itnext.io: Inspecting and Understanding k8s Service Network \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An advanced technical inquiry examining how virtual IP endpoints are generated and tracked by the control plane. Demonstrates how to probe node routing tables, iptables rule logs, and IPVS structures to map physical packets to real-time service endpoints. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Deep Dive - Service IP Allocation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699: title: 'itnext.io: Installing Cilium on Kubernetes in a fast and efficient way' description: '' year: '2021' stars: 0 ai_summary: A performance-focused guide detailing modern deployment strategies for Cilium, leveraging Helm templates and CLI-driven validation to streamline infrastructure provisioning. language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Cilium tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5: title: 'itnext.io: Integrating Compliance for Kubernetes Pipeline' description: '' year: '2021' stars: 0 ai_summary: Details methods to enforce compliance requirements inside CI/CD pipelines. Uses Open Policy Agent (OPA) Gatekeeper or Kyverno to block non-compliant, insecure container templates prior to cluster runtime execution. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Governance - Compliance Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a: title: 'itnext.io: Introduction to Kubernetes Security for Security Professionals' description: '' year: '2022' stars: 0 ai_summary: An entry point resource for security practitioners pivoting from virtual machines or bare-metal servers into Kubernetes environments. Explains standard architectural paradigms like Pods, Namespaces, Service Accounts, and Admission Controllers. Focuses on building a coherent threat modeling mental map. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Fundamentals - Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice-applications-with-kubernetes-988638f8bc6d: title: 'itnext.io: Isolating and Managing Dependencies in 12-factor Microservice Applications — with Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Focuses specifically on Factor II (Dependencies). Demonstrates isolating system dependencies using container images, multi-stage Dockerfiles, and initContainers to orchestrate external DB readiness checks before app startup. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Dependency Isolation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca: title: 'itnext.io: Jenkins: running workers in Kubernetes and Docker images build' description: '' year: '2020' stars: 0 ai_summary: An advanced engineering deep dive into launching dynamic Jenkins workers in Kubernetes pods. It covers the complex problem of secure container-in-container image compilation using tools like Kaniko. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Jenkins - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509: title: "itnext.io: Jenkins Tutorial — Part 1 — Pipelines \U0001F31F" description: "- [itnext.io: Jenkins Tutorial — Part 2 — Pipeline Variables \U0001F31F](https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07)\n \ - [itnext.io: Jenkins Tutorial — Part 3 — Parameterized Pipeline \U0001F31F](https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad)\n \ - [itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines \U0001F31F](https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b)" year: '2021' stars: 0 ai_summary: 'A detailed multi-part series covering parameterized builds, variable contexts, parallel phases, and interactive user inputs. *Curator Insight*: Multi-step pipelines deep dive. *Live Grounding*: Highly regarded learning path that guides engineers from basics to complex production Jenkinsfiles.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Pipeline Patterns - Declarative vs Scripted tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07: title: "itnext.io: Jenkins Tutorial — Part 2 — Pipeline Variables \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 80841a9884a9344b3b547f037e18ec962016514175b90613fbd793fbc301292f health_score: 100.0 last_checked: 1779031037.151062 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.151062+02:00' https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad: title: "itnext.io: Jenkins Tutorial — Part 3 — Parameterized Pipeline \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 08d54fff4f70e680f0338832319ab876fcc8a4fb7128718fcb68b17b32877ec0 health_score: 100.0 last_checked: 1779029291.481058 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:11.481058+02:00' https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c: title: 'itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 health_score: 100.0 last_checked: 1779029325.382171 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.382171+02:00' https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b: title: "itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 health_score: 100.0 last_checked: 1779032922.508749 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.508749+02:00' https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf: title: 'itnext.io: Jenkins X — Managing Jenkins' description: '' year: '2019' stars: 0 ai_summary: Detailed technical guide on installing, updating, and operating Jenkins X within a Kubernetes cluster. Compares serverless Jenkins engines with traditional stateful master architectures. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Kubernetes Native - Jenkins X tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe: title: "itnext.io: Journey Of A Microservice Application In The Kubernetes World \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Traces the structural lifecycle of a containerized microservice traversing deployment pipelines, service routing, and load balancing configurations. Provides practical insights into configuring readiness/liveness probes, autoscaling parameters, and ingress rules. Essential reference for microservice platform standardization. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Application Lifecycle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef: title: 'itnext.io: Journey Of A Microservice Application In The Kubernetes World' description: '' year: '2021' stars: 0 ai_summary: Comprehensive architectural case study outlining the functional lifecycle journey of a microservice application cluster inside Kubernetes. Details cross-cutting concerns including distributed service discovery, secret distribution, configurations management, ingress controllers, and decentralized persistent data handling. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6: title: K8s prevent queue worker Pod from being killed during deployment description: '' year: '2021' stars: 0 ai_summary: This operations guide details how to prevent queue-consuming pods from being killed mid-job during rolling deployments on Kubernetes. It explains how to coordinate preStop hooks and terminationGracePeriodSeconds configurations. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Kubernetes - Workload Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6: title: 'itnext.io: K8s raise StatefulSet volume size with low impact' description: '' year: '2021' stars: 0 ai_summary: 'A crucial operations guide detailing how to safely expand Persistent Volume Claims (PVCs) bound to StatefulSets with minimal workload impact. Covers volume expansion capability (VolumeExpansion) within storage classes and live file-system resizing. (Live Grounding: Fundamental knowledge for running high-throughput production databases without service degradation).' language: YAML/Shell resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Kubernetes Core - Storage Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de: title: 'itnext.io: K8s Tips: Accessing the API Server From a Pod' description: '' year: '2021' stars: 0 ai_summary: A precise guide demonstrating how to query the Kubernetes API server securely from inside a running Pod. It discusses how the kubelet automatically mounts the default ServiceAccount token, namespace identifier, and CA certificate into `/var/run/secrets/kubernetes.io/serviceaccount`, and details how to utilize these credentials in runtime clients. language: Bash/YAML resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Security - API Access tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81: title: "itnext.io: K8s Vertical Pod Autoscaling \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A detailed technical guide examining VPA internal controllers, highlighting the Recommender, Updater, and Admission Controller. Outlines how the validating admission hook operates to dynamically mutate resources during pod lifecycles. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Resource Management - Vertical Scaling Deep-Dive tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65: title: 'itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!' description: '' year: N/A stars: 0 ai_summary: In-depth guide configuring a fully offline AI diagnostics engine inside protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs to safeguard internal data streams. language: English resource_type: Architectural Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2559d58dfacaca021df6f589847ee809c17122e7292f7ff3fb1519c67c4eaf8d health_score: 100.0 last_checked: 1779031466.546044 needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Operations - AIOps Diagnostics tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.546044+02:00' https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae: title: 'itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler' description: '' year: '2022' stars: 3 ai_summary: A comprehensive technical deep dive on Karpenter's group-less autoscaling paradigm. The author compares Karpenter's pod-bound scheduling engine against AWS Auto Scaling Groups (ASGs), illustrating how Karpenter's 'just-in-time' provisioning achieves sub-minute node startup times while dynamically consolidating bin-packed workloads. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: a80f05573ed7b5c6e8abd1b2bc386a3f7724d1d3ed68b55a0bb4d77ce2d54aa7 health_score: 100.0 last_checked: 1779029714.695971 needs_ai_refresh: false hierarchy: - Autoscaling - Resource Provisioning - Technical Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:14.695971+02:00' https://itnext.io/keep-it-simple-k8s-c0c68c46eabb: title: 'itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos' description: '' year: '2021' stars: 2 ai_summary: A technical introduction to Jabos, showing how to replace sprawling nested YAML folders with a clean JavaScript-based GitOps deployment pipeline. The author walks through setting up a simple deployment and service using Jabos configurations. language: English resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: f53ad4801cbd2a2a9ab984f2d288a8b11f32cc275e81becb050f96fb59fcf436 health_score: 100.0 last_checked: 1779032785.57549 needs_ai_refresh: false hierarchy: - Configuration Management - GitOps - Alternative Specs tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:25.575490+02:00' https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c: title: "itnext.io: **arkade** by example — Kubernetes apps, the easy way \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Introduces arkade, a lightning-fast application installer for Kubernetes. Simplifies cluster bootstrap setups by deploying tools like OpenFaaS or cert-manager with one-line commands. language: English resource_type: Technical Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Tooling - Deployment Tools tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27: title: 'itnext.io: Kubernetes Cluster Autoscaler: More than scaling out' description: '' year: '2021' stars: 0 ai_summary: A specialized technical deep-dive looking at Cluster Autoscaler scale-in (consolidation) mechanics. Analyzes pod disruption budgets, graceful termination routines, and scheduler algorithms that guarantee high system uptime during server compression. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Infrastructure Scaling - Node Descheduling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7: title: 'itnext.io: Kubernetes Contexts: Complete Guide for Developers' description: '' year: '2020' stars: 4 ai_summary: Explains how kubeconfig context matrices are structured. Aids teams in safely managing user authorization levels across distinct dev, staging, and production clusters. language: English resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e7510fd20eab2b0d530a3e169cac3ad0742920e9ce7ad6b3ab00e0eaef12f966 health_score: 100.0 last_checked: 1779031410.869623 needs_ai_refresh: false hierarchy: - Kubernetes Platform - Cluster Administration - K8s Contexts tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:30.869623+02:00' https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e: title: 'itnext.io: Kubernetes Draining Nodes Properly' description: '' year: '2021' stars: 4 ai_summary: A comprehensive guide to executing zero-downtime node evictions. Highlights the use of PodDisruptionBudgets (PDBs), shutdown hooks, and node draining commands (`kubectl drain`) to gracefully migrate stateless and stateful workloads without impacting live user sessions. language: Bash resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Node Operations - Maintenance tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-essential-tools-2021-def12e84c572: title: 'itnext.io: Kubernetes Essential Tools: 2021' description: '' year: '2021' stars: 0 ai_summary: An expert selection of developer and operator terminal utilities designed to streamline interaction with Kubernetes clusters. Reviews advanced interactive CLI browsers like k9s, visual dashboards like Lens, log stream multiplexers like Stern, and context switches like kubectx. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Ecosystem - Developer Tooling - CLI Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-extensibility-c5fed27f0952: title: 'itnext.io: Introduction to Kubernetes extensibility' description: '' year: '2021' stars: 3 ai_summary: An introductory review of how to extend the native Kubernetes control plane. Details the custom resource lifecycle, webhook integrations, API aggregation layers, and custom control loop logic that underpins the Kubernetes operator ecosystem. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Architecture - Extensibility - Operator Pattern tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-for-dummies-life-of-a-pod-fc8158e27aa: title: 'itnext.io: Kubernetes for dummies: Life of a Pod. Part 3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 35dd76d2c64dfebc57a1b4925ee22a8d52a13a1c20225f025c7b5baa6ab02df8 health_score: 100.0 last_checked: 1779030119.221782 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:59.221782+02:00' https://itnext.io/kubernetes-gitops-tools-cf0247eb5368: title: 'itnext.io: Kubernetes GitOps Tools' description: '' year: '2021' stars: 0 ai_summary: Detailed breakdown contrasting standard GitOps tools within the CNCF ecosystem. Focuses on execution differences between declarative state reconciliation models (e.g., Argo CD, Flux) and evaluates how security policies and continuous compliance are woven into these engines. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: fc41506c17b05b96928b4b33d70c79e588dd56342ecef4cd5607eabb967c2014 health_score: 100.0 last_checked: 1779034516.748113 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Continuous Delivery - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:16.748113+02:00' https://itnext.io/kubernetes-in-a-box-7a146ba9f681: title: 'itnext.io: Kubernetes in a box' description: '' year: '2021' stars: 0 ai_summary: A guide detailing 'Kubernetes in a box' sandbox creation methodologies. Outlines structural strategies for configuring minimal host dependencies, local routing setups, and automatic configuration sync setups. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5: title: 'itnext.io: Kubernetes Ingress on Azure using the Application Gateway' description: '' year: '2020' stars: 0 ai_summary: Analyzes configuring the Application Gateway Ingress Controller (AGIC) to leverage Azure's Layer 7 load balancer inside AKS clusters. Outlines integrating native Web Application Firewall (WAF) services and avoiding extra routing hops. Promotes scalable network architectures for modern APIs. language: YAML/Terraform resource_type: Technical Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Ingress & Routing - Application Gateway (AGIC) tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3: title: 'itnext.io: Kubernetes Installation Methods The Complete Guide' description: '' year: '2023' stars: 0 ai_summary: A comprehensive analysis of various Kubernetes bootstrap frameworks. Compares local learning solutions (Kind, Minikube, K3s) with enterprise production installation engines (Kubeadm, Kubespray, and fully managed public cloud options like GKE, EKS, AKS), detailing networking setup and etcd topography trade-offs. language: English resource_type: Technical Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Installation - Bootstrap Methods tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/kubernetes-is-hard-190f1d0c6d36: title: "itnext.io: Kubernetes is Hard! \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Critical evaluation of the operational complexities, steep training curves, and configuration management challenges inherent in enterprise Kubernetes deployments. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Kubernetes - Basics - Critique tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1: title: 'itnext.io: Up and running out of the cloud — How to setup the Masters using kubeadm bootstrap' description: '' year: '2020' stars: 0 ai_summary: A hands-on manual describing how to deploy a HA multi-master Kubernetes cluster outside cloud environments using Kubeadm. Focuses on setting up an external load balancer to sit in front of the API servers, and configure stacked etcd pools on bare-metal systems. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bootstrapping - Bare Metal tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f: title: 'itnext.io: Kubernetes Kustomize Cheat Sheet' description: '' year: '2024' stars: 4 ai_summary: Tactical guide to declarative manifest engineering via Kustomize. Detailing overlay patterns, configMap generation, resource patching, and secret injections, this is key for engineers moving away from templating tools like Helm. language: YAML resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Declarative Configuration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791: title: 'itnext.io: Kubernetes: load-testing and high-load tuning — problems and solutions' description: '' year: '2021' stars: 0 ai_summary: Architect-level guide to high-load performance testing and OS/Kernel-level tuning inside Kubernetes clusters. Highlights connection limits, TCP socket recycling, thread pooling adjustments, and optimizing conntrack tables to handle traffic spikes. language: Shell resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Performance Engineering - Load Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f: title: 'itnext.io: Kubernetes local playground alternatives' description: '' year: '2021' stars: 0 ai_summary: A comparative overview of playground configurations for Kubernetes developers. Focuses on balancing sandbox isolation, localized DNS routing, service mesh compatibility, and custom ingress capabilities. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Sandbox Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a: title: 'itnext.io: Kubernetes Logging in Production' description: '' year: '2021' stars: 0 ai_summary: Outlines advanced production log aggregation architecture patterns. Investigates the trade-offs of using Node-level logging agents versus pod-level sidecars, detailing backpressure mitigation, rate-limiting rules, and long-term cold-storage archiving strategies. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Log Management & Diagnostics - Log Aggregation - Production Scale Logging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1: title: 'itnext.io: Kubernetes: monitoring with Prometheus — exporters, a Service Discovery, and its roles' description: '' year: '2020' stars: 0 ai_summary: Demystifies Prometheus's powerful dynamic Service Discovery engine inside Kubernetes, parsing how role specifications (Node, Endpoint, Pod, Service, Ingress) translate API-server resource updates into automatic, low-overhead scrap targets. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Observability & Service Mesh - Cluster Monitoring - Service Discovery Mechanics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5: title: 'itnext.io: Kubernetes networking deep dive: Did you make the right choice?' description: '' year: '2022' stars: 4 ai_summary: An engineering benchmark and comparison of leading Kubernetes CNI implementations (Calico, Cilium, Flannel). Evaluates raw throughput, CPU overhead, eBPF capabilities, and network policy performance to guide architects in making structural design choices. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Evaluation - CNI Selection tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/kubernetes-operator-to-manage-jobs-7ee96744c74a: title: 'itnext.io: Simplify Advanced Workflows in Kubernetes with Jobs Manager Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9f81323756d2b762f3ed19406b37dbc6fc4903981bbbe6854f09e0abb0754d55 health_score: 100.0 last_checked: 1779029322.631627 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:42.631627+02:00' https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345: title: 'itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native Apps' description: '' year: '2021' stars: 0 ai_summary: An analytical article comparing manual sysadmin runbooks with the automatic capabilities of Operators. It covers automated backups, version migrations, and disaster recovery loops. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Architectural Pattern - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22: title: 'itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement' description: '' year: '2022' stars: 0 ai_summary: Investigates mitigating risks from the OWASP Kubernetes Top 10 using centralized Policy-as-Code platforms like OPA Gatekeeper or Kyverno. Focuses on setting up mutating and validating admission webhooks to prevent non-compliant configs from deploying. Establishes programmatic posture control. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Assessment - Policy Enforcement tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47: title: 'itnext.io: Kubernetes OWASP Top 10: Secrets Management' description: '' year: '2022' stars: 0 ai_summary: Addresses Secrets Management under the OWASP Kubernetes threat framework. Details vulnerabilities of default etcd storage parameters and details using External Secrets Operator or HashiCorp Vault. Prevents secrets exposure via repository check-ins or pod environment parameters. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - OWASP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99: title: 'itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim — an overview with examples' description: '' year: '2020' stars: 0 ai_summary: A comprehensive tutorial examining the foundational mechanics of PersistentVolumes and PersistentVolumeClaims. It employs clean yaml manifests to illustrate how claims bind to volumes dynamically, detailing reclaim policies and access modes. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Persistent Volumes & Provisioners - PV/PVC Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2: title: 'itnext.io: Kubernetes Probes: Startup, Liveness, Readiness' description: '' year: '2021' stars: 0 ai_summary: 'Explores the mechanical execution differences between Startup, Liveness, and Readiness probes. - Details how Kubelet manages the container execution lifecycle based on probe state results. - Highlights the utility of Startup probes for complex, slow-starting Java or legacy applications.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376: title: 'itnext.io: Kubernetes + Rancher Cluster Manager 2.6 on your macOS laptop with k3d/k3s in 5 min' description: '' year: '2021' stars: 0 ai_summary: Curator Insight presents a 5-minute guide to bootstrapping Rancher 2.6 on macOS using k3d. Live engineering review in 2026 notes that while versions have moved on to Rancher 2.x/3.x, the underlying orchestration concepts of nesting Rancher inside containerized K3s nodes remain relevant for legacy environments. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Platform Management - Rancher Setup tags: - '[LEGACY]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-readiness-probes-examples-common-pitfalls-136e3a9a058d: title: 'itnext.io: Kubernetes Readiness Probes — Examples & Common Pitfalls' description: '' year: '2021' stars: 0 ai_summary: 'An analytical deep dive into the architecture of Readiness probes, focusing on common design anti-patterns. - Warns against linking Readiness checks to upstream dependencies (e.g., databases), which triggers cascading failures across services. - Offers architectural guidelines for resilient, independent probe designs.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Readiness Probes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-resource-management-in-production-d5382c904ed1: title: 'itnext.io: Kubernetes Resource Management in Production' description: '' year: '2021' stars: 0 ai_summary: 'Addresses the operational complexities of managing CPU and Memory resources in enterprise clusters. - Analyzes the direct impact of misaligned requests and limits on node scaling and scheduling. - Details robust strategies for avoiding OOM killers and kernel-level CPU starvation.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Production Operations - Capacity Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness-7cae17fbf27b: title: "itnext.io: Kubernetes Resources and Autoscaling — From Basics to Greatness \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An analytical guide investigating the interaction between resource requests, limits, QoS classes, and autoscaler actions. Highlights critical design limits to prevent unpredictable pod eviction cascades under high CPU/memory utilization. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Resource Management - Advanced QoS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4ff9912df5: title: 'itnext.io: Kubernetes rolling updates, rollbacks and multi-environments' description: '' year: '2023' stars: 0 ai_summary: Examines rolling updates, manual rollbacks, and multi-environment promotions. Provides strategies to control deployment rollouts, configure canary boundaries, and run parallel configurations. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Deployments - Release Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4: title: 'itnext.io: Kubernetes — Running Multiple Container Runtimes' description: '' year: '2021' stars: 4 ai_summary: A guide on configuring multiple container runtimes (such as runc and Kata Containers) within a single Kubernetes cluster using RuntimeClass. Enables operators to tailor performance and security isolation environments according to specific workload profiles. language: YAML resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Runtime - RuntimeClass tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b296777: title: 'itnext.io: Kubernetes Sandbox Environments with Virtual Clusters' description: '' year: '2021' stars: 0 ai_summary: Analyzes the design and benefits of executing virtual Kubernetes clusters (vcluster) on shared physical hardware. It outlines patterns to isolate control planes (API Server, Controller Manager, etcd) inside regular namespaces to reduce management overhead and increase security tenant boundary density. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Virtualization - Multi-Tenancy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30: title: 'itnext.io: Kubernetes Scheduler Deep Dive | Daniele Polencic' description: '' year: '2023' stars: 0 ai_summary: 'A deep dive into the Kubernetes scheduler''s two-phase framework: filtering (predicates) and scoring (priorities). Explains binding execution loops and customized scheduling extension points for advanced topologies.' language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute - Pod Scheduling - Scheduler Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689: title: "itnext.io: Kubernetes Serverless simply visually explained \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: A highly effective visual analysis demonstrating how serverless execution frameworks integrate natively with Kubernetes primitives. It clearly highlights pod autoscaling dynamics and container lifecycle abstractions. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Serverless - Visual Architectures tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0c: title: 'itnext.io: Kubernetes Service Type LB for On Prem Deployments' description: '' year: '2021' stars: 4 ai_summary: 'Addresses the challenge of hosting ServiceType: LoadBalancer endpoints within bare-metal and on-prem architectures. Outlines implementation paths using MetalLB and BGP route advertising to lease public IPs.' language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Load Balancing - On-Premises tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9: title: 'itnext.io: Kubernetes Silent Pod Killer' description: '' year: '2021' stars: 0 ai_summary: This article investigates the elusive scenarios where the Linux kernel OOM killer terminates container processes silently without registering a clean Kubernetes OOMKilled status. This discrepancy occurs when sub-processes within a container are targeted, leaving the main container entrypoint running but degraded. The author shares advanced debugging tips utilizing system logs and container runtimes to detect these hidden failures. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - OOMKilled tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per-pod-7e02c01ada65: title: 'itnext.io: Kubernetes StatefulSet Initialization with Unique Configs per Pod' description: '' year: '2021' stars: 4 ai_summary: Demystifies the deployment of dynamic configurations inside stateful cluster topologies. Explains how to leverage initContainers to dynamically configure peer IDs, specific properties, and individual identities on a per-pod basis. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workloads - StatefulSets - Configuration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler-e2e5a3b8e1a9: title: 'itnext.io: Kubernetes: vertical Pods scaling with Vertical Pod Autoscaler' description: '' year: '2020' stars: 0 ai_summary: A thorough walkthrough detailing the components and workflow of the VPA. Illustrates the mechanics of utilizing resource recommendations to dynamically adjust container resource boundaries without administrative intervention. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Resource Management - Vertical Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-what-are-endpoints-3cc9e769b614: title: 'itnext.io: Kubernetes: what are Endpoints' description: '' year: '2020' stars: 0 ai_summary: A focused breakdown of the connection mapping layers between Service abstractions and Pod targets. Explains how the endpoint controller processes selectors, manages Endpoints objects, and updates packet-routing maps on cluster nodes. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Service Abstraction - Endpoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81: title: "itnext.io: Kubernetes YAML Tips | Daniele Polencic \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An ITNext tutorial compilation detailing advanced YAML tips and tricks for Kubernetes. It explains how to combine multiple YAML documents, optimize resource blocks, and safely check designs using dry-run flags. It is a highly practical reference for application operators. language: YAML resource_type: article complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330: title: 'itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management Platform' description: '' year: '2020' stars: 0 ai_summary: 'Explores the modular and pluggable architecture of KubeSphere, showing how enterprises can customize their deployments by enabling or disabling components like DevOps, Service Mesh, and Logging/Monitoring. Discusses native application lifecycle management integrations. (Live Grounding: Underlines KubeSphere''s strategic market position as a flexible, lower-overhead alternative to Red Hat OpenShift).' language: Go resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Platforms - Enterprise Platforms - KubeSphere tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07: title: 'itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!' description: '' year: '2021' stars: 0 ai_summary: A practical walk-through detailing the development of Kubexpose, an experimental custom controller designed to simplify cluster service exposure rules. language: N/A resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Hands-on Development - Operators tags: - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab: title: 'itnext.io: Labels & Annotations in Kubernetes | Daniele Polencic' description: '' year: '2023' stars: 0 ai_summary: Contrasts the mechanical functions of Kubernetes Labels (used for query selection and resource grouping) and Annotations (used to attach non-identifying operational metadata for integration tools). language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Core Mechanics - Metadata Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/lessons-learned-from-managing-a-kubernetes-cluster-for-side-projects-780fbbacf36c: title: 'itnext.io: Lessons learned from managing a Kubernetes cluster for side projects (GKE)' description: '' year: '2021' stars: 0 ai_summary: A pragmatic breakdown of cost-efficiency structures and management workloads on Google Kubernetes Engine (GKE) for non-enterprise developers. Offers hands-on advice on resource requests, limits, node pools, and custom ingress solutions. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Case Studies - GKE Deployment - Cost Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/lifecycle-of-kubernetes-network-policies-749b5218f684: title: 'itnext.io: Lifecycle of Kubernetes Network Policies and Best Practices' description: '' year: '2021' stars: 0 ai_summary: Delves into designing, deploying, and maintaining NetworkPolicies throughout an application lifecycle. Promotes a default-deny security posture for ingress/egress and outlines tooling to audit network state. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Network Security - Network Policies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34: title: 'itnext.io: Logging in Kubernetes with Loki and the PLG Stack' description: '' year: '2022' stars: 0 ai_summary: Detailed implementation guide for deploying the PLG (Prometheus, Loki, Grafana) stack on Kubernetes. Illustrates logging agent configurations that offer a lightweight alternative to EFK. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability & Monitoring - Log Management - Kubernetes Logging tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918: title: "itnext.io: Manage Auto-generated Secrets In Your Helm Charts \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: This guide offers solutions for the common problem of auto-generated secrets regenerating during standard Helm upgrade sequences. It provides explicit templating configurations designed to persist existing cluster values instead of replacing them. This strategy avoids service downtime in dependent microservices due to credential mismatches. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secret Management - Helm Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889: title: 'itnext.io: Manage Redis on AWS from Kubernetes' description: '' year: N/A stars: 0 ai_summary: Curator Insight describes how to manage AWS ElastiCache for Redis directly from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). This unifies stateful cloud infrastructure management within standard GitOps workflows. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: f3e66427cea7fa55436ea00b0d6ee0c98e8d8a3da18faa2066450689aba5ec5e health_score: 100.0 last_checked: 1779031096.648339 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Operators - Managed Databases tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:16.648339+02:00' https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30: title: 'itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS KMS + Flux)' description: '' year: '2021' stars: 0 ai_summary: A crucial guide explaining how to securely manage encrypted Kubernetes Secrets in public Git repositories using Mozilla SOPS, AWS KMS, and the Flux source/kustomize decryption drivers. language: YAML resource_type: Technical Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md - flux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac: title: "itnext.io: Managing multiple Kubernetes clusters using Git \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: This deep-dive explores multi-cluster Kubernetes fleet management using GitOps methodologies. It details Git-based declarative workflows using tools like ArgoCD or GitLab Agent for Kubernetes to maintain architectural parity across environment stages. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - GitOps - Kubernetes Management - Multi-Cluster tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25: title: 'itnext.io: Measuring Patching Cadence on Kubernetes with GitOps' description: '' year: '2021' stars: 4 ai_summary: Outlines a GitOps framework designed to measure, audit, and accelerate software patch delivery within Kubernetes clusters. Outlines the integration of automated image updates with PR-driven deployment logs to gauge team response velocity. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - GitOps - Policy & Compliance tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab: title: "itnext.io: Memory Request + Limit in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'In-depth guide explaining how memory allocations behave on Linux/Kubernetes. - Discusses how the kernel manages memory limits, page cache, and anonymous memory. - Illustrates the precise conditions that trigger the Linux Out-of-Memory (OOM) killer.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Memory Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda: title: 'itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes' description: '' year: '2021' stars: 4 ai_summary: A highly granular migration case study describing the engineering process of moving Apache Spark analytical jobs from AWS EMR to Amazon EKS. Addresses key architectural trade-offs such as node grouping, instance types, spot instance lifecycle management, and driver/executor scheduling. Live Grounding underscores that moving Spark workloads to Kubernetes optimizes compute utilization and reduces vendor lock-in. language: Markdown resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & AI - Apache Spark - Cloud Migration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d: title: 'itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter' description: '' year: '2021' stars: 0 ai_summary: Practical deployment reference for integrating the X.509 Certificate Exporter into Prometheus monitoring frameworks to track and alert on TLS/SSL certificate lifetimes inside Kubernetes. Prevents unexpected service disruptions stemming from expired certificates. language: English resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Security - Certificate Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60: title: 'itnext.io: Monitoring Kubernetes Jobs' description: '' year: '2021' stars: 0 ai_summary: Targets the specific challenges of monitoring short-lived batch jobs and CronJobs inside Kubernetes. Outlines Prometheus query logic (PromQL) to detect run execution duration, failure codes, and long-running abandoned pods that bypass typical active deployment scraping rules. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Dynamic Component Monitoring - Workload Monitoring - Job & CronJob Execution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c: title: 'itnext.io: Monitoring Kubernetes workloads with Prometheus and Thanos' description: '' year: '2021' stars: 0 ai_summary: An in-depth article evaluating how to build a highly available, long-term metric monitoring system by integrating Prometheus with Thanos. It explores global query routing, object storage offloading strategies, and cross-cluster resource utilization metrics. language: English resource_type: Article complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Metrics - High Availability Prometheus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02: title: 'itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana' description: '' year: '2021' stars: 0 ai_summary: In-depth guide on scraping Apache Spark streaming analytics metrics running on Kubernetes. Explains the integration of Prometheus JMX exporter configurations with custom Grafana visualizations for stream latency. language: Scala resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Big Data Monitoring - Apache Spark tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89: title: 'itnext.io: Multi-Cloud and Multi-Cluster Declarative Kubernetes Cluster Creation and Management with Cluster API (CAPI — v1alpha3)' description: '' year: '2020' stars: 0 ai_summary: A deep-dive technical article illustrating the design patterns behind Cluster API (CAPI v1alpha3) for multi-cloud and bare-metal cluster deployments. It details how CAPI separates infrastructure provisioning from cluster bootstrapping via clean Custom Resource Definitions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Declarative Infrastructure - Articles tags: - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb: title: 'itnext.io: Multi-Cluster Kubernetes Networking with Netmaker' description: '- [NetMaker](https://github.com/gravitl/netmaker) Netmaker makes networks with WireGuard. Netmaker automates fast, secure, and distributed virtual networks.' year: '2022' stars: 0 ai_summary: Tutorial on structuring dynamic multi-cluster virtual topologies using Netmaker. Leverages WireGuard to automate fast, low-overhead encrypted overlays bridging distributed pods. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Multi-Cluster - WireGuard VPN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8: title: "itnext.io: Multi-Tenancy in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F" description: '' year: '2023' stars: 2 ai_summary: Analyzes structural challenges in multi-tenant environments. Compares custom scheduling constraints, network topology plans, and native resource limits for hosting multi-tenant deployments. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0: title: 'itnext.io: My Journey to HashiCorp Certified: Terraform Associate' description: '' year: '2022' stars: 0 ai_summary: 'An educational guide tracking preparation strategies for the HashiCorp Certified: Terraform Associate exam. The article breaks down foundational concepts like provider configuration, local state operations, modules, and execution commands, serving as a structured roadmap for engineers.' language: N/A resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Certifications - Terraform Associate tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604: title: 'itnext.io: Necessary Culture Change with GitOps' description: '' year: '2022' stars: 0 ai_summary: Examines the fundamental cultural changes required to onboard developer and operational teams to a GitOps model, emphasizing the pivot from localized server scripting to trust in central automated reconciliation systems. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d: title: 'itnext.io: Network Isolated AKS — Part 1: Controlling network traffic' description: '' year: '2021' stars: 0 ai_summary: Details architectural considerations for building network-isolated AKS clusters. Explains integrating custom User-Defined Routes (UDR) and Azure Firewall to handle and monitor egress traffic. Essential for compliant financial or healthcare setups demanding rigorous data isolation. language: Terraform/Bash resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Network Security - Network Isolation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/observability-at-scale-52d0d9a5fb9b: title: 'itnext.io: Observability at Scale' description: '' year: '2020' stars: 0 ai_summary: An engineering blueprint addressing observability architecture at scale. It covers how to handle extreme metric ingestion rates, reduce high metric cardinality overheads, structure federated Prometheus servers, and deploy Thanos for long-term historical storage and global query capabilities. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Scale & Architecture - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0: title: 'itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio' description: '' year: '2021' stars: 0 ai_summary: An observability-focused lab demonstrating how to monitor gRPC network flows inside Amazon EKS clusters running Istio. Covers Prometheus metric ingestion and Envoy access log configurations specifically optimized for HTTP/2 payloads. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - EKS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0: title: 'itnext.io: OpenTelemetry — Understanding SLI and SLO with OpenTelemetry Demo' description: '' year: '2022' stars: 0 ai_summary: An architectural deep-dive evaluating Service Level Indicators (SLIs) and Service Level Objectives (SLOs) within an active OpenTelemetry distributed microservices demo. Explores Prometheus alerts, collector architecture, and structured telemetry processing. language: Go resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - OpenTelemetry - Reliability Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951: title: 'itnext.io: Performing Security Checks for Deployed Kubernetes Manifests' description: '' year: '2022' stars: 0 ai_summary: Reviews technical methods to assess security profiles of Kubernetes configurations prior to cluster deployment. Explains standard static evaluation tools and custom policy syntax like Open Policy Agent (OPA) or Kyverno. Focuses on integrating these guardrails directly within pull request pipelines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Static Analysis - Manifest Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e: title: 'itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and what it enables' description: '' year: '2022' stars: 4 ai_summary: Delineates the evolution from standard Infrastructure-as-Code (IaC) to Platform-as-Code (PaC), where platform teams deliver fully orchestrated, self-service developer environments. Highlights how defining platforms declaratively abstracts raw cloud interfaces, simplifying application lifecycle deployment. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps, Automation & Modern Systems Engineering - Infrastructure-as-Code - Platform Engineering tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9: title: "itnext.io: POD rebalancing and allocations in kubernetes | Daniele Polencic \U0001F31F\U0001F31F" description: '' year: '2023' stars: 2 ai_summary: Analyzes Kubernetes eviction mechanisms, voluntary/involuntary pod disruption patterns, and descheduling strategies. Highlights the critical operational trade-offs of pod rebalancing and how Kubelet triggers evictions under memory and disk pressure scenarios. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute - Pod Scheduling - Resource Allocation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1: title: 'itnext.io: Principles, Patterns, and Practices for Effective Infrastructure as Code' description: '' year: '2021' stars: 0 ai_summary: Maps out foundational engineering principles applied to Infrastructure as Code (IaC), including modular design, idempotency, and automated testing. These practices ensure underlying infrastructure layouts remain stable and predictable. This structural guidance is crucial to building scaling pipelines that feed into GitOps controllers. language: Terraform resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Infrastructure as Code - Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b: title: 'itnext.io: Processes — for 12-factor Microservice Applications' description: '' year: '2022' stars: 0 ai_summary: Unpacks Factor VI (Processes), requiring apps to run as stateless, shared-nothing executions. Details how to handle sticky sessions externally via Redis and run dynamic workloads cleanly across Kubernetes pods. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Processes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa: title: itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa description: '- [github.com/MiteshSharma/PrometheusWithGrafana](https://github.com/MiteshSharma/PrometheusWithGrafana)' year: '2020' stars: 0 ai_summary: Step-by-step developer guide showing the unified deployment of Prometheus and Grafana onto target servers using automated Ansible configuration blocks. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Infrastructure Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8: title: 'itnext.io - Prometheus: yet-another-cloudwatch-exporter — collecting AWS CloudWatch metrics' description: '' year: '2020' stars: 0 ai_summary: This article introduces 'YACE' (Yet Another CloudWatch Exporter), a high-performance Go-based exporter designed to retrieve AWS CloudWatch metrics. By utilizing AWS API calls optimally, YACE reduces AWS API transactional costs compared to the official Java-based CloudWatch exporter. language: Go resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Observability - Prometheus - AWS Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b: title: 'itnext.io: Protecting Your Kubernetes Environment With KubeArmor' description: '' year: '2021' stars: 0 ai_summary: A practical walkthrough analyzing the step-by-step enforcement of restrictive system-level controls using KubeArmor profiles. It details how security policies are configured to block unauthorized host accesses and restrict specific binary executions. This architectural pattern isolates critical application environments from potential lateral container breakout scenarios. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Runtime Security - KubeArmor Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62: title: 'itnext.io: Python, YAML, and Kubernetes — The Art of Mastering Configuration' description: '' year: '2021' stars: 4 ai_summary: An ITNext article demonstrating how to programmatically read, validate, and alter complex Kubernetes manifests using Python and PyYAML. It explains how to build custom pre-deployment filters and automate manifest adjustments. This is an excellent read for platform teams building GitOps validation steps. language: Python resource_type: article complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Advanced Templating tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7: title: 'itnext.io: Reference Other Values in Helm Chart Values File' description: '' year: '2021' stars: 0 ai_summary: Highlights an advanced strategy for referencing parameters dynamically within a single Helm values.yaml file. Reduces configuration duplication through strategic use of self-referencing YAML anchors or templated overrides. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - Advanced Templating tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19: title: 'itnext.io: Replace Docker Desktop with lima' description: '' year: '2021' stars: 4 ai_summary: A deep-dive replacement guide migrating development workflows from macOS Docker Desktop to Lima. Operates via lightweight Linux virtual machines, ensuring automated file sharing, port forwarding, and integration with nerdctl and containerd. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Development Environments - macOS Virtualization tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4: title: "itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A highly valuable technical guide detailing how to resize StatefulSet Persistent Volumes with zero downtime. It details the complex mechanics of updating CSI drivers, triggering file system expansion, and safely editing stateful configurations online. language: N/A resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Stateful Operations - Volume Resizing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2: title: 'itnext.io: Run Kubernetes On Your Machine' description: '' year: '2021' stars: 0 ai_summary: A developer-focused guide covering local Kubernetes provisioning alternatives. Evaluates resource overhead, file synchronization speeds, network configurations, and host integration points across different platforms. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005: title: 'itnext.io: Running K3S workload in a restricted environment' description: '' year: '2022' stars: 2 ai_summary: A specialized systems security post describing step-by-step procedures to configure K3s inside isolated, air-gapped corporate environments with strict proxy policies. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Security - Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462: title: 'itnext.io: Running resilient workloads in EKS using Spot instances' description: '' year: '2022' stars: 0 ai_summary: Practical implementation guide for orchestrating highly available production applications on cost-effective AWS Spot Instances. Synthesizes node-termination handlers, pod disruption budgets, and multi-instance-type autoscaling groups to manage interruptions. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Cost Optimization - Spot Instancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76: title: "medium: Secure your Microservices on AKS — Part 1 \U0001F31F" description: "- [medium: Secure your Microservices on AKS — Part 2 \U0001F31F](https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c)" year: '2020' stars: 0 ai_summary: An in-depth security architecture guide covering secure microservices deployment on AKS. Leverages Azure Active Directory (AAD) Pod Identity (and modern Workload Identity shifts) along with network security policies. Details methods to restrict pod-to-pod communications, configure secret vaults, and enforce security baselines at the runtime layer. language: Terraform/YAML resource_type: Blog Post Series complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Microservices Security - Pod Security & Identities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1: title: "itnext.io: Scaling My App: Serverless vs Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A deep-dive technical comparison contrasting serverless scaling models against container orchestration platforms like Kubernetes. Breaks down cost efficiency, resource management overhead, cold starts, scale-to-zero capabilities, and developer productivity trade-offs. language: English resource_type: Technical Analysis complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Comparative Systems - Scalability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb: title: 'itnext.io: Secrets injection at runtime from external Vault into Kubernetes — POC' description: '' year: '2021' stars: 0 ai_summary: An advanced technical proof of concept exploring runtime secrets injection into Kubernetes pods using external Vault servers. Analyzes security characteristics, local memory mounts (tmpfs), and webhook manipulation methods to completely decouple credentials storage from Kubernetes etcd. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Kubernetes Sidecar Injection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identities-55f9fdf48fda: title: 'itnext.io: Secure Azure Cosmos DB access by using Azure Managed Identities' description: '' year: '2023' stars: 4 ai_summary: Details how to configure secretless authentication for Azure Cosmos DB databases using System-Assigned and User-Assigned Managed Identities. In 2026, avoiding static connection strings by utilizing native Entra ID RBAC data planes is the standard pattern for securing cloud-native microservice applications. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - Workload Identity - Managed Identities tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9: title: 'itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS using Kafka with SASL/SCRAM' description: '' year: '2021' stars: 0 ai_summary: Details secure-connectivity configurations for microservices running inside Amazon EKS communicating with Apache Kafka clusters. Focuses on setting up SASL/SCRAM authentication, certificate management, and Kubernetes namespace access bounds. language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd: title: 'itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed and Encrypted Container Images' description: '' year: '2022' stars: 4 ai_summary: A deep technical analysis of combining container image signing with encryption to secure sensitive application code in shared registries. It discusses utilizing containerd and OCI registry standards to decrypt images securely at the node level. Provides a robust defense-in-depth framework for multi-tenant clusters. language: N/A resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - Image Encryption tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb: title: 'itnext.io: Sending Messages to Kafka in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A configuration-focused guide showing how to reliably publish message event payloads from Kubernetes application workloads to external Kafka clusters. Details setup considerations for internal DNS, headless service mappings, and environment variables. language: English resource_type: Blog Post complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Kubernetes Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298: title: 'itnext.io: Service Mesh Testing — Tools & Frameworks (Open Source)' description: '' year: '2021' stars: 3 ai_summary: Explores open-source test frameworks and strategies designed for service meshes. Shows how to run load testing, simulate complex network outages, and validate telemetry and security policies under load. language: Go resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea1e5070: title: 'itnext.io: Setup a Private Git-Repository in Kubernetes with Gitea' description: '' year: '2021' stars: 0 ai_summary: A granular blueprint detailing the deployment of a private, production-grade Gitea platform inside a Kubernetes cluster. Outlines Helm configuration, storage class assignments, and ingress controls for secure Git over SSH workflows. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Kubernetes Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4: title: "itnext.io: SLOs should be easy, say hi to Sloth \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Walkthrough exploring how Sloth helps teams declare Service Level Objectives as code. Translates high-level metrics guidelines into functional alerting matrices without writing raw PromQL equations. language: None resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - SLAs & SLOs - Generators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535: title: "itnext.io: Software development in containers — a cookbook \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive developer cookbook outlining containerized development workflows. Details multi-stage Docker builds, development-time mounts, image layer caching optimization, and secure packaging designs. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering Practices - Containerized Workflows - Cookbooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69: title: "itnext.io: Software Development Is Misunderstood \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A compelling thought piece highlighting software quality as an accelerator of release cycles. Argues that sound design patterns, unit-testing suites, and code refactoring reduce downstream bug resolution times. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Methodology - Engineering Culture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42: title: 'itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker' description: '' year: '2021' stars: 4 ai_summary: Demonstrates executing static security tests during automated container-based Jenkins workflows. Explores Docker volume mapping, token handling, and multi-stage pipeline configuration. language: Groovy resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Integration - CI/CD Pipelines - Jenkins Integration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29: title: 'itnext.io: State of Persistent Storage in K8s — A Benchmark' description: '' year: '2021' stars: 0 ai_summary: A granular performance evaluation of stateful storage engines in Kubernetes environments, including OpenEBS, Rook-Ceph, and Longhorn. This benchmark measures key execution indicators like latency, IOPS, and CPU utilization, guiding system architects in selecting high-performance storage backends for critical databases. language: English resource_type: Article complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Benchmarking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959: title: 'itnext.io: How to Run Databases in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: A granular blueprint on configuring stateful workloads inside Kubernetes clusters. Details the practical implementation of Headless Services, stable network identifiers, local persistent volumes, and graceful cluster shutdowns. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data on Kubernetes - Stateful Architecture - Operational Guide tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e: title: 'itnext.io: Sticky sessions canary releases in kubernetes Daniele Polencic' description: '' year: '2020' stars: 4 ai_summary: Examines advanced routing configurations using NGINX Ingress Controller to implement sticky sessions in canary rollouts. Details how to direct user session pools safely to dynamic new feature pods without interrupting session persistence. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Traffic Management - Ingress - Canary Deployments tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6: title: 'itnext.io: Stupid Simple Scalability' description: '' year: '2020' stars: 0 ai_summary: An easy-to-read conceptual architecture analysis outlining the pillars of horizontally scalable application design. Covers state decoupling, database indexing, and utilizing caching to guarantee high system availability. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Strategy - Scalability Foundations - System Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41: title: "itnext.io: Stupid Simple Service Mesh — What, When, Why \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A pragmatic introduction clarifying the core definitions, operational mechanics, and architectural justifications for a service mesh. Features simple, clear logic matrices to determine whether standard ingress controls are sufficient. language: None resource_type: article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/successful-short-kubernetes-stories-for-devops-architects-677f8bfed803: title: 'itnext.io: Successful & Short Kubernetes Stories For DevOps Architects' description: '' year: '2023' stars: 0 ai_summary: A compilation of brief, high-impact architectural case studies illustrating real-world engineering failures and subsequent triumphs. It covers troubleshooting container networking, node resource exhaustion, and complex ingress rules. language: English resource_type: Article Collection complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Case Studies - Production Stories - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/tagged/jenkins-x: title: itnext.io/tagged/jenkins-x description: '' year: '2022' stars: 0 ai_summary: Curated feed of tech posts detailing practical, hands-on implementations and configurations of Jenkins X within multi-cloud containerized environments. Useful for tracing evolution patterns. language: English resource_type: Webpage complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI-CD - Kubernetes Native - Jenkins X tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/tagged/kubernetes: title: itnext.io/tagged/kubernetes description: '' year: '2025' stars: 0 ai_summary: ITNext's Kubernetes publication channels highly technical, deep-dive articles authored by practicing engineers. Topics heavily favor custom controllers, eBPF telemetry, service mesh performance, and advanced GitOps architectures. language: English resource_type: Technical Publication complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Advanced Engineering - Technical Publications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88: title: 'itnext.io: Temporary Storage for Kubernetes Pods' description: '' year: '2021' stars: 0 ai_summary: A technical guide detailing ephemeral, temporary storage options (emptyDir, hostPath, downwardAPI) for Kubernetes pods. It details how runtime engines leverage ephemeral storage limits to protect against disk exhaustion on shared nodes. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Volume Fundamentals - Ephemeral Storage tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resource-d8ec5319d14a: title: "itnext.io: Terraform: don’t use kubernetes provider with your cluster resource! \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: 'An essential warning on a common architectural anti-pattern: configuring the Terraform Kubernetes provider to authenticate dynamically with a cluster declared inside the same workspace execution run. Explains why dynamic provider instantiation causes state locking errors and plan-time dependency loops.' language: HCL resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Anti-Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-kubernetes-7508577efdd7: title: 'itnext.io: Testing the Operator SDK and making a prefetch mechanism for Kubernetes' description: '' year: '2024' stars: 0 ai_summary: This technical article walks through testing operators built with the Operator SDK. It details how to build dynamic prefetch mechanics to download image assets to target nodes prior to scheduling pods. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - Frameworks & Tooling - Guides & Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle-events-in-kubernetes-6461c12f7736: title: 'itnext.io: The subtleties of ensuring zero downtime during pod lifecycle events in Kubernetes' description: '' year: '2021' stars: 4 ai_summary: A precise structural analysis of container lifecycle timings during rolling deployments. Addresses termination grace periods, readiness probes, and preStop hooks required to prevent routing discrepancies during pod termination. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Reliability - Zero Downtime tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d: title: 'itnext.io: Tips & Tricks for CKA, CKAD and CKS exams' description: '' year: '2021' stars: 0 ai_summary: A strategic prep guide detailing exam-taking patterns, terminal optimization tricks, and alias setups designed to maximize efficiency under exam pressure. It covers imperative command generation (such as kubectl run and dry-run flags), context switching, and debugging procedures across Linux Foundation certifications. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Certification - Preparation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839: title: 'itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware' description: '' year: '2023' stars: 0 ai_summary: Aggregates critical tactical recommendations to defend EKS environments from ransomware vectors. Covers immutability configurations for persistent volumes, robust IAM role isolation, network policies, and scanning container images within CI/CD loops. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - AWS EKS - Security & Hardening - Ransomware Defense tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e: title: 'itnext.io: Top 6 Threat Detection Tools for Containers' description: '' year: '2021' stars: 0 ai_summary: A high-level technical assessment of the top six real-time threat detection technologies engineered for containers. It contrasts kernel-level trace systems (like eBPF) with agentless static scanners to highlight their unique benefits. This overview assists in building a comprehensive, multi-layered threat mitigation stack. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Threat Detection - Container Monitoring Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2: title: 'itnext.io: Tracing Pod2Pod Network Traffic in Kubernetes | Daniele Polencic' description: '' year: '2021' stars: 0 ai_summary: When service-to-service communication fails silently, engineers must dive deep into packet inspection. This tutorial guides readers through capture techniques, using tools like tcpdump and Wireshark inside container network namespaces to trace pod-to-pod traffic. It addresses the complexity of tracing traffic within overlay networks and virtual ethernet pairs. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Networking - Packet Tracing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200: title: 'itnext.io: Taffic Shaping - Kubernetes & Istio | Daniele Polencic' description: '' year: '2021' stars: 0 ai_summary: A step-by-step exploration of traffic shaping options inside Istio, including request shadowing, percentage-based splits, and fault injection strategies designed to proactively test system limits and resilience patterns. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Traffic Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/understanding-kubectl-explain-9d703396cc8: title: '==itnext.io: Using ‘kubectl explain’ for Custom Resources==' description: '' year: '2026' stars: 0 ai_summary: An analytical guide showcasing how to leverage 'kubectl explain' to dynamically inspect Custom Resource Definitions (CRDs). By querying the discovery API, platform engineers can navigate deeply nested custom resource structures and ensure compliance with schemas registered via operator patterns. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d77e45f545d94e78b1b36db21a27d8e05142dc41bea2186451515607f0ad3ad8 health_score: 100.0 last_checked: 1779029340.756789 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:00.756789+02:00' https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd: title: 'itnext.io: Unleashing the Power of Kubernetes 1.26: Exploring the New ValidatingAdmissionPolicy Feature with CEL' description: '' year: '2022' stars: 0 ai_summary: An in-depth guide on the ValidatingAdmissionPolicy introduced in Kubernetes 1.26. Leveraging the Common Expression Language (CEL), cluster administrators can write and enforce custom admission validation rules inside the API Server without deploying external webhook architectures. This provides a highly performant, declarative security mechanism that reduces control plane latency. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Policies - CEL Admission tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8: title: 'itnext.io: Upgrade Cert-Manager for Your Production Deployment Without Downtime' description: '' year: '2021' stars: 0 ai_summary: A highly technical guide focusing on upgrading production cert-manager instances without cluster downtime. Addresses API version deprecations, webhook migrations, and handling CRD migrations smoothly. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - PKI & Certificates - cert-manager - Operations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52: title: 'itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP traffic' description: '' year: '2021' stars: 0 ai_summary: Advanced engineering tutorial outlining the manual provisioning and targeting configurations of Network Load Balancers (NLB) to handle inbound UDP traffic natively to pod layers on EKS. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - AWS EKS - Networking tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e: title: 'itnext.io: Using Rook On A K3s Cluster' description: '' year: '2021' stars: 0 ai_summary: A practical guide outlining the configuration and installation steps required to run Rook-Ceph on lightweight, resource-constrained K3s clusters. It explains structural modifications needed to optimize enterprise storage frameworks for edge compute environments and development setups. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Lightweight Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd: title: 'itnext.io: Vault cluster with auto unseal on Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Detailed structural guide for configuring an enterprise-grade, highly available HashiCorp Vault cluster in Kubernetes. Features automated unsealing integrations using cloud KMS systems (AWS KMS/GCP KMS) to remove manual keys dependencies. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - HashiCorp Vault tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2: title: "itnext.io: Why and How of Kubernetes Ingress (and Networking) \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Deconstructs the underlying flow of external traffic traversing through Ingress controllers down to the target endpoints. Outlines why standard Layer 4 proxies fall short for advanced routing and explains how Layer 7 controllers dynamically reload configurations dynamically upon API changes. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Ingress - Fundamentals tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f: title: 'itnext.io: Why do developers find Kubernetes so hard?' description: '' year: '2021' stars: 0 ai_summary: Diagnoses the cognitive load and operational hurdles associated with exposing raw Kubernetes interfaces directly to application developers. It analyzes the friction created by complex network topologies, YAML verbosity, and security policies, making the case for platform abstraction layers and custom developer portals. language: Agnostic resource_type: Opinion Piece complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Developer Experience - Kubernetes Usability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace283f5aa: title: 'itnext.io: Working with kubernetes configmaps, part 1: volume mounts' description: '- [itnext.io: Working with kubernetes configmaps, part 2: Watchers](https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d71)' year: '2022' stars: 0 ai_summary: Contrast study comparing dynamic ConfigMap directory updates against subPath volume mounts. Reviews how runtime container systems monitor symlink changes and the resulting operational pitfalls for daemon configurations. language: Go resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration - ConfigMaps - Synchronization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d71: title: 'itnext.io: Working with kubernetes configmaps, part 2: Watchers' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c4642098338acc234520b707627e5e04ae4e9f2ec2a8926586abef71e2ab2480 health_score: 100.0 last_checked: 1779033586.297706 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:46.297706+02:00' https://itnext.io/working-with-the-kubernetes-api-587bc5941992: title: "itnext.io: Working with the kubernetes API | Daniele Polencic \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Demonstrates programmatic interactions with the Kubernetes REST API. Provides examples of tracking real-time events, querying statuses, and using service accounts to build internal operators. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Architecture - Hands-on tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299: title: 'itnext.io: Writing a Kubernetes CLI in Go' description: '' year: '2023' stars: 0 ai_summary: A focused developer guide for creating custom CLI tools for Kubernetes using Go. Teaches how to build Cobra command frames, handle kubeconfigs, and execute API calls through REST mappings. language: Go resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - CLI Development - Go & Cobra tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f: title: 'itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker' description: '' year: '2020' stars: 0 ai_summary: This technical guide explains how to prevent resource exhaustion on Windows by configuring a custom `.wslconfig` file to limit WSL 2's CPU and memory allocations. Without these boundaries, WSL 2's virtual machine can consume vast amounts of host resources during intensive builds or high-volume container runs. Applying these adjustments guarantees system stability and responsive workflows on developer machines. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: e8bad0d63c57a2a71c844d7b0eab1b570481108796f312e07979c8c8fc24e753 health_score: 100.0 last_checked: 1779033805.644724 needs_ai_refresh: false hierarchy: - Development Environment - Windows Subsystem for Linux - Resource Optimization tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:25.644724+02:00' https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04: title: 'itnext.io: Operator Lifecycle Manager' description: '' year: '2023' stars: 0 ai_summary: Explains Operator Lifecycle Manager (OLM) as part of the Operator Framework. Highlights catalog management, automated dependency resolution, security upgrades, and dynamic operator scaling across production enterprise clusters. language: Go resource_type: Architectural Analysis complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - databases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://itnext.io/you-dont-need-microservices-2ad8508b9e27: title: "itnext.io: You Don’t Need Microservices \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Critically evaluates the industry's widespread push for microservices, highlighting cases of 'distributed monoliths' and unnecessary network overhead. Advocates for modular monolith designs as a better option for teams lacking the infrastructure capacity to manage distributed systems. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices & Distributed Systems - Architecture Patterns - Anti-Patterns tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itnext.iocloud-native-ci-cd-with-tekton-laying-the-foundation-a377a1b59ac0: title: 'itnext.io: Tekton Pipelines Kickstarter. Cloud Native CI/CD with Tekton'' — Laying The Foundation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering itnext.io: Tekton Pipelines Kickstarter. Cloud Native CI/CD with Tekton'' — Laying The Foundation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033572.472247 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.472247+02:00' https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps: title: 'itrevolution.com: Get Started With Team Topologies In 8 Steps' description: '' year: '2020' stars: 0 ai_summary: A practical roadmap to implementing Team Topologies, focusing on identifying stream-aligned, platform, enabling, and complicated-subsystem teams. Provides concrete steps for reducing cognitive load and managing team interaction modes to improve flow and speed up product feedback loops. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizational Design - Team Topologies - Implementation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itrevolution.com/articles/the-problem-with-org-charts: title: 'itrevolution.com: The Problem With Org Charts' description: '' year: '2020' stars: 0 ai_summary: Explores the friction between traditional hierarchical organizational charts and the dynamic, communication-focused patterns required for modern software delivery. Highlights how Conway's Law dictates that systems design mirrors communication structures, recommending shifting towards Team Topologies-aligned structures to streamline product delivery. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Organizational Design - Team Topologies - Team Structure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itrevolution.com/author/gene-kim: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6f51866e04b84b8bc8c034a1c814d562c174c736a0ecf55026c93e981f7a574b health_score: 100.0 last_checked: 1779130495.029337 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.029337+02:00' https://itrevolution.com/faculty/gene-kim: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b83fef24ab0340f70f12d81cf38a2f6afa58ddb2e5c14b366efba176753abc58 health_score: 100.0 last_checked: 1779030419.110734 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:59.110734+02:00' https://itrevolution.com/get-started-with-team-topologies-in-8-steps: title: 'itrevolution.com: Get Started With Team Topologies In 8 Steps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f5f31d0c1889fec52864d5ec5b2cad5c7638512e2f4b565160ca7d0a2b5d9763 health_score: 100.0 last_checked: 1779031231.580792 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:31.580792+02:00' https://itrevolution.com/the-problem-with-org-charts: title: 'itrevolution.com: The Problem With Org Charts' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 62ebd83060da79481ca89a22949ad2dece3148a845bbae3b27859939cd84b832 health_score: 100.0 last_checked: 1779033436.639247 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:16.639247+02:00' https://itsfoss.com/exa: title: itsfoss.com/exa description: '' year: '2021' stars: 0 ai_summary: Curator insight outlines `exa` as a rust-based colorized replacement for the traditional `ls` command. Live grounding signals that `exa` is now archived and deprecated; modern systems deploy `eza` to preserve safe directory printing and performance traits. language: Rust resource_type: Command-Line Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Command Line - Productivity tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://itsfoss.com/gitter: title: 'itsfoss.com: Gitter: A Cross-Platform Open Source Community Platform for Developers' description: '' year: '2020' stars: 0 ai_summary: 'An exploration of Gitter, a highly integrated developer-focused chat tool. Note: In late 2020, Gitter migrated its infrastructure to the Matrix network, moving away from legacy proprietary structures.' language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Collaboration - Chat Platforms tags: - '[LEGACY]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://itsfoss.com/htop-alternatives: title: 'itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring Experience' description: '' year: '2022' stars: 0 ai_summary: Evaluates advanced alternative monitoring frameworks like `btop`, `glances`, and `gtop`. Discusses graphic layouts, remote API telemetry integration, and individual performance profiling capabilities. language: C++ resource_type: Command-Line Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Performance - Monitoring tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times: title: 'itsopensource.com: How to Reduce Node Docker Image Size by 10X' description: '' year: '2023' stars: 0 ai_summary: Illustrates strategies to reduce Node.js runtime image sizes by up to 90%. Highlights multi-stage configurations, prune tools for dependencies, Alpine deployments, and build-time optimization. language: JavaScript resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Node.js tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins: title: "ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030558.444442 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:18.444442+02:00' https://iximiuz.ck.page/posts/ivan-on-containers-kubernetes-and-backend-development-12: title: 'iximiuz.ck.page: Ivan on Containers, Kubernetes, and Backend Development' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 970e5e9b0b500a587bc850a7ab5823daa9348920e25fd9615935780434ef7aca health_score: 100.0 last_checked: 1779033051.139564 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:51.139564+02:00' https://iximiuz.com/en/posts/container-learning-path: title: "iximiuz.com: Learning Containers From The Bottom Up | Ivan Velichko \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A highly-rated, bottom-up container learning path created by Ivan Velichko. Traces container concepts back to bare-metal OS fundamentals, covering chroot, cgroups, linux namespaces, and runc. language: English resource_type: Syllabus complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Container Architecture - OS Level Virtualization tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/container-networking-is-simple: title: 'iximiuz.com: Container Networking Is Simple!' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9ac5d462a6d287c057b476e2d0afab3a6d2efe7c083b8d899494ed3cb3fbd595 health_score: 100.0 last_checked: 1779030967.61173 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md - docs/networking.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://iximiuz.com/en/posts/container-networking-is-simple proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.023355' discovered_at: '2026-05-17T17:16:07.611730+02:00' https://iximiuz.com/en/posts/containerd-command-line-clients: title: 'iximiuz.com: Why and How to Use containerd from the Command Line' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5190cb37c1f497ce69bac1c89ae6d954b9ae62e6e1fbb8b1349049e9c3e4811d health_score: 100.0 last_checked: 1779034492.698267 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:52.698267+02:00' https://iximiuz.com/en/posts/containers-101-attach-vs-exec: title: 'iximiuz.com: Containers 101: attach vs. exec - what''s the difference?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering iximiuz.com: Containers 101: attach vs. exec - what''s the difference? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 40ef77a1ae0382685c8963a7a381fb40ff9096fdc46f001d507381bbb4c41b53 health_score: 100.0 last_checked: 1779030987.254995 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:27.254995+02:00' https://iximiuz.com/en/posts/containers-making-images-better: title: 'iximiuz.com: In Pursuit of Better Container Images: Alpine, Distroless, Apko, Chisel, DockerSlim, oh my!' description: '' year: '2023' stars: 0 ai_summary: A deep technical comparison of minimalist base image architectures (apko, Distroless, Chisel, DockerSlim) and their role in shrinking microservice attack surfaces. This guide walks through the trade-offs between packaging minimum system packages and compiling entirely distroless, binary-only configurations. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Image Optimization - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/containers-vs-pods: title: '==iximiuz.com: Containers vs. Pods - Taking a Deeper Look==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 55e97a553682b6072a8143c79c4baf3e135e70ff707bb5d9a92bee7520627649 health_score: 100.0 last_checked: 1779033426.158727 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://iximiuz.com/en/posts/containers-vs-pods proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.988113' discovered_at: '2026-05-17T17:57:06.158727+02:00' https://iximiuz.com/en/posts/docker-debug-slim-containers: title: "iximiuz.com: Docker: How To Debug Distroless And Slim Containers \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Introduces brilliant systems troubleshooting strategies for hardened distroless images containing no system shells. Details namespace sharing techniques, container attachment interfaces, and process-level inspection. language: Shell resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Diagnostics - Debugging Runtimes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/docker-publish-container-ports: title: "iximiuz.com: What Actually Happens When You Publish a Container Port \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An elite architectural exploration of how published ports route traffic. Explains packet pathways from the host NIC through iptables, DNAT rules, virtual interfaces, and down to the application's listen sockets. language: English resource_type: Deep Dive complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Docker Networking & Volumes - Networking tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/docker-publish-port-of-running-container: title: "iximiuz.com: How To Publish a Port of a Running Container \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Explores advanced network diagnostic patterns to dynamically inject and expose port mappings on active, running Docker containers without lifecycle interruptions. Details underlying Linux namespaces, iptables configurations, and runtime API calls. language: Shell resource_type: article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Docker Runtime - Network Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-api-call-simple-http-client: title: "iximiuz.com: How To Call Kubernetes API using Simple HTTP Client \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2021' stars: 5 ai_summary: A highly practical walk-through illustrating how to query the Kubernetes API securely from any external script or HTTP client. Focuses on certificate manipulation and authentication headers. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Debugging - HTTP Client tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-api-go-cli: title: 'iximiuz.com: How To Develop Kubernetes CLIs Like a Pro' description: '' year: '2024' stars: 0 ai_summary: A master tutorial on constructing professional CLI integrations for Kubernetes. Highlights terminal output formats, localized API discovery caches, custom schema validations, and concurrency strategies. language: Go resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - CLI Development - Go & Cobra tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery: title: 'iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery' description: '' year: N/A stars: 0 ai_summary: A masterfully structured tutorial on raw Kubernetes API mechanisms using Go's dynamic client and RESTClient abstractions. Explains complex API machinery concepts in clear, visual steps. language: en resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 17d3b56a67282d31e4d58d501884cad243f3f52bd21d9e225fd4fc444cdcfd7e health_score: 100.0 last_checked: 1779032522.672338 needs_ai_refresh: true hierarchy: - Cloud Native Languages - Go - Kubernetes Integration tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:02.672338+02:00' https://iximiuz.com/en/posts/kubernetes-api-how-to-extend: title: 'iximiuz.com: How To Extend Kubernetes API - Kubernetes vs. Django' description: '' year: '2021' stars: 5 ai_summary: Contrasts the architectural approaches of the Kubernetes API with classical web frameworks like Django. Highlights reconciliation loops and declarative infrastructure patterns. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Extensibility - Architecture tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-api-structure-and-terminology: title: 'iximiuz.com: Working with Kubernetes API - Resources, Kinds, and Objects' description: '' year: '2021' stars: 5 ai_summary: An elegant structural analysis clarifying confusing terminology in the Kubernetes API. Explores the explicit definitions and dependencies of Kinds, Resources, and active cluster Objects. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Architecture - Terminology tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-ephemeral-containers: title: "iximiuz.com: Kubernetes Ephemeral Containers and kubectl debug Command \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A comprehensive deep-dive into the architectural mechanics of kubectl debug and ephemeral containers. Explains container namespaces sharing, security contexts, and step-by-step diagnostic workflows on live clusters. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Pod Lifecycle - Ephemeral Containers tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-operator-pattern: title: "iximiuz.com: Exploring Kubernetes Operator Pattern \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A deep-dive analysis on the mechanics of the controller runtime. It explains internal structures such as informers, dynamic work queues, and client-go caches, illustrating how reconciliation loops run concurrently. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Deep Dive - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines: title: "==iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense)==' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9afb69f9d90ea5a80c4c9b150931c3a7c9a102bcd35c004a71cf018e39c0bb34 health_score: 100.0 last_checked: 1779033824.769665 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:55.001387' discovered_at: '2026-05-17T18:03:44.769665+02:00' https://iximiuz.com/en/posts/laymans-iptables-101: title: 'iximiuz.com: Illustrated introduction to Linux iptables' description: '' year: '2021' stars: 0 ai_summary: A highly descriptive, visual deep dive into the inner workings of the Linux netfilter and iptables frameworks. Explains how packets flow through tables (filter, nat, mangle, raw) and standard chains (INPUT, OUTPUT, FORWARD, PREROUTING, POSTROUTING). Essential reading for understanding low-level Kubernetes container networking interface (CNI) routing. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Security - Firewalls tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/prometheus-functions-agg-over-time: title: 'iximiuz.com: Prometheus Cheat Sheet - Moving Average, Max, Min, etc (Aggregation Over Time)' description: '' year: '2026' stars: 0 ai_summary: A technical guide for applying aggregate-over-time algorithms inside Prometheus. Curator Insight highlights performance metrics monitoring. Live Grounding confirms these specific metrics equations are critical for building standard Grafana dashboards. language: PromQL resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Metrics & Monitoring - Prometheus tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/prometheus-vector-matching: title: "iximiuz.com: Prometheus Cheat Sheet - How to Join Multiple Metrics (Vector Matching) \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An advanced technical guide targeting complex PromQL vector matching and joining. Curator Insight notes how it simplifies multi-dimension indexing. Live Grounding shows this is a critical reference for engineers designing precise production alerts. language: PromQL resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Metrics & Monitoring - Prometheus tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/service-discovery-in-kubernetes: title: 'iximiuz.com: Service discovery in Kubernetes - combining the best of two worlds' description: '' year: '2026' stars: 0 ai_summary: A deep-dive analysis mapping how network packages resolve endpoints inside Kubernetes. Contrasts environment-variable injection against internal CoreDNS discovery systems, detailing how virtual ClusterIP networks route requests to running pods via iptables rules. language: None resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Service Discovery - DNS & Endpoints tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/service-proxy-pod-sidecar-oh-my: title: 'iximiuz.com: Service proxy, pod, sidecar, oh my!' description: '' year: '2021' stars: 0 ai_summary: A master-level analysis detailing network transport mechanics between proxies, sidecars, and local services in a Pod. Discusses virtual interfaces, loopback traffic routing, and proxy interception protocols. language: N/A resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Pod Patterns - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/ssh-tunnels: title: "iximiuz.com: A Visual Guide to SSH Tunnels: Local and Remote Port Forwarding \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Exceptionally clear visual exploration of SSH tunneling mechanics. Uses detailed diagrams to illustrate local forwarding, remote reverse-tunnels, and dynamic SOCKS proxying, making it an essential reference for systems engineers. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - SSH Tunnels tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/posts/thick-container-vulnerabilities: title: 'iximiuz.com: The need for slimmer containers. Scanning official Python images with Snyk' description: '' year: '2021' stars: 0 ai_summary: An in-depth technical article demonstrating the correlation between container footprint size and security surface area. Compares standard debian-based Python base images with alpine and distroless alternatives utilizing Snyk. Highlights how removing utility packages significantly reduces threat profiles. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Base Images tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.com/en/series/working-with-kubernetes-api: title: 'iximiuz.com: Working with Kubernetes API' description: '' year: '2021' stars: 5 ai_summary: A comprehensive series dissecting the internal design of the API Server. Thoroughly details etcd storage bindings, API conversion rules, and the mechanics of watch events. language: English resource_type: Series complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Architecture - Series tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://iximiuz.kit.com/posts/ivan-on-containers-kubernetes-and-backend-development-12: title: 'iximiuz.ck.page: Ivan on Containers, Kubernetes, and Backend Development' description: '' year: '2023' stars: 0 ai_summary: A highly educational newsletter series focusing on the deep-dive mechanics of container runtimes, Kubernetes API orchestration, and backend architecture. It bridges backend software engineering with low-level container execution models, explaining kernel-level primitives crucial for building resilient cloud-native systems. language: English resource_type: Newsletter complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Backend Development - Containerization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://jaffarshaik.medium.com/kubernetes-architecture-and-components-bf637dbd0526: title: "==jaffarshaik.medium.com: Kubernetes Architecture and components== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==jaffarshaik.medium.com: Kubernetes Architecture and components== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033862.056043 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:22.056043+02:00' https://jakarta.ee: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: cf9eb8e0ece5aa4ae210af01b75cb20ad2f0235dee1e3d3483f077621c68d62b health_score: 100.0 last_checked: 1779029507.322616 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.322616+02:00' https://jakevdp.github.io/PythonDataScienceHandbook: title: "Python Data Science Handbook \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An essential technical handbook for Python's core data science tools. Provides high-density architectural explanations of NumPy arrays, Pandas structured tables, Matplotlib visualization objects, and Scikit-Learn pipelines. language: Python resource_type: Book complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Data Engineering - Data Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy: title: 'jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy' description: '' year: '2021' stars: 3 ai_summary: Developer-centric walkthrough addressing container orchestration challenges. Discusses the relationship between ingress controllers, ingress resources, internal service definitions, and horizontal autoscaling parameters. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications: title: 'jamaica-gleaner.com: Amazon outage’s future implications' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cea211d297d9124ea92b8cf4c658c17394c874837adcbb1c45db39fc7793b391 health_score: 100.0 last_checked: 1779031577.517884 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/public-cloud-solutions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:17.517884+02:00' ? https://jamalshahverdiev.medium.com/argocd-applicationset-with-applications-image-updater-and-notification-controller-with-sso-bba3182dad8a : title: 'jamalshahverdiev.medium.com: ArgoCD ApplicationSet with Applications, Image'' Updater and Notification controller with SSO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jamalshahverdiev.medium.com: ArgoCD ApplicationSet with Applications, Image'' Updater and Notification controller with SSO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032045.979802 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:05.979802+02:00' https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain: title: kubectl explain description: '' year: '2026' stars: 0 ai_summary: Official reference documentation for 'kubectl explain', a critical utility for schema exploration within the Kubernetes API. Architecturally, it queries the cluster OpenAPI specification directly to output detailed structural layouts of specific resources, assisting developers in constructing valid declarative YAML manifests. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 3705d81354a0ecb5a7ef02884cf63513a0af6cecc78633f03ee37c83a3b032df health_score: 100.0 last_checked: 1779032574.661316 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - CLI & Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:54.661316+02:00' https://jamiemaguire.net/index.php/2023/04/22/first-look-azure-open-ai-studio-prompt-engineering-what-you-can-do-and-how: title: 'jamiemaguire.net: First Look: Azure Open AI Studio, Prompt Engineering. What You Can Do and How' description: '' year: '2023' stars: 0 ai_summary: Architectural breakdown of Azure OpenAI Studio, exploring model playground utilization, payload configurations, prompting practices, and systemic safeguards to mitigate hallucinations. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - Generative AI - Azure OpenAI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://jan-krueger.net/git-cheat-sheet-extended-edition: title: 'jan-krueger.net: Git cheat sheet, extended edition' description: '' year: '2022' stars: 3 ai_summary: 'Curator Insight: An extended, detailed reference card compiling advanced plumbing options and config parameters. Live Grounding: Very useful for Git power-users customizing their global shell configurations, alias setups, and SSH multi-key authentication strategies.' language: English resource_type: Reference Card complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jasiek-petryk.medium.com/setting-up-a-private-helm-chart-repository-on-github-4a767703cec8: title: 'jasiek-petryk.medium.com: Setting up a private Helm chart repository on'' GitHub' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jasiek-petryk.medium.com: Setting up a private Helm chart repository on'' GitHub in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030614.824824 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:14.824824+02:00' https://jasperfx.github.io/lamar: title: Lamar description: '' year: '2025' stars: 0 ai_summary: An advanced, high-performance IoC container and assembly scanning engine compatible with Microsoft's DI standards. Leverages Roslyn-powered dynamic code compilation to optimize dependency resolution pathways in microservices. language: C# resource_type: Library complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Application Diagnostics - IoC Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://jasperfx.github.io/oakton: title: Oakton description: '' year: '2025' stars: 0 ai_summary: An robust CLI command parser and diagnostic middleware for .NET console applications. Enables advanced command-line tool structuring, service health assessments, and native execution hook extensions within standard ASP.NET Core hosts. language: C# resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Application Diagnostics - CLI Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://javaconceptoftheday.com/java-9-interface-private-methods: title: 'javaconceptoftheday.com: Java 9 Interface Private Methods' description: '' year: '2017' stars: 0 ai_summary: An educational guide on the introduction of private methods within Java 9 interfaces. It explains how this structural addition enables better code encapsulation, dry code patterns, and common utility reusability inside interface default methods. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Language - Syntax and Features tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://javaoperatorsdk.io: title: 'javaoperatorsdk.io: Build Kubernetes Operators in Java without hassle' description: '' year: '2026' stars: 0 ai_summary: The Java Operator SDK is an open-source, enterprise-grade framework for developing reliable Kubernetes operators using pure Java. It handles complex reconciliation patterns, informer caches, and API interactions seamlessly. language: Java resource_type: Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Development - Java SDKs - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html: title: 'javarevisited.blogspot.com: How Garbage Collection works in Java? Explained (2011)' description: '' year: '2011' stars: 0 ai_summary: A fundamental learning resource explaining basic JVM Garbage Collection loops, young-and-old generational divisions, and classic algorithms (such as Serial and Parallel collectors). While standard for conceptual onboarding, developers should supplement this material with modern G1GC and low-latency concurrent garbage collectors. language: English resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2011-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html: title: 'javarevisited.blogspot.com: Role based Access control using Spring Security and MVC, Mapping LDAP Groups to Authorities for Authorization' description: '' year: '2013' stars: 0 ai_summary: A historical implementation guide detailing role-based access control (RBAC) mapping LDAP directory groups onto Spring Security authorities. While LDAP remains common, modern 2026 architectures heavily prefer stateless, OAuth2/OIDC and JWT-based validation models. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Security - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2013-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2017/02/difference-between-executor-executorservice-and-executors-in-java.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d550d8e7b432a9a87cd78e2b66a5b89bca429660fdd8fe3164f12669d5c56a98 health_score: 100.0 last_checked: 1779033336.382523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:36.382523+02:00' https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html: title: 'javarevisited.blogspot.com: 10 Things Java Programmers Should Learn in 2022' description: '' year: '2022' stars: 0 ai_summary: Overview of essential modern skills for Java developers, highlighting GraalVM, Spring Boot 3, reactive microservices, Docker, Kubernetes integration, and concurrency APIs. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java - Career Development tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-language-to-learn-first.html: title: 'javarevisited.blogspot.com: Java vs Python - Which Programming Language beginners should learn in 2022?' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: A technical comparison of static type execution in Java versus dynamic runtimes in Python. Live Grounding: Reviews execution overhead profiles, virtual machine performance, learning paths, and application design parameters across enterprise development landscapes.' language: Python resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - General Engineering - Language Evaluation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-DevOps-Engineer.html: title: 'javarevisited.blogspot.com: Top 5 Free Courses to Learn Kubernetes for Developers and DevOps Engineers' description: '' year: '2019' stars: 0 ai_summary: A developer-oriented directory compiling recommended free training courses for Kubernetes. Emphasizes basic core architecture, resource scheduling, container deployment strategies, and general configuration management. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Education - Course Directories tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kubernetes-for-devops.html: title: 'javarevisited.blogspot.com: Top 5 courses to Learn Docker and Kubernetes in 2020 - Best of Lot' description: '' year: '2020' stars: 0 ai_summary: A highly structured, comparative review of the market's leading educational courses for mastering Docker and Kubernetes. It contrasts options across popular platforms (Udemy, Pluralsight, Coursera) to help IT professionals select training that matches their current technical skill set and career goals. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Curated Lists - Courses tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html: title: "javarevisited.blogspot.com: The 2020 Java Developer RoadMap \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: A comprehensive developer roadmap outlining the tools, frameworks, and foundational concepts required to master modern Java development. This curriculum includes coverage of JVM internals, MVC frameworks, container integration, concurrency models, and cloud native microservice patterns. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - Roadmaps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html: title: 'javarevisited.blogspot.com: 10 JdbcTemplate Examples in Spring Framework' description: '' year: '2020' stars: 0 ai_summary: Provides ten practical coding patterns for leveraging Spring's robust `JdbcTemplate`. It highlights how the framework automates SQL connection pool resource management, handles query mapping, and converts vendor-specific SQL exceptions into standard Spring-based exceptions. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Data Access - JDBC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2020/06/top-5-courses-to-learn-kubernetes-for-devops-and-certification.html: title: 'javarevisited.blogspot.com: Top 5 Online Courses to Learn Kubernetes in 2022 - Best of Lot' description: '' year: '2022' stars: 2 ai_summary: An structured analytical review of high-performing cloud education resources. Evaluates programs based on practice exam quality, physical lab setups, and compliance with CNCF certification paths. language: English resource_type: Blog Post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Opinion & Strategy - Course Reviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2020/11/why-devops-engineer-learn-docker-kubernetes.html: title: 'javarevisited.blogspot.com: Why Every Programmer, DevOps Engineer Should learn Docker and Kubernetes in 2020' description: '' year: '2020' stars: 3 ai_summary: Outlines why containerization and container orchestration skills have transitioned from advanced operational specialties to core software development competencies. Highlights the industry-wide ubiquity of Docker and Kubernetes for consistent, reproducible builds across local and cloud environments. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Professional Development - Career Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2021/09/microservices-design-patterns-principles.html: title: 'javarevisited.blogspot.com: Top 10 Microservices Design Patterns and Principles - Examples' description: "1. Database per Microservice\n 2. Event Sourcing\n 3. CQRS\n \ 4. Saga\n 5. BFF\n 6. API Gateway\n 7. Strangler\n 8. Circuit Breaker\n 9. Externalized Configuration\n 10. Consumer-Driven Contract Tracing" year: '2021' stars: 0 ai_summary: Explores 10 industry-standard microservices design patterns, providing concrete conceptual diagrams and usage examples for Database-per-Microservice, Event Sourcing, CQRS, Saga Orchestration, and the Backends-for-Frontends (BFF) topology. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices - Design Patterns - Catalog tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html: title: 'javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java Developers' description: '' year: '2022' stars: 0 ai_summary: A fullstack starter tutorial demonstrating how to integrate a Spring Boot backend API with an Angular single-page frontend application. It covers structuring cross-origin request policies (CORS), handling JSON model parsing, and securing application endpoints. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Layer - Full Stack - Spring Boot & Angular tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2022/02/how-to-log-sql-statements-in-spring.html: title: 'javarevisited.blogspot.com: How to log SQL statements in Spring Boot? Example Tutorial' description: '' year: '2022' stars: 0 ai_summary: Illustrates simple configuration strategies to output generated Hibernate SQL queries directly to standard output for debugging purposes. It compares application properties configurations against logback file management schemes. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Access - Logging - Spring Data JPA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html: title: 'javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with Answers' description: '' year: '2022' stars: 4 ai_summary: Technical review of Apache Kafka distributed broker architecture. Explores partition replication, consumer group rebalancing, write-ahead logs, and message semantics like Exactly-Once Processing (EOS). language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Apache Kafka tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2022/08/how-to-post-json-data-with-curl-command.html: title: 'javarevisited.blogspot.com: How to send POST Request with JSON Payload using Curl Command in Linux to Test RESTful Web Services?' description: '' year: '2022' stars: 3 ai_summary: Practical tutorial demonstrating how to perform HTTP POST requests with raw JSON payloads using the cURL CLI tool. This represents an essential skill for terminal-based API profiling, continuous integration sanity checks, and debugging. language: Shell resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Tooling - CLI Utilities - cURL tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javarevisited.blogspot.com/2022/08/json-interview-questions-with-answers.html: title: 'javarevisited.blogspot.com: Top 20 JSON Interview Questions with Answers for Beginners and Experienced Developers' description: '' year: '2022' stars: 3 ai_summary: Basic guide covering JavaScript Object Notation rules. Contemplates object mapping, nested configurations, schema validations, and comparison against compact representations like Protobuf. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Data Formats - JSON tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javascript.plainenglish.io/enough-why-its-time-to-rip-out-angular-7d831802c8a2: title: 'javascript.plainenglish.io: Angular is Costing Companies Billions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering javascript.plainenglish.io: Angular is Costing Companies Billions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031266.231468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/angular.md v2_locations: - angular.md youtube_mosaic: {} discovered_at: '2026-05-17T17:21:06.231468+02:00' https://javascript.plainenglish.io/everything-you-need-to-know-about-yaml-files-5423358cc5c9: title: 'javascript.plainenglish.io: Everything You Need To Know About YAML Files' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering javascript.plainenglish.io: Everything You Need To Know About YAML Files in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033801.883637 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T18:03:21.883637+02:00' https://javaspringvaadin.wordpress.com/2018/05/22/mavenintellijidea: title: 'javaspringvaadin.wordpress.com: Crea un Proyecto Maven desde el IDE IntelliJ'' IDEA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering javaspringvaadin.wordpress.com: Crea un Proyecto Maven desde el IDE IntelliJ'' IDEA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779030861.527549 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:21.527549+02:00' https://javatechonline.com/deploy-spring-boot-docker-spring-boot: title: 'javatechonline.com: How To Deploy Spring Boot Application In Docker?' description: '' year: '2021' stars: 0 ai_summary: An introductory walkthrough detailing how to containerize Java-based enterprise workloads. Focuses on constructing optimized Dockerfiles, multi-stage builds to minimize image footprint, and utilizing spring-boot-maven-plugin or buildpacks to generate production-ready container layers. language: Java resource_type: Tutorial complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - Containerization - Java Spring Boot tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://javatechonline.com/distributed-tracing-logging-using-sleuth-zipkin: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7353b526d34e2810fe90f5d2c208d22e2f204f5e8c770988689ae98225164603 health_score: 100.0 last_checked: 1779130494.989866 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.989866+02:00' https://javatechonline.com/how-to-deploy-spring-boot-application-in-docker: title: 'javatechonline.com: How To Deploy Spring Boot Application In Docker?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 545b67507ca073ed85062010697ef67dfc5020fd250c53c607e528bcf374bd41 health_score: 100.0 last_checked: 1779032335.1423 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:55.142300+02:00' https://javatechonline.com/how-to-implement-distributed-logging-tracing-using-sleuth-zipkin: title: 'javatechonline.com: How To Implement Distributed Logging Tracing Using Sleuth'' Zipkin' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c34502520db839f63ccf3da1c52dcf8aa11a901f97cebd3bfb14803d1aa168ea health_score: 100.0 last_checked: 1779030243.862123 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:03.862123+02:00' https://javatechonline.com/how-to-monitor-spring-boot-microservices-using-elk-stack: title: 'javatechonline.com: How To Monitor Spring Boot Microservices Using ELK Stack?' description: '' year: '2022' stars: 0 ai_summary: Provides a step-by-step architectural guide on routing Logback appender JSON streams from Spring Boot microservices into Logstash, indexing them in Elasticsearch, and visualizing error trends in Kibana. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Monitoring - Java Spring Boot tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javatechonline.com/how-to-work-with-apache-kafka-in-spring-boot: title: 'javatechonline.com: How To Work With Apache Kafka In Spring Boot?' description: '' year: '2022' stars: 0 ai_summary: Guides developers through integrating Apache Kafka within Spring Boot microservices. It highlights declarative patterns for configuring high-performance messaging producers, transactional consumer groups, and automated schema registry interactions via Spring configuration properties. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Architecture - Kafka Integration - Spring Kafka tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javatechonline.com/microservices-in-java: title: "javatechonline.com: Making Java easy to learn - Microservices In Java \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: 'A programmatic blueprint for building microservices in the Java ecosystem. The tutorial covers architectural pillars: API Gateways, service discovery, distributed configuration, load balancing, and fault tolerance patterns using Spring Cloud and resilient frameworks.' language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Microservices Design - Java Microservices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://javatechonline.com/oops-design-principles: title: 'javatechonline.com: Making Java easy to learn - OOPs Design Principles' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 73be418ca6092df080ceade00431dcf152a81eaf514220453a0e5452582e4deb health_score: 100.0 last_checked: 1779031989.455253 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:09.455253+02:00' https://javatechonline.com/oops-principles-oops-design-principles: title: 'javatechonline.com: Making Java easy to learn - OOPs Design Principles' description: '' year: '2022' stars: 0 ai_summary: An in-depth guide on SOLID design principles and Object-Oriented Programming (OOP) methodologies. This resource links core design patterns to system modularity and maintainability, providing developers with the tools to construct long-term, evolvable software systems. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Design Patterns - OOP Principles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://javatechonline.com/spring-boot-annotations-with-examples: title: 'javatechonline.com: Making Java easy to learn - Spring Boot Annotations With Examples' description: '' year: '2023' stars: 0 ai_summary: A detailed technical catalog of Spring Boot annotations with practical code examples. It explores the mechanics of configuration annotations, injection decorators, web mapping handlers, and data persistence markers essential for modern cloud microservices. language: Java resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Spring Framework - Annotations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://javatutorial.net/introduction-to-spring-web-framework: title: 'javatutorial.net: Introduction to Spring Web Framework' description: '' year: '2021' stars: 0 ai_summary: A starter guide outlining fundamental request-handling mechanics in Spring MVC. It illustrates how the DispatcherServlet delegates routing, how controllers process model attributes, and the configuration patterns needed to expose clean RESTful endpoints. language: Java resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Spring Ecosystem - Web Layer - MVC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://javatutorial.net/spring-vs-java-ee: title: 'javatutorial.net: Spring vs. Java EE' description: '' year: '2020' stars: 0 ai_summary: A historical comparison tracking the evolution of Spring against Java EE / Jakarta EE specifications. It explains how both ecosystems eventually converged in cloud-native design, adopting similar annotation-driven configuration and dependency injection principles. language: Java resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - Framework Selection - Architecture Battle tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://javi-kata.medium.com/ci-cd-the-journey-of-a-dummy-team-f51a061684bc: title: "javi-kata.medium.com: CI/CD the journey of a dummy team \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering javi-kata.medium.com: CI/CD the journey of a dummy team \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031910.131991 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:50.131991+02:00' https://jaxenter.com/cicd-microservices-docker-162408.html: title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 1' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8ebfb9bea16ab760fad86fb6385542f087988e66bcf1a5f4272c741b90523bf2 health_score: 100.0 last_checked: 1779029807.581139 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:47.581139+02:00' https://jaxenter.com/grafana-7-0-interview-tom-wilkie-172261.html: title: 'Grafana 7.0: “We’ve built one of the best visualisation tools and it’s not'' tied to any one database”' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5568b2b3c78ece3438b8834ff1e6b92877f4586471d4b8df13593d1db855c172 health_score: 100.0 last_checked: 1779029635.199632 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/grafana.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:55.199632+02:00' https://jaxenter.com/kubernetes-bigger-173675.html: title: 'jaxenter.com: Kubernetes Is Much Bigger Than Containers: Here’s Where It'' Will Go Next' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 78c662d8c2143d3f273fd0db7ed5bc05954a831bf5d1b645791485cd6b355d2b health_score: 100.0 last_checked: 1779034519.514301 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:19.514301+02:00' https://jaxenter.com/kubernetes-extensions-172215.html: title: "jaxenter.com: Six Essential Kubernetes Extensions to Add to Your Toolkit' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8f592ac5e486210ee5060456b9d14f074c166152efc3fb47e43c4dfa73e70df health_score: 100.0 last_checked: 1779030536.720866 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:56.720866+02:00' https://jaxenter.com/kubernetes-microservices-162690.html: title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD:'' Kubernetes Continuous Deployment for Microservices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5568b2b3c78ece3438b8834ff1e6b92877f4586471d4b8df13593d1db855c172 health_score: 100.0 last_checked: 1779031623.427282 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:03.427282+02:00' https://jaxenter.com/kubernetes-practical-implications-171647.html: title: 'jaxenter.com: Practical Implications for Adopting a Multi-Cluster, Multi-Cloud'' Kubernetes Strategy' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0e71739f303fd28d2228092ac8fa1588d134ac47fbaaec69dc03121474dd0133 health_score: 100.0 last_checked: 1779029943.39633 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:03.396330+02:00' https://jayendrapatil.com: title: "Jayendra's Blog \U0001F31F\U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An authoritative engineering study portal focusing on AWS architectures, credential prep, and deep technical summaries of service dependencies. Valuable for validation of edge-case service limits. language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 38a2c6c4fca2c37160b7d646a7f30237b6e3a214f73fe3c1203e475a0970a573 health_score: 100.0 last_checked: 1779031340.492655 needs_ai_refresh: true hierarchy: - Cloud Computing - AWS - Learning & News tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:20.492655+02:00' https://jayex.io: title: jenkins-x.io description: '' year: '2021' stars: 0 ai_summary: Jenkins X is an automated, cloud-native CI/CD platform engineered specifically for Kubernetes environments. Driven by Tekton and Helm, it implements comprehensive GitOps-based environment promotion and dynamic preview deployment capabilities. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD Platforms - Kubernetes-Native CI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jayex.io/blog/2019/07/23/serverless-deployments: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5301da6482bae3a63d80e0edf522f4c9591c774d33f9e7df16b0faf7c9637ca0 health_score: 100.0 last_checked: 1779130495.002126 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.002126+02:00' https://jayex.io/blog/2021/04/08/jx3-pipeline-trace: title: 'jenkins-x.io: Traces for your pipelines' description: '' year: '2021' stars: 0 ai_summary: Deep dive into Jenkins X v3's pipeline tracing architecture, detailing the technical mechanisms connecting Tekton tasks with OpenTelemetry metrics. Highlights tracing as a primary tool to audit and optimize massive build workloads. language: English resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD Platforms - Pipeline Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jayex.io/v3/admin/setup/secrets: title: 'jenkins-x.io: Setting up the secrets for your installation' description: '' year: '2020' stars: 3 ai_summary: A deployment guide detailing how to construct and map cryptographic secrets needed for Jenkins X core installations. Covers external secrets integration and mapping cloud-provider-backed secret managers directly to ephemeral cluster values. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - CI/CD Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://jchyip.medium.com/my-critique-of-the-spotify-model-part-1-197d335ef7af: title: 'jchyip.medium.com: My critique of “the Spotify Model”: Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jchyip.medium.com: My critique of “the Spotify Model”: Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029948.043562 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:08.043562+02:00' https://jdhitsolutions.com/blog/powershell-7/8793/profile-powershell-functions: title: 'jdhitsolutions.com: Profile PowerShell Functions' description: '' year: '2021' stars: 0 ai_summary: A deep dive into measuring and tracking runtime statistics inside large PowerShell logic libraries. Highlights profiling wrappers, trace instrumentation patterns, and bottleneck analysis routines. language: PowerShell resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Performance Profiling - PowerShell Core - Script Optimization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jdk.java.net/11: title: Oracle OpenJDK description: '' year: '2018' stars: 0 ai_summary: The official distribution portal for Oracle's upstream OpenJDK builds. This site serves as a vital resource for systems engineers building container base images using GPL-licensed Java runtimes directly from the primary development source. language: Java resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://jenkins-ci.361315.n4.nabble.com/Declarative-pipelines-vs-scripted-td4891792.html: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering jenkins-ci.361315.n4.nabble.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029897.108541 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:17.108541+02:00' https://jenkins-job-builder.readthedocs.io: title: "jenkins-job-builder.readthedocs.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c1df5f5c3978bf945909f9dca104b05ad7d11bc486aa7987883bcbf8a51b403d health_score: 100.0 last_checked: 1779030360.677175 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:00.677175+02:00' https://jenkins-job-builder.readthedocs.io/en/latest: title: "jenkins-job-builder.readthedocs.io \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A specialized templating utility designed by OpenStack to parse YAML or JSON structures into standard Jenkins XML models. Enables highly-repeatable multi-job configuration scaling across multi-tenant servers. language: Python resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Configuration as Code - Job Generation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://jenkins-job-builder.readthedocs.io/en/latest/en/latest: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130495.00655 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.006550+02:00' https://jenkins-x.io: title: jenkins-x.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4f93b16c324ab317cd086d9bedd79077d4803250b4dfbfd6f5a9ef361ac4b5e6 health_score: 100.0 last_checked: 1779029796.303111 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md - docs/jenkins-alternatives.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:56:36.303111+02:00' https://jenkins-x.io/blog/2019/07/23/serverless-deployments: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ce0ba2a3bccfe40d9fd71a6b8522ff7b8b4c61f07eaacab8a5352ea58c903b78 health_score: 100.0 last_checked: 1779032699.421062 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.421062+02:00' https://jenkins-x.io/blog/2021/04/08/jx3-pipeline-trace: title: 'Traces for your pipelines: Jenkins X v3 now comes with tracing support for'' your pipelines out of the box' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ab1e40c2d4d77df4e35b7346cb93d95fc5870f854815002bd59b75d67f0d6ebc health_score: 100.0 last_checked: 1779032540.262492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:20.262492+02:00' https://jenkins-x.io/v3/admin/setup/secrets: title: 'jenkins-x.io: Setting up the secrets for your installation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ec8308dee23ecf9f30ba5cd902648cf36413f0a482286ccbf0a728200c6692ff health_score: 100.0 last_checked: 1779032833.085984 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:13.085984+02:00' https://jenkins.io: title: "Jenkins.io (new Jenkins 2.0 site) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 77958e189c5ea2c73eae5f9a39766bf2fca026e20ed4fb38f45a32f73c7f68b7 health_score: 100.0 last_checked: 1779030349.982293 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:49.982293+02:00' https://jenkins.io/blog/2016/11/21/gc-tuning: title: "jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 98f082b6984dec05e6a37b3c709afa369a0d465499c2cd96997cbf6e00bfae5d health_score: 100.0 last_checked: 1779029561.471197 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java-and-java-performance-optimization.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:41.471197+02:00' https://jenkins.io/blog/2019/11/22/welcome-to-the-matrix: title: "Matrix \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ab2b76768d0db6108e713c0936e6c7432ef1f88e85e624646819a47f182445eb health_score: 100.0 last_checked: 1779033572.681267 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.681267+02:00' https://jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins: title: "Atlassian's new Bitbucket Server integration for Jenkins \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: abf3cf9bbe746b61df778d3385a6f2d9c53d51f379fe664714c954032a431a3e health_score: 100.0 last_checked: 1779033309.393437 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.393437+02:00' https://jenkins.io/blog/2020/02/02/web-socket: title: WebSocket support in now available for Jenkins CLI and agent networking! description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9aff4d78c3b29efa08207d714241e49baa79cc24e876ad5343f6aa82910f4868 health_score: 100.0 last_checked: 1779033609.779296 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.779296+02:00' https://jenkins.io/doc/book/pipeline: title: "jenkins.io - doc/book/pipeline \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b515f37aef22a438d17bf84bb780a9c2845414d9c88c06fc875897572bd34fdb health_score: 100.0 last_checked: 1779030348.237773 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.237773+02:00' https://jenkins.io/doc/book/pipeline/jenkinsfile: title: "jenkins.io - **Jenkinsfile** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b950513f0ccf17dbbf30d13508871b55ffa18265a2f9c9f3201b9ffc8331a389 health_score: 100.0 last_checked: 1779034499.564844 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.564844+02:00' https://jenkins.io/solutions/pipeline: title: 'jenkins.io: Jenkins CD and Pipelines Microsite' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f3c1c8d569acd5f2a4e642e6545a7016e42dafc95fa804be5b142c54c67205ae health_score: 100.0 last_checked: 1779031647.497452 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.497452+02:00' https://jenkinsci.github.io/job-dsl-plugin: title: 'Defines a Groovy CPS DSL definition: pipelineJob definition cps script' description: "- [Jenkins CLI](https://www.jenkins.io/doc/book/managing/cli)\n - [How to create initial \"seed\" job](https://github.com/jenkinsci/configuration-as-code-plugin)\n \ - [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework)\n \ - [Jenkins Pipeline Unit testing framework](https://github.com/jenkinsci/JenkinsPipelineUnit)\n \ - [Plugin Installation Manager Tool](https://github.com/jenkinsci/plugin-installation-manager-tool)\n \ - [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager)\n \ - Jenkins Configuration as Code:\n - [Configuration as Code of Jenkins (for Kubernetes) \U0001F31F](https://github.com/figaw/configuration-as-code-jenkins-k8s)\n \ - [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code users](https://www.jenkins.io/events/online-hackfest/2020-uiux) It improves the modifying Web UI configuration controls to support the read-only mode.\n - Plugins:\n - [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin) This plugin gives you the possibility to analyze the usage of your installed plugins.\n \ - [Pipeline as YAML (Incubated) \U0001F31F](https://plugins.jenkins.io/pipeline-as-yaml)\n \ - [Jenkins Job DSL Plugin](https://github.com/jenkinsci/job-dsl-plugin#documentation) A Groovy DSL for Jenkins Jobs - Sweeeeet!\n - [Least Load](https://plugins.jenkins.io/leastload) This plugin overrides the default Load Balancer behavior and assigns jobs to nodes with the least load\n - [Declarative Pipeline Migration Assistant](https://plugins.jenkins.io/declarative-pipeline-migration-assistant)\n \ - Jenkins Job DSL:\n - [Jenkins Job DSL API \U0001F31F](https://jenkinsci.github.io/job-dsl-plugin)\n \ - [mavenJob](https://jenkinsci.github.io/job-dsl-plugin/#path/mavenJob)\n \ - [Example of a pipeline with parameters](https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy)\n \ - [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library) Collection of custom steps and variables for our Jenkins instance(s)" year: '2022' stars: 0 ai_summary: Curator Insight presents an aggregative documentation path detailing Groovy CPS execution layouts, pipeline migrations, and auxiliary utility plugins. Live Grounding asserts that despite modern cloud-native shifts, these JobDSL APIs and diagnostic tools (like the Plugin Installation Manager) form the backbone of highly reliable enterprise environments. It provides essential guidelines for maintaining complex pipelines. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Pipeline Execution Engine - Groovy CPS - JobDSL API Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jenkinsistheway.io: title: "jenkinsistheway.io: Jenkins Is The Way \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io: Jenkins Is The Way \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032207.779385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:47.779385+02:00' https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-fintech-excellence: title: "jenkinsistheway.io: Financial Transactions Simplified With Faster Build' Cycles \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io: Financial Transactions Simplified With Faster Build' Cycles \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034441.43345 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:01.433450+02:00' https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-improve-solution-development: title: 'jenkinsistheway.io: Alert Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jenkinsistheway.io: Alert Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029335.391849 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:55.391849+02:00' https://jenkinsistheway.io/user-story/to-build-ci-cd-that-fits-advanced-and-unique-use-cases: title: "jenkinsistheway.io: Advanced Declarative Pipelines for Workflow and Decision' Automation Platform \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io: Advanced Declarative Pipelines for Workflow and Decision' Automation Platform \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032355.538278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:15.538278+02:00' https://jenkinsistheway.io/user-story/to-devsecops: title: 'jenkinsistheway.io: Jenkins is the way to DevSecOps. Cybersecurity CI/CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jenkinsistheway.io: Jenkins is the way to DevSecOps. Cybersecurity CI/CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030260.270699 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:20.270699+02:00' https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and-lamar: title: 'jeremydmiller.com: Self Diagnosing Deployments with Oakton and Lamar' description: '' year: '2021' stars: 0 ai_summary: Presents a design paradigm combining Lamar's compilation-safe IoC container with Oakton's self-diagnostics capability. Outlines systems validation strategies that trigger build failures if container registrations or service setups fail. language: C# resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Application Diagnostics - Environment Validation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jeromevdl.medium.com/when-to-use-a-lambda-function-and-when-not-9a225e6dd2dd: title: "==jeromevdl.medium.com: When to use a Lambda function, and when not?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==jeromevdl.medium.com: When to use a Lambda function, and when not?== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.97919 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.979190+02:00' https://jet-start.sh: title: Hazelcast JET description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Hazelcast JET in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034273.20479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md - docs/message-queue.md v2_locations: - java-and-java-performance-optimization.md - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:13.204790+02:00' https://jet-start.sh/blog/2020/06/09/jdk-gc-benchmarks-part1: title: "jet-start.sh: Performance of Modern Java on Data-Heavy Workloads, Part 1' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering jet-start.sh: Performance of Modern Java on Data-Heavy Workloads, Part 1' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029952.280965 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:12.280965+02:00' https://jfrog.com/blog: title: 'jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines' description: '' year: '2021' stars: 0 ai_summary: Highlights the transition of software build jobs from standard Jenkins architectures to optimized JFrog Pipelines. It details structural enhancements in build speeds, caching mechanisms, and overall pipeline orchestrations using Artifactory integrations. This technical blog demonstrates techniques for reducing CI bottleneck overhead. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Pipeline Automation - JFrog Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service: title: 'jfrog.com: 5 Steps to Hosting Your Application on Amazon Cloud Container Service' description: '' year: '2020' stars: 0 ai_summary: Discusses the fundamentals of deploying containerized applications into Amazon Elastic Container Service (ECS). Emphasizes secure image registry integration using JFrog Artifactory as a secure staging area. language: Markdown resource_type: Article complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - AWS ECS - JFrog Artifactory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist: title: 'jfrog.com: Cloud Native CI/CD: The Ultimate Checklist' description: '' year: '2022' stars: 0 ai_summary: Presents an essential checklist for establishing cloud-native CI/CD systems. Highlights immutable container registry processes, in-cluster execution mechanics, and automated shift-left security evaluations. language: English resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Engineering - Cloud Native - CI-CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jfrog.com/blog/dont-let-prometheus-steal-your-fire: title: 'jfrog.com: Don’t let Prometheus Steal your Fire' description: '' year: '2020' stars: 0 ai_summary: Deals with performance bottleneck mitigation for large-scale Prometheus instances. Discusses techniques to combat high metric cardinality, optimizing scrape intervals, and tuning TSDB block writing processes. language: None resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Prometheus Ecosystem - Performance & Tuning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops: title: 'jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?' description: '' year: '2022' stars: 0 ai_summary: A comparative analysis evaluating the technical capabilities, package registry performance, and CI/CD tools of GitHub (Actions and Packages) versus JFrog's dedicated artifact management ecosystem. It highlights differences in granular access, performance scalability, and enterprise regulatory support. The article advises when to rely on a hybrid model or dedicated artifact platform. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps Platform Choices - DevOps Comparison - GitHub vs JFrog tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jfrog.com/blog/helm-charts-best-practices: title: "jfrog.com: Steering Straight with Helm Charts Best Practices \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Industry recommendations for designing robust Helm charts. Explores standard naming conventions, managing optional dependencies, versioning strategies (Semantic Versioning), and optimizing values files for enterprise-grade registries. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Design Patterns - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jfrog.com/blog/how-i-leaped-forward-my-jenkins-build-with-jfrog-pipelines: title: 'jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a health_score: 100.0 last_checked: 1779034235.45448 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.454480+02:00' https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd: title: "jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce) \U0001F31F" description: '' year: '2022' stars: 1 ai_summary: Architectural blueprint analyzing hybrid-cloud continuous delivery pipeline setups for e-commerce contexts. Discusses the coordination of on-premises assets with public cloud target clusters under strict compliance constraints. language: English resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Engineering - Hybrid Cloud - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jfrog.com/blog/how-to-protect-your-secrets-with-spectral-and-jfrog-pipelines: title: 'jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a health_score: 100.0 last_checked: 1779030706.168387 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:46.168387+02:00' https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry: title: 'JFrog Artifactory: Your Kubernetes Registry' description: '' year: '2021' stars: 0 ai_summary: Detailed platform landing page showing how JFrog Artifactory serves as an enterprise-grade Kubernetes container registry. It highlights native support for helm charts, secure repository proxies, and geographical cluster mirroring. This product is a leading commercial solution for robust software artifact management. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - JFrog Artifactory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jfrog.com/blog/pipelines-ci-cd-and-the-jfrog-platform-difference: title: 'jfrog.com: Pipelines CI/CD and the JFrog Platform Difference' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 health_score: 100.0 last_checked: 1779031081.050969 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:01.050969+02:00' https://jfrog.com/container-registry: title: JFrog Container Registry description: '' year: '2026' stars: 0 ai_summary: Focuses on the dedicated, free-tier edition of JFrog Container Registry built specifically for Docker, Helm, and OCI image curation. Powered by Artifactory engine mechanics, it delivers high performance and local caching. It offers a solid starting registry for developers transitioning to robust artifact tracking. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - JFrog Artifactory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: 6f377dbaf9043effc1ecf880e82df7c1a04b6df53d412ba1fe5079cae8aee95d health_score: 64.0 last_checked: 1779130494.935883 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.935887' discovered_at: '2026-05-18T20:54:54.935883+02:00' https://jfrog.com/integration/kubernetes-docker-registry: title: 'jfrog.com: What Artifactory as your kubernetes docker registry means to'' you' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 538fbc15bcbce09c7d39035e5551ec30a7c7e5c626afc52647ab37f647f8c2b7 health_score: 100.0 last_checked: 1779033510.412381 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.412381+02:00' https://jfrog.com/integrations/kubernetes-docker-registry: title: 'jfrog.com: What Artifactory as your kubernetes docker registry means to you' description: '' year: '2021' stars: 0 ai_summary: Explores technical benefits of leveraging JFrog Artifactory as a Kubernetes-native registry, detailing how its universal binary repository engine supports multiple environments simultaneously. It covers secure image scanning, remote repository proxy configuration, and integration with Kubernetes cluster pull secrets. This guide assists architects in scaling their application runtimes securely. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - JFrog Artifactory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jfrog.com/knowledge-base/a-beginners-guide-to-understanding-and-building-docker-images: title: "jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1f73d5d89c04425858394d6eed791169f0ddb9abd035e1140e1b886ee8c67506 health_score: 100.0 last_checked: 1779030426.509606 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:06.509606+02:00' https://jfrog.com/knowledge-base/the-basics-7-alternatives-to-docker-all-in-one-solutions-and-standalone-container-tools: title: "jfrog.com: THE BASICS: 7 Alternatives to Docker: All-in-One Solutions and' Standalone Container Tools \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: dd788fa9bfcaba086c62d184d7f0740d92c5816dbff5602fec34c86299bd674e health_score: 100.0 last_checked: 1779031928.573756 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:32:08.573756+02:00' https://jfrog.com/learn/cloud-native/how-to-build-docker-images: title: "jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A guide detailing the architectural layout of OCI image file structures, layers, and configuration steps. Outlines strategies to optimize caching processes during rebuild workflows. language: Dockerfile resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Basics - Image Building tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://jfrog.com/learn/devops/alternatives-to-docker: title: "jfrog.com: THE BASICS: 7 Alternatives to Docker: All-in-One Solutions and Standalone Container Tools \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: This JFrog learning resource breaks down alternative container tools in the OCI ecosystem, highlighting specialized runtimes, engines, and build utilities. By contrasting options like Podman, containerd, LXC, and Kaniko, it provides architects with a comprehensive roadmap for selecting tools based on security, speed, and platform architecture requirements. language: Markdown resource_type: Article complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Containerization - Runtimes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jfrog.com/pipelines: title: "GigaOm's Radar for Enterprise CI/CD \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An industry analyst review of enterprise CI/CD solutions. Highlights the positioning of systems like JFrog Pipelines on parameters including multi-cloud portability, automated governance, secure distribution, and hybrid scalability. language: English resource_type: Report complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD & Delivery - Industry Reports tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md - cicd.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://jfrog.com/platform: title: 'jfrog.com: JFrog DevOps Platform' description: '' year: '2026' stars: 0 ai_summary: A unified DevOps platform focusing on secure package management, continuous vulnerability scanning, and automated compilation. Acts as the single point of truth for container artifacts across distributed multi-cluster deployments. language: N/A resource_type: Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Artifact Management - Enterprise DevOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd: title: "GigaOm's Radar for Enterprise CI/CD \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 health_score: 100.0 last_checked: 1779032039.517302 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:59.517302+02:00' https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production: title: 'The JFrog journey to kubernetes: best practices for taking your containers all the way to production' description: '' year: '2021' stars: 0 ai_summary: An architectural whitepaper addressing modern methodologies and challenges when transitioning containerized systems from development to Kubernetes production. It explores concepts such as immutable builds, metadata tagging, and geo-replication of artifact registries. An essential document for platform architects planning large-scale rollouts. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - JFrog Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists-81c4f9d5f25e: title: 'jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031025.733885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:05.733885+02:00' https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd: title: 'jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033663.202591 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.202591+02:00' https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646: title: 'jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD,'' and Argo-Rollouts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD,'' and Argo-Rollouts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030927.823118 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.823118+02:00' https://jimangel.io/post/auto-gitops-isitstillrunning.com: title: 'jimangel.io: Self-Updating GitOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 555839b76c0b70ea769ee625f61e9a3c742917b26c280660bc222d9418eaf926 health_score: 100.0 last_checked: 1779031896.524171 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.524171+02:00' https://jimmydqv.com/iam-anywhere: title: "jimmydqv.com: AWS IAM Anywhere \U0001F31F" description: "- Most of us that have worked with cloud long enough has encountered hybrid cloud solutions in one way or another. I often see clients with some parts, or applications, running on-premises that need to call AWS services. I'm working with an client with an application running on-premises. The application gather data from different sources, and then upload the data files to an Amazon S3 Bucket. The data is imported and analyzed in the cloud. Up till now I needed to create an IAM User and generate long lived credentials that the on-premises part could use. That is until the recent release of IAM Anywhere.\n - IAM Anywhere rely on Public key Infrastructure (PKI) and exchange x.509 certificates for temporary AWS IAM credentials. You establish a trust between you AWS account and a Certificate Authority (CA), a trust anchor. Certificates issued by that CA can then be used to get credentials. Fields, like the Common Name (CN), in the certificate can be used as conditions in policies to limit what IAM Roles that can be assumed." year: '2022' stars: 0 ai_summary: A hands-on case study explaining how to integrate on-premises ingestion workloads with AWS S3 using AWS IAM Roles Anywhere. It highlights the PKI handshake mechanism exchanging x.509 certificates for short-lived STS credentials, effectively deprecating long-lived IAM user keys in non-cloud environments. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - AWS IAM - Hybrid Cloud Identity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jimmysong.io/awesome-cloud-native: title: Awesome Cloud Native description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 37d670790e1825ff817a5ce878eebf563c5a137963e056c6fe213e77b2d218ee health_score: 100.0 last_checked: 1779031809.830575 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/other-awesome-lists.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:09.830575+02:00' https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing: title: 'jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting & Routing Process in Istio' description: '' year: '2021' stars: 0 ai_summary: A deep dive into the mechanics of sidecar injection, iptables configuration, and traffic redirection in Istio. Indispensable reading for platform architects needing to diagnose internal routing mechanisms or design custom networking overlays. language: English resource_type: Article complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jimmysong.io/en/blog/sidecar-injection-iptables-and-traffic-routing: title: 'jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting'' & Routing Process in Istio' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 06de95ed854b85dd465e84cbd7ff9ce3dee989c0c758582dff6ec6d2eaf4aefe health_score: 100.0 last_checked: 1779029838.185059 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:57:18.185059+02:00' https://jimmysong.io/kubernetes-handbook/concepts/pod.html: title: "jimmysong.io/kubernetes-handbook/concepts/pod.html \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818 health_score: 100.0 last_checked: 1779032644.499817 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:04.499817+02:00' https://jimmysong.io/kubernetes-handbook/guide/using-kubectl.html: title: "jimmysong.io: kubectl cheat sheet \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818 health_score: 100.0 last_checked: 1779031037.341075 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.341075+02:00' https://jimmysong.io/zh/book/kubernetes-handbook: title: "jimmysong.io/kubernetes-handbook/concepts/pod.html \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A highly authoritative, Chinese-language Kubernetes conceptual handbook. Curator Insight ranks this as a leading resource for Asian cloud migrations. Live Grounding corroborates its influence on local cloud-native training curricula and infrastructure design. language: Chinese resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jinwookim928.medium.com/automation-script-for-git-flow-on-powershell-70d0596f6da8: title: 'jinwookim928.medium.com: Automation Script for Git Flow on PowerShell' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jinwookim928.medium.com: Automation Script for Git Flow on PowerShell in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.64424 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.644240+02:00' https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7: title: 'jinwookim928.medium.com: Why Not Event Driven Architecture?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jinwookim928.medium.com: Why Not Event Driven Architecture? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.342237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.342237+02:00' https://jitpack.io: title: "jitpack.io \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: JitPack is a package repository service that builds Git repositories on demand and distributes the resulting artifacts directly. Live Grounding confirms JitPack is heavily utilized for rapid prototyping and publishing developer-forked versions of libraries, completely bypassing traditional Maven Central release overheads. language: English resource_type: Service / Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Java - Package Management - JitPack tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jjba.dev/posts/jenkins-shared-library: title: 'jjba.dev: Jenkins Shared Library with Unit tests' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jjba.dev: Jenkins Shared Library with Unit tests in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032644.405857 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:04.405857+02:00' https://jkcfg.github.io: title: jkcfg.github.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 31b25869b39f1baa9e7fc279255901b696c36629e57294d4455f479534139852 health_score: 100.0 last_checked: 1779032800.21169 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.211690+02:00' https://jkebertz.medium.com/the-art-of-writing-amazing-rest-apis-dc4c4100478d: title: 'jkebertz.medium.com: The Art of Writing Amazing REST APIs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jkebertz.medium.com: The Art of Writing Amazing REST APIs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029070.212677 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.212677+02:00' https://jmeter.apache.org: title: jmeter.apache.org description: '' year: '2026' stars: 5 ai_summary: Industry-standard, open-source performance evaluation engine. Simulates high-velocity workloads against a wide array of application protocols to measure system response under stress. language: Java resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Load Testing - Testing Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jmeter.apache.org/usermanual/best-practices.html: title: 'jmeter.apache.org: Best Practices' description: '' year: '2026' stars: 5 ai_summary: Official design guidelines detailing how to configure JMeter for massive volume tests. Recommends relying on CLI mode and minimizing logging resources to avoid client-side load skew. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Load Testing - Testing Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://jmfloreszazo.com/flujos-de-trabajo-de-git: title: 'jmfloreszazo.com: Flujos de trabajo de git' description: '' year: '2021' stars: 0 ai_summary: A Spanish-language overview of major Git workflows, comparing GitFlow, GitHub Flow, and GitLab Flow. Focuses on helping engineering teams select and adapt the right strategy based on deployment cadence, scale, and release frequency. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Branching Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jmfloreszazo.com/git-mejores-practicas-cherry-picking: title: 'jmfloreszazo.com: GIT Mejores prácticas: CHERRY-PICKING' description: '' year: '2022' stars: 0 ai_summary: A technical guide in Spanish targeting cherry-picking best practices inside release cycles. Highlights the risks of duplicate commit hashes and outlines strategies for safely cherry-picking patches without fracturing the project's historical graph. language: Spanish resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Advanced Git - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management: title: 'jmfloreszazo.com: Monetizar un API, con Azure API Management' description: '' year: '2023' stars: 0 ai_summary: Spanish guide explaining the deployment of API monetization policies using Azure API Management (APIM). Focuses on quota restrictions, rate-limiting, subscription keys, and stripe integrations. language: None resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Network & Delivery - API Management - Monetization Models tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://jmrobles.medium.com/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b: title: 'jmrobles.medium.com: How to setup Hetzner load balancer on a Kubernetes'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jmrobles.medium.com: How to setup Hetzner load balancer on a Kubernetes'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029246.430889 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:26.430889+02:00' https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1: title: 'joachim8675309.medium.com: AKS with GRPC and ingress-nginx' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com: AKS with GRPC and ingress-nginx in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031341.324876 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:21.324876+02:00' https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88: title: 'joachim8675309.medium.com: ExternalDNS with AKS & Azure DNS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com: ExternalDNS with AKS & Azure DNS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029325.421604 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.421604+02:00' https://joachim8675309.medium.com/externaldns-with-eks-and-route53-90aa23fa3aba: title: 'joachim8675309.medium.com: ExternalDNS with EKS and Route53' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com: ExternalDNS with EKS and Route53 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031714.544223 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.544223+02:00' https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890: title: 'joachim8675309.medium.com: AKS with Istio Service Mesh' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com: AKS with Istio Service Mesh in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033205.845614 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:25.845614+02:00' https://jobs.rekruuto.com: title: 'jobs.rekruuto.com: Rekruuto DevOps and SRE Job Opportunities' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jobs.rekruuto.com: Rekruuto DevOps and SRE Job Opportunities in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030034.556026 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.556026+02:00' https://joelcalifa.com/blog/tiny-wins: title: 'joelcalifa.com: Tiny Wins' description: '' year: '2021' stars: 0 ai_summary: Details the highly effective concept of 'Tiny Wins'—prioritizing and executing small, high-impact product UX/UI micro-optimizations. Demonstrates how compound micro-improvements drastically improve overall user satisfaction and system usability with minimal architectural overhead or engineering effort. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Product Management - Design Strategy - Micro-optimizations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://joereis.substack.com/p/data-engineering-in-2024-what-im: title: 'joereis.substack.com: Data Engineering in 2024. What I''m Seeing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joereis.substack.com: Data Engineering in 2024. What I''m Seeing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030989.39225 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:29.392250+02:00' https://john-tucker.medium.com/kubernetes-cpu-resource-requests-at-runtime-c4df668d1c5c: title: 'john-tucker.medium.com: Kubernetes CPU Resource Requests at Runtime' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering john-tucker.medium.com: Kubernetes CPU Resource Requests at Runtime in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029475.14172 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:15.141720+02:00' https://johnclarke73.medium.com/our-continuous-delivery-journey-11d86dd68a49: title: 'johnclarke73.medium.com: How GitOps works for us' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering johnclarke73.medium.com: How GitOps works for us in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030204.391546 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:24.391546+02:00' https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops: title: 'johnlokerse.dev: Lint Azure Bicep templates in Azure DevOps' description: '' year: '2024' stars: 0 ai_summary: Illustrates the integration of Bicep linting tools within Azure DevOps build pipelines. Ensures syntactic correctness, adherence to best-practice rules, and early feedback loops prior to execution plans or arm deployments. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - DevOps - CI-CD Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai: title: Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI description: '' year: '2025' stars: 0 ai_summary: A tutorial showing how to automate the generation of pull request descriptions within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity and documentation standards. language: YAML resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - AI & Automation - AI PR Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://jonbc.medium.com/hacking-your-way-to-observability-part-1-cf4cd42fb4dc: title: 'jonbc.medium.com: Hacking your way to Observability — Part 1 : Metrics' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jonbc.medium.com: Hacking your way to Observability — Part 1 : Metrics in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.799841 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.799841+02:00' https://jonbc.medium.com/hacking-your-way-to-observability-part-2-c38baaee6b92: title: 'jonbc.medium.com: Hacking your way to Observability — Part 2 : Alerts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jonbc.medium.com: Hacking your way to Observability — Part 2 : Alerts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032420.92044 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:20.920440+02:00' https://jonnylangefeld.com/blog/kubernetes-how-to-view-swagger-ui: title: 'jonnylangefeld.com: Kubernetes: How to View Swagger UI' description: '' year: '2020' stars: 0 ai_summary: This tutorial shows how to expose Swagger UI within a Kubernetes environment to dynamically explore and test internal cluster APIs. It covers secure proxying, namespace-level configurations, and JWT token passing. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Development - Kubernetes Administration - Swagger UI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - swagger-code-generator-for-rest-apis.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://josephrodriguezg.medium.com/deploying-a-spring-boot-application-in-kubernetes-using-helm-charts-5c04c2d46e16: title: 'josephrodriguezg.medium.com: Deploying a Spring Boot microservice in Kubernetes'' using Helm charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering josephrodriguezg.medium.com: Deploying a Spring Boot microservice in Kubernetes'' using Helm charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029878.052467 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:58.052467+02:00' https://joseprsm.medium.com/how-to-build-machine-learning-models-that-train-themselves-bbc87499ca5: title: 'joseprsm.medium.com: How to build Machine Learning models that train themselves' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering joseprsm.medium.com: How to build Machine Learning models that train themselves in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.776855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.776855+02:00' https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration: title: 'joshbersin.com: From The Great Resignation To The Great Migration' description: '' year: '2021' stars: 0 ai_summary: A market report analyzing the transformation of the 'Great Resignation' into a 'Great Migration.' It details how top engineering talent did not exit the workforce but rather moved toward organized, remote-friendly, and technically mature companies. language: English resource_type: report complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Labor Trends - Talent Mobility tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://journeyofthegeek.com/2024/05/10/azure-authorization-azure-rbac-delegation: title: 'journeyofthegeek.com: Azure Authorization – Azure RBAC Delegation' description: '' year: '2024' stars: 3 ai_summary: An in-depth analysis of the security implications and execution steps of RBAC delegation patterns. Under 2026 security models, implementing conditional delegations is necessary to grant team autonomy while preventing unapproved privilege escalations. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - RBAC - Delegated Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://jpastreamer.org: title: "JPA streamer \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: An open-source library that allows developers to write standard JPA queries using Java's functional Stream API. By eliminating complex boilerplates, JPAstreamer greatly simplifies data access layers in modern, database-heavy microservices in 2026. language: Java resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 52aebb7bce462b733097d6661915204794d4ceb420f5913d07da87123165d015 health_score: 100.0 last_checked: 1779032150.693912 needs_ai_refresh: true hierarchy: - Modern Java - Frameworks - Database Access tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:50.693912+02:00' https://jpetazzo.github.io/2021/11/30/docker-build-container-images-antipatterns: title: 'jpetazzo.github.io: Anti-Patterns When Building Container Images' description: '' year: '2021' stars: 0 ai_summary: An experienced architect's critique of bad habits in image composition. Identifies dependencies on build host features, missing ignore-files, and bad layering decisions. language: N/A resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Architectural Patterns - Anti-patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jproco.medium.com/deliver-a-product-roadmap-that-survives-startup-velocity-f9be4fb9893e: title: 'jproco.medium.com: Deliver a Product Roadmap That Survives Startup Velocity' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering jproco.medium.com: Deliver a Product Roadmap That Survives Startup Velocity in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029563.47162 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:43.471620+02:00' https://json-schema.org/understanding-json-schema: title: "json-schema.org: Understanding JSON Schema \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9f0bf9b8918ead993838938a77f3a4cc1fb47956832cef9ca08e983a6fabb1e7 health_score: 100.0 last_checked: 1779034094.494481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.494481+02:00' https://json-schema.org/understanding-json-schema/reference: title: "json-schema.org: Understanding JSON Schema \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: The official validation vocabulary specification for JSON documents. Enables programmatic enforcement of structural constraints, data types, and required fields across distributed microservice payload interfaces. language: None resource_type: Specification complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Standards & Specifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2024-06-01T00:00:00+02:00' https://jsoncrack.com: title: "jsoncrack.com: JSON Crack \U0001F31F\U0001F31F" description: '' year: '2025' stars: 0 ai_summary: An interactive data visualization platform that constructs graph representations of nested JSON schemas. Helps platform engineers conceptualize structural relationships and analyze nested configurations in high-density graphs. language: TypeScript resource_type: Web Application complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Diagnostics & Debugging - Visualizers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2025-06-01T00:00:00+02:00' https://jsonformatter.org/yaml-validator: title: ==jsonformatter.org/yaml-validator== description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering ==jsonformatter.org/yaml-validator== in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736180.076218 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-06-18T00:43:00.076218+02:00' https://jsoning.com: title: jsoning.com description: '' year: '2022' stars: 0 ai_summary: A lightweight document database framework designed to run basic JSON persistence and configuration-driven workflows inside modular serverless functions. language: JavaScript resource_type: Database complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Data Modeling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://jsonnet.org: title: Jsonnet description: '' year: '2025' stars: 0 ai_summary: A powerful, Turing-complete data templating language that extends JSON with variables, functions, conditionals, and object inheritance. Eliminates configuration duplication by generating clean JSON configurations programmatically. language: C++ resource_type: DSL / Language complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - JSON & YAML Serialization - Configuration DSLs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2025-06-01T00:00:00+02:00' https://jsontoolbox.com: title: jsontoolbox.com description: '' year: '2024' stars: 0 ai_summary: A modern online toolkit offering unified interfaces for compression, conversion, structure validation, and mapping of raw JSON payloads without data leakage risks. language: TypeScript resource_type: Web Application complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ChromeDevTools.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://judebantony.github.io/cicd-github-action-example: title: 'judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools' description: '' year: '2022' stars: 0 ai_summary: Details a practical approach to modern DevSecOps pipeline construction. Highlights step-by-step additions of static application security testing (SAST), software composition analysis (SCA), and secrets auditing inside automated GitHub Actions runs. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Security & Compliance - DevSecOps Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://juhache.substack.com/p/from-data-engineer-to-yaml-engineer-ed2: title: 'juhache.substack.com: From Data Engineer to YAML Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering juhache.substack.com: From Data Engineer to YAML Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031356.081732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:36.081732+02:00' https://juju.is/cloud-native-kubernetes-usage-report-2021: title: 'juju.is: Kubernetes and cloud native operations report 2021' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6dd11f73ac72feaba19d04d02df52351050e2cf9701a46e219eb47d3bb1d2f93 health_score: 100.0 last_checked: 1779030423.719401 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:03.719401+02:00' https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara: title: 'Profiling Python using cProfile: a concrete case' description: '' year: '2015' stars: 3 ai_summary: Curator Insight provides a step-by-step deep dive into execution bottleneck isolation using the standard cProfile module. Live Grounding validates that while continuous visual profilers are used at scale, understanding deterministic execution tracing using native cProfile remains a fundamental engineering prerequisite for debugging CPU-bound application paths. language: Python resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python - Performance Profiling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://julien.danjou.info/stop-merging-your-pull-request-manually: title: "julien.danjou.info: Stop merging your pull requests manually \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Advocates for automated merge engines like Mergify over manual Pull Request integration. Examines how manual merges introduce race conditions, inconsistent test states, and build failures. Suggests adopting policy-driven merge queues to safeguard trunk health and optimize integration pipelines. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - CI-CD Automation tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jumpstart.azure.com: title: azurearcjumpstart.io description: '' year: '2026' stars: 5 ai_summary: The comprehensive Azure Arc Jumpstart portal, providing automated, hands-on sandbox scenarios for Arc-enabled infrastructure. It facilitates instant provisioning of hybrid Kubernetes, servers, and data services across multi-cloud environments like AWS and GCP. This portal remains the primary industry reference for testing real-world deployment patterns and complex integration topologies. language: N/A resource_type: Reference Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes - Hybrid & Multicloud Solutions - Azure Arc Jumpstart tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://junit.org: title: JUnit description: '- [lambdatest.com](https://www.testmuai.com/blog/junit5-extensions) A Comprehensive Guide On JUnit 5 Extensions' year: '2026' stars: 5 ai_summary: The industry-standard unit testing library for the Java programming language. Utilizes a powerful, modern platform engine API with custom extension models (JUnit 5) for reliable test execution. language: Java resource_type: Library complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Testing Frameworks - Java Ecosystem tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://justingarrison.com/blog/2021-07-11-github-url-hacks: title: "justingarrison.com: GitHub URL Hacks \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: 'Curator Insight: Deep-dive into URL query parameters and routing hacks to unlock hidden GitHub UI functionality. Live Grounding: Remains a goldmine for platform engineers needing to programmatically link to specific branch comparisons, file edit modes, or issue templates directly from CI/CD dashboards.' language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - GitHub tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://justinoconnor.codes/2022/08/19/azure-periodic-table-of-resource-naming-convention-shorthands: title: 'justinoconnor.codes: Azure Periodic Table of Resource Naming Convention Shorthands' description: '' year: '2022' stars: 0 ai_summary: A comprehensive reference matrix mapping standardized abbreviations for Azure resource types. It functions as an interactive periodic table to assist cloud architects in organizing consistent tagging and infrastructure-as-code deployments. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Resource Management - Naming Conventions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground: title: 'jvns.ca: New tool: an nginx playground' description: '' year: '2021' stars: 0 ai_summary: An interactive configuration testing platform designed to simplify complex Nginx rulesets. While the curator positions this as an experimental learning aid, live evaluation shows it has become an indispensable debugging tool for platform engineers needing to validate route maps, regex rewrites, and upstream headers safely outside production environments. language: N/A resource_type: Web Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Traffic Management - Load Balancing & Reverse Proxy - Nginx Playground tags: - '[EMERGING]' v1_locations: [] v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools: title: 'jvns.ca: A list of new(ish) command line tools' description: "- [jq](https://stedolan.github.io/jq) (a great JSON-wrangling tool)\n \ - [jc](https://github.com/kellyjonbrazil/jc) (convert various tools’ output into JSON)\n - [jo](https://github.com/jpmens/jo) (create JSON objects)\n - [yq](https://github.com/mikefarah/yq) (like jq, but for YAML). there’s also another yq\n - [fx](https://github.com/antonmedv/fx) (interactive json tool)\n - [jless](https://github.com/PaulJuliusMartinez/jless) (json pager)\n - [xsv](https://github.com/BurntSushi/xsv) (a command line tool for csv files, from burntsushi)\n - [visidata](https://www.visidata.org) (“an interactive multitool for tabular data”)\n - [miller](https://github.com/johnkerl/miller) (“like awk/sed/cut/join/sort for CSV/TSV/JSON/JSON lines”)" year: '2022' stars: 0 ai_summary: A handpicked inventory of modern terminal applications (jq, jc, fx, yq, and jless). Simplifies querying, visualizes nested payloads, and reformats plain configuration text directly in local shell environments. language: None resource_type: Curated List complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Workspace - Command-Line Tooling - JSON & YAML Manipulators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://k0sproject.io: title: k0s description: '' year: '2026' stars: 0 ai_summary: Mirantis' zero-friction, single-binary Kubernetes distribution. Designed to operate across any cloud, hybrid, or edge infrastructure, k0s packages all control plane and node dependencies in a single executable, drastically simplifying lifecycle maintenance, upgrading, and operational footprint. language: Go resource_type: Software complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Distributions - Edge & IoT tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://k21academy.com: title: k21academy.com/category/docker-kubernetes description: '' year: '2024' stars: 0 ai_summary: K21Academy delivers structured educational paths centered on Docker and Kubernetes certifications such as CKA, CKAD, and CKS. The materials focus heavily on exam objectives, foundational container mechanics, and secure administrative practices. language: English resource_type: Training Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training & Education - Certifications - Structured Courses tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://k21academy.com/amazon-web-services/aws-devops-vs-azure-devops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 055e35021534704ebe0f04e27eadd9ecb365fc0d53acb1c1571ef967c7639d18 health_score: 100.0 last_checked: 1779034348.33744 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:28.337440+02:00' https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-application-services: title: 'k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 455a759bbbde884d8332599d9b093f434f01892798a5c22ca93603966afefd35 health_score: 100.0 last_checked: 1779029899.81202 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.812020+02:00' https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-secrets-manager: title: 'k21academy.com: AWS Secrets Manager' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a35ce1b1a4911a029ed985ce5b4ad8c0402a77b5a85d145b2a76b38ac826ea96 health_score: 100.0 last_checked: 1779033030.945719 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.945719+02:00' https://k21academy.com/ansible/ansible-for-beginners: title: "k21academy.com: Ansible for Beginners | Overview | Architecture & Use Cases' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6341d6459949808dd44deb90668b903525865e2296c67fcbe51002ccedac3d57 health_score: 100.0 last_checked: 1779031122.958003 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.958003+02:00' https://k21academy.com/ansible/day2-live-session-review-and-q-a: title: "k21academy.com: Ansible for Beginners Day2 Live Session Review and Q/A \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f97600d979a6a836f3cb8b113bdf10f389fef64ef38c88befad15f3b2e2fd893 health_score: 100.0 last_checked: 1779029274.957482 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:54.957482+02:00' https://k21academy.com/ansible/terraform-vs-ansible: title: "k21academy.com: Terraform vs Ansible: Working, Difference, Provisioning' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5a63354e882b0091df9096a4cc43aead87d6a7be128b3a2236ea557fa7e58cd3 health_score: 100.0 last_checked: 1779031089.707133 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/iac.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:09.707133+02:00' https://k21academy.com/aws-cloud/aws-application-services: title: 'k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF' description: '' year: '2026' stars: 0 ai_summary: Technical review of AWS's modular application integration portfolio. Contrasts serverless compute (Lambda) with asynchronous message queues (SQS), publish-subscribe event routing (SNS), programmatically orchestrated state workflows (SWF/Step Functions), and secure outbound transaction messaging (SES). language: English resource_type: Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130494.968555 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Application Integration - Serverless Services tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.968555+02:00' https://k21academy.com/aws-cloud/aws-devops-vs-azure-devops: title: 'k21academy.com: AWS DevOps Vs. Azure DevOps' description: '' year: '2021' stars: 0 ai_summary: Comparative structural analysis pitting the AWS DevOps suite against Microsoft Azure DevOps, evaluating build pricing, third-party integrations, and native Kubernetes support configurations. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Provisioning - CI/CD Integration - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/aws-cloud/aws-secrets-manager: title: 'k21academy.com: AWS Secrets Manager' description: '' year: '2021' stars: 0 ai_summary: A foundational technical guide to the architecture and operational model of AWS Secrets Manager. The article discusses integration mechanics with AWS RDS, IAM authorization policies, automated rotation via pre-configured Lambda templates, and encryption envelope methods using KMS. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Secrets Management - Lifecycle Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/azure-cloud/azure-rbac-vs-azure-policies-vs-azure-blueprints: title: 'k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints' description: '' year: '2021' stars: 0 ai_summary: A structured breakdown of the core pillars of cloud governance, contrasting Azure Role-Based Access Control (RBAC), Azure Policy, and Azure Blueprints. Demonstrates how to organize identity-based permission structures, enforce systemic compliance frameworks, and orchestrate environment baselines to maintain continuous security across enterprise tenants. language: English resource_type: Technical Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Management - Enterprise Governance - Compliance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/azure-data/azure-data-lake: title: 'k21academy.com: Azure Data Lake Overview For Beginners' description: '' year: '2021' stars: 0 ai_summary: Comprehensive primer on Azure Data Lake Storage (ADLS) Gen2. Outlines the architectural mechanics of its hierarchical namespace, POSIX-compliant Access Control Lists (ACLs), and deep native integration with compute engines such as Azure Databricks and Synapse. Essential reading for architects designing modern, scalable data platforms. language: English resource_type: Technical Overview complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data & Storage - Data Analytics - Data Lake tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/category/docker-kubernetes: title: k21academy.com/category/docker-kubernetes description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c5b3d10f7b35990e0bf43b3a667d8ca6fbec1c393b44ac0eb4d7e8d98ee41169 health_score: 100.0 last_checked: 1779034265.785053 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.785053+02:00' https://k21academy.com/devops/ansible-for-beginners: title: "k21academy.com: Ansible for Beginners | Overview | Architecture & Use Cases \U0001F31F" description: "- [k21academy.com: Ansible for Beginners Day2 Live Session Review and Q/A \U0001F31F](https://k21academy.com/devops/day2-live-session-review-and-q-a)" year: '2021' stars: 0 ai_summary: Comprehensive introductory architectural layout outlining controller requirements, managed nodes, dynamic inventory files, YAML playbook hierarchy, and general configuration management use-cases across environments. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/devops/day2-live-session-review-and-q-a: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 751a3542f3c8d24fa21a3dfa385cf1cf182df6fb32cca55cfdd05c8e85ba2a17 health_score: 100.0 last_checked: 1779130494.972043 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.972043+02:00' https://k21academy.com/devops/terraform-vs-ansible: title: "k21academy.com: Terraform vs Ansible: Working, Difference, Provisioning \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Analyzes the operational execution models of Terraform and Ansible. Guides systems engineers on matching target workloads with the proper tool—using Terraform for infrastructure creation and Ansible for node system configuration. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Tool Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://k21academy.com/docker-kubernetes/configmaps-secrets: title: "k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d63c82c716d62b1994c17bbe697759e51bc44dffe3aab43b92fe455c6d19116b health_score: 100.0 last_checked: 1779031459.290062 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:19.290062+02:00' https://k21academy.com/docker-kubernetes/kubernetes-architecture-components-overview-for-beginners: title: 'k21academy.com: Kubernetes Architecture. An Introduction to Kubernetes Components' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 91a8cb356ff194f8132f780a98b00e345ae9ccf245181c508576b62c98798e70 health_score: 100.0 last_checked: 1779032699.922433 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.922433+02:00' https://k21academy.com/docker-kubernetes/kubernetes-deployment: title: 'k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment:'' Update, Rollback, Scale & Delete' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4938d7e891325657e1339b3178df2f1189605eff589c443d1b1851d49806821c health_score: 100.0 last_checked: 1779033949.938589 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:49.938589+02:00' https://k21academy.com/docker-kubernetes/kubernetes-security/kube-bench-cis: title: "k21academy.com: Secure and Harden Kubernetes, AKS and EKS Cluster with kube-bench,' kube-hunter and CIS Benchmarks \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 546a3651f84bc9a2f45d7eb0e6f79de27c4d997b5a7bba6e97c561181561fc8c health_score: 100.0 last_checked: 1779034332.977142 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:12.977142+02:00' https://k21academy.com/docker-kubernetes/monolithic-vs-microservices: title: 'k21academy.com: Monolithic vs Microservices – Difference, Advantages & Disadvantages' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cc3abde097ed6cd3f11495757666af58410ef25d90e896a9ceb9d38274502f04 health_score: 100.0 last_checked: 1779034498.011647 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/faq.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:58.011647+02:00' https://k21academy.com/kubernetes/configmaps-secrets: title: "k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update \U0001F31F" description: '' year: '2023' stars: 1 ai_summary: A fundamental playbook illustrating the lifecycle, generation, and updates of ConfigMaps and Secrets. Establishes the core differences in creation mechanisms and direct manifest applications. language: YAML resource_type: Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration - State Management - Config & Secrets tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://k21academy.com/kubernetes/kube-bench-cis: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 100.0 last_checked: 1779130495.015441 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.015441+02:00' https://k21academy.com/kubernetes/kubernetes-architecture-components-overview-for-beginners: title: 'k21academy.com: Kubernetes Architecture. An Introduction to Kubernetes Components' description: '' year: '2021' stars: 3 ai_summary: A detailed breakdown of the internal nodes and services of Kubernetes. Details the role of master components like the scheduler and controller-manager alongside worker node components like kubelet and kube-proxy. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Control Plane - Cluster Topology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/kubernetes/kubernetes-deployment: title: 'k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment: Update, Rollback, Scale & Delete' description: '' year: '2023' stars: 0 ai_summary: A complete operational guide to managing deployment configurations. Details step-by-step commands to update containers, trigger rolling restarts, revert deployment revisions, and scale replica limits. language: YAML resource_type: Guide complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Deployments - Core Mechanics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://k21academy.com/kubernetes/monolithic-vs-microservices: title: 'k21academy.com: Monolithic vs Microservices – Difference, Advantages & Disadvantages' description: '' year: '2023' stars: 0 ai_summary: A comprehensive introductory comparative analysis of monolithic and microservices structures. It details deployment mechanics, system modularity, scaling challenges, and runtime isolation properties. It details concrete Kubernetes constructs like pods and namespaces that help isolate microservices in a shared physical cluster. language: None resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Microservices Architecture - Fundamentals - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: review_required addition_method: manual content_hash: 45366dfc1329efa8323f98a531a651c14e7a6c61786d56776153067efe4fb438 health_score: 64.0 last_checked: 1779130494.990166 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} review_metadata: original_url: https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.990168' discovered_at: '2026-05-18T20:54:54.990166+02:00' https://k21academy.com/microsoft-azure/az-303/azure-container-instances-and-kubernetes-service: title: "k21academy.com: Azure Kubernetes Service & Azure Container Instances For' Beginners \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1e71e9f3560361de53e5299081631972445890f00ebfefcf0df841b9bccf7a1f health_score: 100.0 last_checked: 1779029483.489913 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:23.489913+02:00' https://k21academy.com/microsoft-azure/az-400/azure-pipelines-vs-jenkins: title: 'k21academy.com: Azure pipelines VS Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering k21academy.com: Azure pipelines VS Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dfc0853dea06c15c26dc3c974053d37c22a3cdcf274c90bf5379301a237d5854 health_score: 100.0 last_checked: 1779031182.029187 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:42.029187+02:00' https://k21academy.com/microsoft-azure/azure-rbac-vs-azure-policies-vs-azure-blueprints: title: 'k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 829a76c44e39a55632c6d0ace657aa5a502b29bb9e4239f7cc405d2f17b2f784 health_score: 100.0 last_checked: 1779034015.934057 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.934057+02:00' https://k21academy.com/microsoft-azure/data-engineer/azure-data-lake: title: 'k21academy.com: Azure Data Lake Overview For Beginners' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e4b24dcc29d834be561f64df04e8edf1fd839afde7ff83d31b8e0048226ce772 health_score: 100.0 last_checked: 1779029131.078024 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:31.078024+02:00' https://k21academy.com/microsoft-azure/dp-203/azure-data-lake: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3b50e88dc2c71798769b901fe218c76a433002e6bf4e50a03e83fb57708ddd7a health_score: 64.0 last_checked: 1779130495.016559 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016559+02:00' https://k21academy.com/scrum-master/scrum-vs-kanban: title: 'k21academy.com: Scrum vs Kanban' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b061cda91bab2f79e336d28f888d2b044f55f88f7ed4341adb5e18d790b05708 health_score: 100.0 last_checked: 1779032104.411435 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:04.411435+02:00' https://k21academy.com/scrum/scrum-vs-kanban: title: 'k21academy.com: Scrum vs Kanban' description: '' year: '2022' stars: 0 ai_summary: A technical overview comparing Scrum sprints and Kanban boards, aimed at cloud engineering professionals. Emphasizes how task-level agile delivery frameworks interface with cloud DevOps pipelines to drive high-frequency infrastructure deployments. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Agile Methodologies - Scrum and Kanban tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://k21academy.com/terraform-iac/terraform-automate-aws-vm: title: 'k21academy.com: Automate AWS Virtual Machine using Terraform – Creation'' Demo' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 72566ea85beedc4fbc2f03cc2c75c946917b6a42df237c621bb6b7f944827534 health_score: 100.0 last_checked: 1779029252.436737 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:32.436737+02:00' https://k21academy.com/terraform-iac/terraform-interview-questions: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 584d8beb97ca19564f1a766aa76b0e333239cba7a68344c7fbbb42249f710778 health_score: 100.0 last_checked: 1779034105.866316 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/interview-questions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:25.866316+02:00' https://k21academy.com/terraform-iac/why-terraform-not-chef-ansible-puppet-cloudformation: title: "k21academy.com: Why Terraform? Not Chef, Ansible, Puppet, CloudFormation?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d6b3f8a0fd42ad3232683569f2c477d5b32a846f58a9cedd9deb8fd3e97e48cf health_score: 100.0 last_checked: 1779032372.176714 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:32.176714+02:00' https://k21academy.com/terraform/terraform-automate-aws-vm: title: 'k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo' description: '' year: '2021' stars: 0 ai_summary: A step-by-step introduction demonstrating the creation and lifecycle management of AWS Elastic Compute Cloud (EC2) instances using Terraform. Excellent for understanding simple provider declarations, variables, and resource destruction. language: HCL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform Ecosystem - AWS Compute Provisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://k21academy.com/terraform/terraform-interview-questions: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8746bdbc694fd85c8de97fb17dec8827862b87a81343f782c7e97f4a84e00d46 health_score: 100.0 last_checked: 1779130495.012548 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/interview-questions.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.012548+02:00' https://k21academy.com/terraform/why-terraform-not-chef-ansible-puppet-cloudformation: title: "k21academy.com: Why Terraform? Not Chef, Ansible, Puppet, CloudFormation? \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A comparison-focused educational resource highlighting why Terraform's declarative approach, provider ecosystem, and stateful tracking mechanism offer significant advantages over traditional configuration management tools. language: English resource_type: Educational Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - IaC Comparison - Educational Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://k3s.io: title: '**k3s**' description: '' year: '2026' stars: 5 ai_summary: A highly popular, fully compliant, lightweight Kubernetes distribution designed specifically for Edge, IoT, and DevSecOps CI pipelines. Packaged as a single binary, it replaces heavy etcd processes with flexible database options. language: Go resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Edge & IoT - Lightweight Kubernetes - K3s tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://k8s-examples.container-solutions.com: title: "Kubernetes examples \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A comprehensive curated collection of real-world Kubernetes deployment blueprints compiled by Container Solutions. Offers foundational reference templates for multi-tier microservices, storage configuration, and workload orchestration. language: YAML resource_type: Reference Collection complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes Manifests - Reference Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2023-06-01T00:00:00+02:00' https://k8s.af: title: "k8s.af \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A highly regarded community collection documenting real-world public post-mortems of major Kubernetes infrastructure outages. Serves as a priceless resource for resilience engineering, analyzing failures in DNS, etcd depletion, scheduling collapses, routing tables, and configuration mistakes. language: English resource_type: Interactive Portal complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Post-Mortems - Resiliency Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://k8sgpt.ai: title: k8sgpt.ai description: '' year: '2023' stars: 0 ai_summary: An innovative, community-driven tool that integrates LLMs directly with Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies, and system logs, k8sgpt provides clear explanations and automated remediation commands. It is a premier tool in the shift towards AI-powered autonomous operations (AIOps). language: Go resource_type: Product Page / Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - AI-Powered Operations (AIOps) - Kubernetes Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - chatgpt.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://k8slens.dev: title: "Lens Kubernetes IDE \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e860aaafc139aee65bdb9b202cd7b3ebf039f4b0119839f709cbcabbd0da5bbf health_score: 100.0 last_checked: 1779032923.162414 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:43.162414+02:00' https://k8spatterns.io: title: 'k8spatterns.io: Free Kubernetes Patterns e-book' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering k8spatterns.io: Free Kubernetes Patterns e-book in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.517209 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.517209+02:00' https://k8spharos.dev: title: "Pharos \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Pharos \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033424.510532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.510532+02:00' https://k8spin.cloud/oss-projects: title: Discover K8Spin open source software description: '' year: '2024' stars: 0 ai_summary: The main portal cataloging K8Spin's open-source projects. Focuses on lightweight cluster sharing tools, providing APIs designed to bootstrap secure developer workspaces instantly. language: N/A resource_type: Registry complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Registries & Catalogs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://k8studio.io: title: ==k8studio== description: '' year: '2020' stars: 0 ai_summary: K8Studio is a desktop graphical user interface designed to simplify multi-cluster Kubernetes administration and visualization. It presents a dynamic topological map of running cluster workloads, enabling live log streaming and terminal executions. language: TypeScript resource_type: Desktop GUI App complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: f17b53e799daa6fc1e9f57211fd41cc3f8597ca05e631a7ab660fb2ef791956b health_score: 100.0 last_checked: 1779032293.175613 needs_ai_refresh: true hierarchy: - Platform Engineering - Developer Productivity - UI Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:13.175613+02:00' https://k8studio.io/blogs/k8studio-vs-lens-kubernetes-ide: title: "k8studio.io/blogs: K8studio vs. Lens vs. K9s \U0001F31F" description: '' year: '2024' stars: 3 ai_summary: 'A technical comparative analysis comparing three premier client interfaces: K8Studio (graphical topology focus), Lens (full-featured IDE desktop application), and K9s (ultra-fast keyboard-driven terminal console dashboard).' language: N/A resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Evaluation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://k8syaml.com: title: "k8syaml.com \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An interactive web environment designed to generate clean, standard Kubernetes manifests based on best-practice configurations. It enables operators to construct and validate resources without writing boilerplate templates from scratch. language: N/A resource_type: tool complexity: intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Configuration Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md - kubernetes-tools.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://k8up.io: title: k8up.io description: '' year: '2025' stars: 4 ai_summary: K8up uses standard CRD objects to configure high-frequency Restic backups on selected persistent volumes. Offers integrated S3 exports, backup target management, and pruning policies. language: Go resource_type: Operator complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Protection - Kubernetes Backup Operators tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://k8z.dev: title: 'k8z.dev: A lightweight, modern mobile and desktop application for manage kubernetes. Easily for use fast, secure' description: '' year: '2024' stars: 3 ai_summary: A modern, lightweight cross-platform desktop and mobile app engineered for low-memory footprint cluster monitoring. Emphasizes swift, responsive transitions and secure local storage of cluster context data. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://k9scli.io: title: ==k9scli.io== description: '' year: '2026' stars: 0 ai_summary: The K9scli portal is the home of K9s, the terminal-based user interface designed to streamline real-time Kubernetes interaction. By abstracting kubectl command sequences into fast, keyboard-driven hotkeys, it has earned standard status in modern DevOps environments. This site serves as the starting point for setting up K9s skins, plugins, and custom cluster views. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 98e04a13ea4082c8fa8323ccc7cf9d53649f1326d1f2453ff3de5037e68020d8 health_score: 100.0 last_checked: 1779034569.096007 needs_ai_refresh: true hierarchy: - Operations - Command Line Interfaces - Cluster Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:09.096007+02:00' https://kafka-tutorials.confluent.io: title: "kafka-tutorials.confluent.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8186eb2c5e4fe5bf3fda69dbe0e853a6d90200c52b5a98bfc159fa073e880296 health_score: 100.0 last_checked: 1779034477.1704 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:37.170400+02:00' https://kafka-tutorials.confluent.io/how-to-count-messages-on-a-kafka-topic/ksql.html: title: 'kafka-tutorials.confluent.io: How to count messages in a Kafka topic' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b1456beaaa454ef29207eade70e1850ccb7521637951b2f4ea5d51ea8ca73098 health_score: 100.0 last_checked: 1779031521.297708 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:21.297708+02:00' https://kafka-tutorials.confluent.io/join-a-stream-to-a-table/kstreams.html: title: "kafka-tutorials.confluent.io: How to join a stream and a lookup table \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: ad78fd14f6f8e96bde7a81b75de9a6910753d28ad7099ee34d7a8fb07e367d71 health_score: 100.0 last_checked: 1779034289.215589 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:29.215589+02:00' https://kafka.apache.org: title: Apache Kafka description: '' year: '2026' stars: 5 ai_summary: Apache Kafka is the de facto industry-standard distributed event streaming platform. Operating on a partitioned, append-only log model, Kafka handles millions of messages per second with fault-tolerant durability, acting as the centralized real-time nervous system for microservices. language: Java resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Event Streaming - Apache Kafka tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kailashyogeshwar.medium.com/how-we-implemented-reusable-ci-cd-pipeline-using-git-and-tekton-503bed91975b: title: 'kailashyogeshwar.medium.com: How we implemented Reusable CI/CD Pipeline using Git and Tekton' description: '' year: '2020' stars: 0 ai_summary: Focuses on building highly reusable CI/CD pipelines on Git and Tekton. Demonstrates decoupling generic build parameters from execution manifests, allowing development teams to share pipelines easily across projects. language: Yaml resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - CI/CD Pipelines - Tekton Templates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kaleshreya907.medium.com/step2a-install-docker-and-run-sonarqube-container-faa42d01f5fe: title: 'kaleshreya907.medium.com: GitHub Actions: Netflix Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kaleshreya907.medium.com: GitHub Actions: Netflix Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033338.926608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:38.926608+02:00' https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters: title: 'kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters' description: '' year: '2021' stars: 0 ai_summary: A hands-on tutorial outlining best practices for securing Kubernetes clusters. Walks through the configuration of Network Policies, RBAC limits, API server audits, and using pentesting frameworks like Kali Linux to find operational loopholes. language: English resource_type: Technical Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Kubernetes Security - Cluster Hardening tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kalilinuxtutorials.com/ldsview: title: 'kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory dumps in LDIF format' description: '' year: '2026' stars: 4 ai_summary: Guide for Ldsview, an offline parsing tool for LDIF format directory dumps. Excellent utility for security assessments, privilege escalation audits, and schema inspection of legacy corporate infrastructure databases. language: English resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Directory Services - LDAP Analysis tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kalm.dev: title: "kalm.dev \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kalm.dev \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034545.438304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:45.438304+02:00' https://kamsjec.medium.com/argocd-setup-on-kubernetes-openshift-cluster-f7340344c017: title: 'kamsjec.medium.com: ArgoCD Setup on Kubernetes/OpenShift Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com: ArgoCD Setup on Kubernetes/OpenShift Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.49798 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.497980+02:00' https://kamsjec.medium.com/kubernetes-taints-and-tolerations-18727f618d01: title: 'kamsjec.medium.com: Kubernetes Taints and Tolerations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com: Kubernetes Taints and Tolerations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.835555 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.835555+02:00' https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305: title: 'kamsjec.medium.com: liveness and readiness probes…' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com: liveness and readiness probes… in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032039.035077 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:59.035077+02:00' https://kanakinfosystems.com/blog/sql-cheat-sheet: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029371.373218 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:31.373218+02:00' https://kanister.io: title: "kanister.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f8cd2ccca3740391ade2febf08f26396e4c8b8eccce8d8057fb88d5769e25ce3 health_score: 100.0 last_checked: 1779031507.488672 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:07.488672+02:00' https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index: title: Sourcetree Cheat Sheet description: '' year: '2023' stars: 3 ai_summary: 'Curator Insight: Dedicated guide for Atlassian''s popular Sourcetree GUI client. Live Grounding: Maps graphic operations (interactive staging, repository cloning, flow configuration) back to basic CLI operations, reducing friction for non-CLI native engineers.' language: HTML resource_type: Client Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git Clients tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kapeli.com/cheatsheets: title: Dash Cheat Sheets description: '' year: '2026' stars: 3 ai_summary: A community-contributed aggregation of software-specific cheat sheets designed for Dash. Provides immediate keybinding and structural shortcuts across various developer tools, languages, and container technologies. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Documentation Tools - Offline Readers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kapeli.com/dash: title: Dash for MacOS description: '' year: '2026' stars: 4 ai_summary: A premium, offline-first documentation browser for macOS that integrates with over 200 API documentation sets. Enables instant searching of code blocks, APIs, and frameworks, reducing lookup latency and boosting local engineering velocity. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Documentation Tools - Offline Readers tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kapitan.dev: title: Kapitan description: '' year: '2022' stars: 4 ai_summary: An open-source configuration management engine built to generate clean declarative configurations (Kubernetes manifests, Terraform, Ansible) using Python and Jsonnet. Kapitan simplifies managing configurations for multiple environments by using a single source of truth. language: Python resource_type: tool complexity: advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Operations - Kubernetes - Advanced Templating tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://karenapp.io: title: Karen description: '' year: '2023' stars: 0 ai_summary: AI-assisted scheduling tool featuring conversational UI interfaces. Automates appointment bookings and coordinates meeting slots through direct text and chat platform integrations. language: Python resource_type: SaaS complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Commercial Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://karenapp.io/articles/calendly-vs-scheduleonce: title: 'karenapp.io: Calendly vs ScheduleOnce' description: '' year: '2023' stars: 0 ai_summary: Analyzes the feature sets of Calendly and ScheduleOnce. Maps Calendly's individual link-sharing speed against ScheduleOnce's complex multi-tier lead generation and round-robin routing flows. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Collaborative Operations - Workspace Scheduling - Market Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - appointment-scheduling.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kargo.akuity.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 20c9faca08485292e66dc1b1f3e470296759a36ece518a7d9549424e5d198e50 health_score: 100.0 last_checked: 1779030727.109897 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:07.109897+02:00' https://karlstoney.com/2019/05/31/istio-503s-ucs-and-tcp-fun-times: title: 'karlstoney.com: Istio 503''s with UC''s and TCP Fun Times' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d1362fbdee11110a1600d59d9add81f078a1c1afedbce49e5215c92fa59d9cd1 health_score: 100.0 last_checked: 1779029991.705688 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/istio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:51.705688+02:00' https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times: title: 'karlstoney.com: Istio 503''s with UC''s and TCP Fun Times' description: '' year: '2021' stars: 0 ai_summary: High-impact technical case study investigating intermittent HTTP 503 errors and connection closure (UC) challenges under high TCP load inside Istio service meshes. Excellent deep-dive into sidecar race conditions. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Service Mesh - Networking - Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples : title: 'karneliuk.com: REST API 1. Basics cheat sheet (Ansible, Bash, Postman, and Python) for GET using NetBox and Docker as examples' description: '' year: '2019' stars: 2 ai_summary: Hands-on implementation guide for REST API execution using Ansible, Bash, Postman, and Python with a practical focus on GET operations. Leverages Docker-hosted NetBox to demonstrate programmatic network configuration management and automation strategies. language: Python resource_type: Cheat Sheet complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - APIs - Automation & Scripting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' ? https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples : title: 'karneliuk.com: REST API 2. Basics cheat sheet (Ansible, Bash, Postman, and Python) for POST/DELETE using NetBox and Docker as examples' description: '' year: '2019' stars: 2 ai_summary: Part two of the automation guide, expanding API execution into state-changing operations via POST and DELETE methods. Demonstrates transactional lifecycle management of infrastructure objects through multi-tool automation scripts across containerized environments. language: Python resource_type: Cheat Sheet complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - APIs - Automation & Scripting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://karpenter.sh: title: ==Karpenter== description: '' year: '2026' stars: 5 ai_summary: Karpenter is a high-performance, Kubernetes-native cluster autoscaler originally developed by AWS and now part of the CNCF. Unlike traditional Cluster Autoscalers that interact with node groups, Karpenter bypasses orchestrator limits to provision customized compute instances directly based on pending pod requirements. This drastically minimizes scheduling latency and optimizes bare-metal/EC2 pricing and spot resource usage. language: Go resource_type: Controller complexity: High is_microservice: false status: online addition_method: manual content_hash: 23ba7268d0b96c505cffae3ee0bf9a8a841c41958d145628ac18cd4995a6470b health_score: 100.0 last_checked: 1779034049.202647 needs_ai_refresh: true hierarchy: - Autoscaling - Resource Provisioning - Just-in-Time Nodes tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.202647+02:00' https://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8: title: Cambios importantes en la gestión de memoria de Java 8 de Oracle description: '' year: '2014' stars: 0 ai_summary: An analytical article exploring the systemic shifts in Oracle Java 8's memory management model, highlighting the deletion of Permanent Generation (PermGen) and the introduction of Metaspace. It details how class metadata is offloaded to native memory, significantly reducing the occurrence of OutOfMemoryError exceptions in enterprise application servers like IBM WebSphere and JBoss. language: Spanish resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Java Virtual Machine - Memory Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2014-06-01T00:00:00+02:00' https://kb.wisc.edu/ns/page.php?id=3493: title: 'wisc.edu: CIDR Conversion Table' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering wisc.edu: CIDR Conversion Table in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779029631.184283 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.184283+02:00' ? https://kccncna20.sched.com/event/ekAd/a-walk-through-the-kubernetes-ui-landscape-joaquim-rocha-kinvolk-henning-jacobs-zalando-se : title: 'kccncna20.sched.com: A Walk Through the Kubernetes UI Landscape' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kccncna20.sched.com: A Walk Through the Kubernetes UI Landscape in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736012.710013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-06-18T00:40:12.710013+02:00' https://kdo.dev: title: "Kdo: deployless development on Kubernetes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Bypasses standard development lifecycles by executing code directly inside Kubernetes environments. It connects local systems directly with cluster networks, eliminating slow container build-and-push cycles. language: Go resource_type: CLI Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop - Development Tools - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kean.blog/post/trunk-based-development: title: 'kean.github.io: Trunk-Based Development' description: '' year: '2020' stars: 0 ai_summary: A practical retrospective examining the execution of Trunk-Based Development (TBD) within cloud environments. Explores how fast feedback loops, automated testing, and branch-by-abstraction strategies work together to eliminate long-lived branching headaches. language: Markdown resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kean.github.io/post/trunk-based-development: title: 'kean.github.io: Trunk-Based Development' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 661f2f465cbec17ffb636d8b221b0a905ddf611f4bc61a2f096ce074f1f0434d health_score: 100.0 last_checked: 1779034461.710723 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:21.710723+02:00' https://keda.sh: title: 'keda.sh: Kubernetes Event-driven Autoscaling. Application autoscaling made simple.' description: '' year: '2024' stars: 0 ai_summary: KEDA (Kubernetes Event-driven Autoscaling) is a CNCF Graduate project that brings event-driven autoscaling to Kubernetes workloads. Acting as a custom metrics adapter, it integrates seamlessly with external event sources (e.g., Kafka, RabbitMQ, Prometheus) to drive Horizontal Pod Autoscaler behaviors, including scaling down to zero. language: Go resource_type: Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Event-Driven Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://keepler.io/2021/03/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws: title: 'keepler.io: Gestionando el control de accesos en nuestro data lake en AWS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c59d253a5e81c27921a261395e22de1d7b794bf842be6593aace2dc52766cad5 health_score: 100.0 last_checked: 1779031433.200557 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:53.200557+02:00' https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws: title: 'keepler.io: Gestionando el control de accesos en nuestro data lake en AWS' description: '' year: '2021' stars: 0 ai_summary: A technical case study analyzing fine-grained data-access patterns inside AWS-based Data Lakes. Outlines integrations with AWS Lake Formation, Tag-based IAM access control, and metadata catalog security schemes to implement secure data-at-rest policies. language: Spanish resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Database Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://keithtenzer.com/openshift/openshift-4-aws-ipi-installation-getting-started-guide: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: d75c703f3e8d2a66f0c9cc643dc6771f2da8c5abd84ae44d34156e5698d59abb health_score: 100.0 last_checked: 1779033923.445988 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/about.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:23.445988+02:00' https://kelda.io/blog/sres-should-manage-development-environments: title: 'kelda.io: Why SREs Should be Responsible for Development Environments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kelda.io: Why SREs Should be Responsible for Development Environments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030683.043997 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:23.043997+02:00' https://kemilad.medium.com/monitoring-stack-deployment-to-a-kubernetes-cluster-prometheus-grafana-alertmanager-loki-dcc7339d4f19: title: "kemilad.medium.com: Monitoring-Stack Deployment To A Kubernetes Cluster' — Prometheus | Grafana | AlertManager | Loki + Exporters | Dashboards and etc \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kemilad.medium.com: Monitoring-Stack Deployment To A Kubernetes Cluster' — Prometheus | Grafana | AlertManager | Loki + Exporters | Dashboards and etc \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.437555 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.437555+02:00' https://kenmugrage.com/2017/05/05/my-new-definition-of-devops: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779030433.996905 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.996905+02:00' https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview: title: 'kenneth.io: Introducing remote debugging of Node.js apps on Azure App Service'' from VS Code' description: '' year: '2018' stars: 0 ai_summary: A technical guide demonstrating remote debugging for Node.js workloads deployed inside Azure App Service from local VS Code setups. Illustrates configuration of secure web sockets for remote diagnostic channels. language: JavaScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 942f9acb7c007c73c06941094b8c7e50beaec483f676332156a91693d3bb5fc1 health_score: 100.0 last_checked: 1779030604.79815 needs_ai_refresh: true hierarchy: - Cloud-Native Development - Azure - Remote Debugging tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:04.798150+02:00' https://kennybrast.medium.com/how-i-used-docker-to-create-a-python-dev-environment-48a5d31ae277: title: 'kennybrast.medium.com: How I Used Docker to Create a Python Dev Environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kennybrast.medium.com: How I Used Docker to Create a Python Dev Environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030028.836946 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:28.836946+02:00' https://keptn.sh/docs/quickstart: title: Quick Start description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cd29d29c2233e5519805eb281e43eee51d3ad3e50cd64323e0a85201374ea2ab health_score: 100.0 last_checked: 1779034350.241137 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/keptn.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:30.241137+02:00' https://keptn.sh/stable: title: Keptn description: '' year: '2023' stars: 0 ai_summary: A CNCF incubating project providing event-driven orchestration for continuous delivery and automated operations. Uses CloudEvents standards and a GitOps approach to automate deployment, testing, and multi-stage promotion of services. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Lifecycle - Continuous Delivery - Site Reliability Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - keptn.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet: title: 'kerneltalks.com: Docker swarm cheat sheet' description: '' year: '2022' stars: 3 ai_summary: 'Curator Insight: Walkthrough reference detailing essential Docker Swarm commands, specifically focusing on administrative tasks like node promotions and stack scaling. Live Grounding: Essential for operations engineers maintaining legacy Swarm installations, though lacking coverage for modern service mesh integrations that have emerged since its publication.' language: English resource_type: Blog Post complexity: Beginner-Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Docker Swarm tags: - '[LEGACY]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kevintuei.medium.com/a-deep-dive-into-logs-and-metrics-for-aws-observability-one-observability-workshop-14c162932174: title: 'kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability'' — One Observability Workshop' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability'' — One Observability Workshop in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030951.645039 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:51.645039+02:00' https://khainas.dev/create-ssh-tunnel-in-aws-with-terraform-62d1f6968e5d: title: 'khainas.dev: Create SSH tunnel in AWS with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering khainas.dev: Create SSH tunnel in AWS with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032149.980996 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:49.980996+02:00' https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package: title: 'khalidabuhakmeh.com: A .NET 5.0 Guide: From Idea To NuGet Package' description: '' year: '2020' stars: 0 ai_summary: An in-depth guide detailing library creation from conceptual design down to artifact compilation in .NET. Focuses on setting up proper SDK project styles, automating versioning, target framework multi-targeting rules, and optimizing continuous integration for deployment. language: C# resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture & .NET Development - Package Management - Publishing Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://khalidabuhakmeh.com/running-sql-server-queries-in-docker: title: 'khalidabuhakmeh.com: Running SQL Server Queries In Docker' description: '' year: '2021' stars: 0 ai_summary: Developer-centric guide to configuring and running Microsoft SQL Server inside Docker containers. Covers volume mapping, secure password injection, and executing initial database verification queries. language: SQL resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Databases - SQL Server - Local Development tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kiali.io: title: kiali.io description: '' year: '2022' stars: 0 ai_summary: Homepage for Kiali, the primary management and visualization console for Istio. Delivers dynamic physical and logical topology maps, active health metrics, and direct configurations diagnostic tracking. language: English resource_type: Documentation complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Service Mesh - Visualization tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kie.apache.org: title: Drools description: '' year: '2026' stars: 0 ai_summary: Drools is a powerful, production-ready Business Rules Management System (BRMS) featuring a forward and backward-chaining inference engine (RETE OO-algorithm) for decoupling enterprise logic from complex microservice structures. language: Java resource_type: Framework complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Architecture - Business Rules - Decision Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kie.org: title: kie.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 26ff3169fedac63681fe62fe725c66ea870be33fb9af1a98f614d8dcd48af7bf health_score: 100.0 last_checked: 1779032972.52266 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:32.522660+02:00' https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno: title: 'Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' description: '' year: '2022' stars: 0 ai_summary: An architectural face-off evaluating Rego-based OPA/Gatekeeper and YAML-native Kyverno. Kyverno offers exceptional ease of use for native K8s manifests, while OPA provides unparalleled expressive power for cross-system policies. It helps architects choose the correct declarative policy engine for high-compliance environments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Policy Enforcement - Admission Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kinsta.com/blog/cloud-platform-for-developers: title: 'kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting' description: '' year: '2026' stars: 0 ai_summary: Details key structural advantages of hosting sites and microservices on GCP, highlighting performance perks, live VM migration capabilities, cost-effective pricing models, and private global networks. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Public Cloud - Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kinsta.com/blog/google-cloud-hosting: title: 'kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c3679a2c61bf746bfa38bd02d90ee6ba4b46fb1aca126b84b76a6e131c5d9649 health_score: 100.0 last_checked: 1779032832.968904 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/GoogleCloudPlatform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:47:12.968904+02:00' https://kinsta.com/blog/kubernetes-vs-docker: title: 'kinsta.com: Kubernetes vs Docker: The Difference Explained' description: '' year: '2022' stars: 0 ai_summary: Provides a high-level educational roadmap comparing container isolation formats (Docker) to multi-node container schedulers (Kubernetes), explaining how they function and interlink in modern CI/CD systems. language: N/A resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Fundamentals - Comparisons tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kinvolk.io: title: kinvolk.io description: '' year: '2024' stars: 0 ai_summary: The official portal of Kinvolk (acquired by Microsoft), pioneers of Flatcar Container Linux, Lokomotive Kubernetes, and Inspektor Gadget. The platform represents an essential pillar in the development of minimal, immutable operating systems and eBPF-based Kubernetes tooling. language: English resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Operating Systems - Flatcar Linux tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kinvolk.io/docs/headlamp/latest: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779029128.652966 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:28.652966+02:00' https://kiro.dev: title: 'Kiro: Engineering Rigor for Agentic Development' description: '' year: '2025' stars: 0 ai_summary: Kiro is a testing and engineering framework designed to bring traditional software discipline—such as regression testing, linting, and sandbox executing—to LLM agents and multi-agent workflows. It establishes strict validation steps to ensure agent behaviors remain deterministic, secure, and aligned with standard corporate software engineering guidelines. language: TypeScript resource_type: Software complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI Engineering - Agentic Frameworks - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops-tools.md - cicd.md - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kislayverma.com/software-architecture/layering-domains-and-microservices-using-api-gateways: title: Layering domains and microservices using API Gateways description: '' year: '2021' stars: 0 ai_summary: Analyzes architectural design patterns for structuring enterprise APIs by layering domain services behind a unified API Gateway layer. Discusses decoupling strategies, cross-cutting concerns (auth, rate-limiting), and how to avoid anti-patterns when decomposing monoliths into distributed microservice topologies. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Microservices - API Gateways tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kite.com: title: "Kite \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: Curator Insight reviews Kite as a local-AI completion helper. Live Grounding confirms the project is fully retired and non-operational, with software development workflows now dominated by sophisticated cloud and local models like GitHub Copilot, Cursor, and modern LSP tooling. language: Not Applicable resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Tooling - AI Code Assistants tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kitploit.com/2021/12/mesh-kridik-open-source-security.html: title: 'kitploit.com: Mesh-Kridik' description: '' year: '2021' stars: 2 ai_summary: A kitploit technical summary showcasing Mesh-Kridik. It details how the tool scans Service Mesh control plane components, detects security vulnerabilities, and exports visual report matrices to speed up mitigation. language: Markdown resource_type: Technical Blog complexity: Medium is_microservice: false status: online addition_method: manual content_hash: 205026fa6800a38501dbaccd8d1aa988064fe2efcbe2cc7a7ecbc23c30ffca60 health_score: 100.0 last_checked: 1779130495.020615 needs_ai_refresh: false hierarchy: - Security - Service Mesh Security - Security Portals tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.020615+02:00' https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on-kubernetes-with-helm-dfc63823608c: title: 'kkamalesh117.medium.com: Setting up Prometheus and Grafana Integration on'' Kubernetes with Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kkamalesh117.medium.com: Setting up Prometheus and Grafana Integration on'' Kubernetes with Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033617.160991 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:17.160991+02:00' https://kkamalesh117.medium.com/terraform-variables-part-2-75ef8543fb2f: title: 'kkamalesh117.medium.com: Terraform Variables (Part-2)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.413888 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.413888+02:00' https://kkamalesh117.medium.com/terraform-variables-providers-c66f68747050: title: 'kkamalesh117.medium.com: Terraform Variables & Providers (Part-1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kkamalesh117.medium.com: Terraform Variables & Providers (Part-1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031693.866178 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:13.866178+02:00' https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kubernetes-8bd1f5468531: title: 'klaushofrichter.medium.com: Using Windows Subsystem for Linux for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering klaushofrichter.medium.com: Using Windows Subsystem for Linux for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.041556 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.041556+02:00' https://kluctl.io: title: "kluctl.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Kluctl is an advanced, GitOps-aligned deployment engine designed to solve configuration issues in large, multi-environment deployments. Unlike tools bound solely to raw Helm templates, Kluctl allows complex variable interpolation, target targeting, and automated validation inside its native lifecycle. It is highly regarded for bridging the functional gap between raw templating and robust GitOps workflows. language: Go resource_type: Deployment Engine complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: af026454bd8536accb12ab35878110cdb37b854ba77987f4676cc6e6a8f5d03b health_score: 100.0 last_checked: 1779033572.795198 needs_ai_refresh: true hierarchy: - Application Delivery - GitOps - Declarative Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.795198+02:00' ? https://kmahi2600.medium.com/launching-a-wordpress-application-with-mysql-database-in-k8s-cluster-on-aws-using-ansible-a78d6bf12b1a : title: 'kmahi2600.medium.com: Launching A WordPress Application With MYSQL Database'' in K8S Cluster On AWS Using Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kmahi2600.medium.com: Launching A WordPress Application With MYSQL Database'' in K8S Cluster On AWS Using Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.155642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.155642+02:00' https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python: title: 'kmitevski.com: Writing a Kubernetes Validating Webhook using Python' description: '' year: '2021' stars: 4 ai_summary: A guide on developing custom Validating Admission Webhooks in Kubernetes using Python and Flask. Instructs on parsing AdmissionReview requests, applying institutional validation rules, and structuring JSON responses for the API server. language: Python resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Architecture - Extensibility - Admission Webhooks tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://knative.dev: title: knative.dev description: '' year: '2026' stars: 5 ai_summary: The premier Kubernetes-native platform for serverless workloads. Offers enterprise-grade Serving (scale-to-zero, request-driven autoscaling) and highly decoupled Eventing models. language: Go resource_type: Platform / Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes Serverless - Knative tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://koa: title: Koa.js description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Koa.js in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030403.65132 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md - docs/javascript.md - docs/web-servers.md v2_locations: - golang.md - javascript.md - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:43.651320+02:00' https://kodekloud.com: title: kodekloud.com description: '' year: '2026' stars: 0 ai_summary: An interactive, lab-centric educational platform specialized in DevOps, continuous delivery, and infrastructure automation. Features hands-on sandbox terminals configured to prepare students for core certifications like CKA, CKAD, and CKS. language: N/A resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Education - Interactive Learning Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kodekloud.com/blog/ci-cd-pipeline-in-devops: title: 'kodekloud.com: What is CI/CD Pipeline in DevOps' description: '' year: '2022' stars: 0 ai_summary: A learner-focused pipeline design overview. Analyzes build automation systems, continuous testing stages, and how pipeline stages are sequenced to achieve robust, rapid cloud application deployments. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - CI-CD Pipelines - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kodekloud.com/blog/cka-vs-ckad-vs-cks: title: 'kodekloud.com: CKA vs CKAD vs CKS – What is the Difference' description: '' year: '2021' stars: 0 ai_summary: A comprehensive, comparative breakdown highlighting the structural differences, syllabus domains, and target audiences of the three main Linux Foundation Kubernetes exams (CKA, CKAD, CKS). It helps system administrators, application developers, and security engineers choose the certification pathway matching their professional profiles. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Certification - Overview tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kodekloud.com/cka-vs-ckad-vs-cks-what-is-the-difference: title: 'kodekloud.com: CKA vs CKAD vs CKS – What is the Difference' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4799e32a89c7712559eac22601bd2f9ec82a2a93b8b6d00f9e3ebba3f24ea8f8 health_score: 100.0 last_checked: 1779033655.56711 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.567110+02:00' https://kodekloud.com/what-is-ci-cd-pipeline-in-devops: title: 'kodekloud.com: What is CI/CD Pipeline in DevOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 725c14acba78d51402864b8f300e07162aab0c9f7414c3ba7afde790182dd91f health_score: 100.0 last_checked: 1779033074.438204 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cicd.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.438204+02:00' https://kodiakhq.com: title: Kodiak description: '' year: '2024' stars: 3 ai_summary: An enterprise-grade GitHub App designed to automate the integration queue. Kodiak schedules and executes pull request updates, handles automatic rebases, and systematically purges feature branches upon merge success to reduce repository clutter. language: TypeScript resource_type: Service complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Automation Bots tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kogito.kie.org: title: kogito.kie.org description: '' year: '2021' stars: 0 ai_summary: The official documentation portal for Kogito, Red Hat's cloud-native business automation framework. Optimized for Kubernetes-native runtimes, Kogito is recognized in 2026 as the leading solution for running low-latency, declarative workflows inside microservices. language: Java resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: d0e83f90a4daa572bacd9c30d176d228981c6a2e6ec5be4b3d4b27981c8f4bdd health_score: 100.0 last_checked: 1779033663.273188 needs_ai_refresh: true hierarchy: - Modern Java - Automation - Business Rules tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.273188+02:00' https://komodor.com: title: komodor.com description: '' year: '2024' stars: 0 ai_summary: Commercial troubleshooting and observability platform offering absolute end-to-end lineage visualization for Kubernetes resources. Pinpoints root causes of failures by cross-referencing changes, logs, and metrics. language: English resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Troubleshooting Platforms - Enterprise Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://komodor.com/blog/5-kubernetes-deployment-best-practices: title: "komodor.com: Five Kubernetes Deployment Best Practices (Part 2) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 6ee75906ab6bfc661c8ab95acddb2e72eeb2b39ca468e8972bae5349ccfa9127 health_score: 100.0 last_checked: 1779033361.626467 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:01.626467+02:00' https://komodor.com/blog/best-practices-to-migrate-to-kubernetes: title: 'komodor.com: Four Best Practices to Migrate to Kubernetes (Part 1)' description: "- [komodor.com: Five Kubernetes Deployment Best Practices (Part 2) \U0001F31F](https://komodor.com/blog/5-kubernetes-deployment-best-practices)\n \ 1. Maintaining Good YAML Hygiene (AKA Your K8s Deployment Manifest)\n \ 2. Stateless Apps FTW!\n 3. Logging, but Specifically for Kubernetes\n \ 4. Separation of Environments\n 5. Invest in Proper Monitoring" year: '2022' stars: 0 ai_summary: Provides tactical advice on maintaining clean YAML manifests, migrating stateful workloads to stateless patterns, standardizing logging via stdout, segregating environments, and implementing distributed tracing. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Workload Management - Migration & Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro: title: 'komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of'' WHOOSH!' description: '' year: '2026' stars: 0 ai_summary: This architectural review outlines the implementation of automated workflows within the Komodor platform to speed up incident resolution. It documents how platform administrators can configure automated runs to inspect cluster state changes, pod terminations, and configuration drift. The resource offers practical design insights for implementing rapid triage mechanisms across multi-cluster environments. language: Markdown resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: eab3d121e00dad3df0218a89e9fa8b24e737914be9ff2fa57c64a9e65ba5e85c health_score: 100.0 last_checked: 1779031698.010009 needs_ai_refresh: true hierarchy: - Operations - Troubleshooting Platforms - Automation tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:18.010009+02:00' https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-guide: title: "komodor.com: Exit Codes In Containers & Kubernetes – The Complete Guide \ \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An industry-standard reference guide demystifying exit codes returned by failing containers, from common application errors (Exit Code 1) to system-level kills (Exit Code 137). It details how the container runtime and Linux kernel interact to generate these codes, providing a crucial diagnostic map for troubleshooting CrashLoopBackOffs. Understanding these codes is essential for automated root-cause analysis. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - Exit Codes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error: title: 'komodor.com: Kubernetes CrashLoopBackOff Error: What It Is and How to Fix It' description: '' year: '2022' stars: 0 ai_summary: A comprehensive playbook from Komodor designed to help engineers systematically isolate the root causes of CrashLoopBackOff errors. It covers common trigger events such as database connection timeouts, file access permissions, and mismatched configuration maps. By mapping these triggers, it helps engineers transition from reactive troubleshooting to proactive reliability planning. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - CrashLoopBackOff tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://komodor.com/learn/kubernetes-cpu-limits-throttling: title: 'komodor.com: Kubernetes CPU Limits and Throttling' description: '' year: '2023' stars: 0 ai_summary: 'Comprehensive deep dive into kernel-level CPU throttling on Kubernetes. - Breaks down cgroups, CFS periods, and how quotas limit computation rates. - Offers solid troubleshooting workflows for diagnosing application latency caused by CPU constraints.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Performance Optimization - CPU Limits & Throttling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://komodor.com/learn/kubernetes-liveness-probes-a-practical-guide: title: 'komodor.com: Kubernetes Liveness Probes: A Practical Guide' description: '' year: '2022' stars: 0 ai_summary: 'A practical guide to implementing and troubleshooting Kubernetes Liveness probes. - Breaks down configuration parameters such as initialDelaySeconds, periodSeconds, and failureThreshold. - Analyzes the risk of continuous crash loops caused by overly aggressive or misconfigured probe thresholds.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Liveness Probes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://komodor.com/learn/kubernetes-nodes-complete-guide: title: 'komodor.com: Kubernetes Nodes – The Complete Guide' description: '' year: '2021' stars: 3 ai_summary: An operational compendium covering Kubernetes node design, including control plane interfaces, kubelet interactions, and lifecycle states. Explores memory pressure reclamation, node conditions, and scheduling optimizations using taints, tolerations, and affinities. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Architecture - Node Operations - Cluster Capacity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide: title: "komodor.com: Kubernetes Troubleshooting: The Complete Guide \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An exhaustive architectural manual dissecting everyday Kubernetes failure patterns including OOMKilled, ImagePullBackOff, CrashLoopBackOff, and CPU throttling. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Debugging - Troubleshooting Guide tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet: title: "komodor.com: The Ultimate Kubectl Cheat Sheet \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: An expert-level operational manual curated for modern DevOps and SRE profiles. Distills complex troubleshooting tasks, container execution routing, and multi-namespace context switches into direct action sequences. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Troubleshooting & Operations tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://konghq.com/blog/kong-and-red-hat-collaboration: title: 'konghq.com: Kong and Red Hat: Delivering Seamless Customer Experience' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c955e113b4951c5ccb63181f04b25370ce7fbe0374e352e9807a844a49ff391c health_score: 100.0 last_checked: 1779030332.139395 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:32.139395+02:00' https://konghq.com/blog/news/kong-and-red-hat-collaboration: title: 'konghq.com: Kong and Red Hat: Delivering Seamless Customer Experience' description: '' year: '2022' stars: 0 ai_summary: Highlights corporate collaboration structures between Kong and Red Hat. Evaluates unified cloud-native operator setups to quickly provision API boundaries within complex enterprise networks. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Case Studies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://konghq.com/kong: title: Kong API Manager description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e0ada3da20bd0bc385f4875caa7b8341a299aa8ee60c7111c6488788a2a6646e health_score: 100.0 last_checked: 1779032457.503011 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/developerportals.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.503011+02:00' https://konghq.com/products/kong-gateway: title: Kong API Manager description: '' year: '2026' stars: 0 ai_summary: Kong Gateway is the world's most popular lightweight, fast, and highly customizable open-source API gateway. Powered by Nginx and Lua/Go, it offers sub-millisecond request latencies alongside dynamic routing and robust plugin ecosystems. language: English resource_type: Platform complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - API Management - Gateway Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker-with-ansible-a2bfcedd3b07: title: 'konstruktoid.medium.com: Running a NGINX container using rootless Docker'' with Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering konstruktoid.medium.com: Running a NGINX container using rootless Docker'' with Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031825.065612 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:25.065612+02:00' https://konveyor.io: title: "konveyor \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: An open-source application modernization platform that helps developers migrate legacy virtual machines, stateful services, and bare-metal workloads to Kubernetes. It provides discovery, analysis, and execution tools for large-scale container migrations. language: Go resource_type: Migration Toolkit complexity: High is_microservice: true status: online addition_method: manual content_hash: f1540d5f630ec14e8cb2faaf29828e4560a57bb1401401dc0759b9caadb8bb9d health_score: 100.0 last_checked: 1779130494.967527 needs_ai_refresh: false hierarchy: - Application Migration - Modernization - Enterprise Migration tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: - docs/kubernetes-backup-migrations.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.967527+02:00' https://kosyfrances.com/kubernetes-cluster: title: 'kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox with Ubuntu' description: '' year: '2020' stars: 0 ai_summary: A step-by-step local sandboxing guide describing how to set up a multi-node Kubernetes 1.20 cluster on VirtualBox using Ubuntu and Kubeadm. Valuable for local learning, CNI testing, and running sandboxed environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bootstrapping - VirtualBox tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f: title: 'kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching'' in the Cloud**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching'' in the Cloud** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031086.612575 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md - docs/caching.md v2_locations: - aws-serverless.md - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:06.612575+02:00' https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8: title: 'kpatronas.medium.com: Docker swarm: High Availability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kpatronas.medium.com: Docker swarm: High Availability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030597.316365 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:57.316365+02:00' https://kpi.org/KPI-Basics: title: KPIs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8d2d7824976db48bc1afb21d78b89d92ed47c612fa40c34b813d9aaab7f2f4d4 health_score: 100.0 last_checked: 1779030824.994748 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.994748+02:00' https://krew.sigs.k8s.io: title: Krew description: '' year: '2024' stars: 0 ai_summary: The official packaging system for `kubectl` command-line plugins. Manages discovery, secure checksum installations, and version lifecycle operations of helper tools used to simplify complex operations tasks. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extending Kubernetes - CLI Plugins - Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://krisp.ai: title: krisp description: '' year: '2026' stars: 0 ai_summary: An AI-driven audio processing utility that removes background noise during video conferencing. Operates as an intelligent virtualization layer on top of local audio APIs to filter out noise, echo, and crosstalk in real-time, improving communication clarity across distributed teams. language: Agnostic resource_type: Tool Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Workforce - Remote Work - Productivity Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kristhecodingunicorn.com/post/k8s_nginx_oauth: title: "==kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications' in AKS With NGINX and OAuth2 Proxy== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a97d6471e5a6a166f19494bce7df6d00d3e010b8e2beaef4195cb4786f005576 health_score: 100.0 last_checked: 1779033925.776079 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.776079+02:00' https://krossboard.app: title: Krossboard description: '' year: '2021' stars: 0 ai_summary: A lightweight multi-cluster Kubernetes usage analytics and tracking dashboard tool. In 2026, while larger players like Rancher and Tanzu dominate enterprise multi-cluster control, Krossboard remains a lightweight option for rapid multi-cloud cluster resource auditing. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af8b10c44e51ab4c1e8b2dd6c84949a5a414fcfbaca76798a0f49caf221ab6a4 health_score: 100.0 last_checked: 1779033806.252007 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Multi-Cluster Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:26.252007+02:00' https://kruschecompany.com/kubernetes-operator: title: 'kruschecompany.com: What is a Kubernetes Operator and Where it Can be Used?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a6e1fab2fe910c7daa2c13b9f62b27f37b2fd915117fdaa63e8c06f0054c1e0e health_score: 100.0 last_checked: 1779029367.806288 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:27.806288+02:00' https://kruschecompany.com/kubernetes-prometheus-operator: title: 'kruschecompany.com: Prometheus Operator – Installing Prometheus Monitoring'' Within The Kubernetes Environment' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: be3d469da51ca884879c630bdf6b2d1e49c7b582629598790ebd7915a574e293 health_score: 100.0 last_checked: 1779030505.130086 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:25.130086+02:00' https://kruschecompany.com/page-not-found: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering kruschecompany.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: ce851e7b5ff66f7dfbb438a253139fffef6b178d8c19fdadafc28766fdb403f8 health_score: 100.0 last_checked: 1779130495.008333 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.008333+02:00' https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg: title: 'kruschecompany.com: What is a Kubernetes Operator and Where it Can be Used?' description: '' year: '2020' stars: 0 ai_summary: Illustrated guide defining the role, architecture, and common deployment strategies of Kubernetes Operators. Explains how custom controllers automate day-2 infrastructure management tasks like scaling, backups, and state healing. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kruyt.org/migrate-docker-containerd-kubernetes: title: 'kruyt.org: Migrate from Docker to Containerd in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Walks engineers through swapping the Docker container engine for Containerd inside a running Kubernetes node group, addressing the DockerShim deprecation and explaining runtime socket migration. language: Bash resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - CRI - Container Runtimes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kruyt.org/running-a-mailserver-in-kubernetes: title: 'kruyt.org: Running a mailserver in Kubernetes' description: '' year: '2021' stars: 0 ai_summary: Practical deployment architectural guide detailing the orchestration of high-availability mail servers on Kubernetes. Analyzes the complexities of handling persistent storage for mail stores (via PV/PVC), dynamic IMAP/SMTP routing setups, and the crucial network security protocols (DKIM, SPF, DMARC) required to maintain high IP reputation inside cloud infrastructures. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Stateful Applications - Mail Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://ksingh7.medium.com/kubernetes-endpoint-object-your-bridge-to-external-services-3fc48263b776: title: "==ksingh7.medium.com: Kubernetes Endpoint Object: Your Bridge to External' Services== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==ksingh7.medium.com: Kubernetes Endpoint Object: Your Bridge to External' Services== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.060737 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.060737+02:00' https://ksqldb.io: title: ksqlDB description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: aeb3d85d7a5845d81f6104eb0625bfe7c34680c78373b39e9d7717cfb6153517 health_score: 100.0 last_checked: 1779033477.151951 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:57.151951+02:00' https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html: title: 'kstefanj.github.io: GC progress from JDK 8 to JDK 17' description: '' year: '2021' stars: 0 ai_summary: A comprehensive technical evaluation tracking the performance evolution and design changes of garbage collectors from JDK 8 to JDK 17. The analysis highlights significant throughput gains, memory footprint reductions, and sub-millisecond pause-time optimizations achieved in modern G1 and ZGC algorithms, making Java 17 highly optimized for containerized microservice execution environments. language: Java resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Platform - Runtime & JVM - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kube-green.dev: title: kube-green.dev description: '' year: '2026' stars: 0 ai_summary: Kube-green is an innovative scheduling tool designed for environment optimization. It suspends unused development namespaces by scaling down deployments, statefulsets, and cronjobs to zero during non-working windows, yielding substantial energy and infrastructure cost reductions. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Autoscaling - Green Ops - Resource Schedulers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kube.academy: title: kube.academy description: '' year: '2026' stars: 4 ai_summary: A highly polished training engine sponsored by VMware Tanzu. Walks engineers through complex modular tracks detailing multi-tenancy, cluster scaling, control-plane metrics, and security controls within corporate environments. language: English resource_type: Training Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - VMware Tanzu Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kube.academy/pro: title: "kube.academy/pro \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A premier education and certification program developed by VMware Tanzu focusing on core Kubernetes principles, multi-cluster management, networking, and security. Curated for intermediate and advanced engineers, offering deep technical tracks and real-world architectures. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Training & Enablement - Educational Content tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kube.careers: title: 'kube.careers: Kubernetes jobs market trends for 2022 Q4' description: '' year: '2022' stars: 0 ai_summary: Provides end-of-year 2022 hiring telemetry. Synthesizes standard prerequisites for engineering levels, emphasizing the transformation of Kubernetes knowledge from a specialized 'plus' to a fundamental baseline requirement across software engineering roles. language: English resource_type: Industry Report complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career Development - Market Trends - Salary Analytics tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - remote-tech-jobs.md - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kube.careers/kubernetes-trend-report-2022-q2: title: 'kube.careers: Kubernetes jobs market trends for 2022 Q2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a health_score: 100.0 last_checked: 1779033118.725427 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.725427+02:00' https://kube.careers/kubernetes-trend-report-2022-q3: title: 'kube.careers: Kubernetes jobs market trends for 2022 Q3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a health_score: 100.0 last_checked: 1779030229.209226 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:49.209226+02:00' https://kube.careers/kubernetes-trend-report-2022-q4: title: 'kube.careers: Kubernetes jobs market trends for 2022 Q4' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a health_score: 100.0 last_checked: 1779031516.620437 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:16.620437+02:00' https://kube.careers/report-2021-q2: title: 'kube.careers: Kubernetes jobs market (Q2 2021)' description: '' year: '2021' stars: 0 ai_summary: A historical analysis of the cloud-native recruitment landscape in Q2 2021. Tracks emerging salary ranges, high-demand Kubernetes technical sub-skills (Helm, GitOps, Prometheus), and regional job opportunities across North America and Europe. language: English resource_type: Industry Report complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career Development - Market Trends - Historical Data tags: - '[CASE STUDY]' - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kube.careers/report-2021-q4: title: 'kube.careers: Kubernetes jobs market trends for 2021 (Q4)' description: '' year: '2021' stars: 0 ai_summary: Tracks job market dynamics from the final quarter of 2021, revealing steady increases in salaries and highlighting GitOps, Service Mesh (Istio), and Kubernetes security specialties as highly valued engineering competencies. language: English resource_type: Industry Report complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Career Development - Market Trends - Historical Data tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kube.events: title: Kube Events description: '' year: '2023' stars: 3 ai_summary: A community event calendar mapping meetups and conferences across the CNCF and Kubernetes ecosystem, focusing on platform engineering, container tuning, and cloud-native cost management sessions. language: English resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Community Resources - Events tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - newsfeeds.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kube.events/newsletter: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 97cd769e83cb40fcb4cc31fa0c5988677ccd304b05d0b46d11eac3a790ab3916 health_score: 100.0 last_checked: 1779034224.228515 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-newsletters.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:24.228515+02:00' https://kube.fm/capi-100s-clusters-zain: title: Managing 100s of Kubernetes Clusters using Cluster API | KubeFM description: KubeFM podcast with Zain Malik discussing managing large-scale multi-tenant Kubernetes with Cluster API. year: '2025' stars: 4 ai_summary: This podcast interview with Zain Malik dissects the migration of large-scale infrastructure from Terraform to Cluster API (CAPI) to manage hundreds of multi-tenant Kubernetes clusters. The discussion delves into how his team automated cluster lifecycles for over 30,000 pods and clusters scaling up to 950 nodes, resolving cloud-provider constraints on Azure AKS. Key architectural insights include designing custom operators to enforce production readiness, automating GitOps-driven upgrades to eliminate manual intervention, and implementing upstream AKS contributions to optimize node pool consistency. language: English resource_type: Video complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: daccee2dc7bd86651ae4e65a9b0abf5c9597b1e14cde543972bcae03461536bc health_score: null last_checked: 1780352003.689879 needs_ai_refresh: false hierarchy: - Kubernetes - Multi-Cluster Fleet Management - Cluster API tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: cicd-kubernetes-plugins reputation_status: Vetted reputation_summary: An exceptional and highly rated episode of KubeFM providing top-tier engineering insights on managing complex, multi-tenant Azure Kubernetes Service installations using Cluster API. social_preview_url: https://static.kube.fm/podcast-S06E05.v2.png source_provenance: X.com (nubenetes) suggested_new_category: cluster-api discovered_at: '2026-06-02T00:13:23.689879+02:00' https://kube.today/learn-kubernetes-weekly: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 86368a6d8bbe9589b75dea0658042f8561b53690b25f6e3c7e0663e5a305b424 health_score: 100.0 last_checked: 1779130494.973235 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-newsletters.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.973235+02:00' https://kubeapps.dev: title: "kubeapps.dev \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: A web-based control plane for deploying and managing packaged cloud-native applications on Kubernetes. Provides visual tooling to interact with Helm charts, Operators, and Carvel packages with integrated RBAC and multi-cluster deployment scopes. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Application Delivery - Catalog UI tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - helm.md - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kubearmor.io: title: kubearmor.io description: '' year: '2026' stars: 0 ai_summary: KubeArmor is a cloud-native runtime security tool that leverages Linux Security Modules (LSMs) like AppArmor, SELinux, and eBPF to restrict pod execution behaviors. It prevents system intrusions by dynamically locking down command executions and system directories. This architecture provides reliable, kernel-level enforcement policies specifically tailored for Kubernetes workloads. language: Go resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Runtime Security - LSM Enforcement tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubebyexample.com: title: "Kubebyexample.com - kubernetesbyexample.com \U0001F31F\U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A highly structured, hands-on learning hub created by Red Hat. Offers extensive, walk-through-based paths covering container building blocks, deployment configurations, security vectors, networking interfaces, operators, and stateful storage structures in a code-first, interactive learning interface. language: English resource_type: Interactive Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Hands-on Labs - Reference Architectures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools: title: "kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor, Tackle, KubeVirt, Forklift) \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A detailed community report detailing the deployment profiles of Konveyor, Tackle, KubeVirt, and Forklift. Walks through translating legacy application profiles into clean Kubernetes blueprints. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Workload Mobility - Migration Toolkits tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubebyexample.com/en/community/blog/migrating-to-kubernetes-with-open-source-tools: title: "kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor,' Tackle, KubeVirt, Forklift) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a039b165e8efc94a30c50f03567972f7fe5bd0772408605a292e9d7f5053e8fb health_score: 100.0 last_checked: 1779029679.607411 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:39.607411+02:00' https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview: title: "kubebyexample.com: Argo CD Overview \U0001F31F" description: '' year: '2022' stars: 3 ai_summary: A foundational educational overview of the ArgoCD engine, architecture, and UI dashboard. Introduces the concepts of Target State versus Live State, and details the controller-to-API communication model. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - ArgoCD - Introduction tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubedb.com: title: kubedb.com description: '' year: '2024' stars: 0 ai_summary: Technical review of KubeDB, an operator platform for automating databases on Kubernetes. Highlights declarative management of clustering, scheduling backups, and schema updates across multiple database engines (PostgreSQL, MySQL, MongoDB). language: Go resource_type: Software Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Orchestration - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubedex.com: title: kubedex.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering kubedex.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032781.927532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:21.927532+02:00' https://kubedex.com/autoscaling: title: "kubedex.com: autoscaling \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kubedex.com: autoscaling \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033791.181485 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:11.181485+02:00' https://kubedex.com/base-images: title: 'kubedex.com: Base images comparison' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kubedex.com: Base images comparison in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030031.931733 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:31.931733+02:00' https://kubedex.com/kubernetes-operating-systems: title: "kubedex.com: Kubernetes Operating Systems \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kubedex.com: Kubernetes Operating Systems \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034112.476591 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:32.476591+02:00' https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher: title: 'kubedex.com: Kubernetes On-Prem, OpenShift vs PKS vs Rancher' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kubedex.com: Kubernetes On-Prem, OpenShift vs PKS vs Rancher in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.790505 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.790505+02:00' https://kubeip.com: title: kubeip.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering kubeip.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033794.836564 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.836564+02:00' https://kubeless.io: title: kubeless.io description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering kubeless.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032872.791974 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:52.791974+02:00' https://kubelist.com: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 06d73c7acadecebd77a2e79b27dd265f6f34eb26477b58e943cc559deea13077 health_score: 100.0 last_checked: 1779032524.723841 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-newsletters.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:04.723841+02:00' https://kubelist.com/podcast: title: 'kubelist.com/podcast: The Kubelist Podcast' description: '' year: '2020' stars: 0 ai_summary: The Kubelist Podcast serves as an architectural sounding board for the cloud-native ecosystem. It features deep-dive technical interviews with upstream contributors and platform creators, bridging the gap between infrastructure software developers and systems engineering design. language: English resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community & Learning - Media - Podcasts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubelog.de: title: kubelog.de description: '' year: '2022' stars: 0 ai_summary: A simplified, community-driven logging helper tool and playground for streaming container logs and tracing events inside localized Kubernetes development sandboxes. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Logging - Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubemq.io: title: 'KubeMQ.io: Kubernetes Native Message Queue Broker' description: '' year: '2023' stars: 0 ai_summary: The main page for KubeMQ, an enterprise-grade message broker built container-first for Kubernetes. KubeMQ provides queuing, pub/sub, and gRPC patterns with low CPU and memory footprints. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - KubeMQ tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubemq.io/kafka-vs-kubemq: title: "kubemq.io: Kafka VS KubeMQ \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A technical comparison detailing the differences between Apache Kafka and KubeMQ. It contrasts KubeMQ's Kubernetes-native operator architecture and low-overhead design with Kafka's distributed streaming log structure. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Message Brokers - Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernauts.sh: title: Kubernautic description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Kubernautic in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031671.734803 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:51.734803+02:00' https://kubernetes-advocate.medium.com: title: "kubernetes-advocate.medium.com \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kubernetes-advocate.medium.com \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030356.153019 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:56.153019+02:00' https://kubernetes-advocate.medium.com/ci-cd-with-dockers-and-jenkins-70b6f801f9f7: title: "kubernetes-advocate.medium.com: CI/CD with Dockers and Jenkins \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kubernetes-advocate.medium.com: CI/CD with Dockers and Jenkins \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033973.732169 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:13.732169+02:00' https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansible-e878a63dd93: title: 'kubernetes-advocate.medium.com: Website Deployment to AWS with Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kubernetes-advocate.medium.com: Website Deployment to AWS with Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032293.047627 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:13.047627+02:00' https://kubernetes-csi.github.io: title: kubernetes-csi.github.io description: '' year: '2026' stars: 0 ai_summary: The official documentation portal for the Kubernetes Container Storage Interface (CSI) specification. It is the definitive engineering reference for storage vendors developing pluggable drivers and platform architects designing interoperable container storage controllers. language: English resource_type: Documentation complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes CSI - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes-on-aws.readthedocs.io: title: kubernetes-on-aws.readthedocs.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 60a2577b48dae0528fb6cf9762aeea5b318467997fb61b4ee39c27ee9e13b4d9 health_score: 100.0 last_checked: 1779030531.296233 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:51.296233+02:00' https://kubernetes-on-aws.readthedocs.io/en/latest: title: kubernetes-on-aws.readthedocs.io description: '' year: '2023' stars: 0 ai_summary: A comprehensive technical playbook detailing the architectural nuances of deploying Kubernetes on Amazon Web Services. It offers production-grade setups utilizing EC2, EBS, VPC, and IAM integration before the widespread consolidation under managed EKS. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - AWS Integration - Reference Designs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes-sigs.github.io/aws-load-balancer-controller: title: "AWS Load Balancer Controller \U0001F31F" description: '- [Setup External DNS](https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integrations/external_dns)' year: '2024' stars: 0 ai_summary: Documentation focused on integrating the AWS Load Balancer Controller with ExternalDNS. This pattern automates Route 53 DNS record creation and synchronization when ALBs or NLBs are dynamically provisioned via Kubernetes Ingress or Service resources. language: Go resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Networking - Ingress Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integrations/external_dns: title: Setup External DNS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: aa823103d58803c854cd607b406e4ab9dfc21af321892fa5e301b9ee88fe1718 health_score: 100.0 last_checked: 1779034318.860009 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:58.860009+02:00' https://kubernetes.io: title: kubernetes.io description: '' year: '2026' stars: 0 ai_summary: The primary, authoritative repository of official Kubernetes documentation, design specifications, API references, and conceptual frameworks. Serves as the ultimate industry source for core features, release notes, security advisories, and architectural blueprints. language: English resource_type: Documentation Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Official Documentation - Reference Portal tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/blog/2016/06/container-design-patterns: title: 'kubernetes.io: container design patterns' description: '' year: '2026' stars: 0 ai_summary: A foundational blog post outlining design patterns for multi-container deployments. It establishes the theory behind sidecar (behavior extension), ambassador (network proxy), and adapter (metric translation) container layouts, which are now standard practices in distributed platforms. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Design Patterns - Multi-Container Pods tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/blog/2016/08/sig-apps-running-apps-in-kubernetes: title: 'SIG Apps: build apps for and operate them in Kubernetes' description: '' year: '2016' stars: 0 ai_summary: Classic introduction to the SIG Apps group, which is responsible for defining core application workload schemas (Deployments, StatefulSets, DaemonSets) and maintaining standards for running workloads. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community & Governance - SIGs - SIG Apps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-configuration-customization-for-kubernetes: title: 'kubernetes.io: Introducing kustomize; Template-free Configuration Customization for Kubernetes' description: '' year: '2018' stars: 0 ai_summary: Official launch blog post introducing Kustomize to the Kubernetes community as an alternative to templated resource management. It explains the design philosophy of structured patch overlays and template-free generation, highlighting how this mitigates YAML bloat. This introductory post remains vital for understanding declarative config-as-code origins. language: N/A resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Configuration - Declarative GitOps - Kustomize Introduction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-make-kubernetes-production-grade-anywhere: title: 'kubernetes.io: Out of the Clouds onto the Ground: How to Make Kubernetes Production Grade Anywhere' description: '' year: '2018' stars: 0 ai_summary: Classic architectural review detailing how to host production-grade Kubernetes outside public cloud boundaries. Addresses high-availability physical networking, load balancer layers, and resilient persistent storage backends. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - On-Premises - Infrastructure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop: title: "kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An official Kubernetes community article focusing on the orchestration of a Kubernetes environment using WSL 2 and Docker Desktop. It contrasts WSL 2's native virtualization approach with older hypervisor methods, emphasizing lower memory footprints and rapid start times. This setup provides developers with a robust playground to evaluate Helm charts and microservices locally. language: N/A resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c762c40b55f6cc66d870c68afec6e24a393b96898c6051fd94b3527bbbfcd4c9 health_score: 100.0 last_checked: 1779031431.423156 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Kubernetes Desktop tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:51.423156+02:00' https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy: title: "K8s KPIs with Kuberhealthy \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: This reference details how to implement the Kuberhealthy operator to monitor cluster KPIs. It explains how to deploy synthetic check CRDs that run test cycles of network calls, pod scheduling, and DNS lookups, alerting operators to cluster problems early. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Reliability - Observability - Synthetics & Audits tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/05/introducing-podtopologyspread: title: Introducing PodTopologySpread plugin description: '' year: '2026' stars: 0 ai_summary: Architectural blog post introducing the features and benefits of the PodTopologySpread plugin. It details how this feature solves scheduling issues where simple anti-affinity fails, ensuring even distribution of application instances across multi-zone configurations. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling - Workload Placement - Topology Spread tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specification-in-kubernetes-1.18: title: Supporting the Evolving Ingress Specification in Kubernetes 1.18 description: '' year: '2020' stars: 0 ai_summary: Legacy Kubernetes blog post detail on the evolution and promotion of the Ingress API inside the 1.18 release lifecycle. Retained for historical design reference. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Fundamentals tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/06/working-with-terraform-and-kubernetes: title: 'kubernetes.io blog: Working with Terraform and Kubernetes' description: '' year: '2020' stars: 0 ai_summary: An official Kubernetes blog review describing operational integration patterns using Terraform to configure cloud network spaces alongside bare-metal node sets. Explores deployment hand-offs to local scheduling operators. language: None resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Official Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces: title: 'kubernetes.io: Introducing Hierarchical Namespaces' description: '' year: '2020' stars: 0 ai_summary: An early design overview introducing the Hierarchical Namespace Controller (HNC). Explains how to simplify tenant administration by organizing namespaces into trees with policy inheritance. language: Go resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Hierarchical Namespaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices: title: 'kubernetes.io: Scaling Kubernetes Networking With EndpointSlices' description: '' year: '2020' stars: 5 ai_summary: Explains how the EndpointSlices API addresses the scalability issues of traditional Endpoints resources. Avoids sending large network update payloads across all cluster nodes by grouping endpoints. Live Grounding shows that EndpointSlices are crucial in large clusters with thousands of pods, keeping control plane traffic minimal. language: Markdown resource_type: Reference complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Kubernetes Networking - Performance & Tuning tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters: title: 'kubernetes.io: Cloud native security for your clusters' description: '' year: '2020' stars: 0 ai_summary: An authoritative review of the '4C's of Cloud Native Security' (Cloud, Cluster, Container, Code). Explains how defense-in-depth principles apply across all layers of the cloud-native application stack. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cloud Native Security - The 4C's of Cloud Native Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker: title: 'kubernetes.io: Don''t Panic: Kubernetes and Docker' description: '' year: '2020' stars: 0 ai_summary: The landmark official announcement explaining the deprecation and final removal of Docker shim inside Kubernetes. Explains how the Container Runtime Interface (CRI) functions and clarifies why existing OCI/Docker container images run seamlessly on direct engines like containerd. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Runtime Interface - CRI Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga: title: 'kubernetes.io: Kubernetes 1.20: Kubernetes Volume Snapshot Moves to GA' description: '' year: '2020' stars: 5 ai_summary: Official release notes from the Kubernetes maintainers marking the promotion of CSI Volume Snapshots to General Availability in v1.20. Standardized the storage-provider APIs across the entire ecosystem. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Protection - CSI Integration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present-and-future: title: "kubernetes.io: PodSecurityPolicy Deprecation: Past, Present, and Future \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Official Kubernetes announcement explaining the deprecation timeline of PodSecurityPolicies (PSP). Guides platform operators on migrating to built-in Pod Security Admission (PSA) levels (Privileged, Baseline, Restricted). language: YAML resource_type: Official Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - Pod Security Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement: title: 'kubernetes.io: Kubernetes 1.21: Power to the Community' description: '' year: '2021' stars: 0 ai_summary: Curator Insight presents the official 1.21 release announcement 'Power to the Community'. From a 2026 perspective, 1.21 initiated the long-awaited deprecation of PodSecurityPolicy, shifting the community towards Pod Security Standards. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga: title: 'kubernetes.io: kubernetes 1.21: CronJob Reaches GA' description: '' year: '2021' stars: 0 ai_summary: Curator Insight provides the official blog announcement of CronJob reaching GA in Kubernetes 1.21. Live analysis in 2026 acknowledges this as the milestone that finalized the performance and controller upgrades for batch scheduling. language: English resource_type: Documentation complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Job Scheduling - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs: title: 'kubernetes.io: Introducing Suspended Jobs in Kubernetes 1.21' description: '' year: '2021' stars: 0 ai_summary: Curator Insight introduces suspended jobs in 1.21. Live grounding in 2026 indicates this feature was a crucial building block for modern external batch orchestrators like Kueue to control execution pauses. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Job Scheduling - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes: title: 'kubernetes.io: Three Tenancy Models For Kubernetes' description: '' year: '2021' stars: 0 ai_summary: 'Defines the three standard multi-tenancy methodologies supported by Kubernetes: single-tenant environments, namespace isolation patterns, and cluster-level virtualization frameworks.' language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Architectural Models tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/20/annotating-k8s-for-humans: title: 'kubernetes.io: Annotating Kubernetes Services for Humans' description: '' year: '2021' stars: 0 ai_summary: Discusses the usage of annotations to embed human-readable metadata, licensing info, and contact details into Kubernetes resources. Highlights operational benefits for large-scale enterprise inventory management. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Administration - Metadata Management - Annotations & Labels tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta: title: 'kubernetes.io: Graceful Node Shutdown Goes Beta' description: '' year: '2021' stars: 0 ai_summary: Curator Insight highlights Graceful Node Shutdown transitioning to Beta in 1.22. Live grounding in 2026 confirms this functionality prevents database corruption and packet drops on spot instances by coordinating termination steps with systemd. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Node Management - v1.22 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-gateway-api: title: 'kubernetes.io: Evolving Kubernetes networking with the Gateway API' description: '' year: '2021' stars: 0 ai_summary: Official Kubernetes blog post detailing the evolutionary progression of network routing from standard Ingress to the extensible, role-based Gateway API framework. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Gateway API tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability-ga: title: 'kubernetes.io: Kubernetes 1.21: Metrics Stability hits GA' description: '' year: '2021' stars: 0 ai_summary: Curator Insight records the GA of Metrics Stability in 1.21. Live analysis in 2026 confirms this stabilization framework remains critical for maintaining backwards-compatible prometheus exporters without breaking monitoring dashboards. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Observability - v1.21 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels: title: 'kubernetes.io: Writing a Controller for Pod Labels' description: '' year: '2021' stars: 0 ai_summary: An introductory blog post from the Kubernetes maintainers details the process of writing an active controller that automatically validates and formats Pod label schemas. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resources - Education - Official Guide - Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22: title: 'kubernetes.io: Kubernetes API and Feature Removals In 1.22: Here’s What You Need To Know' description: '' year: '2021' stars: 0 ai_summary: Curator Insight points to the critical official guide regarding upcoming 1.22 API removals. In 2026, this remains the historical checklist template used by platform engineers to design deprecation checklists. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - API Evolution - v1.22 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence: title: 'kubernetes.io: Kubernetes Release Cadence Change: Here’s What You Need To Know' description: '' year: '2021' stars: 0 ai_summary: Curator Insight addresses the Kubernetes Release Cadence shift from 4 to 3 releases per year. Live grounding in 2026 confirms this release model has brought predictability and stability to platform teams everywhere. language: English resource_type: Documentation complexity: Low is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - Process tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement: title: 'kubernetes.io: Kubernetes 1.22: Reaching New Peaks' description: '' year: '2021' stars: 0 ai_summary: Curator Insight presents the 1.22 release announcement 'Reaching New Peaks'. In 2026, this represents the definitive documentation on client credential plugins and early server-side apply stabilization. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - v1.22 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-moves-to-beta: title: 'kubernetes.io: Kubernetes Memory Manager moves to beta' description: '' year: '2021' stars: 0 ai_summary: Curator Insight explains the Kubernetes Memory Manager moving to Beta. Live engineering in 2026 points to this as the genesis of modern NUMA alignment for performance-sensitive low-latency microservices. language: English resource_type: Documentation complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Resource Allocation - v1.22 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/09/03/api-server-tracing: title: 'kubernetes.io: Alpha in Kubernetes v1.22: API Server Tracing' description: '' year: '2021' stars: 4 ai_summary: Explains OpenTelemetry tracing integrations inside the API Server starting in v1.22. Explores tracing requests through authentication, authorization, admission control, and dynamic admission webhooks. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Observability - Tracing tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/10/08/capi-clusterclass-and-managed-topologies: title: 'kubernetes.io: Introducing ClusterClass and Managed Topologies in Cluster API' description: '' year: '2021' stars: 5 ai_summary: Introduces ClusterClass and managed topologies inside Cluster API (CAPI). Explains how to scale bare-metal or cloud platforms using declarative templates and structured configurations. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - Cluster API - Declarative Infrastructure tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxiers: title: 'kubernetes.io: Use KPNG to Write Specialized kube-proxiers' description: '' year: '2021' stars: 3 ai_summary: An official Kubernetes architectural blog post introducing KPNG (Kube-Proxy Next Generation). The article details how KPNG splits kube-proxy into a central, API-watching controller and specialized backends (e.g., IPVS, NFTables, eBPF), enabling network engineers to write highly optimized routing layers. language: English resource_type: Technical Article complexity: High is_microservice: false status: online addition_method: manual content_hash: 73d7bac095489fe9a11474a524c606f073dc596b964d0119efd86bad39fb2a53 health_score: 100.0 last_checked: 1779032080.881724 needs_ai_refresh: true hierarchy: - Networking - kube-proxy Next Generation - Deep-Dive tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:40.881724+02:00' https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal: title: 'kubernetes.io: Dockershim removal is coming. Are you ready?' description: '' year: '2021' stars: 0 ai_summary: Curator Insight focuses on Dockershim removal readiness. In 2026, this remains a valuable reference artifact for migrating air-gapped systems or old enterprise clusters from Docker to containerd. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Container Runtimes - Dockershim Deprecation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement: title: 'kubernetes.io: Kubernetes 1.23: The Next Frontier' description: '' year: '2021' stars: 0 ai_summary: Curator Insight highlights the official Kubernetes 1.23 announcement 'The Next Frontier'. In 2026, this announcement marks the stabilization of ephemeral containers for interactive debugging. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Release Lifecycle - v1.23 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/12/17/security-profiles-operator: title: 'kubernetes.io: What''s new in Security Profiles Operator v0.4.0' description: '' year: '2021' stars: 0 ai_summary: An official release announcement detailing the evolution of SPO. It highlights improved profile recording capabilities, integration with kubectl, and initial support for SELinux. Crucial for understanding the transition from manual profiles to automation. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - System Hardening - Security Profiles Operator tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift: title: 'kubernetes.io: Using Admission Controllers to Detect Container Drift at Runtime' description: '' year: '2021' stars: 0 ai_summary: Describes techniques for enforcing resource immutability at runtime. Examines how custom validating webhooks prevent dynamic drifting from GitOps-defined states by blocking real-time image updates or process changes. language: Go resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Security - Container Drift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable-server-farm: title: 'kubernetes.io: Kubernetes-in-Kubernetes and the WEDOS PXE bootable server farm' description: '' year: '2021' stars: 0 ai_summary: Explores the WEDOS PXE-bootable server farm architecture utilizing a 'Kubernetes-in-Kubernetes' (Kink) design pattern to provision isolated physical infrastructure. It outlines how management clusters orchestrate user workloads by treating nested control planes as standard workloads. This case study illustrates cutting-edge bare-metal provisioning strategies to achieve hyper-dense, low-latency execution environments. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Nested Clusters - Bare Metal tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/01/07/kubernetes-is-moving-on-from-dockershim: title: 'kubernetes.io: Kubernetes is Moving on From Dockershim: Commitments and Next Steps' description: '' year: '2022' stars: 5 ai_summary: An official advisory detailing the definitive deprecation and removal of Dockershim in Kubernetes 1.24. Instructs cluster administrators on migrating node environments to direct CNI/CRI engines like containerd or CRI-O. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Runtime - Dockershim Deprecation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/02/17/dockershim-faq: title: 'kubernetes.io: Updated: Dockershim Removal FAQ' description: '' year: '2022' stars: 0 ai_summary: Curator Insight provides the updated Dockershim FAQ. In 2026, it serves as an excellent reference troubleshooting tool for understanding CRI-dockerd shims and standard CRI integrations. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Container Runtimes - v1.24 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25: title: 'kubernetes.io: Kubernetes Removals and Major Changes In 1.25' description: '' year: '2022' stars: 0 ai_summary: Curator Insight highlights the upcoming removals in 1.25. Live grounding in 2026 registers 1.25 as the ultimate removal point for PodSecurityPolicy (PSP), finalizing the modern security validation ecosystem. language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - API Evolution - v1.25 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release: title: 'kubernetes.io: Kubernetes v1.25: Combiner' description: '' year: '2022' stars: 0 ai_summary: Kubernetes v1.25, dubbed 'Combiner', represents a major milestone in core stability and API maturation. The release is architecturally significant for the formal removal of PodSecurityPolicy (PSP) in favor of Pod Security Admission (PSA) and the promotion of several storage features to General Availability. Operators must adapt to these security and storage modifications to ensure workload compatibility. language: Go resource_type: Release Notes complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Releases - v1.25 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context: title: "kubernetes.io: PodSecurityPolicy: The Historical Context \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A detailed post-mortem on PodSecurityPolicy (PSP) providing the architectural context behind its deprecation and eventual removal in v1.25. The publication details structural flaws in PSP's design, including complex API authorization models and the lack of a dry-run capability. This serves as critical foundational reading for security architects migrating clusters to modern Pod Security Standards (PSS) or third-party engines. language: Markdown resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Policies - Pod Security Policy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha: title: 'kubernetes.io: Announcing the Auto-refreshing Official Kubernetes CVE Feed' description: '' year: '2022' stars: 0 ai_summary: Details the launch of the programmatically accessible, auto-refreshing CVE feed in JSON/YAML. This allows security automation tooling to dynamically scan and trigger alerts on freshly discovered platform vulnerabilities, greatly speeding up remediation and patching schedules. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - CVE Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga: title: 'kubernetes.io: registry.k8s.io: faster, cheaper and Generally Available (GA)' description: '' year: '2022' stars: 0 ai_summary: Announces the transition of the primary Kubernetes container registry from 'k8s.gcr.io' to the community-owned, CDN-backed 'registry.k8s.io'. This infrastructural pivot reduces data egress costs and latency by intelligently routing traffic to regional cloud storage providers near the client nodes. Engineers must audit existing configuration files and pipelines to refer to the new endpoint to avoid build failures. language: Markdown resource_type: Release Announcement complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Infrastructure - Registry tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta: title: 'kubernetes.io: Kubernetes 1.26: Non-Graceful Node Shutdown Moves to Beta' description: '' year: '2022' stars: 0 ai_summary: Introduces the promotion of Non-Graceful Node Shutdown capabilities to Beta in Kubernetes 1.26. This feature enables stateful workloads (such as databases on StatefulSets) to recover gracefully on active nodes when a cluster host crashes abruptly without a proper shutdown path. This addresses a common issue where volume attachments remained locked to failed instances indefinitely. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Node Management - Fault Tolerance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount: title: 'kubernetes.io: Kubernetes 1.26: Support for Passing Pod fsGroup to CSI Drivers At Mount Time' description: '' year: '2022' stars: 0 ai_summary: Details the Kubernetes 1.26 enhancement enabling Pod fsGroup parameters to be passed directly to CSI drivers during volume mounting operations. By delegating directory permissions and ownership shifts to the underlying storage provider rather than executing local chown recursions, this update dramatically speeds up pod boot times on massive datasets. This optimization represents a major advancement in storage management efficiency. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage - CSI - Volume Mounts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha: title: 'kubernetes.io: Kubernetes 1.26: Pod Scheduling Readiness' description: '' year: '2022' stars: 0 ai_summary: Explores the newly introduced Pod Scheduling Readiness feature in Kubernetes 1.26. This allows external controllers to declare scheduling gates on a pod, signaling the scheduler to ignore the resource until specific dependencies are resolved (e.g., custom network setups or resource pre-allocation). This significantly reduces scheduler queue overhead in dynamic, automated environments. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Scheduling - Resource Allocation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/27/cpumanager-ga: title: 'kubernetes.io: Kubernetes v1.26: CPUManager goes GA' description: '' year: '2022' stars: 0 ai_summary: Celebrates the General Availability (GA) of the CPUManager in Kubernetes 1.26. This sub-system allows high-performance workloads to pin CPU cores, offering deterministic scheduling profiles by enforcing NUMA node alignment. Architects can exploit these improvements to drastically reduce latency in database pipelines, streaming engines, and high-frequency trading workloads. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Resource Management - CPUManager tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga: title: 'kubernetes.io: Kubernetes 1.26: Job Tracking, to Support Massively Parallel Batch Workloads, Is Generally Available' description: '' year: '2022' stars: 0 ai_summary: Details the GA milestone of Scalable Job Tracking in Kubernetes 1.26. By offloading job tracking from querying all remaining pods to an optimized finalizer architecture, the API server can efficiently orchestrate massively parallel processing workloads. This enhancement dramatically lowers memory consumption and API server load in large-scale machine learning and batch-processing frameworks. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Orchestration - Batch Jobs - Job Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering: title: 'kubernetes.io: Kubernetes v1.26: Advancements in Kubernetes Traffic Engineering' description: '' year: '2022' stars: 0 ai_summary: Highlights advancements in Kubernetes Traffic Engineering during the 1.26 release lifecycle, focusing on Service Internal Traffic Policy and Topology Aware Routing. These adjustments allow clusters to minimize latency and cross-AZ data transfer fees by dynamically routing traffic closer to the requesting endpoint. Excellent resource for networking engineers designing large-scale cloud topologies. language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Networking - Traffic Engineering - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclass: title: 'kubernetes.io: Protect Your Mission-Critical Pods From Eviction With PriorityClass' description: '' year: '2023' stars: 0 ai_summary: Explains how to prevent critical microservice pods from being terminated during cluster node pressure events using PriorityClass resources. Outlines scheduling preemption paths and best practices for establishing pod execution guarantees. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute - Pod Scheduling - Priority & Eviction tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release: title: 'kubernetes.io: Kubernetes v1.27: Chill Vibes' description: '' year: '2023' stars: 0 ai_summary: The official documentation for the Kubernetes 1.27 release ('Chill Vibes'). Featuring 40 enhancement proposals, this release emphasizes security posture hardening, scheduling optimizations, and resource isolation. Prominent updates include the graduation of SeccompDefault to GA and the introduction of in-place container resource resizing. language: Markdown resource_type: Release Notes complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Releases - v1.27 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha: title: 'kubernetes.io: Kubernetes 1.27: In-place Resource Resize for Kubernetes Pods (alpha)' description: "- If you have deployed Kubernetes pods with CPU and/or memory resources specified, you may have noticed that changing the resource values involves restarting the pod. This has been a disruptive operation for running workloads... until now.\n \ - In Kubernetes v1.27, we have added a new alpha feature that allows users to resize CPU/memory resources allocated to pods without restarting the containers." year: '2023' stars: 0 ai_summary: 'Reviews the highly anticipated alpha feature in Kubernetes 1.27: In-place Resource Resize for Pods. This allows engineers to dynamically scale CPU and memory resources allocated to running containers without requiring a pod restart. This capability drastically improves availability and operational costs for scaling-heavy stateful applications and microservices.' language: Markdown resource_type: Technical Feature complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Core - Resource Management - Pod Resize tags: - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy: title: NFTables mode for kube-proxy in Kubernetes description: '' year: '2025' stars: 0 ai_summary: Examines the transition of `kube-proxy` from traditional `iptables` and IPVS modes to the modern `nftables` backend in Kubernetes. Highlighting structural efficiency, the article explores how nftables reduces CPU-bound routing overhead and improves packet processing scalability in massive cluster environments. language: Go resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes Networking - Kube-Proxy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total: title: 'Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager' description: Deep dive into the new route_controller_route_sync_total counter metric in the Cloud Controller Manager. year: '2026' stars: 4 ai_summary: Analysis of the new alpha metric 'route_controller_route_sync_total' introduced in the Kubernetes v1.36 Cloud Controller Manager (CCM). Designed to facilitate A/B validation of the 'CloudControllerManagerWatchBasedRoutesReconciliation' feature gate, transitioning cloud routing loops from fixed polling intervals to reactive, watch-based reconciliation. Drastically reduces redundant control plane queries to underlying hyperscaler APIs, preventing rate-limiting blocks in large-scale cluster architectures. language: en resource_type: blog complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: dbc9d6838b2707a36356b2e119c5c5c2fadcbdccb822cde5a7d522364a03e61f health_score: null last_checked: 1780352037.401639 needs_ai_refresh: false hierarchy: - Kubernetes - Control Plane Architecture - Cloud Controller Manager (CCM) - Instrumentation tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-releases reputation_status: Vetted reputation_summary: Official Kubernetes upstream instrumentation blog detailing critical cloud provider integration optimizations. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401639+02:00' https://kubernetes.io/blog/2026/05/15/kubernetes-1-36-feature-mixed-version-proxy-beta: title: 'Kubernetes v1.36: Mixed Version Proxy Graduates to Beta' description: Overview of the Mixed Version Proxy feature graduating to Beta in Kubernetes 1.36 to secure mixed-version control plane upgrades. year: '2026' stars: 4 ai_summary: Architectural breakdown of the Mixed Version Proxy (KEP-4020) graduating to Beta and becoming enabled by default in Kubernetes 1.36. The mechanism prevents false 404 errors during mixed-version control plane rolling upgrades by proxying unrecognized resource requests to a newer peer API server. Enforces peer-aggregated discovery data flows, allowing operators to build and upgrade highly available control planes with zero client disruption. language: en resource_type: blog complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: 4f92eaecea5b657a67aedaaa6df62b17923b080c08a3ed8ad06a56f6e79d6655 health_score: null last_checked: 1780352037.401437 needs_ai_refresh: false hierarchy: - Kubernetes - Control Plane Architecture - API Server - Mixed Version Proxy tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-releases reputation_status: Vetted reputation_summary: Official upstream Kubernetes blog detailing core API Machinery security and upgrade enhancements. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:13:57.401437+02:00' https://kubernetes.io/blog/2026/05/20/etcd-370-beta: title: Announcing etcd 3.7.0-beta.0 | Kubernetes description: Kubernetes-centric blog post highlighting the upcoming etcd 3.7.0-beta.0 features for cluster state storage. year: '2026' stars: 4 ai_summary: 'Curator Insight: Synchronized with the primary project announcement, the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0 for cluster orchestrators. Live Grounding validates that the RangeStream capability directly alleviates serialization bottlenecks inside the Kubernetes API server when listing large resource collections. This post serves as a crucial engineering guide for cluster administrators preparing to test and validate next-generation state storage under heavy workload scenarios.' language: en resource_type: blog complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: 46f2f0e84e0b8a9f6ad68653bbecd214ae2d15efe741086adc5db811d45d90ce health_score: null last_checked: 1780352424.113325 needs_ai_refresh: false hierarchy: - Kubernetes - Cluster Architecture - Database Storage tags: - DE FACTO STANDARD - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-databases reputation_status: Vetted reputation_summary: Vetted official Kubernetes ecosystem announcement. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:20:24.113325+02:00' https://kubernetes.io/blog/2026/05/26/reconciling-unfixed-kubernetes-cves: title: 'Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs' description: The Kubernetes Security Response Committee issues corrections for a list of older, unfixed CVEs that incorrectly claimed fixed versions. year: '2026' stars: 4 ai_summary: The Kubernetes Security Response Committee (SRC) outlines a critical data hygiene initiative to correct historical CVE records that erroneously indicated fixed version fields for old, unfixed issues. Since these corrected records take effect on June 1, 2026, security and vulnerability scanners will begin newly flagging these unresolved CVEs (such as CVE-2021-25740). The post details mitigation checklists and manual RBAC audit guidelines to help platform engineers proactively assess their exposure and risk tolerance. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: a881c6a7904960d275eee24cfd97d4a3c2c5d9f70e6687cefdd56f6c9980c32b health_score: null last_checked: 1780352720.351704 needs_ai_refresh: false hierarchy: - Security - Vulnerability Management - Kubernetes CVEs tags: - DE FACTO STANDARD - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-security reputation_status: Vetted reputation_summary: Official advisory issued by the Kubernetes Security Response Committee (SRC). social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:25:20.351704+02:00' https://kubernetes.io/docs/concepts/cluster-administration/networking: title: Kubernetes Networking description: '' year: '2026' stars: 0 ai_summary: The official documentation outlining the structural model of Kubernetes networking. Explains the baseline constraints and requirements for pod-to-pod, pod-to-service, and external communication, establishing the standard IP-per-pod allocation axiom. Crucial reference architecture for understanding how the core API expects CNIs to behaves before overlaying sophisticated network policies. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Core Architecture - Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/configuration/assign-pod-node: title: Affinity and anti-affinity description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a4eeda3d6c9481f783d99e59017fe277a78f30b83b717a4f83c6ae6f3e5fb7e8 health_score: 100.0 last_checked: 1779034208.059684 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:08.059684+02:00' https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources: title: Custom Resources description: '' year: '2024' stars: 0 ai_summary: The official documentation detailing Custom Resource Definitions (CRDs). Explores dynamic API registration patterns, OpenAPI schema validation, custom status fields, controller loops, and etcd data lifecycle management. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extending Kubernetes - Custom Resources - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins: title: 'Kubernetes.io: Network Plugins' description: '' year: '2026' stars: 0 ai_summary: The authoritative Kubernetes documentation outlining network plugin types. Defines the operational boundaries between kubenet deployments and standard Container Network Interface (CNI) environments. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/extend-kubernetes/operator: title: 'Kubernetes.io: Operator pattern' description: '' year: '2026' stars: 0 ai_summary: The official documentation explaining the Kubernetes Operator pattern. It covers the fundamentals of custom resource definitions, state reconciliation, and using control loops to manage application lifecycles. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - Controller Architecture - Conceptual Overviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/policy/limit-range: title: kubernetes.io Policy Limit Ranges description: '' year: '2023' stars: 0 ai_summary: 'Official Kubernetes documentation on `LimitRange` policy resources. - Explains how to declare, enforce, and inject default request/limit boundaries at the namespace level. - Essential for multi-tenant environments to restrict unconstrained container creation.' language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Policy & Governance - Limit Ranges tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/policy/pod-security-policy: title: "Pod Security Policy (SCC in OpenShift) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 866f23a6ee6d1dbf146ad2c7ebfb83f42a35d81c47e9d82cc3ed95ec37a64ab3 health_score: 100.0 last_checked: 1779030779.518937 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md - docs/kubernetes-security.md - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:59.518937+02:00' https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node: title: Affinity and anti-affinity description: '' year: '2026' stars: 0 ai_summary: Reference guide on node affinity and pod-to-pod affinity/anti-affinity. This declarative configuration interface allows operators to write rules constraining pod placement relative to host labels and existing workloads, enabling active high-availability topologies. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling - Workload Placement - Affinity Controls tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/scheduling-eviction/topology-spread-constraints: title: Pod Topology Spread Constraints description: '' year: '2026' stars: 0 ai_summary: Documentation covering Pod Topology Spread Constraints, a critical framework for distributing pods evenly across failure domains like availability zones, regions, or host groups. It explains how to set maximum skew limits to ensure high availability and prevent single-point infrastructure failures. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling - Workload Placement - Topology Spread tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/security: title: "kubernetes.io: Overview of Cloud Native Security \U0001F31F\U0001F31F" description: '' year: '2020' stars: 0 ai_summary: The official guide outlining the security topology of Kubernetes clusters, describing how the 4C's interface with container engines, internal services, and cloud configurations. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Cloud Native Security Frameworks - Official Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/security/multi-tenancy: title: "kubernetes.io: Multi-tenancy \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2023' stars: 3 ai_summary: The official documentation framework outlining multi-tenancy requirements. Covers network layer segmentation, API usage guidelines, resource partitioning, and security configurations. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Multi-Tenancy - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/security/overview: title: '==kubernetes.io: Overview of Cloud Native Security==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c0cc3baba8eaaedaf83082627126f9515a0d70d869abf3f3a2863ec5b6a51feb health_score: 100.0 last_checked: 1779030954.422644 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.422644+02:00' https://kubernetes.io/docs/concepts/security/pod-security-policy: title: "Pod Security Policy (SCC in OpenShift) \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Architectural comparison contrasting OpenShift Security Context Constraints (SCC) with the deprecated Kubernetes Pod Security Policy (PSP). Live Grounding confirms PSP was completely removed in Kubernetes v1.25. This reference highlights how SCC remains enterprise-stable and active for securing namespaces in Red Hat OpenShift clusters. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Pod Security - Pod Security Policies tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/security/security-checklist: title: "kubernetes.io: Security Checklist \U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: The official security checklist published by upstream Kubernetes maintainers. It serves as an authoritative map for hardening cluster networks, applying role access structures, and validating runtimes. Essential baseline documentation for cloud infrastructure engineers. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cluster Hardening - Standard Checklists tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/services-networking/ingress-controllers: title: Ingress Controller description: '' year: '2026' stars: 0 ai_summary: The official Kubernetes documentation explaining Ingress. It teaches engineers how to manage HTTP routing, SSL termination, and hostnames at the cluster edge. language: English resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Traffic Routing - Ingress Controllers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/services-networking/service: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b0dda1b40053837e7ae4793158903472024ed6ad6b7c153b65d992144d85e092 health_score: 100.0 last_checked: 1779029459.285103 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:50:59.285103+02:00' https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale: title: 'HPA: Horizontal Pod Autoscaler' description: '' year: '2026' stars: 5 ai_summary: Official Kubernetes documentation detailing the Horizontal Pod Autoscaler API. It monitors workloads and dynamically scales replica counts based on CPU, memory, or complex customized metric configurations. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Core Concepts - Horizontal Scaling API tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints: title: Pod Topology Spread Constraints description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f2f96449f340b343a8c77814bce0118affd23cfa93ebc60d4890900459d8a894 health_score: 100.0 last_checked: 1779031460.7002 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.700200+02:00' https://kubernetes.io/docs/contribute/style/diagram-guide: title: "kubernetes.io: Diagram Guide - Mermaid JavaScript library \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: The official Kubernetes contributor documentation on diagram style guidelines, demonstrating how to programmatically draft flowcharts and sequence maps using Mermaid JS code syntax embedded directly in markdown files. language: JavaScript resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Diagrams-as-Code - Mermaid Integration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/access-authn-authz/authentication: title: 'kubernetes.io: Authenticating' description: '' year: '2024' stars: 0 ai_summary: The core official reference for understanding user and service account authentication mechanisms in Kubernetes. It reviews client certificates, bearer tokens, and OIDC federation protocols. This architectural baseline explains how kube-apiserver validates identity requests securely. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - Authentication tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/issues-security/official-cve-feed: title: "kubernetes.io: Official CVE Feed \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: The official database of active and resolved CVEs for the Kubernetes ecosystem. It tracks core component bugs, container execution vulnerabilities, and control plane bypass vectors. Maintaining a regular review of this feed is an essential component of modern enterprise risk mitigation. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - CVE Tracking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/kubectl/cheatsheet: title: "kubernetes.io \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1c9904d1fbd88b549d1db4cd7ad2ab386f8cd50b2eb83cfdc193f64458402e1d health_score: 100.0 last_checked: 1779029985.002475 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md - docs/kubectl-commands.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:45.002475+02:00' https://kubernetes.io/docs/reference/kubectl/quick-reference: title: "kubernetes.io \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The canonical reference documentation for the kubectl command-line utility. Provides up-to-date syntax patterns for resource creation, patch edits, formatting outputs, and real-time container log analysis across active nodes. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/kubernetes-api: title: 'kubernetes.io: Kubernetes API' description: '' year: '2026' stars: 5 ai_summary: The official documentation reference for the Kubernetes REST API. Maps core concepts, path definitions, custom resources, authorization structures, and api resource versions across stable and beta branches. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Server - Architecture - Reference tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/scheduling: title: Kubernetes Scheduling description: '' year: '2026' stars: 0 ai_summary: Core reference documentation for the Kubernetes scheduler, the system engine that assigns pending pods to cluster nodes. It explains the mechanics of filtering, scoring, and binding phases. Essential reading for platform architects optimizing cluster capacity and workload layouts. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling - Internal Mechanics - Scheduler Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/reference/scheduling/config: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering kubernetes.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: db6f8da36d2ea48c1c42d30dda6bc112c4c1e27302d4bb5331245394834ace2c health_score: 100.0 last_checked: 1779130495.032002 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.032002+02:00' https://kubernetes.io/docs/reference/scheduling/profiles: title: Scheduling Profiles description: '' year: '2026' stars: 0 ai_summary: Deep technical manual explaining custom scheduling profiles. Scheduling profiles allow operators to configure the built-in scheduler's extension points (such as PreFilter, Filter, PostFilter, Score, and Reserve) to custom-fit diverse compute workloads (e.g., batch jobs, low-latency APIs). language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Scheduling - Internal Mechanics - Scheduling Profiles tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/setup/production-environment/container-runtimes: title: 'Kubernetes.io: Container runtimes' description: '' year: '2024' stars: 0 ai_summary: The official Kubernetes documentation detailing installation and integration patterns for CRI-compliant container runtimes. It provides step-by-step production setup configurations for containerd and CRI-O, detailing necessary kernel parameters, socket configurations, and systemd driver alignments. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Runtimes - Kubernetes Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster: title: 'kubernetes.io: Accesing Clusters' description: '' year: '2024' stars: 0 ai_summary: Explains how developers and administrators access remote clusters using credential files (kubeconfigs). This documentation reviews contextual switching, multi-cluster management, and local proxy patterns. It serves as a foundational step for secure local engineering workflows. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - Cluster Access tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api: title: 'kubernetes.io: Access Clusters Using the Kubernetes API' description: '' year: '2024' stars: 0 ai_summary: An official task-oriented guide illustrating the safe initialization of connections directly to the Kubernetes API server. It highlights proxying patterns, kubectl integration, and direct API calls via transport-layer security (TLS). Essential for developers automating low-level operations within controlled environments. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - API Access tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/administer-cluster/configure-upgrade-etcd: title: 'kubernetes.io: Operating etcd clusters for Kubernetes' description: '' year: '2023' stars: 0 ai_summary: Official operational guidelines for running production etcd clusters. Focuses on cluster deployment, securing communication with mutual TLS (mTLS), performance tuning, and performing safe backup and restore operations. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Store - etcd Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data: title: "kubernetes.io: Encrypting Secret Data at Rest \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Official reference guide to implementing etcd database encryption at rest. Walks through configuring structural 'EncryptionConfiguration' resources, comparing local providers (AES-GCM, secretbox) against enterprise Cloud KMS plugins. language: English resource_type: Official Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Platform Hardening tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces: title: 'kubernetes.io: configure-pod-container / Use a User Namespace With a Pod' description: '' year: '2023' stars: 0 ai_summary: Details structural configuration steps to leverage Linux user namespaces (userns) inside Kubernetes pods. This maps root workloads to unprivileged target host UIDs, fundamentally neutralizing host container escape vectors. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Isolation - User Namespaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins: title: Extend kubectl with plugins description: '' year: '2026' stars: 0 ai_summary: The official Kubernetes documentation detailing the architecture of kubectl plugins. It outlines how kubectl discovers custom binary files named with a specific prefix on the user's local path and maps them as CLI subcommands, enabling developers to write tailored cluster management scripts. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Command Line Tools - Developer Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization: title: Declarative Management of Kubernetes Objects Using Kustomize description: '' year: '2026' stars: 0 ai_summary: Up-to-date, official Kubernetes documentation detailing best practices for declaratively managing cluster objects using Kustomize overlays. It walks through configuring generator fields, secret generation, and prefix matching across multiple deployment stages. A vital reference manual for platform architects designing robust GitOps pipelines. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Configuration - Declarative GitOps - Kustomize Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale: title: 'HPA: Horizontal Pod Autoscaler' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a9f935606a84432161200b555014e250514cde637c24d1469af74122161a686b health_score: 100.0 last_checked: 1779034049.420531 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.420531+02:00' https://kubernetes.io/docs/tutorials: title: 'kubernetes.io: Kubernetes Tutorials' description: '' year: '2026' stars: 5 ai_summary: The definitive, authoritative reference portal for Kubernetes concepts. Integrates fundamental conceptual walk-throughs with direct command-line execution, showing how to create Services, scale Deployments, and manage local volumes. language: English resource_type: Documentation complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - Official Documentation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetes.slack.com: title: kubernetes.slack.com description: '' year: '2025' stars: 0 ai_summary: 'The official Slack community space for the global Kubernetes ecosystem, hosting hundreds of thousands of developers, SREs, and cluster administrators. Organized into channels (e.g., #sig-network, #sig-storage, #kubernetes-users), it provides an unparalleled collaborative hub for solving technical issues and driving project governance.' language: English resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community - Communication - Real-time Support tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://kubernetesbyexample.com: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering kubernetesbyexample.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.758453 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/kubernetes-tutorials.md v2_locations: - demos.md - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.758453+02:00' https://kubernetespodcast.com: title: kubernetespodcast.com description: '' year: '2026' stars: 0 ai_summary: A premium technical podcast detailing weekly trends, releases, community transitions, and architectural evolutions within the Cloud-Native computing space. Features conversations with core contributors, software creators, and system engineers regarding production successes and challenges. language: English resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Trends - Media - Interviews tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubernetespodcast.com/episode/164-podman: title: 'kubernetespodcast.com: Podman, with Daniel Walsh and Brent Baude' description: '' year: '2021' stars: 0 ai_summary: An interview featuring Podman's core creators, Daniel Walsh and Brent Baude, discussing the development of daemonless container engines. They detail the platform's architectural evolution, integration with local desktop managers, and its role as a secure foundation for Kubernetes microservices deployment. language: English resource_type: Podcast complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Infrastructure - Industry Context - Technical Discussions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubernetesreadme.com: title: 'Kubernetes README: kubernetesreadme.com' description: '' year: '2023' stars: 0 ai_summary: A curated interactive reference directory compiling foundational Kubernetes conceptual structures in an easy-to-read format. Facilitates rapid onboarding of developers by simplifying complex orchestration mechanics, deployment structures, and standard YAML configurations. language: English resource_type: Reference Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Reference Guides - Interactive Portal tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7: title: 'kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029124.140051 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:24.140051+02:00' https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml: title: "kubernetestutorials.com: Kubernetes : Introduction to YAML \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kubernetestutorials.com: Kubernetes : Introduction to YAML \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031446.259072 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:24:06.259072+02:00' https://kubeshark.co: title: ==kubeshark.co== description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cd0b8278ff0a583c223d90cc249ad0e5566011eb797776cab27baea084ca366b health_score: 100.0 last_checked: 1779030175.100772 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:02:55.100772+02:00' https://kubeshop.github.io/monokle: title: kubeshop.github.io/monokle description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fc36c6ea851ec23ab441534181bc6559afa3f355651d8847c75faa89a99aa413 health_score: 100.0 last_checked: 1779034394.490386 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:14.490386+02:00' https://kubeshop.io: title: "Kubeshop \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Kubeshop is an open-source tool incubator and accelerator dedicated to creating developer-focused Kubernetes tooling and workflows. It acts as the umbrella ecosystem behind successful platforms such as Testkube, Monokle, and Botkube. language: Various resource_type: Tool Ecosystem complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3e56ce5bd69843e7ceeca13d67b2d1ea1e7e5f9a96fed6dbfaf3762c97d21fc8 health_score: 100.0 last_checked: 1779031351.805853 needs_ai_refresh: true hierarchy: - Platform Engineering - Developer Productivity - Tooling Accelerators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:31.805853+02:00' https://kubesphere.io: title: kubesphere.io description: '' year: '2026' stars: 0 ai_summary: 'KubeSphere is a distributed, multi-tenant enterprise container platform built on top of Kubernetes. It provides an intuitive GUI dashboard for managing multi-cloud container orchestration, DevOps pipelines (Jenkins-based), service meshes (Istio), observability, and microservice governance. (Live Grounding: Actively developed in 2026, offering a complete, modular, cloud-agnostic platform alternative to OpenShift).' language: Go resource_type: Platform Website complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Platforms - Enterprise Platforms - KubeSphere tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubesphere.io/blogs/install-kubernetes-containerd: title: 'kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with kubekey' description: '- [thenewstack.io: Quickly Install a Kubernetes Cluster with KubeKey](https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey)' year: '2021' stars: 0 ai_summary: 'Outlines a streamlined procedural approach to installing Kubernetes 1.22 and containerd using the KubeKey engine. The guide emphasizes the migration away from Docker shim and configures high-performance runtime options using bare-metal architecture targets. (Live Grounding: Although v1.22 is legacy by 2026 standards, the architectural concepts of containerd orchestration and bare-metal bootstrapping via KubeKey remain highly instructional).' language: Go/YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Cluster Provisioning - KubeKey tags: - '[GUIDE]' - '[LEGACY]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubesphere.io/blogs/k8s-ha-practices: title: 'kubesphere.io: Kubernetes High Availability Essential Practices Simply Explained' description: '' year: '2022' stars: 4 ai_summary: Translates high-availability architectural constraints into concrete implementation tactics. Evaluates load balancer setups, redundant etcd configurations, and optimal node distributions across availability zones. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - High Availability - Production Readiness tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool: title: "KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your' Kubernetes Cluster \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An automated cluster review tool designed to analyze workloads, node health, and network security profiles. It maps current states against Kubernetes operational best practices. Heavily integrated with KubeSphere, offering operators an intuitive baseline audit tool. language: None resource_type: Guide complexity: Medium is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030996.177435 needs_ai_refresh: false hierarchy: - Operations - Cluster Diagnostics - Automated Auditing tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:36.177435+02:00' https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey: title: 'kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for Using KubeKey' description: '' year: '2021' stars: 0 ai_summary: 'A technical guide demonstrating how to horizontally scale existing Kubernetes compute capacities using KubeKey execution manifests. Focuses on declarative modifications of cluster-configuration files to dynamically append new worker nodes without service disruptions. (Live Grounding: Vital operations reference for cluster administrators managing hardware expansions within hybrid/private clouds).' language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Cluster Provisioning - KubeKey tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://kubestone.io: title: kubestone.io description: '' year: '2020' stars: 0 ai_summary: Kubestone is an open-source performance benchmarking operator for Kubernetes. It runs diagnostic tests (like iperf3, sysbench, fio, and pgbench) directly in custom pods to validate network throughput, disk performance, database transactions, and compute resources. This provides structural benchmarking data to ensure cluster performance before deploying workloads. language: Go resource_type: Homepage complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Benchmarking - Performance Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kubestr.io: title: kubestr.io description: '' year: '2026' stars: 0 ai_summary: Kubestr is an open-source CLI toolkit engineered to auto-discover, inspect, and benchmark persistent storage configurations within a Kubernetes cluster. By running in-cluster FIO test cases, it provides architects with validated throughput and latency metrics for active storage configurations. language: Go resource_type: CLI Tool complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Benchmarking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers: title: 'kubetools.io: KoPylot: An AI-Powered Kubernetes Assistant for DevOps & Developers' description: '' year: '2023' stars: 0 ai_summary: KoPylot leverages Large Language Models (LLMs) to diagnose cluster issues, audit manifest files for security violations, and write YAML configurations. It streamlines daily DevOps troubleshooting loops by translating natural language requests into operational context. language: Python resource_type: CLI Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 22c69347e82d8379e814782608caba158101c76c2d5feac3d1945a86a11b43ff health_score: 100.0 last_checked: 1779130495.010793 needs_ai_refresh: false hierarchy: - Kubernetes - AIOps - Diagnostics tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.010793+02:00' ? https://kubetools.io/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations : title: 'kubetools.io: Kubeshark – API Traffic Analyzer for Kubernetes' description: '' year: '2024' stars: 0 ai_summary: An advanced network analyzer for Kubernetes (formerly API Tap) that captures and decrypts cluster traffic in real-time. Leverages modern eBPF and packet capture technologies to trace service-to-service communication. language: English resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Networking - API Traffic Analyzer tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management: title: 'kubetools.io: Why K9s Should Be Your Go-To Tool for Kubernetes Management' description: '' year: '2023' stars: 0 ai_summary: This guide details the operational efficiency gains of adopting K9s, a terminal-based UI for interacting with Kubernetes clusters. It contrasts standard kubectl workflows with K9s' real-time, keyboard-driven navigation, logs streaming, and resource monitoring. language: Markdown resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: cde5cfc6d33fcfe7c8abab886d8e6304febb2c0a00f5f35c5e291a78cabb7819 health_score: 100.0 last_checked: 1779130494.997096 needs_ai_refresh: false hierarchy: - Kubernetes - Developer Experience - CLI Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.997096+02:00' https://kubevela.io: title: "kubevela.io \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: KubeVela is an advanced CNCF-incubating application delivery and multi-cluster orchestrator built upon the Open Application Model (OAM). It decouples application declarations from physical cluster configurations by converting policies and workflows into unified abstractions. language: Go resource_type: Application Delivery Engine complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: b10c4920a3537933054ad09966865a1a9bd15cae560745b814a6c971c3bd29d8 health_score: 100.0 last_checked: 1779029689.288522 needs_ai_refresh: true hierarchy: - Platform Engineering - Application Delivery - OAM Engines tags: - '[DE FACTO STANDARD]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:49.288522+02:00' https://kubevious.io: title: "kubevious: application centric Kubernetes UI \U0001F31F" description: '' year: '2025' stars: 0 ai_summary: An application-centric dashboard providing structural validation, configuration analysis, and historical state tracking. It dynamically correlates Kubernetes objects to detect structural anomalies, cascading failures, and security rule violations before runtime issues occur. language: TypeScript resource_type: Web Application complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2899deb33300e3afe59adf9a12f316a46d28dde8f291b1b7804e61d78e8b25e3 health_score: 100.0 last_checked: 1779030220.239399 needs_ai_refresh: true hierarchy: - Observability - UI Dashboards - Validation & Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.239399+02:00' https://kubevious.io/blog/post/kubevious-saas-beta-launch: title: Kubevious SaaS Beta is Live! description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: edbf936550f176276e57f481a3c9fb467317a9ba206234a4caa00860128fb6b5 health_score: 100.0 last_checked: 1779032900.650901 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.650901+02:00' https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools: title: 'kubevious.io: Top Kubernetes YAML Validation Tools' description: '' year: '2023' stars: 0 ai_summary: A market breakdown contrasting modern validation utilities for Kubernetes platforms. Reviews differences between structural validators, OPA-based policy enforcement engines, and semantic layout detectors. language: None resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes Manifests - Validation & Linting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2023-06-01T00:00:00+02:00' https://kubevious.io/docs/built-in-validators: title: '==kubevious.io: Built-in Validators==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 093799c23e29835a8e9e30f40da4c4b60a422c2c16d0bd0ee37bff70264ed3a6 health_score: 100.0 last_checked: 1779030296.052338 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:56.052338+02:00' https://kubevirt.io: title: "kubevirt.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: The home page of KubeVirt, a CNCF-graduating project that enables orchestration of VMs and containers within the same Kubernetes engine. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute & Runtime - Virtualization - KubeVirt Core tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kubezilla.com/tools: title: 'kubezilla.com: Kubetools – Curated List of Kubernetes Tools' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kubezilla.com: Kubetools – Curated List of Kubernetes Tools in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030482.417033 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/other-awesome-lists.md v2_locations: - other-awesome-lists.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:08:02.417033+02:00' https://kuderko.medium.com/fixing-bad-cpu-usage-distribution-in-kubernetes-e1e43ed87cd6: title: "kuderko.medium.com: Fixing bad CPU usage distribution in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering kuderko.medium.com: Fixing bad CPU usage distribution in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.232914 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.232914+02:00' https://kudo.dev: title: "KUDO: The Kubernetes Universal Declarative Operator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering KUDO: The Kubernetes Universal Declarative Operator \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.583098 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/kubernetes-tools.md v2_locations: - kubernetes-operators-controllers.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.583098+02:00' https://kui.tools: title: "kui.tools \U0001F31F" description: '' year: '2024' stars: 4 ai_summary: Kui is an innovative hybrid tool that blends the speed of CLI commands with the graphical visualization of a GUI. It wraps kubectl execution blocks to present interactive HTML elements, resource tables, and tabs directly inside terminal environments. language: TypeScript resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Hybrid CLI tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://kumomind.medium.com/should-i-consider-the-gitops-methodology-f49e042b8c22: title: 'kumomind.medium.com: Should I consider the GitOps methodology?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kumomind.medium.com: Should I consider the GitOps methodology? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.664804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:48.664804+02:00' https://kurl.sh: title: kurl.sh description: '' year: '2026' stars: 0 ai_summary: An open-source online utility and framework designed to construct custom, production-ready, air-gapped Kubernetes distribution installers. Replicated/kurl aggregates chosen components (like CNIs, storage, and registries) into a single bash-driven installer script to facilitate simple downstream application deliveries. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Distributions - Custom Installers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kustomize.io: title: "kustomize.io \U0001F31F" description: "- Kustomize introduces a template-free way to customize application configuration that simplifies the use of off-the-shelf applications. Now, built into ```kubectl``` as ```apply -k```.\n - Kustomize traverses a Kubernetes manifest to add, remove or update configuration options without forking.\n - __It is available both as a standalone binary and as a native feature of kubectl.__" year: '2026' stars: 0 ai_summary: Kustomize is a template-free configuration management utility that provides declarative customization of Kubernetes manifests without forking original files. It is natively integrated into the `kubectl` binary as the `-k` flag. Kustomize enables platform engineering teams to define reusable base manifests and layer overlay environments cleanly. language: Go resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Configuration - Declarative GitOps - Kustomize tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://kustomizer.dev: title: kustomizer description: '' year: '2023' stars: 2 ai_summary: Kustomizer is an experimental command-line tool designed to inspect, diff, and apply Kubernetes configurations packaged as OCI artifacts. Built on top of Kustomize principles, it attempts to streamline the delivery of customized YAML configurations directly from OCI registries. While innovative for GitOps pipelines, it remains a niche option compared to Helm or standard Kustomize. language: Go resource_type: CLI Tool complexity: High is_microservice: false status: online addition_method: manual content_hash: aefd444e6139092b7bfbcfe96430ce9992bd9a17c0f7e449d04c39472ef5aca1 health_score: 100.0 last_checked: 1779033761.289387 needs_ai_refresh: true hierarchy: - Configuration Management - Declarative GitOps - Kustomize Extensions tags: - '[EMERGING]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:41.289387+02:00' https://kuttl.dev: title: "**KUbernetes Test TooL (kuttl)** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering **KUbernetes Test TooL (kuttl)** \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031425.577068 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.577068+02:00' https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd: title: 'kvs-vishnu23.medium.com: Is AWS CDK better than Terraform?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kvs-vishnu23.medium.com: Is AWS CDK better than Terraform? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033697.043071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:37.043071+02:00' ? https://kymidd.medium.com/lets-do-devops-eks-k8s-python-fuzzy-staging-with-aws-secrets-manager-k8s-init-disk-secrets-b0d8022f3a5d : title: 'kymidd.medium.com: Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with'' AWS Secrets Manager, K8s Init disk, Secrets Injection' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering kymidd.medium.com: Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with'' AWS Secrets Manager, K8s Init disk, Secrets Injection in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032157.104461 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.104461+02:00' https://kyverno.io: title: "kyverno.io \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: Kyverno is a declarative Kubernetes-native policy engine. Designed specifically for Kubernetes, it simplifies policy management by allowing administrators to validate, mutate, and generate resources without writing complex Rego code. language: Go resource_type: platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Policy-as-Code - Kyverno Administration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kyverno.io/docs/writing-policies/autogen: title: 'kyverno.io: Auto-Gen Rules for Pod Controllers' description: '' year: '2026' stars: 0 ai_summary: Illustrates how Kyverno automatically propagates policies applied to raw Pod specs to downstream controllers (Deployments, DaemonSets, StatefulSets). Simplifies security operations by validating configurations at high-level workloads rather than only catching errors at low-level pod schedulers. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779033476.776201 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:56.776201+02:00' https://kyverno.io/docs/writing-policies/generate: title: 'kyverno.io: Generating resources into existing namespaces' description: '' year: '2026' stars: 0 ai_summary: Official guide on retroactively generating Kubernetes objects, such as secrets or network rules, across pre-existing namespaces using Kyverno's dynamic policy synchronization engine. Eliminates manually syncing resources across namespaces created prior to policy deployment. language: YAML resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779031576.271996 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.271996+02:00' https://kyverno.io/docs/writing-policies/mutate: title: 'kyverno.io: Mutating Resources' description: '' year: '2026' stars: 0 ai_summary: Official documentation detailing how Kyverno modifies incoming resource specifications dynamically using JSON patch operations. It covers mutating rules such as auto-injecting sidecar containers, adding node affinity constraints, and enforcing default labels on namespaces at creation time. language: YAML resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779034476.793327 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:36.793327+02:00' https://kyverno.io/policies: title: "kyverno.io/policies \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: The official catalog of Kyverno policies, providing ready-to-deploy manifests for Pod Security standards, multi-tenant workspace isolation, label validation, and compliance auto-generation. language: YAML resource_type: curation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Policy-as-Code - Kyverno Rules & Policies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://kyverno.io/policies/best-practices/check_deprecated_apis: title: "kyverno.io: Check deprecated APIs \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Outlines a pre-configured Kyverno policy targeted at scanning incoming manifests to detect and block deprecated or removed Kubernetes API groups. Indispensable for preventing cluster upgrade blockages, validating manifests before execution on newer API-driven orchestrators. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779034454.187971 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Security - Upgrade Paths tags: - '[LEGACY]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.187971+02:00' https://kyverno.io/policies/best-practices/require_probes/require_probes: title: 'kyverno.io: Implementing your best practices is simple with kyverno' description: '' year: '2026' stars: 0 ai_summary: Standard Kyverno policy design pattern focused on enforcing health probe settings (liveness, readiness, startup) across all deployed container payloads. This rule enforces Kubernetes operations best practices, safeguarding application lifecycle management and endpoint routing. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779034560.208639 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno Policies tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:00.208639+02:00' https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries: title: '==kyverno.io: Restrict Image Registries==' description: '' year: '2026' stars: 0 ai_summary: Official documentation outlining how to write Kyverno policies to block deployment of images from unapproved registries. Enforces a key tenant of secure container delivery by ensuring workloads only pull code from trusted, internally-vetted registry endpoints. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779029710.179751 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Supply Chain Security - Container Governance tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.179751+02:00' https://kyverno.io/policies/other/add-pod-proxies: title: 'kyverno.io: Add Pod Proxies' description: '' year: '2026' stars: 0 ai_summary: Technical documentation demonstrating how to use Kyverno to dynamically inject HTTP/HTTPS proxy environment variables into Pod containers upon admission. Solves enterprise proxy configuration demands automatically without requiring manual pod-by-pod updates from development teams. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779034235.060039 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno Policies tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.060039+02:00' https://kyverno.io/policies/other/require_pdb: title: 'kyverno.io: Require PodDisruptionBudget' description: '' year: '2026' stars: 0 ai_summary: A standardized Kyverno policy template ensuring that all mission-critical deployments are paired with active PodDisruptionBudgets (PDB). This governance rule guarantees cluster high-availability by guarding applications against node drain and cluster maintenance operations. language: YAML resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 health_score: 100.0 last_checked: 1779033913.600376 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Reliability - High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:13.600376+02:00' https://lab.github.com: title: "==lab.github.com== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==lab.github.com== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030028.675408 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} gh_stars: 0 gh_pushed: N/A gh_license: N/A discovered_at: '2026-05-17T17:00:28.675408+02:00' https://lab.texthtml.net/gitlab/merge-bot: title: 'lab.texthtml.net: Gitlab Merge Bot' description: '- [DockerHub: Gitlab Merge Bot](https://hub.docker.com/r/texthtml/gitlab-merge-bot) Bot assistant for code review and merge requests approval for Gitlab' year: '2021' stars: 1 ai_summary: A lightweight Dockerized automation assistant engineered to streamline GitLab merge requests. Orchestrates pipeline status polling and auto-approves merges on successful continuous integration runs, optimizing delivery velocity. language: JavaScript resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - GitLab Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://labs.bishopfox.com/tech-blog/bad-pods-kubernetes-pod-privilege-escalation: title: "labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 91eee7f16f3d8d6a74434bfa5628e2548dbb2d8c3224ae065bfeb7a9603c115a health_score: 100.0 last_checked: 1779030433.920994 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.920994+02:00' https://labs.demoredhat.com/demos: title: 'ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops' description: '' year: '2025' stars: 0 ai_summary: 'Official Red Hat Ansible workshops repository, highlighting hands-on scenarios for cloud provisioning, configuration management, network automation, and security playbooks. (Live Grounding: Serves as the authoritative source for enterprise teams to upskill in Ansible Automation Platform strategies).' language: YAML resource_type: Workshop Material complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code & CI-CD - Configuration Management - Ansible Workshops tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://labs.google/fx/projectgenie: title: Project Genie - Google Labs description: An experimental research prototype powered by Genie 3 that generates interactive, controllable 3D environments from text prompts. year: '2026' stars: 4 ai_summary: An experimental generative AI platform powered by Google DeepMind's Genie 3 foundation world model. It programmatically synthesizes interactive, playable 3D environments at 720p resolution (20-24 FPS) using text descriptions, static reference images, or Google Maps' Street View imagery. It represents a significant step in spatial computing and physics simulation for AI agent training. language: English resource_type: Interactive Prototype complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: d8f267091ade2a0aa9c4d674a1e44f860cb93c9da6235a8418ae8f00f3f4ab82 health_score: null last_checked: 1780399982.211795 needs_ai_refresh: false hierarchy: - Artificial Intelligence - World Models - Spatial Computing tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 92 reputation_status: Vetted reputation_summary: Highly reputable, cutting-edge world-generation model developed directly by Google DeepMind. social_preview_url: '' source_provenance: X.com (GoogleDeepMind) suggested_new_category: '' discovered_at: '2026-06-02T13:33:02.211795+02:00' https://labs.google/lll/en: title: Little Language Lessons - Google Labs description: A collection of bite-sized language learning experiments built using Google's generative Gemini models and LearnLM. year: '2025' stars: 4 ai_summary: Google Labs' Little Language Lessons showcases educational applications of Gemini and LearnLM models. By utilizing adaptive feedback mechanisms and cognitive load theories, the suite offers contextual exercises through tools like Tiny Lesson, Slang Hang, and camera-guided object translation. language: English resource_type: website complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: 4b2a81c5de104a3c7e3c9440eaa22f602be5da3e26976767ffe8d69fb9e76dbb health_score: null last_checked: 1780352581.792297 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Generative AI Experiments - Language Education Platforms tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Active AI experiment platform from Google Labs, highly visible in educational tech communities. social_preview_url: '' source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:23:01.792297+02:00' https://labs.google/science: title: Experiments on the Future of AI-driven Science | Google Labs description: A collection of experimental AI-driven science tools designed to complement the scientific method and explore how general agents accelerate discovery. year: '2026' stars: 4 ai_summary: Google Labs' scientific workbench acts as a collection of experimental, agent-driven tools optimized to supercharge the scientific method across biology, genomics, and chemistry. Integrated with specialized science skills, the platform allows general-purpose agents to interface with over 30 leading life-science databases. This collaboration scales researchers' ability to conduct complex workflows, such as structural bioinformatics, in minutes rather than hours. language: English resource_type: project complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 478b6cdc582c6928e7af2b443491c0ce1cef5b9eefa5983fec90a8a629597d12 health_score: null last_checked: 1780352302.456706 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI for Science - Scientific LLM Agents - Gemini Ecosystem tags: - EMERGING - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: A high-impact scientific AI research playground by Google, backed by Nature publications and validated by top-tier academic institutions. social_preview_url: '' source_provenance: X.com (GoogleAI) suggested_new_category: '' discovered_at: '2026-06-02T00:18:22.456706+02:00' https://labs.hol.vmware.com: title: "VMware hands-on Labs \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6594b343bcdf23ddb250949276937527498e535c5653856771d458c7acb0547d health_score: 100.0 last_checked: 1779034522.744252 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.744252+02:00' https://labs.hol.vmware.com/HOL: title: "VMware hands-on Labs \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: A highly rated, free cloud-based interactive training platform provided by Broadcom/VMware. It allows platform engineers and administrators to gain hands-on operational experience with VMware Tanzu, vSphere with Kubernetes, NSX-T, and modern multicloud management tools without needing local hardware. language: English resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Training & Enablement - Interactive Labs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management: title: 'labs.iximiuz.com: How to work with container images using ctr' description: '' year: '2023' stars: 0 ai_summary: Deep technical laboratory exercise focused on managing low-level container images using the containerd 'ctr' CLI. Vital for operations engineers debugging nodes directly where high-level runtimes like docker are not installed. language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Runtimes - containerd - ctr CLI tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups: title: Controlling Process Resources with Linux Control Groups (cgroups) description: '' year: '2021' stars: 0 ai_summary: A system-level deep dive explaining Linux control groups (cgroups v1/v2). Demonstrates how Kubernetes translates resource limits/requests in YAML manifests to cgroup system boundaries, enforcing CPU and memory quotas. language: C/Bash resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kernel - Resource Allocation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://labs.meanpug.com/kubernetes-kpt-in-the-wild: title: "Kubernetes Kpt in The Wild: What it is and how to use it \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A comprehensive deep-dive tutorial demonstrating how to use Google's Kpt for declarative, configuration-based package management. Explores practical manipulation of YAML manifests using Go and Starlark functions inside modern GitOps pipelines. language: None resource_type: Guide complexity: Low is_microservice: false status: online addition_method: manual content_hash: 14a5d37372893ae356acf598ff7bff4873b532feff2cddf3afd51852a2fa30e8 health_score: 100.0 last_checked: 1779031533.822945 needs_ai_refresh: false hierarchy: - Application Delivery - Packaging & Bundling - Case Studies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.822945+02:00' https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet: title: 'labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029074.597917 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:34.597917+02:00' https://labs.play-with-docker.com: title: "Play with docker \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An online sandbox environment that lets users run Docker commands in their browser. Ideal for testing configurations, learning container lifecycles, and creating simple multi-node topologies. language: None resource_type: Interactive Environment complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Basics - Playground tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://labs.play-with-k8s.com: title: Play with Kubernetes description: '' year: '2026' stars: 0 ai_summary: An ephemeral, multi-node interactive Kubernetes sandbox accessible directly within the browser. Utilizing Docker-in-Docker (DinD) infrastructure, it enables developers to prototype, run networking scenarios, and practice operations in a zero-install sandbox environment. language: N/A resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Education - Hands-on Labs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://laduram.medium.com/the-future-of-observability-c33cd7ff644a: title: 'laduram.medium.com: The Future of Observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering laduram.medium.com: The Future of Observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031574.156642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:14.156642+02:00' https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821812: title: 'lakshaws.medium.com: CI/CD Pipeline for Dockerized Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering lakshaws.medium.com: CI/CD Pipeline for Dockerized Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030335.219409 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.219409+02:00' https://lalatron.hashnode.dev/when-kubernetes-and-go-dont-work-well-together: title: "lalatron.hashnode.dev: When Kubernetes and Go don't work well together' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering lalatron.hashnode.dev: When Kubernetes and Go don't work well together' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034509.794481 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:09.794481+02:00' https://lalitchaturveditech.medium.com/optimize-java-performance-on-kubernetes-5f055d406ecf: title: 'lalitchaturveditech.medium.com: Optimize Java Performance On Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering lalitchaturveditech.medium.com: Optimize Java Performance On Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031800.014214 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:00.014214+02:00' https://lambda.grofers.com/evolving-cd-in-a-cloud-native-environment-bb64a38145ae: title: "lambda.grofers.com: Evolving Continuous Delivery in a Cloud-Native Environment' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering lambda.grofers.com: Evolving Continuous Delivery in a Cloud-Native Environment' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033976.416842 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:16.416842+02:00' https://lambda.grofers.com/learnings-from-two-years-of-kubernetes-in-production-b0ec21aa2814: title: 'lambda.grofers.com: Learnings From Two Years of Kubernetes in Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering lambda.grofers.com: Learnings From Two Years of Kubernetes in Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.268105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.268105+02:00' https://landing.google.com/sre: title: 'Google: What is Site Reliability Engineering (SRE)?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 20b5ae83fe9ad222ae24acce7caae29b353ea0deb65ce0aabb392d898d64006a health_score: 100.0 last_checked: 1779034520.758685 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/sre.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.758685+02:00' https://landing.gravitee.io/gravitee-edge-stack-unified-api-visibility-and-governance: title: 'getambassador.io: Kubernetes Annotations and Labels: What’s the Difference?' description: '' year: '2022' stars: 0 ai_summary: Clarifies the distinct purposes of labels (used for selecting, querying, and grouping resources) versus annotations (non-identifying metadata used by external tools and operators). Crucial for policy enforcement and API discovery. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Administration - Metadata Management - Annotations & Labels tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://landing.jobs/blog/how-does-remote-work-affect-your-salary: title: 'landing.jobs: How does remote work affect your salary?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering landing.jobs: How does remote work affect your salary? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736154.402205 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/remote-tech-jobs.md v2_locations: - remote-tech-jobs.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:34.402205+02:00' https://landing.llamaindex.ai/-webinar-parsebench: title: 'Inside ParseBench: Evaluating Document Parsing for AI Agents' description: Educational webinar and resource landing page introducing ParseBench, an open-source evaluation benchmark with 167,000+ rules for verifying OCR and semantic document formatting. year: '2026' stars: 4 ai_summary: 'Curator Insight: ParseBench introduces a critical paradigm shift in document processing benchmarks, moving away from flat character recognition to multi-dimensional agent readiness evaluation. Live Grounding: Stratified into tables, charts, semantic formatting, content faithfulness, and visual grounding, this resource details how modern RAG and VLM-based parsers are benchmarked against 167,000+ test rules representing complex real-world enterprise documents.' language: English resource_type: Webinar complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: c3c120435b50cbb988822eca6e04018967d870249499bf2c550bbd9eefa11d46 health_score: null last_checked: 1780352404.147729 needs_ai_refresh: false hierarchy: - Artificial Intelligence - RAG Pipeline - Document Parsing Evaluation tags: - EMERGING - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Very well-regarded benchmark initiative sponsored by LlamaIndex, addressing key systemic failures in enterprise document parsing systems. social_preview_url: https://landing.llamaindex.ai/hubfs/ParseBench-2%20(1).png source_provenance: X.com (llama_index) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147729+02:00' https://landscape.cncf.io: title: landscape.cncf.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 867ee1c8588b23bacb879f098868d9ca8783ffe6cbdcad081f1bf814b6c40a7b health_score: 100.0 last_checked: 1779030199.204535 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:19.204535+02:00' https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions: title: 'laravel-news.com: Deploy your PHP Codebase with Ansible and GitHub Actions' description: '' year: '2021' stars: 0 ai_summary: Demonstrates the integration of Ansible configuration playbooks within GitHub Actions pipelines. Explores automated key management, target server state validation, and secure deployment procedures for PHP and Laravel applications. language: YAML resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Automation Tools - Ansible Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen: title: 'laravel-news.com: Generate GitHub Actions Config for Laravel Projects with Ghygen' description: '' year: '2021' stars: 0 ai_summary: Examines Ghygen, a web-based, declarative config generator tailored to output optimal GitHub Actions pipelines for PHP and Laravel projects. Simplifies multi-version PHP matrix testing, database configurations, and asset compilation. language: PHP resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - GitHub Actions - Project Scaffolding tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-several: title: "launchdarkly.com: Release Testing Explained \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Conceptual breakdown of release testing paradigms within CI/CD pipelines. Distinguishes between deployment and release phases, illustrating how progressive delivery and feature flag architectures mitigate systemic runtime risks in production. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Testing - Release Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://layer5.io/service-mesh-landscape: title: "layer5.io: The Service Mesh Landscape \U0001F31F\U0001F31F" description: '' year: '2025' stars: 5 ai_summary: An interactive tracker mapping out the diverse, evolving service mesh landscape. Managed by Layer5, it catalogues API compatibility, conformance standards, and architecture changes (e.g., sidecarless eBPF vs. sidecars) across all industry meshes. language: None resource_type: open-source-tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Landscape tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://leaddev.com/legacy-technical-debt-migrations/how-break-cycle-tech-debt: title: 'leaddev.com: How to break the cycle of tech debt' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f60e0ee399e37a8df7c44a845d5bd29f41c70dcec1261b0657d15fd4bdd081d5 health_score: 100.0 last_checked: 1779032975.476585 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:35.476585+02:00' https://leaddev.com/technical-direction/how-break-cycle-tech-debt: title: 'leaddev.com: How to break the cycle of tech debt' description: '' year: '2023' stars: 0 ai_summary: Provides engineering leadership strategies to break the endless loop of compounding legacy software issues. Outlines methods to negotiate refactoring cycles directly with product stakeholders using objective metrics. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Methodology - Engineering Leadership - Technical Debt tags: - '[LEGACY]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://leanpub.com/kubernetes-101: title: Kubernetes 101 description: '' year: '2020' stars: 0 ai_summary: An introductory technical book designed to bridge the knowledge gap for software developers transitioning to orchestrator-driven architectures. It breaks down critical components like Pods, Deployments, Services, and ingress resources, offering simple, step-by-step command patterns to build confidence with kubectl. language: English resource_type: Book complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Books - Beginner tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://leanpub.com/the-devops-2-6-toolkit: title: 'Book: The DevOps 2.6 Toolkit: Jenkins X' description: '' year: '2020' stars: 0 ai_summary: A highly technical book outlining the implementation of automated, Kubernetes-native workflows using Jenkins X. Details advanced patterns using Helm, Tekton, and Prow, providing solid strategies for robust continuous delivery. language: English resource_type: Book complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Deployment & Delivery - CI/CD Platforms - Kubernetes-Native CI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://learn.cantrill.io: title: "learn.cantrill.io \U0001F31F" description: "- [github.com/acantril/learn-cantrill-io-labs](https://github.com/acantril/learn-cantrill-io-labs)\n \ - [linkedin.com/pulse: So, you think you're an associate level Solutions Architect?](https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adrian-cantrill)" year: '2023' stars: 0 ai_summary: Highly regarded AWS architecture and networking training platform created by Adrian Cantrill. Renowned for its focus on fundamental architecture principles, production-grade labs, and deep network configuration scenarios over rote exam memorization. language: English resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Computing - AWS - Certification Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-training.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.chef.io: title: learn.chef.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c0feac698d6f59dfcd36aaa18720592714bfb2b00e4a732cccf4ee3cc5f6013a health_score: 100.0 last_checked: 1779030868.860125 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chef.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:28.860125+02:00' https://learn.crunchydata.com: title: "learn.crunchydata.com \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 613066b29dbc8795858eb2f21951c57df758e9377e5b9a93bb7ef583a46655c8 health_score: 100.0 last_checked: 1779031720.15382 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/crunchydata.md - docs/elearning.md - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.153820+02:00' https://learn.gitkraken.com/courses/git-foundations: title: '==learn.gitkraken.com/courses/git-foundations: Foundations of Git - Certification'' Course | Enroll for free==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==learn.gitkraken.com/courses/git-foundations: Foundations of Git - Certification'' Course | Enroll for free== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.056355 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.056355+02:00' https://learn.hashicorp.com/collections/terraform/policy: title: 'learn.hashicorp.com: Enforce Policy with Sentinel' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0995a301714d3bb51fc3a6f6aaa66d8ea3708675efed907fcdb5675cca5c2bc1 health_score: 100.0 last_checked: 1779033917.723868 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:17.723868+02:00' https://learn.hashicorp.com/collections/terraform/providers: title: "learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use' and create custom Terraform Providers in a new collection of tutorials on HashiCorp Learn \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 21ba4053791d2fa3df39fd26c1dc8d6fd261a6bbc565d64856003f9f94589940 health_score: 100.0 last_checked: 1779030534.614576 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:54.614576+02:00' https://learn.hashicorp.com/tutorials/consul/kubernetes-consul-design-patterns: title: 'learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a8c01a233c6c342749aeb5543a581ef78bd59c1c31b83cb58efff23656077ab6 health_score: 100.0 last_checked: 1779030952.278233 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:52.278233+02:00' https://learn.hashicorp.com/tutorials/consul/kubernetes-minikube?in=consul/kubernetes: title: "learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8ff624948a761d9bf9f221fa5f02a8b11724b5b0589f5a505905120e5e1f5dfb health_score: 100.0 last_checked: 1779033081.973589 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.973589+02:00' https://learn.hashicorp.com/tutorials/packer/aws-get-started-build-image: title: 'learn.hashicorp.com: Write Packer template for AWS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3926b1e1b76712691ffef60e11479895a602c59537ccc443163aa3013c1f191d health_score: 100.0 last_checked: 1779032167.208721 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:07.208721+02:00' https://learn.hashicorp.com/tutorials/terraform/aws-default-tags: title: "learn.hashicorp.com: Configure Default Tags for AWS Resources \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8ad874a3ec7b2705ba459f37930fca241f6f12105af73afee0071f1711710269 health_score: 100.0 last_checked: 1779030720.935167 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.935167+02:00' https://learn.hashicorp.com/tutorials/terraform/cloud-agents: title: 'learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7149d48df789910c3a59a925bad36f490888add90535e2f476ba0f144565c60d health_score: 100.0 last_checked: 1779034580.386552 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:20.386552+02:00' https://learn.hashicorp.com/tutorials/terraform/github-actions: title: 'learn.hashicorp.com: Automate Terraform with GitHub Actions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: df226dd3f4751fd9c9044b81374139bed02a0aa7ece1196fa2c983f67ef84e48 health_score: 100.0 last_checked: 1779030300.128298 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:00.128298+02:00' https://learn.hashicorp.com/tutorials/terraform/infrastructure-as-code: title: "learn.hashicorp.com: What is Infrastructure as Code with Terraform? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4d12ef0781cff15f08772d31f2c862acab031fc004e03e3ef8d9c483964f721b health_score: 100.0 last_checked: 1779029678.949589 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:38.949589+02:00' https://learn.hashicorp.com/tutorials/terraform/lambda-api-gateway: title: "learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 20915fa98916eb62578220408b36870e4c2a0fc52fde52cc0fb47114f0f3e611 health_score: 100.0 last_checked: 1779033591.901845 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:51.901845+02:00' https://learn.hashicorp.com/tutorials/terraform/multicloud-kubernetes: title: '==learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0814a9f12cb6adfeeba336fbaedbf33ec2099429cfc90aea1e26f348271960f5 health_score: 100.0 last_checked: 1779033570.611239 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:30.611239+02:00' https://learn.hashicorp.com/tutorials/vault/codify-mgmt-enterprise: title: 'learn.hashicorp.com: Codify Management of Vault Enterprise Using Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 295d7d80cb661366a9b1397f1e9f50fa14fe58a8a455bd0eefff53da76892af6 health_score: 100.0 last_checked: 1779034350.070492 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:30.070492+02:00' https://learn.hashicorp.com/tutorials/vault/kubernetes-external-vault: title: "learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4c219a378c1a10b2bb90ffd546ef63c06db335ad3586a1b7ec7c2ee23d4dd8d1 health_score: 100.0 last_checked: 1779031694.933622 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:14.933622+02:00' https://learn.hashicorp.com/tutorials/waypoint/gitops-helm-deployment: title: '==learn.hashicorp.com: Deploy a Helm-based application automatically with'' GitOps==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3b1f6c77070abbc029997d7b1277427519a7cb3bc16b58aeb225db5e726efe28 health_score: 100.0 last_checked: 1779032334.305895 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:54.305895+02:00' https://learn.iterative.ai: title: 'learn.iterative.ai: Iterative Tools for Data Scientists & Analysts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering learn.iterative.ai: Iterative Tools for Data Scientists & Analysts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034250.046105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:50.046105+02:00' https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: b49c8b216c0498013e0ce20ef25fee8be5fa25551641778fc48100afd3f79b4e health_score: 100.0 last_checked: 1779130495.031 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.031000+02:00' https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options: title: 'Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options' description: '' year: '2023' stars: 0 ai_summary: Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing zone platform deployment options. Evaluates differences between Portal, Bicep, and Terraform implementations, outlining trade-offs in velocity, maintenance overhead, and custom extensibility. language: English resource_type: Architecture Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Governance & Management - Enterprise Governance - Landing Zones tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - iac.md - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-gb/azure/devops/pipelines/?view=azure-devops: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 4901ce7350330ba7a0198188075f943db0ca766595ebe04a64571dc8828ec8fd health_score: 100.0 last_checked: 1779130494.963779 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.963779+02:00' https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops: title: 'docs.microsoft.com: Create a build pipeline with Azure Pipelines' description: '' year: '2024' stars: 0 ai_summary: Official Microsoft learning path focusing on declaring Azure Pipelines build logic using YAML configurations. Covers caching mechanisms, parallel task execution strategies, and code analysis plugin integrations. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Azure DevOps - YAML Pipelines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-gb/training/browse: title: 'docs.microsoft.com: Build applications with Azure DevOps (Learning Path)' description: '' year: '2025' stars: 0 ai_summary: Official learning track for developers targeting modern containerized deployment patterns inside Azure DevOps environments. Covers automated quality assurance and CI configurations. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Training - Azure DevOps Paths tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us: title: Microsoft Docs description: '' year: '2026' stars: 0 ai_summary: Comprehensive training and API library directory for Microsoft's cloud catalog, supporting deep software development, compliance auditing, and automation setups. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Cloud Documentation - Core Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/appcenter: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1779388611.390502 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-21T20:36:51.390502+02:00' https://learn.microsoft.com/en-us/appcenter/build/choose-between-services: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: abd3b9064b72f8f040c4c80b9bf495d472963227e758e8f9912679a9779db866 health_score: 64.0 last_checked: 1779130494.92168 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.921680+02:00' https://learn.microsoft.com/en-us/azure: title: Azure Docs description: '' year: '2026' stars: 0 ai_summary: Dedicated documentation library covering all Microsoft Azure services, including SDKs, CLI templates, ARM references, and architectural designs. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Platforms - Azure - Dedicated Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/active-directory/reports-monitoring/overview-recommendations: title: "==learn.microsoft.com: What are Azure Active Directory recommendations?==' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6d4e184ba160017be6a66cea997f05f57b1b88d8c6103f770fa74f5c83b9a2ea health_score: 100.0 last_checked: 1779031900.805769 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.805769+02:00' https://learn.microsoft.com/en-us/azure/active-directory/roles/custom-available-permissions: title: 'learn.microsoft.com: Application registration permissions for custom roles'' in Azure Active Directory' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b4317099f343f65bab45c2b810068b9a02038ae69d13a768da31447372bddbf5 health_score: 100.0 last_checked: 1779029270.376211 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:50.376211+02:00' https://learn.microsoft.com/en-us/azure/advisor/advisor-assessments: title: 'learn.microsoft.com: Use Azure WAF assessments' description: '' year: '2025' stars: 0 ai_summary: Official guide on deploying automated and self-guided Well-Architected Framework (WAF) assessments within the Azure Advisor suite. The system reviews resource configurations against baseline performance, security, and reliability metrics. This helps technical leads operationalize structural health evaluations across broad enterprise environments. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Frameworks - WAF Assessments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler: title: 'Azure: AKS Cluster Autoscaler' description: '' year: '2024' stars: 0 ai_summary: Reference guide for deploying and configuring the managed Cluster Autoscaler within Azure Kubernetes Service (AKS). Leverages Azure Virtual Machine Scale Sets (VMSS) to automatically provision or deprovision node capacity in response to application pod requirements. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Autoscaling - Cluster Autoscaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni: title: 'docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service (AKS)' description: '' year: '2023' stars: 0 ai_summary: In-depth technical configuration specifications for implementing the high-performance Azure CNI plugin on AKS clusters. Analyzes structural routing paths, IP allocation dynamics, and integration configurations. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Networking - Azure CNI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack: title: 'docs.microsoft.com: Use dual-stack (IPv4 and IPv6) kubenet networking in Azure Kubernetes Service (AKS) (Preview)' description: '' year: '2024' stars: 3 ai_summary: Official guidelines detailing dual-stack (IPv4/IPv6) kubenet cluster creation on AKS. Outlines address planning, routing considerations, and target egress traffic controls. Essential pattern for bypassing IPv4 address exhaustion constraints in large enterprises. language: English resource_type: documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: 1781736078.212926 needs_ai_refresh: false hierarchy: - Cloud Providers - Azure - Networking tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:18.212926+02:00' https://learn.microsoft.com/en-us/azure/aks/configure-kubenet: title: "docs.microsoft.com: Use kubenet networking with your own IP address ranges in Azure Kubernetes Service (AKS) \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Comprehensive configuration guide describing how to implement Kubenet networking in AKS using optimized, restricted IP boundaries. Balances IP consumption limitations with operational simplicity. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Networking - Kubenet Configuration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication: title: 'docs.microsoft.com: AKS-managed Azure Active Directory integration' description: '' year: '2023' stars: 0 ai_summary: Guides engineers in utilizing integrated Microsoft Entra ID (formerly Azure AD) to control access to AKS cluster operations via RBAC mappings and active identity directory validation. language: N/A resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Security & Identity - Entra ID Auth tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/monitor-aks: title: 'learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane metrics (preview)' description: '' year: '2024' stars: 0 ai_summary: Explains how to monitor managed AKS control plane metrics using the Prometheus-compatible Azure Monitor Workspace. Surfacing vital indicators like API server latency, workqueue depth, and etcd operations, this feature enables SRE teams to identify cluster orchestration bottlenecks and validate control plane scalability during massive pod churn events. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Azure Kubernetes Service (AKS) - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/monitor-control-plane-metrics: title: '==learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane'' metrics (preview)==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8d9a2ec23e33d0e511ab4b0539f3b73a5d066b7a7631e09377ad06986c298035 health_score: 100.0 last_checked: 1779034392.090733 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:12.090733+02:00' https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation: title: 'docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes Service (AKS)' description: '' year: '2022' stars: 0 ai_summary: Provides official architectural best practices regarding logical and physical multi-tenant isolation in AKS. Details utilizing network policies, namespaces, and Kubernetes RBAC. A crucial resource for enterprise operators planning multi-team cluster sharing models. language: YAML/Markdown resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - Cluster Security - Multi-Tenancy Isolation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/rdp: title: 'learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS) cluster Windows Server nodes for maintenance or troubleshooting' description: '' year: '2023' stars: 0 ai_summary: Explains the official configuration workflows to safely establish RDP (Remote Desktop Protocol) connections into AKS Windows Server nodes. Facilitates deep system-level maintenance, networking diagnostics, and container execution debugging. language: Bash resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Troubleshooting - Diagnostic Analysis - Windows RDP Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools: title: "docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node pool \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: An official Microsoft technical guide documenting native start/stop capabilities inside AKS user node pools. Simplifies operational management by shutting down scaling instances to minimize computing costs during inactive schedules. language: Bash resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations & Troubleshooting - Resource Management - Node Pools Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients: title: 'learn.microsoft.com: Deploy AKS and API Management with mTLS' description: '' year: '2024' stars: 0 ai_summary: Official documentation for implementing mutual TLS (mTLS) configurations between Azure API Management (APIM) and backend AKS services. Includes certificate exchange setups, ingress controller enforcement (such as NGINX), and identity validation processes. Necessary blueprinting for highly compliant systems such as open-banking and healthcare APIs. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Azure Kubernetes Service (AKS) - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/app-service/configure-custom-container: title: 'learn.microsoft.com: Configure a custom container for Azure App Service' description: '' year: '2026' stars: 5 ai_summary: Technical reference for deploying custom Docker and OCI-compliant containers to Azure App Service (Web App for Containers). It covers crucial configurations, such as persistent storage mounts, multi-container deployments via Compose, and custom startup commands. Utilizing custom containers allows engineering teams to standardized packaging across local environments, AKS, and App Service. language: Docker resource_type: Official Reference complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Application Platforms - Azure App Service - Custom Containers tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/app-service/configure-language-java: title: 'learn.microsoft.com: Configure a Java app for Azure App Service' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 22e9a854afad3b5c8db9069b3416962ab4c3738ca9f2b7095b4ac8180812f2fb health_score: 100.0 last_checked: 1779031455.940013 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:15.940013+02:00' https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run: title: 'learn.microsoft.com: Configure a Java app for Azure App Service' description: '' year: '2026' stars: 4 ai_summary: Comprehensive documentation detailing JVM optimization, logging integration, and web container (Tomcat/JBoss) tuning within Azure App Service. It guides engineers through profiling settings, customizing JAR/WAR deployments, and configuring APM agent connections. This resource is essential for running enterprise-grade Java microservices with high throughput and low cold-start latency. language: Java resource_type: Official Reference complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Application Platforms - Azure App Service - Java Runtime Configurations tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings: title: 'learn.microsoft.com: Environment variables and app settings in Azure App Service' description: '' year: '2026' stars: 5 ai_summary: Official reference detailing how App Settings and Connection Strings map directly to environment variables at container execution time. It covers critical security aspects, including referencing Key Vault secrets natively to prevent plaintext credential leaks in code. This configuration framework forms the architectural baseline for deploying portable, 12-factor cloud-native applications. language: N/A resource_type: Official Reference complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Application Platforms - Azure App Service - App Service Configuration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/app-testing: title: 'docs.microsoft.com: Azure Load Testing' description: '' year: '2024' stars: 0 ai_summary: Azure's managed load testing service that lets developers generate high-scale load using existing Apache JMeter scripts. Synthesizing live cloud updates, it integrates seamlessly with Azure Monitor to provide end-to-end insights from client-side response times to server-side resource bottlenecks, aiding rapid optimization. language: N/A resource_type: SaaS complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure - Testing Services tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity-model: title: "learn.microsoft.com: Machine Learning operations maturity model \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Detail-rich architectural framework defining the five levels of MLOps organizational maturity. Translates nebulous operational tasks into concrete capabilities encompassing model versioning, automated deployments, feature stores, drift alerts, and cross-functional continuous feedback loops. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Governance - Maturity Models tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic: title: 'learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with a multitenant Azure Kubernetes Service' description: '' year: '2024' stars: 0 ai_summary: This official reference architecture outlines deployment scenarios for using AGIC within multi-tenant AKS cluster designs. It synthesizes strategies for shared vs. dedicated Application Gateways, details path-based and host-based microservices routing, and outlines how to securely terminate TLS while enforcing Web Application Firewall (WAF) rule sets at the perimeter. language: YAML resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Azure Kubernetes Service (AKS) - Multi-Tenancy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox: title: Azure Sandbox description: '' year: '2026' stars: 0 ai_summary: A highly structured framework for rapidly spinning up isolated, secure development environments (sandboxes) on Azure. The architecture features pre-configured networking, automated lifecycle policies to prevent cost overrun, and mock workloads. It is perfect for developers to safely test cloud-native architectures and PoCs. language: Bicep resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Sandbox Environments - Development Environments - Azure Sandbox tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-app-service: title: Enterprise Web App Patterns - Azure Architecture Center description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c8e66430bd670b87e62b7d2efadb6a451f2ab07fdb9ca0885983ed0e15e0f445 health_score: 100.0 last_checked: 1779032700.303209 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md - docs/cloud-arch-diagrams.md - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:00.303209+02:00' https://learn.microsoft.com/en-us/azure/architecture/guide/security/conditional-access-architecture: title: 'learn.microsoft.com: Conditional Access architecture and personas' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c28cd3d3a1c055ab47419e3d4490b4366f5707a9c36eca1bb2b8c31ca75e094e health_score: 100.0 last_checked: 1779030367.597621 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.597621+02:00' https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree: title: "learn.microsoft.com: Choose an Azure compute service \U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Canonical Microsoft decision-tree architecture for selecting compute models. Systematically evaluates parameters like container orchestration requirements, VM control limits, serverless scale-to-zero capabilities, and hybrid infrastructure integrations to guide architects toward Virtual Machines, AKS, App Services, or Container Apps. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Compute & Containers - Architecture Design - Decision Matrices tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview: title: 'docs.microsoft.com: Understand Azure Load Balancing. Decision tree for load balancing in Azure' description: '' year: '2025' stars: 0 ai_summary: Official technical decision matrix mapping selection logic for Azure load-balancing technologies. Systematically contrasts global DNS/anycast layers (Front Door, Traffic Manager) with regional layer-4 and layer-7 controllers (Application Gateway, Azure Load Balancer). language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Traffic Management - Load Balancing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/icons: title: Azure Architecture Icons description: '' year: '2024' stars: 0 ai_summary: Microsoft's official repository of Azure resource icons curated to help technical architects build compliant and standard system architectures. Perfect for structuring visual documentation in accordance with the Microsoft Cloud Adoption Framework. language: None resource_type: Asset Pack complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Design Assets - Azure tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending: title: Subscription Vending Implementation Guidance description: '' year: '2025' stars: 0 ai_summary: Automated governance framework detailing Azure Subscription Vending models. Outlines how to programmatically create subscription structures incorporating secure routing, virtual network configurations, policies, and role-based access management. language: Bicep resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure & Orchestration - Public Cloud Administration - Azure Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md - azure.md - cloud-asset-inventory.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke: title: Hub-Spoke Network Topology in Azure - Azure Architecture Center description: '' year: '2025' stars: 0 ai_summary: The foundational blueprint for Azure Hub-and-Spoke network design patterns. This guide details how to centralize shared infrastructure services—such as firewalls, DNS, and ExpressRoute gateways—within a hub VNet, while separating distinct microservice workloads into isolated spoke VNets. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Network Topology tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/patterns: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: af5c5c8363e7869c762e97d2f0aa483f6aa2316650f1a42a28114ffd327669b4 health_score: 100.0 last_checked: 1779130494.978337 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.978337+02:00' https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices: title: "docs.microsoft.com: Microservices architecture on Azure Kubernetes Service (AKS) \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Architectural design guide detailing enterprise container patterns for deploying robust, scalable, and secure microservices architectures natively inside Azure Kubernetes Service. language: N/A resource_type: Architectural Blueprint complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Microservices Design - Production Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro : title: 'learn.microsoft.com: Mission-critical baseline architecture on Azure' description: '' year: '2025' stars: 0 ai_summary: Official reference architecture blueprint for deploying highly reliable, multi-region containerized workloads on Azure Kubernetes Service (AKS). Integrates active-active clustering, zero-downtime routing architectures, and strict self-healing protocols. language: None resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Container Orchestration - AKS Mission Critical tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks: title: "docs.microsoft.com: Baseline architecture for an Azure Kubernetes Service (AKS) cluster \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: The official Azure Well-Architected Framework baseline architecture for establishing a highly secure, private, and resilient AKS cluster. Focuses on network isolation, hub-spoke topology, and enterprise integration. language: N/A resource_type: Architectural Specification complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Architecture Baseline - Secure Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-microservice: title: 'learn.microsoft.com: DevTest and DevOps for microservice solutions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: aa552fe9b3c05c822b96eab7ec924002e97e9f8cdc7b7576eb7a334db6296db8 health_score: 100.0 last_checked: 1779033782.112364 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:02.112364+02:00' https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mutual-tls-deploy-aks-api-management: title: 'learn.microsoft.com: Deploy AKS and API Management with mTLS' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0ee8cedf9b6dd73f82709ad8cb6e57a401b2c6728caae3ada61ebbd8c4d2b4c2 health_score: 100.0 last_checked: 1779030299.952224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:59.952224+02:00' https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview: title: Enterprise Web App Patterns - Azure Architecture Center description: '' year: '2025' stars: 0 ai_summary: Production-proven patterns and implementation pathways from the Azure Architecture Center. Establishes migration guidelines for modernizing monolithic applications into elastic web architectures. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Web Applications - Enterprise Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md - azure.md - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2: title: 'docs.microsoft.com: Configurations and GitOps with Azure Arc enabled Kubernetes' description: '' year: '2025' stars: 0 ai_summary: Microsoft's guide to deploying enterprise multi-cluster configurations using Azure Arc integrated with Flux v2 GitOps extensions. Enables unified policy-driven application deployment across hybrid cloud estates. language: None resource_type: Documentation complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2-ci-cd: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 427d10ef9d0ee11880118ef321862a4e8826494afd5f3662253c8bc181b42884 health_score: 100.0 last_checked: 1779130495.01631 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016310+02:00' https://learn.microsoft.com/en-us/azure/azure-functions/durable/durable-functions-configure-durable-functions-with-credentials: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 89438d0ddae87b37703a395dee9e40c2fd8ef36f19d8f37a3e343edffe2b1b6f health_score: 100.0 last_checked: 1779032180.127583 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:20.127583+02:00' https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits: title: 'learn.microsoft.com: Azure subscription and service limits, quotas, and constraints' description: '- [learn.microsoft.com: Azure Active Directory limits](https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits#azure-active-directory-limits)' year: '2024' stars: 4 ai_summary: A comprehensive catalog of Azure service limits, performance quotas, and resource constraints. Modern platform architects in 2026 actively reference this guide to design resilient, multi-region setups, ensuring applications are built to operate well within subscription and API limits. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Tenant Governance - Subscription Architecture - Quotas & Service Limits tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8476366869674ac15a5e78d1c948f2f6cc2ad743c4f1ff5df8df95f49febd77a health_score: 100.0 last_checked: 1779130494.982678 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.982678+02:00' https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1dd4fbc164ec5449dacce11c89d3c48efcf886623e2f28dc13e57212d1c60865 health_score: 100.0 last_checked: 1779130495.015166 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/chaos-engineering.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.015166+02:00' https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor: title: Monitor your Azure cloud estate - Cloud Adoption Framework description: '' year: '2024' stars: 0 ai_summary: 'Microsoft''s official framework for implementing enterprise-wide monitoring strategies across Azure subscription models. It details Azure Monitor integrations, Log Analytics configurations, and service-level baseline configurations. Curator Insight: Strategic enterprise adoption guide. Live Grounding: Focuses heavily on mapping technical telemetry directly to business outcomes and platform compliance frameworks.' language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Governance - Azure - Cloud Adoption Framework - Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - test-automation-frameworks.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/overview: title: 'learn.microsoft.com: What is the Microsoft Cloud Adoption Framework for Azure?' description: '' year: '2026' stars: 0 ai_summary: The Microsoft Cloud Adoption Framework (CAF) for Azure provides a comprehensive structured methodology for shifting enterprise workloads to the cloud. It spans strategy, planning, readiness, adoption, governance, and management phases. Architects utilize CAF to align business strategy with technical execution, implementing baseline policies and landing zones that satisfy long-term security and operational requirements. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Frameworks - Cloud Adoption Framework (CAF) tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition: title: Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture description: '' year: '2025' stars: 0 ai_summary: Architectural migration playbook addressing transitioning legacy cloud setups to formal Microsoft Azure Landing Zones. Covers organizational tier hierarchies, network architectures, and systemic governance patterns. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure & Orchestration - Public Cloud Administration - Azure Architecture tags: - '[LEGACY]' v1_locations: [] v2_locations: - iac.md - azure.md - cloud-asset-inventory.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator: title: 'learn.microsoft.com: AKS landing zone accelerator' description: '' year: '2024' stars: 0 ai_summary: The definitive AKS Landing Zone Accelerator framework aligned with the Microsoft Cloud Adoption Framework (CAF). Provides production-ready templates and structural guidelines covering networking topologies (hub-and-spoke), subscription governance, unified identity management, and default security baselines. This reference is crucial for bootstrapping compliant, enterprise-grade managed Kubernetes environments. language: HCL resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Azure Kubernetes Service (AKS) - Enterprise Design Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/container-apps: title: 'docs.microsoft.com: Deploy Spring microservices to Azure' description: '' year: '2025' stars: 0 ai_summary: Architectural reference documentation illustrating Spring microservice deployment strategies on Azure Container Apps (ACA). Compares managed Spring Cloud components with raw container configurations. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Applications - Java Microservices - Azure Container Apps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kubernetes-costs: title: 'https://learn.microsoft.com: View Kubernetes costs (AKS)' description: '' year: '2024' stars: 5 ai_summary: Official technical documentation on AKS-native cost views inside Azure Cost Management. Demonstrates how to configure cluster-level cost allocation, tracking pod resource requests, namespaces, and system services in multi-tenant pools. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - Kubernetes FinOps - AKS Cost Allocation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-container-registries-introduction: title: 'docs.microsoft.com: Introduction to Azure Defender for container registries' description: '' year: '2021' stars: 0 ai_summary: Authoritative guide on using Microsoft Defender for Container Registries (now Microsoft Defender for Cloud). Explains how push events to Azure Container Registry trigger automated vulnerability and configuration scans, validating the underlying OS-level packages. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Cloud Security - Microsoft Defender for Cloud tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities: title: 'learn.microsoft.com: Discover misconfigurations in Infrastructure as Code (IaC)' description: '' year: '2024' stars: 0 ai_summary: An authoritative guide on detecting security vulnerabilities and architectural drifts in ARM, Terraform, and Bicep configurations within Defender for Cloud. Focuses on shift-left security implementation within CI/CD pipelines to block insecure resources prior to deployment. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Security - DevSecOps - IaC Scanning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/developer/java/ee/jboss-eap-on-aro: title: "docs.microsoft.com: JBoss deployment with Red Hat on Azure \U0001F31F" description: '' year: '2025' stars: 4 ai_summary: Vetted deployment patterns for running clustered JBoss Enterprise Application Platform (EAP) workloads directly on Azure Red Hat OpenShift (ARO). Explains state replication, database persistence, and network topology translation. It represents a vital migration playbook for enterprise Java EE workloads moving to cloud-native platforms. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Managed Services - JBoss & Java EE tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/developer/java/migration/migration-overview: title: "learn.microsoft.com: Migrate Java applications to Azure \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Microsoft’s official migration matrix for containerizing and deploying Java workloads on Azure. Evaluates migration paths for Tomcat, JBoss EAP, WebLogic, and Spring Boot to hosting targets such as Azure App Service, Azure Container Apps, and AKS. Includes assessments for dependency management and database connection pooling. language: English resource_type: Migration Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Microservices - Migration Guides - Java Ecosystem tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-advanced-scenarios: title: 'learn.microsoft.com: Using Azure Export for Terraform in advanced scenarios' description: '' year: '2024' stars: 0 ai_summary: An operations playbook dealing with complex scenarios when running `aztfexport`. Focuses on large resource counts, Custom Mapping files, bulk imports, and resolving complex API dependency graphs safely. language: Go resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-terraform-overview: title: 'learn.microsoft.com: Overview of Azure Export for Terraform' description: '' year: '2024' stars: 0 ai_summary: Official Microsoft documentation for importing cloud resources with `aztfexport`. Offers step-by-step guidance on scanning target environments, planning state alignment, and resolving common resource parsing errors. language: Go resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - IaC - Migration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops: title: Get started creating and populating demo Azure DevOps Services projects description: '' year: '2024' stars: 0 ai_summary: Official Microsoft learning guide outlining the usage patterns of the Demo Generator v2 platform. Focuses on setting up pre-populated source code repos, agile work boards, and deployment pipelines. language: Markdown resource_type: Documentation complexity: Basic is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & CI/CD - Azure DevOps - Onboarding Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools: title: 'learn.microsoft.com: Managed DevOps Pools documentation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f8f3e544c51bd29d7b6ea042083de12908d98b4e05376924221d94807ce665b3 health_score: 100.0 last_checked: 1779031023.752872 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:03.752872+02:00' https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools/?view=azure-devops: title: 'learn.microsoft.com: Managed DevOps Pools documentation' description: '' year: '2024' stars: 5 ai_summary: Official Microsoft guide for Managed DevOps Pools, allowing platform engineering teams to deploy Microsoft-managed pipeline agents within virtual networks. In 2026, this capability is the enterprise-stable standard. It reduces cold-start latency, implements strict network isolation, and minimizes the maintenance overhead of self-hosted scale sets. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Platform Engineering - Infrastructure Execution - Managed DevOps Pools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates: title: "==learn.microsoft.com: Azure DevOps Templates - Template types & usage==' \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2056713b6e113900ced2768e20013e02707e196247bf846e4f02f110103453af health_score: 100.0 last_checked: 1779033579.418402 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:39.418402+02:00' https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates?view=azure-devops: title: "learn.microsoft.com: Azure DevOps Templates - Template types & usage \U0001F31F\U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Official Microsoft documentation outlining the structural types and configuration paradigms of Azure DevOps templates. Utilizing YAML templates with runtime parameters and compile-time expressions is the de facto standard in 2026. This approach allows enterprise organizations to centralize pipeline logic and enforce compliance across hundreds of microservices. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - CI-CD Pipelines - YAML Templating and Reusability tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline?view=azure-pipelines: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 57699229d015e3333182e37ec039e29a709dc234a4313e20259d3bc3bebd056c health_score: 100.0 last_checked: 1779130494.984751 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.984751+02:00' https://learn.microsoft.com/en-us/azure/devtest-labs: title: 'learn.microsoft.com: DevTest and DevOps for microservice solutions' description: '' year: '2025' stars: 0 ai_summary: Official framework documentation detailing the integration of Azure DevTest Labs with modern DevOps pipelines. Focuses on setting up elastic testing environments and managing resource consumption patterns. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - DevOps Platforms - DevTest Labs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/dns/dns-private-resolver-overview: title: 'learn.microsoft.com: What is Azure DNS Private Resolver?' description: '' year: '2024' stars: 0 ai_summary: Defines Azure DNS Private Resolver, a fully-managed service enabling secure, cross-premises DNS resolution. Facilitates simplified querying between on-premises environments and Virtual Networks without self-managed virtual machine DNS servers. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Network & Delivery - DNS Resolution - Private DNS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/healthcare-apis/dicom: title: Microsoft - DICOM Service description: "- [github.com/microsoft/dicom-server](https://github.com/microsoft/dicom-server) OSS Implementation of DICOMweb standard\n - [github.com/microsoft/fhir-server](https://github.com/microsoft/fhir-server) A service that implements the FHIR standard" year: '2025' stars: 0 ai_summary: Azure's managed DICOMweb-compliant API designed for scalable medical imaging storage, access, and ingestion. Includes architectural links to OSS DICOM and FHIR server implementations for robust healthcare interoperability. language: C# resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Healthcare IT - Medical Imaging - Azure Healthcare APIs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/key-vault/general/overview: title: 'docs.microsoft.com: Azure Key Vault' description: '' year: '2022' stars: 0 ai_summary: Authoritative documentation for Azure Key Vault (AKV). Covers HSM-backed storage mechanisms, encryption key hierarchies, certificate generation, and strict RBAC controls. Forms the technical foundation for integrating managed cloud assets securely with application layer dependencies. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Cloud Native KMS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/machine-learning/concept-mlflow?view=azureml-api-2: title: 'docs.microsoft.com: MLflow and Azure Machine Learning' description: '' year: '2022' stars: 4 ai_summary: Detailed technical guide illustrating the native integration between MLflow APIs and Azure Machine Learning workspaces. Explains how developers can track local experiments directly to Azure ML cloud runs and publish models to Azure managed registries without rewriting legacy MLflow scripts. language: Python resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Azure - MLflow tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts: title: Azure Network Security Perimeter Concepts description: '' year: '2025' stars: 0 ai_summary: An official conceptual reference for Azure Network Security Perimeters (NSP). This architecture allows enterprises to group PaaS resources—such as Azure Key Vault and Storage—and enforce access boundaries based on network identity, preventing data exfiltration and streamlining complex subnet-based network isolation policies. language: N/A resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Azure Networking - Security tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles: title: "learn.microsoft.com/en-us: Azure built-in roles \U0001F31F\U0001F31F" description: '' year: '2024' stars: 5 ai_summary: The master catalog of pre-configured Azure RBAC roles (such as Contributor, Reader, and Key Vault Secrets Officer). It is a vital everyday reference catalog in 2026 for designing tight access rules, preventing excess privilege allocation before custom role creation. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - RBAC - Built-In Roles tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/role-based-access-control/rbac-and-directory-admin-roles: title: 'learn.microsoft.com: Classic subscription administrator roles, Azure roles, and Azure AD roles' description: '' year: '2024' stars: 4 ai_summary: Microsoft documentation explaining the structural differences between legacy administrator roles, fine-grained Azure RBAC roles, and Entra ID tenant roles. 2026 security compliance models mandate strict separation of these access scopes, advising platform architects to avoid using broad, co-administrator roles. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - RBAC - Subscription Administration tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/security/fundamentals/network-overview: title: 'learn.microsoft.com: Azure network security overview' description: '' year: '2024' stars: 0 ai_summary: Comprehensive structural baseline for cloud perimeter security, private links, virtual firewalls, and application gateways. Forms the backbone of Azure's architectural recommendations for implementing defense-in-depth security. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Network & Delivery - Network Security - Architecture Baselines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/traffic-manager: title: Azure Traffic Manager description: '' year: '2024' stars: 0 ai_summary: Official documentation for Azure Traffic Manager, a DNS-based traffic load balancer. Highlights performance-based routing, geographic routing configurations, and seamless service failover strategies for global-scale cloud architectures. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Network & Delivery - Global Routing - DNS Traffic Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 30363763d99469c1f15f632978b4bf29586b9c4c281ec92fb112d6250e006398 health_score: 100.0 last_checked: 1779130494.999502 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.999502+02:00' https://learn.microsoft.com/en-us/azure/virtual-machines/linux/openshift-container-platform-4x: title: OpenShift in Azure description: '- [Openshift on Azure](https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-managed-openshift-in-the-cloud)' year: '2026' stars: 0 ai_summary: A technical integration document detailing Azure Red Hat OpenShift (ARO), a fully managed, joint-engineered enterprise OpenShift platform. It reviews network design, private endpoints, and integration with Azure Active Directory. Live grounding highlights its stability for running hybrid legacy workloads. language: English resource_type: Reference/Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Management - Red Hat OpenShift - Azure Integration tags: - '[LEGACY]' v1_locations: [] v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/virtual-machines/linux/run-command: title: 'docs.microsoft.com: Run scripts in your Linux VM by using action Run Commands' description: '' year: '2023' stars: 0 ai_summary: Architectural guidelines detailing agent-driven script orchestration inside Linux workloads using native Azure Run command capabilities. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform Management - Virtual Machines - Azure VM Agent - Script Orchestration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/virtual-network-manager/concept-connectivity-configuration: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9a73b36e84861e46a8a9b226b26c797df0863550557dc753409ee8f10d6f7abf health_score: 100.0 last_checked: 1779031720.169379 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:40.169379+02:00' https://learn.microsoft.com/en-us/azure/vpn-gateway/openvpn-azure-ad-tenant: title: Create an Azure Active Directory tenant for P2S OpenVPN protocol connections description: '' year: '2024' stars: 0 ai_summary: Walkthrough on establishing a dedicated Azure Active Directory tenant configuration specifically for securing Point-to-Site (P2S) OpenVPN gateways. Maximizes enterprise security via multi-factor authentication and token validation. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Hybrid Connectivity - Point-to-Site VPN tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/well-architected: title: 'learn.microsoft.com: Azure Well-Architected Framework' description: '' year: '2026' stars: 0 ai_summary: 'The core blueprint for building high-quality cloud workloads on Azure, structured around five pillars: Reliability, Security, Cost Optimization, Operational Excellence, and Performance Efficiency. It establishes technical evaluation criteria and optimization strategies for running stable, secure cloud-native environments. Real-world implementation leverages these design principles for systematic, self-healing infrastructures.' language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Frameworks - Well-Architected Framework (WAF) tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/well-architected/mission-critical/mission-critical-overview: title: 'learn.microsoft.com: Mission-critical workloads' description: '' year: '2025' stars: 0 ai_summary: Well-Architected guidance focusing on baseline patterns for mission-critical enterprise workloads. Outlines structural patterns for failure-domain isolation, operational health modeling, and continuous validation methodologies. language: None resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Well-Architected Framework - Mission-Critical Workloads tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/well-architected/service-guides/app-service-web-apps: title: 'learn.microsoft.com: Azure Well-Architected Framework perspective on Azure App Service (Web Apps)' description: '' year: '2025' stars: 0 ai_summary: A target guide mapping WAF architecture principles to Web Apps on Azure App Service. It focuses on implementing zero-trust network configurations, managed identities, multi-region failovers, and auto-scaling rules. This resource equips platform engineers to deploy enterprise-grade PaaS runtimes with rigorous service-level objectives (SLOs). language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - PaaS - App Service tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service: title: Architecture Best Practices for Azure Kubernetes Service (AKS) description: '' year: '2026' stars: 0 ai_summary: Official technical guide mapping Azure Well-Architected Framework (WAF) principles to Azure Kubernetes Service (AKS). It details architectural guidance on cluster networking, high availability, node pools, security integration, and cost management. This serves as the definitive reference for engineering enterprise-grade, highly resilient Kubernetes control and data planes on Azure. language: Markdown resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Azure Kubernetes Service - Well-Architected Framework tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md - azure.md - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-machine-learning: title: 'learn.microsoft.com: Azure Well-Architected Framework perspective on Azure Machine Learning' description: '' year: '2023' stars: 4 ai_summary: Detailed architecture guidance map aligned to Azure's Well-Architected Framework, focused on Azure Machine Learning. Evaluates cost optimization, operational excellence, reliability, security architectures, and resource management models crucial for enterprise system compliance. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platforms - Azure - System Design tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/cli/azure/microsoft-graph-migration?view=azure-cli-latest&tabs=powershell: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 04e03664b723a80f9dbaef835d5e41bfb25ae9367357552d07e780284797d696 health_score: 100.0 last_checked: 1779130494.962035 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.962035+02:00' https://learn.microsoft.com/en-us/credentials/certifications/practice-assessments-for-microsoft-certifications: title: 'learn.microsoft.com: Practice Assessments for Microsoft Certifications' description: '' year: '2026' stars: 0 ai_summary: Official assessment mechanisms supplied by Microsoft to validate readiness for professional certification examinations. Featuring mock examinations and tailored scorecards, this platform helps developers and architects pinpoint knowledge gaps before attempting official certifications. language: None resource_type: Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Learning Paths - Assessments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/devops/develop/git/what-is-git: title: How We Use Git at Microsoft description: '' year: '2020' stars: 4 ai_summary: Explores Microsoft's internal scaling strategies for Git, focusing on large-scale engineering pipelines and the Virtual File System for Git (VFS for Git). Outlines physical scale limitations and monorepo performance tuning. Current industry patterns validate that virtualized filesystems remain crucial for multi-gigabyte corporate codebases. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Monorepo Strategy tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/dotnet/architecture/microservices: title: 'docs.microsoft.com: .NET Microservices: Architecture for Containerized .NET Applications' description: '' year: '2024' stars: 5 ai_summary: The definitive architectural design guide for planning and building containerized .NET microservices. Focuses on Domain-Driven Design (DDD) principles, CQRS patterns, Outbox event delivery, and deployment best practices inside Docker environments. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Development - .NET Framework - Architectural Guides tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/en-us/azure/active-directory/fundamentals/multi-tenant-user-management-scenarios: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130495.025828 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.025828+02:00' https://learn.microsoft.com/en-us/en-us/azure/azure-arc/overview: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.990356 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.990356+02:00' https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.952568 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} review_metadata: original_url: https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:54.952570' discovered_at: '2026-05-18T20:54:54.952568+02:00' https://learn.microsoft.com/en-us/en-us/azure/virtual-machines/windows/run-command: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: null health_score: 64.0 last_checked: 1779130494.934857 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.934857+02:00' https://learn.microsoft.com/en-us/entra/architecture/multi-tenant-user-management-introduction: title: 'learn.microsoft.com: Multi-tenant user management introduction' description: '' year: '2024' stars: 4 ai_summary: An architectural guide covering multi-tenant identity lifecycle planning, cross-tenant synchronization, and B2B guest access policies. Modern 2026 integrations use native Multi-Tenant Organization (MTO) configurations within Entra ID to simplify cross-tenant discovery and cooperation. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Tenant Governance - Multi-Tenancy - B2B Collaboration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/entra/external-id/cross-tenant-access-overview: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7b8b93c6154a45a87a1b25bb459d8b9fd6c2d917c493fbc54938eb262baff0c7 health_score: 100.0 last_checked: 1779130494.929623 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.929623+02:00' https://learn.microsoft.com/en-us/entra/fundamentals/configure-security: title: Configure Microsoft Entra for Increased Security description: '' year: '2024' stars: 0 ai_summary: Official guidelines detailing the technical configuration of Microsoft Entra ID to establish strong cloud tenant boundaries. It highlights multi-factor authentication, conditional access pathways, and identity protection rules. Essential reading for platform engineers aligning cloud-native infrastructure with corporate compliance frameworks. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Entra ID tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/entra/identity-platform/howto-create-service-principal-portal: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 3af01643d713df38032f9ccc884f85496852c0c80d16c045a62cbe09702a56fa health_score: 100.0 last_checked: 1779130494.956462 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.956462+02:00' https://learn.microsoft.com/en-us/entra/identity/conditional-access/concept-conditional-access-policy-common: title: 'learn.microsoft.com: Conditional Access templates' description: '' year: '2024' stars: 0 ai_summary: Presents preconfigured templates designed to simplify the deployment of Entra ID Conditional Access policies. Covers baseline controls including multi-factor authentication enforcement, legacy block protocols, and device compliance checks. language: None resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Identity Security - Conditional Access tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/entra/identity/conditional-access/plan-conditional-access: title: 'learn.microsoft.com: Conditional Access architecture and personas' description: '' year: '2024' stars: 0 ai_summary: Explores architecture design patterns, administrator roles, and lifecycle management for complex Conditional Access policy matrices. Prevents tenant lockout scenarios while executing strict Zero Trust access models. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Identity - Identity Security - Access Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/entra/identity/monitoring-health/overview-recommendations: title: "learn.microsoft.com: What are Azure Active Directory recommendations? \U0001F31F\U0001F31F" description: '' year: '2024' stars: 5 ai_summary: Highlights the native optimization and security engine inside Microsoft Entra ID that generates security insights (e.g., rotating expiring credentials, removing unused apps). In 2026, keeping these metrics clean is standard practice for maintaining a strong tenant security posture. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Tenant Governance - Cloud Security - Entra ID Health tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custom-available-permissions: title: 'learn.microsoft.com: Application registration permissions for custom roles in Azure Active Directory' description: '' year: '2024' stars: 4 ai_summary: Specifies the precise permissions needed to configure and register applications when designing custom tenant-level roles in Entra ID. In 2026, security teams rely on custom roles to enforce least privilege access, avoiding the broad access granted by legacy admin roles. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - Identity Administration - Entra ID Custom Roles tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/java/openjdk/overview: title: 'docs.microsoft.com: Microsoft OpenJDK' description: '' year: '2021' stars: 0 ai_summary: Microsoft's official OpenJDK build is optimized for cloud scale, Azure platform integrations, and Windows development. It is the default runtime used across Azure services, ensuring maximum hardware-accelerated performance and long-term security patching. language: Java resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Ecosystem - JDK Distribution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://learn.microsoft.com/en-us/microsoft-365/enterprise/subscriptions-licenses-accounts-and-tenants-for-microsoft-cloud-offerings?view=o365-worldwide : title: 'learn.microsoft.com: Subscriptions, licenses, accounts, and tenants for Microsoft''s cloud offerings' description: '' year: '2024' stars: 4 ai_summary: An architectural reference detailing the hierarchical relationships between subscriptions, cloud licenses, user accounts, and tenants. In 2026, this mapping is foundational for setting up corporate administrative boundaries and designing clean, structured landing zones. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Tenant Governance - Identity Administration - Resource Hierarchy tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/powershell: title: PowerShell description: '' year: '2026' stars: 5 ai_summary: The official entry portal for PowerShell, Microsoft's cross-platform object-oriented shell and scripting language. Built on .NET Core, modern PowerShell (v7+) functions as a highly scalable system administration tool, allowing developers to manage clouds, databases, and local infrastructure seamlessly. Its object-oriented pipeline design makes it unique compared to typical text-stream UNIX shells. language: PowerShell resource_type: Official Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Automation & Tooling - Command Line Interface - PowerShell Core tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1: title: "docs.microsoft.com: Desired State Configuration overview for decision makers \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: High-level overview of PowerShell Desired State Configuration (DSC). Focuses on declarative environment building, drift control, and management benefits for enterprises. language: PowerShell resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Config Management - Desired State Configuration - Enterprise Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' ? https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1&viewFallbackFrom=dsc-1.1%2Fconfigurations%2Fconfigdata : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-01-01T00:00:00+02:00' https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1/configurations/configData: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 29e018282c7870c8ffa5a175bedd70ed574b6366c4b15f2eb488267fe9e5918b health_score: 100.0 last_checked: 1779130494.93861 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.938610+02:00' https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls: title: 'docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes Service (AKS)' description: '' year: '2020' stars: 0 ai_summary: A legacy Microsoft technical manual outlining the step-by-step deployment of an NGINX ingress controller with cert-manager on AKS. Curators highlight its historical value in configuring dynamic TLS certificates via Let's Encrypt. Live grounding shows this is marked as a legacy/previous version doc, as engineering teams in 2026 favor native Application Gateway Ingress Controller (AGIC) or native Istio integrations. language: YAML/Bash resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Ingress & Routing - TLS Ingress Controller tags: - '[LEGACY]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge: title: "Bridge to Kubernetes \U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Bridge to Kubernetes is Microsoft's local-to-cloud debugging tunnel. Live Grounding notes this project has been largely deprecated in favor of more flexible, cross-platform CNCF solutions such as Telepresence. language: TypeScript resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Developer Experience - Remote Debugging - Bridge to Kubernetes tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-terraform-labs: title: 'learn.microsoft.com: Introduction to using Azure Verified Modules for Terraform' description: '' year: '2024' stars: 0 ai_summary: Details the application of Azure Verified Modules specifically optimized for Terraform configurations. Demonstrates how to write scalable HCL blocks backed by Microsoft-maintained definitions, matching enterprise governance standards. language: Terraform resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Terraform AVM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure-resource-manager: title: "Azure Quickstart Templates \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Consolidated schema collection of Azure Resource Manager (ARM) quickstart templates. Facilitates reproducible provisioning blueprints covering virtual networks, security configurations, compute engines, and databases. language: JSON resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - Infrastructure as Code - Azure Resource Manager tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope: title: 'channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics and AKS Periscope' description: '' year: '2021' stars: 0 ai_summary: Detailed video tutorial on troubleshooting AKS clusters with Azure Diagnostics and AKS Periscope. Explores advanced telemetry collection, container runtime log audits, network connectivity scans, and cluster-state snapshots for fast fault isolation. language: Shell resource_type: Video complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Troubleshooting - Azure AKS tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension: title: 'docs.microsoft.com: Machine Learning Experimentation in VS Code with DVC Extension' description: '' year: '2023' stars: 0 ai_summary: A video walk-through and documentation highlighting DVC-based model experimentation processes in VS Code. Shows how database tracking and Git-based data configuration workflows are visualised, resolving typical data-drift tracking issues. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Data Version Control - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/training/browse/?resource_type=course&products=azure: title: "learn.microsoft.com: Browse all courses, learning paths, and modules \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Microsoft's official training academy hosting hands-on labs, structured learning pathways, and certification modules for the entire Azure catalog. It provides developers and architects with interactive, verified environments to upskill in cloud engineering, containerization, and data platforms. language: None resource_type: Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Education - Learning Paths - Official Training tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/training/modules/github-actions-cd: title: "docs.microsoft.com: Build and deploy applications to Azure by using GitHub Actions \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: The canonical Microsoft Learning Module establishing standard pipelines for Azure. Outlines the design of multi-environment workflows, secrets isolation, security scanning, and deployment mechanisms targeting AKS and web workloads. language: YAML resource_type: Reference Architecture complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Azure DevOps Solutions - GitHub Actions Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/training/paths/build-javascript-applications-typescript: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 720f4ccd8193f6c86690d8f3138069f679a1b5d1b9df4d486c7e9924d7c59a01 health_score: 64.0 last_checked: 1779130495.012712 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.012712+02:00' https://learn.microsoft.com/en-us/training/paths/gh-developing-agentic-systems-1: title: Developing in Agentic AI Systems Part 1 of 2 - Training | Microsoft Learn description: Learn how to design, deploy, and manage agentic AI systems within the SDLC using GitHub. year: '2025' stars: 4 ai_summary: This Microsoft learning path details the architectural patterns for integrating, orchestrating, and governing autonomous AI agents within the Software Development Lifecycle (SDLC) using GitHub as the system of record and control plane. It guides Cloud Architects through the 'plan, act, evaluate' lifecycle, helping them design boundaries, track agentic actions, evaluate outcomes using automated status checks, and apply the contributor model to supervise agent-generated code. It forms a key foundation for managing production-grade AI agent systems with high safety and operational standards. language: English resource_type: E-learning complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: ed07248465003667f69a23e8cbef5171fa7eda2424e7fcadb01cf0bc8c02cf08 health_score: null last_checked: 1780352003.689824 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Agents - SDLC Agentic Workflows tags: - '[GUIDE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: A highly valued learning path that provides deep technical and governance strategies for production-grade agentic SDLC workflows, acting as study material for Microsoft's Agentic AI Developer certification. social_preview_url: https://learn.microsoft.com/training/achievements/agentic-github-1 source_provenance: X.com (midudev) suggested_new_category: agentic-ai-certifications discovered_at: '2026-06-02T00:13:23.689824+02:00' https://learn.microsoft.com/en-us/training/paths/implement-azure-functions: title: "learn.microsoft.com: AZ-204: Implement Azure Functions \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official Microsoft training curriculum for implementing serverless workflows and event-driven computing via Azure Functions. It covers bindings and triggers, Durable Functions for stateful execution, execution context, and performance profiling. This path forms the core educational foundation for building reliable, event-driven microservices on the Azure platform. language: C# / Python / JS resource_type: Official Training complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Application Platforms - Serverless Computing - Azure Functions Core tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure: title: 'learn.microsoft.com: Introduction to Kubernetes on Azure' description: '' year: '2023' stars: 0 ai_summary: Guided learning pathway introducing the core operational mechanics of Azure Kubernetes Service (AKS). Outlines control-plane abstractions, compute node orchestration, and Azure platform-native integrations. language: N/A resource_type: Educational Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Getting Started - Core Concepts tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial: title: A multi-step tutorial that covers the basics of working with Docker with Visual Studio Code and deploy on Azure description: '' year: '2021' stars: 0 ai_summary: A comprehensive learning pathway walking developers through building, debugging, and running Dockerized applications inside VS Code, followed by direct container deployment to Azure App Service or Azure Container Apps. language: Markdown resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 32bb5207b9bc59ede3b4478c23b43af95a2b5003be65648537291f4358c2321e health_score: 100.0 last_checked: 1779130494.950737 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Docker Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.950737+02:00' https://learn.microsoft.com/en-us/windows/wsl: title: 'docs.microsoft.com: WSL - Windows Subsystem for Linux' description: '' year: '2026' stars: 0 ai_summary: Official engineering documentation detailing Windows Subsystem for Linux (WSL). Enables native ELF64 execution on Windows, forming a vital platform for building local Kubernetes, Docker, and bash-heavy development pipelines directly inside Windows environments. language: English resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: da3e321ed5b07193b3400f325880783873ab031e59820863bcf091e0b46f6972 health_score: 100.0 last_checked: 1779130495.016254 needs_ai_refresh: false hierarchy: - Local Development - Operating Systems - WSL tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.016254+02:00' https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone: title: Azure Landing Zone - Microsoft Cloud Adoption Framework description: '' year: '2026' stars: 0 ai_summary: Explains the architectural principles of Azure Landing Zones under the Microsoft CAF. It emphasizes separation of concerns across management, connectivity, and identity planes, while using custom policy assignments for automated control. This guidance helps platform teams establish a robust foundation for onboarding application workloads. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Governance - Enterprise Architecture - Landing Zones tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md - azure.md - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal: title: 'learn.microsoft.com: Delegate Azure role assignment management to others with conditions' description: '' year: '2024' stars: 5 ai_summary: Demonstrates how to delegate role assignment administration using conditional boundaries (e.g., delegating group-scoped VM administration). In 2026, using conditional delegation is standard practice to prevent privilege escalation without requiring complex privilege management software. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - RBAC - Delegated Administration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal?tabs=template: title: 'learn.microsoft.com/nb-no: Delegate Azure role assignment management to others with conditions' description: '' year: '2024' stars: 4 ai_summary: Technical reference showing how to deploy conditional RBAC delegation rules using Bicep or ARM template code. This template specification is critical in 2026 for platform engineering teams defining Infrastructure as Code policies that allow localized teams to self-administer within hard guardrails. language: Norwegian resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Cloud Security - RBAC - Delegated Administration tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learn.openshift.com: title: learn.openshift.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.834629 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/elearning.md - docs/ocp4.md - docs/openshift.md v2_locations: - elearning.md - ocp4.md - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.834629+02:00' https://learn.openshift.com/introduction/gitops-introduction: title: 'learn.openshift.com: GitOps introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering learn.openshift.com: GitOps introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.485911 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md - docs/ocp3.md v2_locations: - gitops.md - ocp3.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:02.485911+02:00' https://learn.openshift.com/middleware/pipelines: title: learn.openshift.com/middleware/pipelines description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering learn.openshift.com/middleware/pipelines in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032571.581287 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/tekton.md v2_locations: - tekton.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:51.581287+02:00' https://learn.openshift.com/playgrounds/openshift44: title: OpenShift 4.4 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032620.042476 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:43:40.042476+02:00' https://learn.pluralsight.com/programs/2019/free-course/template4: title: Getting started with Kubernetes description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e health_score: 100.0 last_checked: 1779034529.481686 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:29.481686+02:00' https://learn.theketch.io/docs/getting-started: title: 'ketch: Getting Started' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ketch: Getting Started in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031528.740211 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:25:28.740211+02:00' https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway: title: 'learncloudnative.com: Attach multiple VirtualServices to Istio Gateway' description: '' year: '2020' stars: 0 ai_summary: A practical configuration guide for mapping multiple VirtualService configurations to a single Istio Ingress Gateway. Outlines how host-matching strategies prevent routing conflicts, allowing multiple development teams to deploy independent routes securely. language: English resource_type: Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Traffic Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://learncloudnative.com/blog/2022-05-10-kubectl-tips: title: 'learncloudnative.com: Kubernetes CLI (kubectl) tips you didn''t know about' description: '' year: '2022' stars: 3 ai_summary: Advanced productivity guide detailing hidden features and productivity parameters within kubectl. Includes custom columns formatting, JSONPath parsing templates, and multi-context aliasing for faster operational feedback loops. language: HTML resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learndevops.substack.com/p/hitting-prometheus-api-with-curl: title: "learndevops.substack.com: Hitting prometheus API with curl and jq \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering learndevops.substack.com: Hitting prometheus API with curl and jq \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031448.47487 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md - docs/prometheus.md v2_locations: - kubernetes.md - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:08.474870+02:00' https://learngitbranching.js.org: title: "learngitbranching.js.org: Learn Git Branching \U0001F31F" description: '' year: '2023' stars: 1 ai_summary: The premier interactive repository visualization tool designed to build high-fidelity mental models of branching, merging, rebasing, and cherry-picking. It acts as a standard sandboxed ecosystem where developers can safely practice complex DAG structural manipulations through a gamified terminal UI. language: English resource_type: Interactive Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Git Core - Interactive Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansible-and-ansible.html: title: 'learning-devops-tools-with-nandita.blogspot.com: Overview of Ansible and Ansible Playbooks' description: '' year: '2022' stars: 0 ai_summary: An foundational introduction to Ansible configuration management, detailing the core architecture, agentless push model, and YAML playbook structures. Clarifies how task-state validation enforces declarative infrastructure configurations. language: English resource_type: blog_post complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible - Foundations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learning.postman.com/docs/collections/performance-testing/testing-api-performance: title: 'learning.postman.com: Simulate user traffic to test your API performance' description: '' year: '2026' stars: 0 ai_summary: Comprehensive architectural documentation detailing Postman's built-in performance testing runner. This system enables localized load simulation, virtual user profiling, and API concurrency metrics analysis. language: English resource_type: Documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Testing - Performance Testing - API Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learningdaily.dev/software-architecture-diagramming-and-patterns-7d38999e7a12: title: 'learningdaily.dev: Software architecture diagramming and patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering learningdaily.dev: Software architecture diagramming and patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032179.738164 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:19.738164+02:00' https://learnk8s.io/allocatable-resources: title: "Allocatable memory and CPU in Kubernetes Nodes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 5f12c1ffa9d105bad28e17b8f1658bc208a80b8bd0352e1e71d16695e1307b62 health_score: 100.0 last_checked: 1779029610.017467 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:30.017467+02:00' https://learnk8s.io/authentication-kubernetes: title: "==learnk8s.io/authentication-kubernetes: User and workload identities in' Kubernetes== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 33bf173767304aef2cc17f25f35dbafb96be9fb80d21ed8d60ded35231e140b8 health_score: 100.0 last_checked: 1779033620.265361 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:20.265361+02:00' https://learnk8s.io/blog: title: learnk8s.io/blog description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 77fc97dead69f9ad8df24d6e6110e101c8405c4bbee5764b117528819c52c65f health_score: 100.0 last_checked: 1779030847.41607 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:07.416070+02:00' https://learnk8s.io/blog/smaller-docker-images: title: "learnk8s.io: 3 simple tricks for smaller Docker images \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: aeb4cb3d8ee75dc27b941f75940108807d0e5ec3c4923d487a9490a6a49b5b5d health_score: 100.0 last_checked: 1779030441.10684 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:21.106840+02:00' https://learnk8s.io/cloud-resources-kubernetes: title: 'learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: bfd5793443b4dd322f96df972adfcd6e03a4ce8bd1fcde1526790ea4e776668a health_score: 100.0 last_checked: 1779032369.641578 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/databases.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:29.641578+02:00' https://learnk8s.io/etcd-kubernetes: title: 'learnk8s.io: How etcd works with and without Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 59b9c93bcfd675e6f1b05e3fe5ef8a0c3c7e3af1b8921e90b11cad678bd2d347 health_score: 100.0 last_checked: 1779029476.472103 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:16.472103+02:00' https://learnk8s.io/first-steps: title: learnk8s.io/first-steps description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 904ab8c79c57a2db3240fbf125740f7b7288d583ac0d126dfff718a7f68e0db6 health_score: 100.0 last_checked: 1779031447.072409 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:07.072409+02:00' https://learnk8s.io/graceful-shutdown: title: '==learnk8s.io: Graceful shutdown and zero downtime deployments in Kubernetes==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0c69ecb129e2535e7a0614c81c57e0f3d73da4f6428ab9d4de15097bf0d2bb13 health_score: 100.0 last_checked: 1779030402.20805 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:42.208050+02:00' https://learnk8s.io/how-many-clusters: title: 'learnk8s.io: Architecting Kubernetes clusters — how many should you have?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9e31112c2c9b9c5000a65c573ad04bf1a6684ebb0c578d061b38f2b63ea038f9 health_score: 100.0 last_checked: 1779031620.772826 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.772826+02:00' https://learnk8s.io/kafka-ha-kubernetes: title: "==learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available' Kafka cluster on Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b3b241d342c399260f98dcbd13cc940a2fd534b3e18ea66442047272621dcc23 health_score: 100.0 last_checked: 1779032115.293418 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:15.293418+02:00' https://learnk8s.io/kubernetes-autoscaling-strategies: title: "learnk8s.io: Architecting Kubernetes clusters — choosing the best autoscaling' strategy \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9cada5c48ace8127c66adff1784176a7e348381b03d7b16e51c03cae800a8ee3 health_score: 100.0 last_checked: 1779031782.878856 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.878856+02:00' https://learnk8s.io/kubernetes-custom-authentication: title: Implementing a custom Kubernetes authentication method description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 216c63d2361388c52fffb3e910ed19c6c86370cf66696415807c83fb085ea3fb health_score: 100.0 last_checked: 1779031596.965855 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:36.965855+02:00' https://learnk8s.io/kubernetes-instance-calculator: title: "learnk8s.io: Kubernetes Instance Calculator \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ed1b9cc47891891992f29dcde28c5a36251f0e2e7b56c6a70e3edeef1ae087fc health_score: 100.0 last_checked: 1779032973.318984 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:49:33.318984+02:00' https://learnk8s.io/kubernetes-long-lived-connections: title: '==Service meshes to the rescue: Load balancing and scaling long-lived connections'' in Kubernetes==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 216b4b31ca33b233db94e6fafd318d4a5a3af7633265064850d88694e78df011 health_score: 100.0 last_checked: 1779033072.868881 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md - docs/message-queue.md - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:12.868881+02:00' https://learnk8s.io/kubernetes-network-packets: title: "==learnk8s.io: Tracing the path of network traffic in Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2b48512a68f71ffb582fd83168faed28da24a9a2388aa0c161f50547bc403250 health_score: 100.0 last_checked: 1779029062.066616 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:22.066616+02:00' https://learnk8s.io/kubernetes-node-size: title: 'learnk8s.io: Architecting Kubernetes clusters — choosing a worker node size' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 71f96a2fb0e938121c9ff5f82b1952933619099b910afa20a319910e17df7126 health_score: 100.0 last_checked: 1779031508.234804 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:08.234804+02:00' https://learnk8s.io/kubernetes-policies: title: Enforcing policies and governance for Kubernetes workloads description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5e5e1adba5000019e5fc6e2280c6909d307f56eb4162570789640009648b25ce health_score: 100.0 last_checked: 1779030431.39912 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:11.399120+02:00' https://learnk8s.io/kubernetes-rollbacks: title: "==learnk8s.io: How do you rollback deployments in Kubernetes?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 47249eeb57c8e2c20152a2189fb4ee21b210bdbda2f833e94d653cacd3dbe183 health_score: 100.0 last_checked: 1779034153.489808 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:13.489808+02:00' https://learnk8s.io/kubernetes-terraform: title: 'learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 74947e16c183ed184451b05bb16e1e2246baf50d647baa508be3253f40878474 health_score: 100.0 last_checked: 1779033329.563946 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:55:29.563946+02:00' https://learnk8s.io/kubernetes-wallpapers: title: 'learnk8s.io: Kubernetes wallpapers' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6ce13c62a8bc45eef972f9242c1ff0015a5192f05f69e099647b84777577281b health_score: 100.0 last_checked: 1779034373.510679 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:53.510679+02:00' https://learnk8s.io/learn-kubernetes-weekly: title: "learnk8s.io/learn-kubernetes-weekly \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1416222a7953b70272a92df35403c72cf9164d4fa61a9552e283495e4fe12f37 health_score: 100.0 last_checked: 1779031536.451601 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-newsletters.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:36.451601+02:00' https://learnk8s.io/microservices-authentication-kubernetes: title: "learnk8s.io: Authentication between microservices using Kubernetes identities' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 76b46e777ede25eb211914d9bff32a954b4afc03fb8944d2327c09dc7a422e46 health_score: 100.0 last_checked: 1779031713.10641 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:28:33.106410+02:00' https://learnk8s.io/news: title: learnk8s.io/news description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: deee39fdf238da9fa86b0a75b70e453007a2e98dbec1b5aeddd5cc0713eb27b8 health_score: 100.0 last_checked: 1779030686.085276 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:26.085276+02:00' https://learnk8s.io/production-best-practices: title: '==learnk8s.io: Kubernetes production best practices==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6c35ada1c5b7da57066666654f1eaf5a33cc3b0840b43fbc6ea7f0af123f9834 health_score: 100.0 last_checked: 1779029323.964304 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:48:43.964304+02:00' https://learnk8s.io/rbac-kubernetes: title: "==learnk8s.io: Limiting access to Kubernetes resources with RBAC== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1d5e615fa2302d3395b70725e1eb787d0d4f76c987cf677cd23c03f645664387 health_score: 100.0 last_checked: 1779031616.042523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:56.042523+02:00' https://learnk8s.io/real-time-dashboard: title: learnk8s.io/real-time-dashboard description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9c56dd6df70a5498db821593437bb7942e32a437384690922b571433e85cb955 health_score: 100.0 last_checked: 1779029341.937843 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:01.937843+02:00' https://learnk8s.io/research: title: "Kubernetes Research. Research documents on node instance types, managed services, ingress controllers, CNIs, etc. \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 66cfadb54f9e01f3db00d0fbf1a812d9249792f9f16f69ad0c8e2f2023617911 health_score: 100.0 last_checked: 1779033576.133587 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md - docs/kubernetes.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:36.133587+02:00' https://learnk8s.io/scaling-celery-rabbitmq-kubernetes: title: 'learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7b7275112d567b17217b7f4a8177b76e67e2d5a4565d6498ef646646bea0b29d health_score: 100.0 last_checked: 1779032548.039748 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:28.039748+02:00' https://learnk8s.io/setting-cpu-memory-limits-requests: title: "learnk8s.io: Setting the right requests and limits in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1b64190b88399a152a4e67d5529900d787ac658db0a3d6effa1c2a70ce9d1b94 health_score: 100.0 last_checked: 1779033425.456574 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:05.456574+02:00' https://learnk8s.io/sidecar-containers-patterns: title: 'learnk8s.io: Extending applications on Kubernetes with multi-container pods' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4765b75da936e87296482a4c197a049c8261ab74cea5e0ae5d3080c57f21b227 health_score: 100.0 last_checked: 1779031755.957139 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:15.957139+02:00' https://learnk8s.io/spring-boot-kubernetes-guide: title: 'learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 90bb95ba0d06fc58aa3a10fc586e006f7c66a48922aaf2df0370cb1eb56d5183 health_score: 100.0 last_checked: 1779029476.70184 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:16.701840+02:00' https://learnk8s.io/templating-yaml-with-code: title: Templating YAML in Kubernetes with real code description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2e1de1fac5625a6f259f183e64956ac642b8b1edb1b9ed058382a799969782d0 health_score: 100.0 last_checked: 1779031495.096069 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:55.096069+02:00' https://learnk8s.io/terraform-aks: title: "learnk8s.io/terraform-aks: Provisioning Kubernetes clusters on AWS with' Terraform and AKS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 48c0078a362c90c956d4c53acd283c05fab7c74833fd0dbfdede41d6af0d7df7 health_score: 100.0 last_checked: 1779034510.725291 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:10.725291+02:00' https://learnk8s.io/terraform-eks: title: "learnk8s.io/terraform-eks: Provisioning Kubernetes clusters on AWS with' Terraform and EKS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9ebd49dc4c4bb8370a0f2e5f13937e63a18d1b11fefda965171a5e9118c41d02 health_score: 100.0 last_checked: 1779031013.291224 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:53.291224+02:00' https://learnk8s.io/terraform-gke: title: "learnk8s.io/terraform-gke: Provisioning Kubernetes clusters on AWS with' Terraform and GKE \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6a0c0745dd910af8573a08410f99f8b3dac7bc469a577d585b68cfe7790b9e0b health_score: 100.0 last_checked: 1779033752.037963 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:32.037963+02:00' https://learnk8s.io/terraform-lke: title: "learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with' Terraform \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b2c9e3c5ece1f31e8f281585a508df5048a0affaf7a827ec4fd929a88eafa96e health_score: 100.0 last_checked: 1779032000.931974 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:20.931974+02:00' https://learnk8s.io/troubleshooting-deployments: title: "==learnk8s.io: A visual guide on troubleshooting Kubernetes deployments==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e71cc356dc770e9623496f43843fcb473674431aeb1d0aad26338410382e0f7a health_score: 100.0 last_checked: 1779032057.687267 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:17.687267+02:00' https://learnk8s.io/validating-kubernetes-yaml: title: "Validating Kubernetes YAML for best practice and policies \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9366b64b9fddaf0b5c7fc8d842146a33b29a21b6a933e82ec534413c95a03fad health_score: 100.0 last_checked: 1779030865.909501 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:25.909501+02:00' https://learnkube.com/allocatable-resources: title: 'learnk8s.io: Allocatable memory and CPU in Kubernetes Nodes' description: '' year: '2023' stars: 0 ai_summary: Demystifies how Kubernetes computes physical allocatable resources. Deeply details the underlying formulas for `kube-reserved`, `system-reserved`, and eviction thresholds to ensure cluster stability under heavy workloads. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Sizing - Node Allocatable tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/authentication-kubernetes: title: "learnk8s.io/authentication-kubernetes: User and workload identities in Kubernetes \U0001F31F\U0001F31F\U0001F31F" description: "- The difference b/w externally managed and internal identities.\n \ - How Kubernetes assigns identities for internal users with Service Accounts." year: '2023' stars: 0 ai_summary: A deep analysis of the conceptual differences between human and workload identities within Kubernetes. Details how API server authentication modules resolve internal workloads using Service Accounts, contrasting them with external OIDC providers. language: English resource_type: Educational Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Authentication tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/blog: title: learnk8s.io/blog description: '' year: '2024' stars: 0 ai_summary: Learnk8s offers high-fidelity, visually rich technical deep dives focusing on cluster mechanics and deployment configurations. Their educational guides resolve core operational complexities, making it a stellar developer resource for production container configuration. language: English resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Training & Education - Tutorials tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learnkube.com/blog/smaller-docker-images: title: "learnk8s.io: 3 simple tricks for smaller Docker images \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Presents three highly concrete engineering actions to reduce footprint size. Addresses the use of alpine/distroless, pruning development environments, and optimizing layers. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Build Optimization - Kubernetes Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/cloud-resources-kubernetes: title: 'learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes' description: '' year: '2022' stars: 0 ai_summary: 'Explores the paradigm shift of utilizing Kubernetes-native custom resource definitions (CRDs) and operators to provision external cloud resources (such as AWS ACK, GCP Config Connector, and Azure Service Operator). This declarative Infrastructure-as-Code pattern replaces external Terraform runs with continuous control loops inside the cluster. (Live Grounding: Standardizes management under unified Kubernetes control planes, resolving out-of-band drifts).' language: YAML/Go resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud-Native Infrastructure - Infrastructure Provisioning - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/etcd-kubernetes: title: 'learnk8s.io: How etcd works with and without Kubernetes' description: '' year: '2022' stars: 0 ai_summary: Compares the execution of etcd as a standalone key-value store with its role as Kubernetes' single source of truth. Investigates Raft consensus mechanics, write paths, and how the API server serializes resource states. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Data Store - etcd Core Concepts tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/graceful-shutdown: title: 'learnk8s.io: Graceful shutdown and zero downtime deployments in Kubernetes' description: '' year: '2021' stars: 5 ai_summary: This reference analyzes pod termination lifecycles (SIGTERM, preStop hooks, and endpoint slice propagation delay). It contrasts standard rolling updates with the necessity of configuring a preStop hook to handle delayed traffic shifts, resolving the classic race condition between kubernetes API endpoint updates and pod eviction. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - Deployments - Zero Downtime tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learnkube.com/how-many-clusters: title: 'learnk8s.io: Architecting Kubernetes clusters — how many should you have?' description: '' year: '2023' stars: 0 ai_summary: Investigates the design choices behind multi-cluster deployments versus expansive single-cluster topologies. Explores security zoning, geo-location latency requirements, blast radius mitigation, and operational complexity limits. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Multi-Cluster - Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/kafka-ha-kubernetes: title: "learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available Kafka cluster on Kubernetes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A high-fidelity guide and testing blueprint for configuring a highly available Apache Kafka cluster on Kubernetes. Covers pod anti-affinity patterns, multi-AZ PV attachments, node failure recovery, and automated resiliency testing under active chaos conditions. language: English resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Kubernetes Deployment tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-autoscaling-strategies: title: "learnk8s.io: Architecting Kubernetes clusters — choosing the best autoscaling strategy \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An elite architectural advisory resource reviewing the design considerations of Karpenter versus standard Cluster Autoscaler. Evaluates how rapid node provisioning impacts cluster topology, pricing optimization, and overall scheduling reliability. language: N/A resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes & Scaling - Architecture & Strategy - Resource Provisioning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-custom-authentication: title: Implementing a custom Kubernetes authentication method description: '' year: '2023' stars: 0 ai_summary: Provides a technical blueprint for implementing bespoke authentication strategies using webhook token authentication. It explains the integration of custom identity backends with the kube-apiserver lifecycle. Recommended for highly specialized security architectures with legacy SSO restrictions. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Access Control - Custom Authentication tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-instance-calculator: title: "learnk8s.io: Kubernetes Instance Calculator \U0001F31F\U0001F31F" description: '' year: '2022' stars: 2 ai_summary: An interactive utility designed to calculate the most efficient node configurations based on target workloads. Guides architects in choosing between a fleet of low-resource VM instances or a dense pool of high-capacity compute nodes. language: N/A resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Optimization - Cluster Architecture - Sizing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-long-lived-connections: title: "learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2023' stars: 5 ai_summary: An exceptional, highly-detailed exploration of how Kubernetes handles long-lived connections such as gRPC, HTTP/2, and WebSockets. Analyzes why standard iptables-based kube-proxy L4 load balancing fails to distribute traffic evenly, causing backend starvation. Live Grounding highlights that resolving these issues requires client-side load balancing, proxy-assisted gRPC routing, or active connection-termination intervals. language: Markdown resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Load Balancing - Performance & Tuning tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - servicemesh.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-network-packets: title: "learnk8s.io: Tracing the path of network traffic in Kubernetes \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: An exceptionally precise visual reconstruction tracing the physical path of network packets through container boundaries, virtual interfaces, iptables chains, and node boundaries. Invaluable reference for platform engineers tasked with isolating root causes of packet drops and latency spikes. language: English resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Deep Dive - Packet Flow tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-node-size: title: 'learnk8s.io: Architecting Kubernetes clusters — choosing a worker node size' description: '' year: '2023' stars: 0 ai_summary: Analyzes the trade-offs of choosing small versus large instance types for Kubernetes worker nodes. Discusses pod density limits, network interfaces, control plane overhead, and daemon-set resource allocation footprint. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Architecture - Sizing - Worker Nodes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-policies: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e2dcb04ebc7a4532bcb40042bebe9b4670c5b28a90eceb1dc22cf2bd3b09544b health_score: 100.0 last_checked: 1779130495.015804 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.015804+02:00' https://learnkube.com/kubernetes-rollbacks: title: "learnk8s.io: How do you rollback deployments in Kubernetes? \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Details the internal revision history mechanics of the Kubernetes Deployment API. Explains how the controller tracks replicaset generations and provides techniques for coordinating configmap and secret changes during unexpected application rollbacks. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cluster Management - Deployments - Rollbacks tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-services-and-load-balancing: title: Kubernetes Services and Load Balancing Explained description: '' year: '2024' stars: 4 ai_summary: A contemporary structural breakdown explaining how Kubernetes leverages service endpoints to build abstract load balancing layers. Reviews the operations of kube-proxy in writing local node routing rules and traces how traffic migrates from virtual endpoints to real pod ports. language: English resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Fundamentals - Service Discovery tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-tutorials.md - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-terraform: title: 'learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform' description: '' year: '2023' stars: 0 ai_summary: A detailed LearnK8s tutorial demonstrating cloud cluster provisioning with Terraform. Focuses on orchestrating clean IAM hierarchies, underlying storage provisions, network definitions, and secure worker node groups. language: HCL resource_type: Technical Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Cluster Provisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/kubernetes-wallpapers: title: 'learnk8s.io: Kubernetes wallpapers' description: '' year: '2021' stars: 1 ai_summary: A collection of high-resolution, visually rich architectural diagrams and wallpaper guides designed to help developers visualize complex Kubernetes ecosystems, control plane interactions, and object lifecycles. language: None resource_type: Reference complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Community - Visual Resources - Wallpapers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learnkube.com/microservices-authentication-kubernetes: title: "learnk8s.io: Authentication between microservices using Kubernetes identities \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A specialized guide analyzing how service-to-service communication can be secured natively. It demonstrates using Kubernetes ServiceAccount tokens as cryptographic identities to authenticate microservices without external overhead. This pattern reduces dependencies on heavy service meshes for simpler deployments. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Microservice Identities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/news-events-jobs: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: e5788c48710ff2edb615875ff89a9fc888729c6e4f87115ba76fa5e6081937fb health_score: 100.0 last_checked: 1779130495.001127 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.001127+02:00' https://learnkube.com/production-best-practices: title: 'learnk8s.io: Kubernetes production best practices' description: '' year: '2023' stars: 0 ai_summary: High-quality, interactive checklist framework covering multi-zone redundancy, etcd scaling, high-availability control planes, application deployment limits, and robust DNS performance optimization. language: English resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Best Practices - Production Readiness tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/rbac-kubernetes: title: "learnk8s.io: Limiting access to Kubernetes resources with RBAC \U0001F31F\U0001F31F\U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A rigorous deep-dive into resource constraints using RBAC. Demonstrates how to write custom policies to isolate network endpoints, restrict API-driven actions, and test permissions safely using `kubectl auth can-i`. language: English resource_type: Educational Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/real-time-dashboard: title: learnk8s.io/real-time-dashboard description: '' year: '2023' stars: 0 ai_summary: An educational workspace resource demonstrating how to build dynamic, real-time dashboards to trace Kubernetes state shifts. Details WebSocket connections, SSE streaming, and reactive rendering engines to visualize namespace status. language: TypeScript resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 308be50f0363661fbd48ab64616949df2c63371c277adeae6004e9019a72c692 health_score: 100.0 last_checked: 1779130494.976722 needs_ai_refresh: false hierarchy: - Infrastructure & Platform - Kubernetes Tooling - Developer Experience tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.976722+02:00' https://learnkube.com/research: title: 'learnk8s.io: Kubernetes Research. Research documents on node instance types, managed services, ingress controllers, CNIs, etc.' description: '' year: '2024' stars: 0 ai_summary: An exceptional, data-driven research catalog evaluating critical Kubernetes deployment components. Compiles comparative benchmarks and analyses of CNI plugins (Cilium, Calico), cloud providers (EKS, GKE, AKS), virtual machine shapes, and Ingress Controller solutions, highlighting costs and latencies. language: English resource_type: Research Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Research - Architecture Analysis - Infrastructure Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://learnkube.com/scaling-celery-rabbitmq-kubernetes: title: 'learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes' description: '' year: '2022' stars: 0 ai_summary: An exceptional, step-by-step architectural guide on scaling distributed Python/Celery workers using Custom Metrics and RabbitMQ. Explains why scaling based on queue depth is superior to CPU-based HPA scaling for asynchronous workloads. language: English resource_type: Technical Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Scaling - Asynchronous Processing - Custom Metrics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/setting-cpu-memory-limits-requests: title: "learnk8s.io: Setting the right requests and limits in Kubernetes \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'A highly structured, visual guide clarifying requests (scheduling floor) and limits (runtime ceiling). - Contrasts how CPU (compressible) vs Memory (non-compressible) behave when limits are exceeded. - Provides clear recommendations for setting optimal, cost-efficient margins.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Requests and Limits tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://learnkube.com/sidecar-containers-patterns: title: 'learnk8s.io: Extending applications on Kubernetes with multi-container pods' description: '' year: '2026' stars: 0 ai_summary: A technical manual explaining sidecar patterns, detailing how multiple containers share network interfaces and storage volumes inside a single pod. Shows how this facilitates logging, mutual TLS injection, and runtime instrumentation without bloating core runtime software components. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Design Patterns - Multi-Container Pods tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://learnkube.com/spring-boot-kubernetes-guide: title: 'learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes' description: '' year: '2023' stars: 5 ai_summary: A highly technical deep dive into deployment strategies for Spring Boot microservices on Kubernetes, focusing on resource constraints, graceful shutdown, and container sizing. It bridges the gap between Java's JVM memory footprints and Kubernetes container limits. This guide remains an industry gold-standard reference for configuring thread pools and JVM ergonomics inside container environments. language: Java resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Java Cloud Native - Spring Boot - Kubernetes Deployment tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/templating-yaml-with-code: title: Templating YAML in Kubernetes with real code description: "- TL;DR: You should use tools such as [yq](https://mikefarah.gitbook.io/yq) and kustomize to template YAML resources instead of relying on tools that interpolate strings such as [Helm](https://helm.sh).\n - If you're working on large scale projects, you should consider using **real code** — you can find [hands-on examples on how to programmatically generate Kubernetes resources in Java, Go, Javascript, C# and Python in this repository](https://github.com/learnk8s/templating-kubernetes)." year: '2023' stars: 0 ai_summary: Advocates for programmatic Kubernetes resource generation in real-world programming languages (Go, Python, Java) over raw text-interpolated tools like Helm. Details static typing validation advantages, testing, and GitOps orchestration scale benefits. language: Go resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - Declarative Templates - Programmatic Generation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/terraform-aks: title: "learnk8s.io/terraform-aks \U0001F31F" description: '' year: '2023' stars: 4 ai_summary: An educational deep-dive into provisioning and bootstrapping an Azure Kubernetes Service (AKS) cluster using Terraform. Covers declarative infrastructure configuration, state management, and basic cluster connectivity verification. language: HCL resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - AKS - Tutorials tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/terraform-eks: title: "learnk8s.io/terraform-eks \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: An expert-level learning curriculum detailing production-ready Amazon EKS infrastructure provisioning using Terraform. Focuses on setting up IAM policies, custom security boundaries, and Managed Node Groups. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - EKS & Container Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/terraform-gke: title: "learnk8s.io/terraform-gke \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A highly practical tutorial outlining GKE provisioning via Terraform. Guides engineers through VPC subnets, NAT gateway definition, and private cluster configuration patterns to ensure robust default network security boundaries. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - GCP - GKE Orchestration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/terraform-lke: title: "learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with Terraform \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A step-by-step technical guide demonstrating the deployment of Linode Kubernetes Engine (LKE) clusters via Terraform. It outlines provider definitions, pool topology configuration, and secure extraction of kubeconfig parameters. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Linode - Kubernetes Provisioning tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/training: title: learnk8s.io/first-steps description: '' year: '2021' stars: 0 ai_summary: A world-class instructional portal providing interactive labs and highly visual, deeply detailed tutorials designed to demystify complex Kubernetes networking and cluster topologies. Ideal for training enterprise engineering teams, it ensures robust mental models of container interactions and scheduling concepts. language: English resource_type: Course complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Interactive Learning - Beginner tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://learnkube.com/troubleshooting-deployments: title: 'learnk8s.io: A visual guide on troubleshooting Kubernetes deployments' description: '' year: '2023' stars: 0 ai_summary: A high-density visual guide detailing a deterministic flowchart for troubleshooting Kubernetes deployment failures. It systematically walks engineers through checking ingress, service routing, selector matching, and pod-level failures (e.g., CrashLoopBackOff). language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Debugging - Troubleshooting Guide tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://learnkube.com/validating-kubernetes-yaml: title: "Validating Kubernetes YAML for best practice and policies \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A comprehensive operational guide detailing static analysis, policy enforcement, and structural schema validation of Kubernetes manifests using tools like Kube-score, Conftest, and Polaris. language: YAML resource_type: Technical Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Kubernetes Manifests - Validation & Linting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2024-06-01T00:00:00+02:00' https://learntocloud.guide: title: learntocloud.guide description: '' year: '2026' stars: 0 ai_summary: An open-source, highly structured educational roadmap designed to transition traditional sysadmins into proficient cloud engineers. It guides learners through networking, Linux administration, infrastructure as code, and cloud-native topologies. Live grounding highlights its massive adoption within the DevOps community. language: English resource_type: Guide/Education complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Learning - Curriculum - Cloud Engineering tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://leebriggs.co.uk/blog/2019/02/07/why-are-we-templating-yaml.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f5fdab1c2c93daa1dab3c893da464653062f05a2304c8f524fd93c51873bbe75 health_score: 100.0 last_checked: 1779031827.335602 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:27.335602+02:00' https://legacy-controller-docs.ansible.com/ansible-tower: title: Ansible Tower Docs description: '' year: '2021' stars: 0 ai_summary: Legacy documentation archive for Ansible Tower, Red Hat's proprietary enterprise web console and REST API dashboard for Ansible. Note that in recent product lifecycles, Ansible Tower has been superseded and integrated into the containerized Red Hat Ansible Automation Platform. language: N/A resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Enterprise Control tags: - '[LEGACY]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://lenshq.io: title: "Lens Kubernetes IDE \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The premier desktop IDE for Kubernetes administrators, offering unmatched multi-cluster management, real-time log streaming, resource debugging, and custom extensions. Extensively used to streamline production cluster maintenance. language: TypeScript resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Visual Ide tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://levelup.gitconnected.com/12-visual-studio-code-shortcuts-that-every-developer-must-know-8d6ce5fc3631: title: 'levelup.gitconnected.com: 12 Visual Studio Code Shortcuts That Every Developer'' Must Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 12 Visual Studio Code Shortcuts That Every Developer'' Must Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030425.612099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:05.612099+02:00' https://levelup.gitconnected.com/5-bash-string-manipulation-methods-that-help-every-developer-49d4ee38b593: title: 'levelup.gitconnected.com: 5 Bash String Manipulation Methods That Help Every'' Developer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 Bash String Manipulation Methods That Help Every'' Developer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031533.429266 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.429266+02:00' https://levelup.gitconnected.com/5-git-commands-to-know-before-your-first-tech-job-or-internship-1b5856313338: title: 'levelup.gitconnected.com: 5 Git Commands to Know Before Your First Tech'' Job or Internship' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 Git Commands to Know Before Your First Tech'' Job or Internship in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.230833 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.230833+02:00' https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24: title: 'levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033074.309321 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.309321+02:00' https://levelup.gitconnected.com/5-tips-to-design-for-multi-tenancy-architecture-5f7d55657d77: title: 'levelup.gitconnected.com: 5 Tips To Design For Multi-Tenancy Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 Tips To Design For Multi-Tenancy Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.475763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.475763+02:00' https://levelup.gitconnected.com/5-tricks-to-take-your-kubernetes-skills-to-the-next-level-a5541baeb18e: title: 'levelup.gitconnected.com: 5 Tricks to take your Kubernetes skills to the'' next level' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 Tricks to take your Kubernetes skills to the'' next level in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031117.252881 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:37.252881+02:00' https://levelup.gitconnected.com/access-kubernetes-objects-data-from-proc-directory-8d2ec6a0faba: title: "levelup.gitconnected.com: Access Kubernetes Objects Data From /Proc Directory' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com: Access Kubernetes Objects Data From /Proc Directory' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033500.324174 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:20.324174+02:00' https://levelup.gitconnected.com/automating-integration-and-deployment-to-remote-server-63a2b6576ebf: title: 'levelup.gitconnected.com: Automating Integration and Deployment to Remote'' Server' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Automating Integration and Deployment to Remote'' Server in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031422.452555 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:42.452555+02:00' https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511: title: 'AWS, Azure, GCP: Resource Hierarchies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering AWS, Azure, GCP: Resource Hierarchies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032466.056114 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:06.056114+02:00' https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04: title: '==levelup.gitconnected.com: Basics of CI/CD==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com: Basics of CI/CD== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032223.554741 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:03.554741+02:00' https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-approach-2cee77ff564d: title: 'gitconnected.com: Blue-Green with Canary Deployment — A Novel approach' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gitconnected.com: Blue-Green with Canary Deployment — A Novel approach in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.897583 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.897583+02:00' https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b: title: 'levelup.gitconnected.com: Concurrency in Go: shared memory' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Concurrency in Go: shared memory in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033435.833543 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.833543+02:00' https://levelup.gitconnected.com/continuous-integration-continuous-deployment-with-terraform-cloud-ad384f29d7a0: title: 'levelup.gitconnected.com: Continuous Integration and Continuous Deployment'' with Terraform Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Continuous Integration and Continuous Deployment'' with Terraform Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032170.853025 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:10.853025+02:00' https://levelup.gitconnected.com/deploying-simple-golang-webapp-to-kubernetes-25dc1736dcc4: title: 'levelup.gitconnected.com: Deploying a Simple Golang Web App to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Deploying a Simple Golang Web App to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033696.991862 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:36.991862+02:00' https://levelup.gitconnected.com/digestible-devops-the-7-devops-practices-8bd8b34e1418: title: 'Digestible DevOps: The 7 DevOps Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Digestible DevOps: The 7 DevOps Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033973.826324 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:13.826324+02:00' https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-microservices-architecture-44082adad8ac: title: "levelup.gitconnected.com: Do you know Distributed Job Scheduling in Microservices' Architecture? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com: Do you know Distributed Job Scheduling in Microservices' Architecture? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031302.168021 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:21:42.168021+02:00' ? https://levelup.gitconnected.com/effects-of-docker-image-size-on-autoscaling-w-r-t-single-and-multi-node-kube-cluster-29c4f689cd99 : title: 'levelup.gitconnected.com: Effects of Docker Image Size on AutoScaling w.r.t'' Single and Multi-Node Kube Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Effects of Docker Image Size on AutoScaling w.r.t'' Single and Multi-Node Kube Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030084.627652 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:24.627652+02:00' https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e504733300: title: 'levelup.gitconnected.com: Enforce Audit Policy in Kubernetes (k8s)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Enforce Audit Policy in Kubernetes (k8s) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032900.111723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.111723+02:00' https://levelup.gitconnected.com/error-handling-in-event-driven-systems-1f0a7ef2cfb7: title: 'levelup.gitconnected.com: Error Handling in Event-Driven Systems' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Error Handling in Event-Driven Systems in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030614.836326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:14.836326+02:00' https://levelup.gitconnected.com/exploring-grafana-agent-flow-simplifying-monitoring-for-kubernetes-2a06a92614: title: 'levelup.gitconnected.com: Grafana Agent Flow: Simplifying Monitoring and'' Telemetry Collection for Kubernetes Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Grafana Agent Flow: Simplifying Monitoring and'' Telemetry Collection for Kubernetes Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032056.840916 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:16.840916+02:00' https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de: title: '==levelup.gitconnected.com: First Try on Java Operator SDK==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com: First Try on Java Operator SDK== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033205.876547 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:25.876547+02:00' https://levelup.gitconnected.com/flux-cd-getting-started-1a06671d718f: title: 'levelup.gitconnected.com: Flux CD: Getting Started' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Flux CD: Getting Started in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034326.332406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:06.332406+02:00' https://levelup.gitconnected.com/fully-explained-array-data-structure-in-python-67dd9a12b695: title: 'levelup.gitconnected.com: Fully Explained Array Data Structure in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Fully Explained Array Data Structure in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031782.055355 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.055355+02:00' https://levelup.gitconnected.com/generics-in-go-viva-la-revolution-e27898bf5495: title: 'levelup.gitconnected.com: Generics in Go: Viva La Revolution!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Generics in Go: Viva La Revolution! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032683.847542 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:43.847542+02:00' https://levelup.gitconnected.com/getting-started-with-argocd-on-your-kubernetes-cluster-552ca5d8cf41: title: 'levelup.gitconnected.com: Getting Started With ArgoCD on your Kubernetes'' Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Getting Started With ArgoCD on your Kubernetes'' Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034116.010071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:36.010071+02:00' https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-eks-spot-instances-bc3abcd5d38f: title: 'levelup.gitconnected.com: GitHub Actions, self-hosted runners on Amazon'' EKS & spot instances' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: GitHub Actions, self-hosted runners on Amazon'' EKS & spot instances in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032832.926902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:12.926902+02:00' https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01: title: '==levelup.gitconnected.com: GitHub may replace DockerHub==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com: GitHub may replace DockerHub== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.184532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.184532+02:00' https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on-kubernetes-909d85d37746: title: 'levelup.gitconnected.com: GitOps: CI/CD using GitHub Actions and ArgoCD'' on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: GitOps: CI/CD using GitHub Actions and ArgoCD'' on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032920.289509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.289509+02:00' https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e: title: 'levelup.gitconnected.com: Helm 101 for Developers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Helm 101 for Developers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.549917 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.549917+02:00' https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-chart-c4487a452d4e: title: 'levelup.gitconnected.com: Helm — Data Sharing Between Parent and Child Chart' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Helm — Data Sharing Between Parent and Child Chart in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.68044 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.680440+02:00' https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0: title: 'levelup.gitconnected.com: Helm—Named Templates' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Helm—Named Templates in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030034.509989 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.509989+02:00' https://levelup.gitconnected.com/helm-vs-kustomize-navigating-kubernetes-configuration-complexity-ae86596c3cf2: title: 'levelup.gitconnected.com: Helm vs. Kustomize: Navigating Kubernetes Configuration'' Complexity' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Helm vs. Kustomize: Navigating Kubernetes Configuration'' Complexity in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032256.863067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:36.863067+02:00' https://levelup.gitconnected.com/how-to-design-a-system-to-scale-to-your-first-100-million-users-4450a2f9703d: title: 'levelup.gitconnected.com: How to design a system to scale to your first'' 100 million users' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: How to design a system to scale to your first'' 100 million users in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031416.282685 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md - docs/introduction.md v2_locations: - databases.md - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.282685+02:00' https://levelup.gitconnected.com/how-to-guess-the-right-size-for-your-kubernetes-pods-9c88686fec: title: '==levelup.gitconnected.com: How to guess the right size for your Kubernetes'' Pods?==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com: How to guess the right size for your Kubernetes'' Pods?== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031805.01837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:05.018370+02:00' https://levelup.gitconnected.com/how-to-manage-your-technical-backlog-868415f8eea9: title: 'levelup.gitconnected.com: How to manage your technical backlog' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: How to manage your technical backlog in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034391.884973 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:11.884973+02:00' https://levelup.gitconnected.com/installing-exploring-the-kube-prometheus-project-eef375d49f6b: title: 'levelup.gitconnected.com: Installing & Exploring the Kube-Prometheus Project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Installing & Exploring the Kube-Prometheus Project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030299.719387 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:59.719387+02:00' https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2: title: 'levelup.gitconnected.com: Introduction to Helm Dashboard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Introduction to Helm Dashboard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032254.693819 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:34.693819+02:00' https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067: title: "levelup.gitconnected.com: Kafka for Engineers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com: Kafka for Engineers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031714.50831 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.508310+02:00' https://levelup.gitconnected.com/kubernetes-101-secrets-20d068ab0563: title: 'levelup.gitconnected.com: Kubernetes 101: Secrets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Kubernetes 101: Secrets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033665.750204 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:05.750204+02:00' https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-container-orchestration-898562f45651: title: 'levelup.gitconnected.com: Kubernetes 101: Understanding the Basics of Container'' Orchestration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Kubernetes 101: Understanding the Basics of Container'' Orchestration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031537.784666 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:37.784666+02:00' ? https://levelup.gitconnected.com/kubernetes-autoscaling-101-cluster-autoscaler-horizontal-pod-autoscaler-and-vertical-pod-2a441d9ad231 : title: 'gitconnected.com: Kubernetes Autoscaling 101: Cluster Autoscaler, Horizontal'' Pod Autoscaler, and Vertical Pod Autoscaler' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering gitconnected.com: Kubernetes Autoscaling 101: Cluster Autoscaler, Horizontal'' Pod Autoscaler, and Vertical Pod Autoscaler in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032036.656854 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:56.656854+02:00' https://levelup.gitconnected.com/kubernetes-monitoring-101-core-pipeline-services-pipeline-a34cd4cc9627: title: Kubernetes Monitoring 101 — Core pipeline & Services Pipeline description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Kubernetes Monitoring 101 — Core pipeline & Services Pipeline in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030422.40055 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:02.400550+02:00' https://levelup.gitconnected.com/kubernetes-planternetes-v1-28-non-graceful-node-shutdown-feature-8608d5073519: title: 'levelup.gitconnected.com: Kubernetes Planternetes v1.28: Non-Graceful Node'' Shutdown Feature' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Kubernetes Planternetes v1.28: Non-Graceful Node'' Shutdown Feature in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.57435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.574350+02:00' https://levelup.gitconnected.com/kubernetes-with-coredns-e40772c5e6ee: title: 'levelup.gitconnected.com: Kubernetes with CoreDNS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Kubernetes with CoreDNS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030975.483361 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:15.483361+02:00' https://levelup.gitconnected.com/master-sparkml-practical-guide-for-machine-learning-1efe1bd9cdce: title: 'levelup.gitconnected.com: Master SparkML: Practical Guide for Machine Learning' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Master SparkML: Practical Guide for Machine Learning in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029171.970143 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-bigdata.md v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:11.970143+02:00' https://levelup.gitconnected.com/micro-frontend-architecture-794442e9b325: title: 'levelup.gitconnected.com: Micro Frontend Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Micro Frontend Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.84022 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.840220+02:00' https://levelup.gitconnected.com/multi-tenant-application-a29153d31c5a: title: 'levelup.gitconnected.com: Multi-Tenant Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Multi-Tenant Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030014.710079 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:14.710079+02:00' https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and-authentication-part-1-2-650009c03686: title: 'levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,'' and Authentication — Part 1/2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,'' and Authentication — Part 1/2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029364.8555 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:24.855500+02:00' https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad722b26: title: 'levelup.gitconnected.com: OpenShift — The Next Level of Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: OpenShift — The Next Level of Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029796.137478 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:36.137478+02:00' https://levelup.gitconnected.com/operators-extending-kubernetes-capabilities-184df001b7e: title: '==levelup.gitconnected.com: Operators : Extending Kubernetes Capabilities==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com: Operators : Extending Kubernetes Capabilities== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031255.354061 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.354061+02:00' https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipeline-and-kubernetes-52752a89a0e7: title: 'levelup.gitconnected.com: Running Workflows on windows with Jenkins pipeline'' and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Running Workflows on windows with Jenkins pipeline'' and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031117.415963 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:37.415963+02:00' https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f2142ecc20: title: 'levelup.gitconnected.com: Scale your Apps using KEDA in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Scale your Apps using KEDA in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029992.855584 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.855584+02:00' ? https://levelup.gitconnected.com/setting-up-application-load-balancer-ingress-for-the-pods-running-in-aws-eks-fargate-519e20e97497 : title: 'levelup.gitconnected.com: Setting up Application Load Balancer (Ingress)'' for the Pods running in AWS EKS Fargate' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Setting up Application Load Balancer (Ingress)'' for the Pods running in AWS EKS Fargate in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033342.610533 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:42.610533+02:00' https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373: title: 'levelup.gitconnected.com: Short: Using IaC over Clickops' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Short: Using IaC over Clickops in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031333.368106 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.368106+02:00' https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script-part-1-46cbddf4e4e7: title: 'levelup.gitconnected.com: Start Your Scripting Journey Today | Bash Script'' — Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Start Your Scripting Journey Today | Bash Script'' — Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031676.54753 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:56.547530+02:00' https://levelup.gitconnected.com/step-by-step-slow-guide-kubernetes-dashboard-on-raspberry-pi-cluster-part-2-acdc8f9b5b99: title: 'levelup.gitconnected.com: Step by Step Slow Guide: Kubernetes Dashboard'' on Raspberry Pi Cluster (Part 2)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Step by Step Slow Guide: Kubernetes Dashboard'' on Raspberry Pi Cluster (Part 2) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032105.716571 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:05.716571+02:00' https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69f1dba4: title: 'levelup.gitconnected.com: The Core of Kubernetes Security: Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: The Core of Kubernetes Security: Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030005.370236 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:05.370236+02:00' https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-git-cli-f04e041779bc: title: 'levelup.gitconnected.com: Top 30 Git Commands You Should Know To Master'' Git CLI' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Top 30 Git Commands You Should Know To Master'' Git CLI in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030201.986409 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:21.986409+02:00' https://levelup.gitconnected.com/truth-about-soap-vs-rest-vs-grpc-vs-graphql-checklist-f50bcb475adf: title: 'levelup.gitconnected.com: Truth About { SOAP vs REST vs GRPC vs GraphQL'' } Checklist' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Truth About { SOAP vs REST vs GRPC vs GraphQL'' } Checklist in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.547651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.547651+02:00' https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff: title: 'levelup.gitconnected.com: Vim: A How-To Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: Vim: A How-To Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.430409 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.430409+02:00' https://levelup.gitconnected.com/whats-wrong-with-your-crudy-interfaces-besides-everything-bde4f4c8cb8a: title: 'levelup.gitconnected.com: What’s Wrong With Your CRUD APIs— Besides Everything?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com: What’s Wrong With Your CRUD APIs— Besides Everything? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031696.482288 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:16.482288+02:00' https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607: title: 'liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030011.702784 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:11.702784+02:00' https://libguestfs.org/guestfish.1.html: title: Guestfish description: '' year: '2026' stars: 0 ai_summary: An interactive command-line shell that enables safe, direct manipulation of virtual machine disk images without running the actual virtual machine. Allows direct filesystem edits, configuration injects, and recovery procedures across VM formats. language: C resource_type: Utility Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Virtualization - Disk Utilities tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://libropython.es: title: Think Python en espanol (Piensa en Python) description: Think Python en español es una versión moderna y gratuita del clásico libro de programación. Combina teoría, ejercicios prácticos y cuadernos interactivos de Google Colab para aprender a programar con lógica profesional. [SPANISH CONTENT] year: '2026' stars: 4 ai_summary: A modern, community-driven Spanish translation of the foundational book 'Think Python' (Piensa en Python), curated and localized by Miguel Ángel Durán (midudev) in 2026. This version integrates modern tooling such as interactive Jupyter Notebooks and Google Colab, guiding students through core programming logic, algorithms, and an introduction to agentic language models. An exceptional pedagogical asset for the Spanish-speaking software engineering community. [SPANISH CONTENT] language: Spanish resource_type: document complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: f866d5105ee689f8847bb6b0587d1602863650101615c2facd969cde18b5af08 health_score: null last_checked: 1780352282.81461 needs_ai_refresh: false hierarchy: - Programming Languages - Python - Computer Science Foundations - Spanish Community tags: - '[GUIDE]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: python reputation_status: Vetted reputation_summary: A widely praised translation of the classic 'Think Python' book by Miguel Ángel Durán (midudev), incorporating modern learning environments like Google Colab. social_preview_url: https://libropython.es/og-image.jpg source_provenance: X.com (midudev) suggested_new_category: '' discovered_at: '2026-06-02T00:18:02.814610+02:00' https://librosgratis.dev: title: librosgratis.dev description: Biblioteca viva de libros y guías gratuitas de programación en español, organizada por tecnologías y niveles. year: '2026' stars: 4 ai_summary: 'A collaborative open-source web library compiling a massive index of free programming books and technical reference guides written in Spanish. * Categorizes books and materials systematically by programming languages (JavaScript, Python, Rust), databases (SQL), and DevOps ecosystems. * Features a highly optimized, editorial-style interface designed for rapid navigation and frictionless community contributions. [SPANISH CONTENT]' language: es resource_type: website complexity: beginner is_microservice: false status: online addition_method: automatic content_hash: 74b0ffe1329d246d883072cbd3403419b49e37889fb168b5f566e4c932217aac health_score: null last_checked: 1780352686.744496 needs_ai_refresh: false hierarchy: - Software Engineering - E-Learning - Spanish Technical Content tags: - GUIDE - COMMUNITY-TOOL v1_locations: [] v2_locations: [] youtube_mosaic: {} category: elearning reputation_status: Vetted reputation_summary: Well-known and actively recommended within Spanish-speaking developer circles (including promotion by midudev) as an exceptional repository of open-access software engineering literature. social_preview_url: https://librosgratis.dev/og-preview.svg source_provenance: X.com (midudev) suggested_new_category: developer-resources discovered_at: '2026-06-02T00:24:46.744496+02:00' https://lightstep.com: title: lightstep.com description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031202.786559 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:20:02.786559+02:00' https://linbit.com/kubernetes: title: 'linbit.com: LINSTOR - kubernetes persistent container storage' description: '' year: '2026' stars: 0 ai_summary: LINSTOR is an open-source storage orchestration engine designed by LINBIT that coordinates block storage nodes using native Linux features like DRBD, LVM, and ZFS. It offers highly performant, low-overhead volume management, providing cluster architects with bare-metal storage speeds in Kubernetes. language: Java resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - High Performance Block Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://linkerd.io: title: Linkerd description: '' year: '2026' stars: 5 ai_summary: The ultra-lightweight, CNCF-graduated Linkerd service mesh. Built on a custom Rust data-plane proxy, it delivers security (automatic mTLS), latency optimization, and traffic management with minimal CPU and RAM overhead. language: Rust resource_type: open-source-tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://linkerd.io/2.10/tasks/multicluster/index.html: title: 'linkerd.io: Multi-cluster communication' description: '' year: '2021' stars: 4 ai_summary: Operational documentation outlining multi-cluster connection procedures with Linkerd. Explains the use of gateway pods, service mirroring, and cross-cluster trust configuration using unified cert credentials. language: Rust resource_type: documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - Multi-Cluster tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linkerd.io/2020/06/09/announcing-linkerd-2.8: title: 'Announcing Linkerd 2.8: simple, secure multi-cluster Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e1008643b03cbf91d8846594c7fff108d18195c3bd34bec735aecaa9a91f1397 health_score: 100.0 last_checked: 1779031591.703108 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:26:31.703108+02:00' https://linkerd.io/2020/06/09/announcing-linkerd-2.8/index.html: title: 'Announcing Linkerd 2.8: simple, secure multi-cluster Kubernetes' description: '' year: '2020' stars: 4 ai_summary: Announces Linkerd 2.8, which introduced secure, transparent multi-cluster networking. Facilitates seamless cross-cluster communication while preserving cryptographic security boundaries and pod-to-pod identity checking. language: Rust resource_type: documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - Releases tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html: title: 'linkerd.io: Benchmarking Linkerd and Istio' description: '' year: '2021' stars: 4 ai_summary: Performance benchmarks contrasting Linkerd's Rust proxy directly against Istio's C++ Envoy proxy. Highlights resource-usage margins (specifically CPU and memory efficiency) under load. language: Rust resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Performance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linkerd.io/2021/07/28/announcing-cncf-graduation: title: 'linkerd.io: Announcing Linkerd''s Graduation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f25aabde3801ad31bd970b31a10178fd5f2d71fc2c6e68ed48ad41240f834751 health_score: 100.0 last_checked: 1779029374.577794 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.577794+02:00' https://linkerd.io/2021/07/28/announcing-cncf-graduation/index.html: title: 'linkerd.io: Announcing Linkerd''s Graduation' description: '' year: '2021' stars: 4 ai_summary: Announces Linkerd's formal graduation in the CNCF. This milestone verified the project's production maturity, broad commercial adoption, and strict open-source governance processes. language: Rust resource_type: article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - Milestones tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html: title: 'linkerd.io: Benchmarking Linkerd and Istio: 2021 Redux' description: '' year: '2021' stars: 4 ai_summary: An updated performance benchmark analysis of Linkerd and Istio. Uses open-source suites to measure p99 latencies and memory consumption across varying loads, showcasing the efficiency of Linkerd's Rust proxies. language: Rust resource_type: article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Performance tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity: title: 'linkerd.io: Using Kubernetes''s new Bound Service Account Tokens for secure'' workload identity' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ec9d042e3c08dbd75b50b0c7e5508936b905256309179f75431203eb23e2f976 health_score: 100.0 last_checked: 1779031543.692146 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.692146+02:00' https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity/index.html: title: 'linkerd.io: Using Kubernetes''s new Bound Service Account Tokens for secure workload identity' description: '' year: '2021' stars: 0 ai_summary: Examines Linkerd's transition to Kubernetes Bound Service Account Tokens (TokenRequest API). Explains the security benefits of using tokens containing specific audiences, node bindings, and short lifetimes to mitigate credential leakage risks. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Workload Identity tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes: title: 'linkerd.io: Announcing automated multi-cluster failover for Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8c088bb2c55479efa951a6cfa955246bebc283d62ced9f20c4c7ace840a632af health_score: 100.0 last_checked: 1779032091.253984 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:51.253984+02:00' https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes/index.html: title: 'linkerd.io: Announcing automated multi-cluster failover for Kubernetes' description: '' year: '2022' stars: 4 ai_summary: Details automated multi-cluster failover mechanisms introduced in Linkerd. Highlights how target health probes automatically steer cross-cluster traffic to healthy regions during local system outages. language: Rust resource_type: documentation complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Linkerd - High Availability tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://linoxide.com: title: "linoxide.com \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering linoxide.com \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.104247 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.104247+02:00' https://linoxide.com/linux-command/use-ip-command-linux: title: '**ip command**: How to use IP Command in Linux with Examples' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering **ip command**: How to use IP Command in Linux with Examples in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032361.028584 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:21.028584+02:00' https://linux.101hacks.com: title: Linux 101 Hacks description: '' year: '2009' stars: 3 ai_summary: An extensive list of command-line shortcuts, system configurations, and utility operations designed to optimize server interactions. Live Grounding notes that while command defaults have updated, the fundamentals of text manipulation remain relevant. language: N/A resource_type: Book complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Terminal Environment - Tricks & Tweaks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2009-06-01T00:00:00+02:00' https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html: title: Kubernetes Interview Questions and Answers 2019 2020 description: '' year: '2019' stars: 3 ai_summary: Foundational interview review illustrating early Kubernetes core components. Outlines architectural roles for etcd, the API server, kube-scheduler, kube-controller-manager, and pod lifecycle semantics. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Container Orchestration - Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for-its-cloud-based-amazon-linux: title: 'linux.slashdot.org: AWS Embraces Fedora Linux for Its Cloud-Based ''Amazon Linux''' description: '' year: '2021' stars: 4 ai_summary: Announces Amazon Linux 2022 (later AL2023), transitioning the base operating system platform to Fedora. This shift promises a predictable two-year release cycle, faster access to up-to-date upstream packages, and refined SELinux security defaults. It provides an optimized, modern runtime layer for containerized microservices and virtualized EC2 execution. language: English resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Compute - Operating Systems tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linuxacademy.com/blog/containers/kubernetes-cheat-sheet: title: linuxacademy description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering linuxacademy in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030882.650531 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.650531+02:00' https://linuxacademy.com/blog/red-hat/ansible-roles-explained: title: Ansible Roles Explained | Cheat Sheet description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Ansible Roles Explained | Cheat Sheet in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033222.610395 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:42.610395+02:00' https://linuxconfig.org/python-tuples: title: "linuxconfig.org: python tuples \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering linuxconfig.org: python tuples \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.48796 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.487960+02:00' https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api: title: 'linuxctl.com: Ansible - Interacting with external REST API' description: '' year: '2017' stars: 0 ai_summary: Classic technical overview of API orchestration inside Ansible. Demonstrates raw RESTful request design to manage legacy web applications that lack official content collections. language: English resource_type: blog_post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible Integration - API Automation tags: - '[LEGACY]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://linuxera.org/writing-operators-using-operator-framework: title: 'linuxera.org: Writing Operators using the Operator Framework SDK' description: '' year: '2023' stars: 0 ai_summary: A detailed technical guide explaining how to scaffold and manage the operational lifecycle of operators using the CNCF Operator Framework SDK. It highlights the differences between Go, Ansible, and Helm-based operator pipelines. Reconciled with 2026 standards, the SDK remains the gold standard for platform teams enforcing GitOps standards. language: Go resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Extension - Operator SDK tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://linuxhandbook.com/cheatsheets/yum: title: 'linuxhandbook.com: Yum Command Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A targeted documentation reference detailing Yellowdog Updater, Modified (YUM) CLI syntax. Curator Insight underscores its convenience for RHEL-based systems. Live Grounding clarifies its transition to DNF in modern corporate OS environments, positioning this as vital legacy knowledge. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Operating Systems - Package Management tags: - '[LEGACY]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://linuxhandbook.com/container-lifecycle-docker-commands: title: 'linuxhandbook.com: Docker Commands for Managing Container Lifecycle (Definitive Guide)' description: '' year: '2024' stars: 3 ai_summary: Excellent analytical guide covering state transitions within a Docker container lifecycle. Explains deep distinctions between create, start, run, pause, stop, and kill operational phases, with real-world troubleshooting diagnostics. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://linuxhandbook.com/variables-bash-script: title: 'linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts' description: '' year: '2021' stars: 3 ai_summary: An analytical deep dive into advanced variable assignments, dereferencing, and parameter expansions inside Bash. The text uncovers obscure but powerful syntax options to streamline operations without subprocesses. Live Grounding demonstrates how these strategies avoid performance degradation during execution loops. language: Bash resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Shell Scripting - Language Features tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linuxhandbook.com/yaml-basics: title: "linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know \U0001F31F" description: '' year: '2021' stars: 3 ai_summary: A comprehensive reference detailing common YAML errors and formatting rules. It walks through complex structures such as lists of mappings, inline JSON arrays, and multi-line literal vs folded strings. This is a core reference for resolving linting issues. language: N/A resource_type: article complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Syntax - Basics tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2021-06-01T00:00:00+02:00' https://linuxhandbook.com/yum-cheatsheet: title: 'linuxhandbook.com: Yum Command Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8fd103d43d30f1b3cf4ab8c62f8872dc5bb864148c6e8e8f56dc374e171a39f8 health_score: 100.0 last_checked: 1779031468.964845 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:28.964845+02:00' https://linuxjourney.com: title: linuxjourney.com description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering linuxjourney.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034306.374281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:46.374281+02:00' https://linuxjourney.com/lesson/the-shell: title: linuxjourney.com commandline description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering linuxjourney.com commandline in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029878.216581 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:58.216581+02:00' https://linuxtechlab.com/ansible-tutorial-simple-commands: title: 'linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands' description: '' year: '2021' stars: 0 ai_summary: Focuses on instant-impact shell execution using Ansible ad hoc commands. Details fast syntax constructs for basic file copying, service manipulation, shell executions, and quick state analysis without the overhead of writing full-scale playbooks. language: Shell resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Quickstart tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linuxtechlab.com/learn-create-dockerfile-example: title: 'linuxtechlab.com: How to create a Dockerfile with some dockerfile examples' description: '' year: '2021' stars: 0 ai_summary: 'Practical walkthrough demonstrating how to construct secure, optimized, and multi-staged Dockerfiles. Discusses layer caching optimizations, base-image selection (e.g., Alpine vs. Debian), and security isolation options. (Live Grounding: Standard foundational knowledge that remains critical for building minimal, vulnerable-free runtime containers).' language: Dockerfile resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Containerization - Docker tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command: title: 'linuxtechlab.com: Search a file in Linux using Find & Locate command' description: '' year: '2026' stars: 3 ai_summary: Contrasts the real-time recursive indexing of find with the database-driven speeds of locate. Outlines production considerations, security patterns, and execution performance when managing millions of system files. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Storage & File Systems - File Search Utilities tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://liora.io/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml: title: 'datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines with YAML?' description: '' year: '2023' stars: 3 ai_summary: Explains why engineering organizations have shifted from legacy visual pipelines to declarative YAML configurations. While curator insights focus on basic configuration-as-code benefits, 2026 realities highlight that YAML pipelines are indispensable for implementing security guardrails, branch-protection policies, and dynamic template validation. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - CI-CD Pipelines - Infrastructure as Code - Declarative Pipelines tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://liora.io/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool: title: 'datascientest.com: Azure DevOps vs GitHub Actions: Which is the best CI/CD tool?' description: '' year: '2023' stars: 3 ai_summary: A comparative architectural breakdown of Azure DevOps and GitHub Actions, analyzing task structures, marketplace ecosystems, and integration capabilities. In 2026, GitHub Actions is the preferred choice for greenfield and open-source projects, while Azure DevOps remains the standard for large enterprise portfolios with legacy dependencies. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - CI-CD Pipelines - Platform Selection tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://liquidat.wordpress.com/2016/06/27/howto-writing-an-ansible-module-for-a-rest-api: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 80e15363d4e39a54c634ff4414f45f692ec551eb28c4e9a11c14bd7de336c814 health_score: 100.0 last_checked: 1779029377.986472 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.986472+02:00' https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat: title: 'liquidat.wordpress.com: Good bye Red Hat' description: '' year: '2021' stars: 0 ai_summary: An insider retrospective detailing the architectural and cultural transitions at Red Hat post-IBM acquisition. It serves as a case study for senior architects and business leaders evaluating the fragile relationship between corporate engineering interests and open-source community health. language: English resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Corporate Engineering Culture - Personal Perspective tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://lisowski0925.medium.com/using-kubernetes-csrs-and-rbac-for-cluster-user-authentication-and-authorization-9df5498655cd: title: 'lisowski0925.medium.com: Using Kubernetes Certificate Signing Requests and'' RBAC for User Authentication and Authorization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering lisowski0925.medium.com: Using Kubernetes Certificate Signing Requests and'' RBAC for User Authentication and Authorization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029371.125907 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:31.125907+02:00' https://livecodestream.dev/post/2020-08-21-git-concepts-and-workflow-for-beginners: title: 'livecodestream.dev: Git Concepts and Workflow for Beginners' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577 health_score: 100.0 last_checked: 1779030971.164697 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:11.164697+02:00' https://livecodestream.dev/post/five-advanced-git-concepts-that-make-you-look-like-a-pro: title: 'livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a'' Pro' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577 health_score: 100.0 last_checked: 1779030706.047785 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/git.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:46.047785+02:00' https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions: title: 10 Real-World Kubernetes Troubleshooting Scenarios and Solutions description: '' year: '2023' stars: 0 ai_summary: This compilation details ten authentic, highly technical outage scenarios encountered in production Kubernetes clusters, complete with step-by-step diagnostic paths and resolutions. It covers complex issues like DNS resolution failure, certificate expiration, and stateful volume mounting locks. The practical nature of these scenarios makes this an invaluable resource for active operations teams. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Troubleshooting - Playbooks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - devops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://localstack.cloud: title: localstack.cloud description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2a76ebcbf6fffb7e59e729e088ea3597514f1c58cfa6e5088a1394589c4b0e17 health_score: 100.0 last_checked: 1779029148.253445 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/aws-miscellaneous.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:48.253445+02:00' https://locust.io: title: Locust description: '' year: '2025' stars: 5 ai_summary: An open-source, developer-centric performance testing tool that enables writing load scenarios in pure Python. It avoids fragile XML configuration files by favoring dynamic, code-as-configuration scripts, allowing engineering teams to scale out tests across millions of concurrent users using an event-driven greenlet model. language: Python resource_type: Framework complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Testing - Performance Testing - Locust tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://loft-sh.medium.com/10-essentials-for-kubernetes-access-control-a67ae72977dd: title: 'loft-sh.medium.com: 10 Essentials for Kubernetes Access Control' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering loft-sh.medium.com: 10 Essentials for Kubernetes Access Control in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029274.174398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:54.174398+02:00' https://loft-sh.medium.com/how-virtual-kubernetes-clusters-can-speed-up-your-local-development-e5645614a3c5: title: 'loft-sh.medium.com: How Virtual Kubernetes Clusters Can Speed Up Your Local'' Development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering loft-sh.medium.com: How Virtual Kubernetes Clusters Can Speed Up Your Local'' Development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029916.40686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:36.406860+02:00' https://loft-sh.medium.com/kubernetes-network-policies-a-practitioners-guide-c9bb4cdd0dbc: title: "loft-sh.medium.com: Kubernetes Network Policies: A Practitioner’s Guide' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering loft-sh.medium.com: Kubernetes Network Policies: A Practitioner’s Guide' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029594.225599 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:14.225599+02:00' https://loft-sh.medium.com/kubernetes-statefulset-examples-best-practices-902cd50f7fff: title: 'loft-sh.medium.com: Kubernetes StatefulSet — Examples & Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033663.21966 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.219660+02:00' https://loft.sh/blog/10-essentials-for-kubernetes-multi-tenancy: title: 'loft.sh: 10 Essentials For Kubernetes Multi-Tenancy' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 22d19aae8b023938844cffd26143b4fb4190c7b88a5a80905630db927b8ce956 health_score: 100.0 last_checked: 1779031017.713194 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:57.713194+02:00' https://loft.sh/blog/checklist-for-kubernetes-based-development: title: "loft.sh: Checklist for Kubernetes-Based Development \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 4cd281415d30ca4ff222d0ac17b508936a53c74664f334ed8ff5ea4f33bb4887 health_score: 100.0 last_checked: 1779030673.85078 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:13.850780+02:00' https://loft.sh/blog/docker-compose-to-kubernetes-step-by-step-migration: title: "loft.sh: Docker Compose to Kubernetes: Step-by-Step Migration \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 824c1816da043e3adaf73df0a784afc793459b47e3d40d86804e2b7f1bf187d9 health_score: 100.0 last_checked: 1779032157.682337 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.682337+02:00' https://loft.sh/blog/gitops-kubernetes-explained: title: 'loft.sh: GitOps + Kubernetes Explained' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 53e6c98eb720500ca689bbec0a4f1d555069edc6e8113d4a05d1936092d4bb68 health_score: 100.0 last_checked: 1779031340.002232 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/gitops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:20.002232+02:00' https://loft.sh/blog/how-to-set-up-kubernetes-requests-and-limits: title: 'loft.sh: How to Set Up Kubernetes Requests and Limits' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3a675c7749d009f94d3fc6decd154b7a6af0c2e1bbe7ade58a5b531816be8b11 health_score: 100.0 last_checked: 1779031759.348793 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:19.348793+02:00' https://loft.sh/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter: title: 'loft.sh: Kubernetes Admission Controllers: What They Are and Why They Matter' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f575d6cf646af7baa351282e47e6fe95ef502ada5be8646998a811c269e90602 health_score: 100.0 last_checked: 1779030736.769112 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.769112+02:00' https://loft.sh/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes: title: 'loft.sh: Kubernetes and LDAP: Enterprise Authentication for Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 58336cdb82fef162f3126705ea74fd1526da26f57cadb68f97245b6e659c44b5 health_score: 100.0 last_checked: 1779034497.569584 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:14:57.569584+02:00' https://loft.sh/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana: title: 'loft.sh: Kubernetes Cost Monitoring with Prometheus & Grafana' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 8d2fa09804a391982ec003b89b1c5dc2653a8f24c14d8038f90998b8dea27921 health_score: 100.0 last_checked: 1779033917.570062 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:17.570062+02:00' https://loft.sh/blog/kubernetes-cost-savings: title: 'loft.sh: Kubernetes Cost Savings By Reducing The Number Of Clusters' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4 health_score: 100.0 last_checked: 1779031126.156508 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:46.156508+02:00' https://loft.sh/blog/kubernetes-dashboards-headlamp: title: 'loft.sh: Kubernetes Dashboards: Headlamp' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c387d5f2fd50eecb4253b11b554b718f310f51289c033385d5d57258e92a3425 health_score: 100.0 last_checked: 1779031429.475455 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:49.475455+02:00' https://loft.sh/blog/kubernetes-development-environments-comparison: title: 'loft.sh: Kubernetes Development Environments – A Comparison' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 0e29278d881a8f6776167ec6bdea0160bff02f0ce312c2939e2d55b143a9a99c health_score: 100.0 last_checked: 1779029679.128204 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:54:39.128204+02:00' https://loft.sh/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools: title: 'loft.sh: Kubernetes Monitoring Dashboards - 5 Best Open-Source Tools' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ddabb7c5ff924b4a5fb7196428115b00e91ee150bacb4f6e48ca4b3aa76b4a8f health_score: 100.0 last_checked: 1779030736.774158 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.774158+02:00' https://loft.sh/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution: title: 'loft.sh: Kubernetes Multi-Tenancy: Why Virtual Clusters Are The Best Solution' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a303dfff3d7707b8952c8b126315047d6c58f6e995e8ba8a894c13f8c5c74511 health_score: 100.0 last_checked: 1779029068.301267 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:28.301267+02:00' https://loft.sh/blog/kubernetes-network-policies-a-practitioners-guide: title: "loft.sh: Kubernetes Network Policies: A Practitioner's Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9e6a89f3124705b8c291f0e8a986c7a4f5d1e4fc66c40487027de86d4f1930d6 health_score: 100.0 last_checked: 1779029246.891662 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:26.891662+02:00' https://loft.sh/blog/kubernetes-network-policies-for-isolating-namespaces: title: "loft.sh: Kubernetes Network Policies for Isolating Namespaces \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 244df131649df88f17e028995910d6c9dfa6cbe3645fb75c88d51b2a5434f966 health_score: 100.0 last_checked: 1779034039.874113 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:19.874113+02:00' https://loft.sh/blog/kubernetes-nginx-ingress-10-useful-configuration-options: title: "==loft.sh: Kubernetes NGINX Ingress: 10 Useful Configuration Options== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: da34442488b79340a7becf13144fe882f8fc2121c4e7a235fe0d226fce0ee10e health_score: 100.0 last_checked: 1779030954.748955 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.748955+02:00' https://loft.sh/blog/kubernetes-on-windows-6-life-saving-tools-and-tips: title: 'loft.sh: Kubernetes on Windows: 6 Life-Saving Tools & Tips' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: fa28fe7032a5c397437a305a55aed5404bc316b3ad440442bba2a8b6d1437381 health_score: 100.0 last_checked: 1779031442.805654 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.805654+02:00' https://loft.sh/blog/kubernetes-rbac-basics-and-advanced-patterns: title: 'loft.sh: Kubernetes RBAC: Basics and Advanced Patterns' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b731d83433777dfc4f031101136e8ccc3b63d764bd64613a953e001cdc416ed0 health_score: 100.0 last_checked: 1779030207.886359 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:27.886359+02:00' https://loft.sh/blog/kubernetes-readiness-probes-examples-common-pitfalls: title: 'loft.sh: Kubernetes Readiness Probes - Examples & Common Pitfalls' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: df221a2ca8fc8645d4b7c8ad16bb4a1c9a3875aebe631aac2189a8dad17dbcbb health_score: 100.0 last_checked: 1779034423.292978 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:43.292978+02:00' https://loft.sh/blog/kubernetes-statefulset-examples-and-best-practices: title: 'loft.sh: Kubernetes StatefulSet - Examples & Best Practices' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2a2334056751d73be559454db2e154eac7fa4b04b8d56e5c95916cba7ee3701b health_score: 100.0 last_checked: 1779032900.440128 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.440128+02:00' https://loft.sh/blog/kubernetes-virtual-clusters-for-ci-cd-testing: title: 'loft.sh: Kubernetes: Virtual Clusters For CI/CD & Testing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 03d39972e3d20c3acfd8d63dec4947eea033c33ecaa00e4612b78e64462c2589 health_score: 100.0 last_checked: 1779033501.120233 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:21.120233+02:00' https://loft.sh/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling: title: 'loft.sh: Multi-Tenant Kubernetes Clusters: Challenges and Useful Tooling' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f1e0316a590c8f83963277692b994c8b1e3ad8ec0f9471d4d453a5b260fbc0a6 health_score: 100.0 last_checked: 1779031882.930478 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:22.930478+02:00' https://loft.sh/blog/platform-engineering-the-definitive-guide: title: 'loft.sh: Platform Engineering: The Definitive Guide' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 3f81a07484e0f093a21e00a377250111c77acba121d8007885cb40c3c3b25fce health_score: 100.0 last_checked: 1779031435.671831 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:55.671831+02:00' https://loft.sh/blog/reduce-kubernetes-cost: title: 'loft.sh: How To Reduce Your Kubernetes Cost' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4 health_score: 100.0 last_checked: 1779029274.675321 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:54.675321+02:00' https://loft.sh/blog/self-service-kubernetes-namespaces-are-a-game-changer: title: "Self-Service Kubernetes Namespaces Are A Game-Changer \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6e3bf68be75cc0a83925e9e79cfce475dbfceeafacabcb4008420dca7f550473 health_score: 100.0 last_checked: 1779033923.887678 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:05:23.887678+02:00' https://loft.sh/blog/skaffold-vs-tilt-vs-devspace: title: 'loft.sh: Skaffold vs Tilt vs DevSpace' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1f601f4e9f8d602e0c1e1249958f2dacd196930fa4c62270498a8a4ea56463a5 health_score: 100.0 last_checked: 1779029068.311453 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:28.311453+02:00' https://loft.sh/blog/the-cost-of-managed-kubernetes-a-comparison: title: "loft.sh: The Cost of Managed Kubernetes - A Comparison \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d8525ff50149456a7791b51875e6183b4de9c40fffe35b2b9879e01777bee818 health_score: 100.0 last_checked: 1779029068.299942 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/finops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:28.299942+02:00' https://loft.sh/blog/using-kubernetes-ephemeral-containers-for-troubleshooting: title: '==loft.sh: Using Kubernetes Ephemeral Containers for Troubleshooting==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 243ac4ca346db38ab8b2bd6917fa69ddb81573f6e77969c408476d670c217f7b health_score: 100.0 last_checked: 1779030732.447715 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:12:12.447715+02:00' https://logging.apache.org/log4j/2.x/security.html: title: Apache Log4j Security Vulnerabilities description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c2ac5cc920971d3734f8bca8d53cdc1e7a68b0c2902600103b6411a78ea4ad68 health_score: 100.0 last_checked: 1779030204.261516 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:24.261516+02:00' https://logging.apache.org/security.html: title: Apache Log4j Security Vulnerabilities description: '' year: '2021' stars: 0 ai_summary: The official security database maintained by the Apache Software Foundation for Log4j vulnerabilities. It provides critical, authoritative data regarding affected library versions, dynamic parameter disabling options, and configuration overrides. It serves as a vital reference for verifying compliance across Java-based environments. language: None resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Vulnerabilities - Log4j Security Documentation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=l6szqle4bzDgvgJagl8z4PdMvpp_5xu-WPFDEhepQ0JV4o6p1Oiy79YAZuEPj3BnEO_EXjdV2VJH4ckf68foAKVHFZ9zL0POiDIgyviNM2LPLGkKCrmP95s8cCy29jWSMUodTlRNE7u4fcWrQ3_-0x0suxxUZh0nRgtFL0BouINjnmwDFGMwFhi1w5p0fjhA99nnnjuaIC8aIgq1A2Orcmawz9DQyoYwqLMlKMupP-U&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687 : title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering login.microsoftonline.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 03d6c7ba42ee4bd58d9869da5091e0480d3c7397888c94ad9c249b31c3772456 health_score: 100.0 last_checked: 1779130495.023288 needs_ai_refresh: true hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.023288+02:00' https://logz.io: title: logz.io description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering logz.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736142.840231 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:42:22.840231+02:00' https://logz.io/blog/aws-ec2-metrics: title: 'logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping'' with Logz.io' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping'' with Logz.io in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735876.136949 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:56.136949+02:00' https://logz.io/blog/aws-lambda-metrics-monitoring-guide: title: 'logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735876.271815 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md - docs/prometheus.md v2_locations: - aws-monitoring.md - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-18T00:37:56.271815+02:00' https://logz.io/blog/finops-observability-monitoring-kubernetes-cost: title: 'logz.io: FinOps Observability: Monitoring Kubernetes Cost' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: FinOps Observability: Monitoring Kubernetes Cost in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781735940.222784 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-06-18T00:39:00.222784+02:00' https://logz.io/blog/grok-pattern-examples-for-log-parsing: title: 'logz.io: Grok Pattern Examples for Log Parsing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: Grok Pattern Examples for Log Parsing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.636582 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.636582+02:00' https://logz.io/blog/kibana-tutorial-2: title: 'dzone: Kibana Tutorial: Part 2 - Creating Visualizations' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.887992 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.887992+02:00' https://logz.io/blog/logstash-grok: title: 'logz.io: A Beginner’s Guide to Logstash Grok' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: A Beginner’s Guide to Logstash Grok in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.739118 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.739118+02:00' https://logz.io/blog/monitoring-reality-check: title: 'logz.io: A Monitoring Reality Check: More of the Same Won’t Work' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: A Monitoring Reality Check: More of the Same Won’t Work in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.118234 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.118234+02:00' https://logz.io/blog/open-source-monitoring-tools-for-kubernetes: title: "logz.io: Top 11 Open Source Monitoring Tools for Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering logz.io: Top 11 Open Source Monitoring Tools for Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.287054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.287054+02:00' https://logz.io/blog/open-source-observability-adoption-migration-curve: title: 'logz.io: The Open Source Observability Adoption and Migration Curve' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: The Open Source Observability Adoption and Migration Curve in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736091.305271 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:31.305271+02:00' https://logz.io/blog/opensearch-1-0-ga-generally-available-elasticsearch-kibana-fork: title: 'logz.io: OpenSearch Is Now Generally Available!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: OpenSearch Is Now Generally Available! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.863319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.863319+02:00' https://logz.io/blog/prometheus-as-a-service-launch: title: "logz.io: Logz.io’s Prometheus-as-a-Service is Generally Available \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.076031 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.076031+02:00' https://logz.io/blog/unified-observability-kubernetes-360: title: 'logz.io: Unified Observability: Announcing Kubernetes 360' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032731.758361 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:31.758361+02:00' https://logz.io/blog/windows-kubernetes-nodes-aks-metrics: title: "logz.io: Collecting Metrics from Windows Kubernetes Nodes in AKS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering logz.io: Collecting Metrics from Windows Kubernetes Nodes in AKS \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736078.330937 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:18.330937+02:00' https://logz.io/learn/opentelemetry-guide: title: "==logz.io: Beginner’s Guide to OpenTelemetry== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032177.543548 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.543548+02:00' ? https://logz.io/news-posts/logz-io-announces-support-for-opensearch-a-community-driven-open-source-fork-of-elasticsearch-and-kibana : title: 'logz.io: Logz.io Announces Support for OpenSearch; A Community-driven Open'' Source Fork of Elasticsearch and Kibana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering logz.io: Logz.io Announces Support for OpenSearch; A Community-driven Open'' Source Fork of Elasticsearch and Kibana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781736101.754426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-06-18T00:41:41.754426+02:00' https://lonesysadmin.net: title: The Lone Sysadmin description: '' year: '2026' stars: 3 ai_summary: A veteran systems administration blog focusing on virtualization, hardware, and automation infrastructure. Written from a practitioner's perspective, it features case studies and architectural considerations for datacenter management. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Infrastructure Automation - SysAdmin Blogs tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://longhorn.io: title: Longhorn description: '' year: '2026' stars: 5 ai_summary: Longhorn is a lightweight, distributed block storage system for Kubernetes, engineered as a graduated CNCF project. It abstracts hardware arrays by configuring a replica-aware storage engine for each volume, operating as dynamic microservices to deliver features like snapshots, automated backups, and cross-cluster replication. language: Go resource_type: Platform complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Distributed Block Storage tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://loopholelabs.io: title: 'architect.io: Get started with the Terraform Kubernetes provider' description: '' year: '2022' stars: 0 ai_summary: A structured introduction to the official Kubernetes provider. Outlines how to define namespaces, secrets, configmaps, and simple microservice deployments using HCL declaratives rather than raw YAML resource files. language: HCL resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Official Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://lordofthejars.github.io/quarkus-cheat-sheet: title: Quarkus Cheat-Sheet description: '' year: '2026' stars: 0 ai_summary: A comprehensive reference detailing Quarkus reactive structures, build commands, and configuration properties. Curator Insight highlights subatomic packaging features. Live Grounding confirms its position as the de facto standard for cloud-native Java deployments. language: Java resource_type: Cheat Sheet complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Application Frameworks - Quarkus tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins: title: 'loves.cloud: CI/CD Pipeline Using Docker and Jenkins' description: '- [github.com/LovesCloud/java-groovy-docker](https://github.com/LovesCloud/java-groovy-docker)' year: '2021' stars: 0 ai_summary: Provides practical workflows demonstrating how to configure Jenkins pipelines with Docker-based execution nodes. Shows how to compile code inside dynamic containers, build security-audited docker images, and publish artifacts to docker registries. language: English resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Cloud Native Jenkins - Docker Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline: title: 'loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline' description: '' year: '2021' stars: 0 ai_summary: This guide provides blueprints for assembling an end-to-end automated DevSecOps pipeline. Shows how to chain static analysis (SonarQube), dependency checking, and container vulnerability scanning (Trivy) into active continuous integration workflows. language: English resource_type: Technical Tutorial complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security & Governance - DevSecOps - Automated Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://loves.cloud/kubernetes-an-introduction: title: 'loves.cloud: Kubernetes: An Introduction' description: '' year: '2020' stars: 3 ai_summary: Introduces the foundational architecture of Kubernetes, tracing its heritage from Google's internal Borg system to an open-source standard. Explains core concepts such as Pods, Services, Deployments, and the control plane architecture (API Server, etcd, Scheduler, Controller Manager) for bare-metal and cloud migrations. language: English resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Orchestration - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04: title: Setting Up a Kubernetes Cluster on Ubuntu 18.04 description: '' year: '2018' stars: 0 ai_summary: An early tutorial detailing step-by-step master and worker initialization on legacy Ubuntu 18.04 using Kubeadm. Explains system preparation, Docker daemon runtime configuration, and initial CNI deployment steps. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Provisioning - Bootstrapping - Guides tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://lucid.co/blog/agile-vs-waterfall-vs-kanban-vs-scrum: title: 'lucidchart.com: Agile vs. Waterfall vs. Kanban vs. Scrum: What’s the Difference?' description: '' year: '2022' stars: 0 ai_summary: Provides a visual-oriented breakdown of classic and modern software lifecycle management frameworks. Helps technical architects align operational workflows (such as sprint planning and continuous delivery cycles) with the organizational capability and architecture style of the organization. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Agile Methodologies - Process Comparison tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://lucid.co/lucidscale: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 752081eef220ca146312d72c672f3a0ad5b22a1bbb53d63dc25e17ce0476de2f health_score: 100.0 last_checked: 1779130494.976235 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.976235+02:00' https://lucid.co/marketplace/91074b9b/aws: title: Lucidchart description: '' year: '2025' stars: 0 ai_summary: Lucidchart's integrated AWS modeling module, optimized to dynamically visualize multi-region topologies, network firewalls, and resource clusters directly using official AWS iconography. language: None resource_type: SaaS Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Visualization - Interactive Diagramming - Enterprise tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://lucidscale.com: title: '==Lucidscale: Import your architecture==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f86b851e42c2dc350188fba6ffe061249a0358cc1fd5e9834c88f5f4cbfc0178 health_score: 100.0 last_checked: 1779034015.763716 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cloud-arch-diagrams.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.763716+02:00' https://lucperkins.dev/blog/service-mesh-use-cases: title: 'lucperkins.dev: Service mesh use cases' description: '' year: '2020' stars: 3 ai_summary: A comprehensive breakdown of architectural scenarios where introducing a service mesh becomes mathematically and operationally viable. It contrasts simple setups with distributed, high-security, and multi-cloud enterprise topologies requiring advanced traffic management. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Service Mesh - System Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://luis-sena.medium.com/automated-aws-load-balancer-warm-up-d0b4084c8bbc: title: '==luis-sena.medium.com: Automated AWS Load Balancer Warm-Up==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==luis-sena.medium.com: Automated AWS Load Balancer Warm-Up== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.463858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.463858+02:00' https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration-checklist: title: 'luke.geek.nz/azure: Azure Architecture - Solution Requirement Consideration Checklist' description: '' year: '2024' stars: 0 ai_summary: A comprehensive architectural considerations checklist for scoping Azure environments. Covers critical paths including disaster recovery, security, compliance, performance scaling, and cost tracking, ensuring solutions are robustly aligned with CAF standards. language: English resource_type: Architecture Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Microservices - Architecture Design - Architectural Governance tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources: title: 'luke.geek.nz: Using the Azure Naming Tool API to name your Bicep resources' description: '' year: '2023' stars: 0 ai_summary: Integrates the Azure Naming Tool REST API directly into Bicep templates during deployment loops. By utilizing deployment scripts or user-defined functions, it enforces consistent corporate naming standards programmatically. language: Bicep resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Governance - Enterprise Naming tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://luke.geek.nz/azure/export-azure-devops-repos-azure-storage-account: title: 'luke.geek.nz/azure: Export Azure DevOps Repositories to Azure Storage Account' description: '' year: '2023' stars: 3 ai_summary: Provides custom scripting recipes for archiving and exporting Git repositories from Azure DevOps organizations to secure Azure Storage accounts. While native recovery tools have evolved, 2026 compliance audits for highly regulated industries still mandate offline, secondary backups of both repositories and metadata. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Data Protection & Backup - Azure DevOps Security - Compliance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://lukechannings.com/blog/2020-05-10-kubernetes-gitops-lessons: title: 'blog.lukechannings.com: Mistakes made and lessons learned with Kubernetes and GitOps' description: '' year: '2020' stars: 0 ai_summary: A candid retrospective exploring hard-learned GitOps lessons. Focuses on synchronizing cluster state with Git, managing secrets securely within declarative repositories, and structuring repositories for multi-environment lifecycles. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Continuous Delivery - GitOps tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudformation: title: 'luminousmen.com: A very quick introduction to the pain of AWS CloudFormation' description: '' year: '2021' stars: 0 ai_summary: An objective critique analyzing the structural drawbacks of CloudFormation, including deployment delays, unhelpful rollbacks, and lack of client-side validation. It advises platform engineering teams on managing these pain points or transitioning to modern programmatic alternatives. language: N/A resource_type: Review complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - CloudFormation - Criticism & Analysis tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://luminousmen.com/post/kubernetes-101: title: 'luminousmen.com: Kubernetes 101' description: '' year: '2020' stars: 2 ai_summary: An introductory deep dive focusing on basic Kubernetes resource abstractions like Pods, ReplicaSets, and Deployments. Helps developers transition from docker-compose paradigms to orchestrator-centric declarative specifications. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Introduction - Core Abstractions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://luraproject.org: title: "Lura \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Lura (formerly KrakenD framework) is an ultra-performant, stateless API Gateway engine written in Go. It allows developers to construct high-throughput microservice aggregations, protocol translations, and response manipulations using declarative configurations with zero state. language: Go resource_type: Software Project complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - API Gateway - Go Engines tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://lwkd.info: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: abef4c1b542697bc31eb06ea8f7e6be97a0e0349b6ac94e5a74183ef8c6c6009 health_score: 100.0 last_checked: 1779032159.306171 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-newsletters.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:35:59.306171+02:00' https://lwkd.info/2026/20260514: title: Week Ending May 10, 2026 | Last Week in Kubernetes Development description: Weekly review of Kubernetes development, focusing on the latest PRs, API changes, and developer news in the k8s ecosystem. year: '2026' stars: 4 ai_summary: 'This issue of Last Week in Kubernetes Development (LWKD) highlights Jack Francis being nominated as the new chair of SIG Autoscaling, the closure of v1.37 Release Team shadow applications, and the publication of patch releases v1.33.12 through v1.36.1. Key architectural and development updates detailed in this issue include: * Implementations of new declarative validation guardrails. * Conditional authorization capabilities laying groundworks for v1.37.' language: en resource_type: Newsletter complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 39f631a61f5ff2fd463a52b82a9169849a0a68d87cce8e79653bd3694282d80d health_score: null last_checked: 1780351994.342465 needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - Development News tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-releases reputation_status: Vetted reputation_summary: Widely respected and official-adjacent weekly summary of core Kubernetes development, maintainers, and release cycles. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:13:14.342465+02:00' https://lwkd.info/2026/20260522: title: Week Ending May 17, 2026 | Last Week in Kubernetes Development description: The weekly engineering summary of merges, PRs, deprecations, and architectural changes in the core Kubernetes codebase. year: '2026' stars: 4 ai_summary: 'Curator Insight: LWKD is the industry''s premier resource for tracking internal development, API deprecations, and release status changes inside the Kubernetes ecosystem. Live Grounding: This specific edition for the week ending May 17, 2026, aggregates SIG-Contributor Experience reviews, key code merges, and technical changes in core development, offering an essential digest for cloud platform engineers operating large-scale orchestrators.' language: English resource_type: Newsletter complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: 005bb35b3e7888077ee71bfc941309922fa4a5362a7ac747cb12b94982dadcf1 health_score: null last_checked: 1780352404.14774 needs_ai_refresh: false hierarchy: - Container Orchestration - Kubernetes - Core Development tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: cicd-kubernetes-plugins reputation_status: Vetted reputation_summary: The premier, community-vetted authority for deep technical developments within the core Kubernetes engine. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:20:04.147740+02:00' https://lwkd.info/2026/20260524: title: Last Week in Kubernetes Development - Week Ending May 24, 2026 description: A comprehensive developer-focused summary of the latest code merges, KEPs, release schedules, and community changes in the Kubernetes project. year: '2026' stars: 4 ai_summary: The May 24, 2026 edition of Last Week in Kubernetes Development (LWKD) details the opening of the Kubernetes v1.37 release cycle and key developer updates, including leadership transitions in SIG Batch. This issue highlights a watch-based route controller reconciliation KEP, which replaces resource-intensive polling loops with informer-driven watch mechanisms. It also covers performance optimizations in the kube-proxy IPVS-mode and crucial bug fixes addressing leaked subPath volume handles on Windows platforms. language: en resource_type: newsletter complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 28ffd3654b742a3e60592bee214ec7529e2249fe6b3bb57ff805af21d9d037c2 health_score: null last_checked: 1780352828.641491 needs_ai_refresh: false hierarchy: - Kubernetes - Developer Community - Weekly Updates tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: kubernetes-newsletters reputation_status: Vetted reputation_summary: Industry-standard weekly digest summarizing core Kubernetes development activity. social_preview_url: '' source_provenance: X.com (kubernetesio) suggested_new_category: '' discovered_at: '2026-06-02T00:27:08.641491+02:00' https://lwn.net: title: LWN.net description: '' year: '2026' stars: 5 ai_summary: The premier journal for Linux kernel development, systems programming, and open-source community dynamics. Renowned for its unparalleled technical depth, LWN offers deep architectural analysis of kernel patches, filesystems, and security mechanisms. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operating Systems & Infrastructure - Linux Kernel - Engineering News tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://lynnlangit.medium.com/tech-anti-interviewing-106674655ea0: title: 'lynnlangit.medium.com: Tech Anti-Interviewing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering lynnlangit.medium.com: Tech Anti-Interviewing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029294.352886 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:14.352886+02:00' https://lzone.de: title: lzone.de/cheat-sheet/Maven description: '' year: '2026' stars: 0 ai_summary: A specialized Maven debugging sheet detailing transitive dependency resolution. Curator Insight underscores its target troubleshooting use. Live Grounding indicates its survival as a primary cheat sheet during classpath conflicts. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Build Automation - Maven tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://lzone.de/cheat-sheet/Docker%20Swarm: title: 'lzone.de: Docker Swarm Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 health_score: 100.0 last_checked: 1779029365.53866 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:25.538660+02:00' https://lzone.de/cheat-sheet/Maven: title: lzone.de/cheat-sheet/Maven description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 health_score: 100.0 last_checked: 1779030706.471475 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:46.471475+02:00' https://lzone.de/cheat-sheet/SSH: title: 'lzone.de: ssh cheat sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 health_score: 100.0 last_checked: 1779029932.539588 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:52.539588+02:00' https://lzone.de/cheat-sheet/Terraform: title: 'lzone.de: Terraform Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7 health_score: 100.0 last_checked: 1779032579.254505 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:59.254505+02:00' https://m.signalvnoise.com/running-spot-instances-effectively-with-amazon-eks: title: Running spot instances effectively with Amazon EKS description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a7ba0b6360bc882bc087f5aefd2cc30f87300bc3d991657d075f0207a29f22fb health_score: 100.0 last_checked: 1779033045.228346 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:45.228346+02:00' https://m3db.io: title: '**M3**:' description: '' year: '2023' stars: 0 ai_summary: Architectural homepage of M3, Uber’s highly scalable, distributed TSDB engine. Highly custom-built to support massive data ingestion volumes and dynamic metric downsampling with optimized storage layouts. language: Go resource_type: Official Portal complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Storage - M3 Engine tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://maarten.mulders.it/2020/11/whats-new-in-maven-4: title: 'maarten.mulders.it: What''s New in Maven 4' description: '' year: '2020' stars: 3 ai_summary: Deep technical review covering the core architectural changes introduced in Apache Maven 4, emphasizing the split between build and consumer POM configurations and lifecycle optimization. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Framework Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://mad.firstmark.com: title: 'mad.firstmark.com: The MAD (ML/AI/Data) Landscape' description: '' year: '2024' stars: 0 ai_summary: The definitive interactive map outlining the modern Machine Learning, AI, and Big Data landscape (MAD). Built and updated regularly, this portal segments thousands of open-source packages and cloud vendors. It is an indispensable dashboard for architects analyzing toolchain consolidation and technology selection. language: English resource_type: Interactive Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Strategy - Ecosystem Landscapes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://madeeshafernando.medium.com/capturing-heap-dumps-of-stateless-kubernetes-pods-before-container-termination-and-export-to-aws-s3-9602378ee60b : title: 'madeeshafernando.medium.com: Capturing Heap Dumps of stateless Kubernetes'' pods before container termination and export to AWS S3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering madeeshafernando.medium.com: Capturing Heap Dumps of stateless Kubernetes'' pods before container termination and export to AWS S3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034211.371633 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:11.371633+02:00' https://madhuakula.com/kubernetes-goat: title: "Kubernetes Goat \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An intentionally vulnerable cluster environment designed for hands-on cybersecurity training. Includes self-contained scenarios exploring SSRF, container escape, secrets leakage, and misconfigured RBAC roles. language: Go resource_type: tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Security - Security Training & Playgrounds - Kubernetes Goat Lab tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://madokai.medium.com/why-i-dont-consider-your-certifications-during-an-interview-fe4b62cf6f8c: title: Why I Don’t Consider Your Certifications During An Interview description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Why I Don’t Consider Your Certifications During An Interview in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032613.199721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - index.md - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.199721+02:00' https://magic-cookie.co.uk/iplist.html: title: magic-cookie.co.uk/iplist.html description: '' year: '2022' stars: 0 ai_summary: A clean, functional web-hosted tool designed to take target subnets and generate explicit lists of available IP host addresses. Simplifies routing tables, firewall access whitelist designs, and proxy allocations. language: HTML resource_type: Utility complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - CIDR Calculators tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://magnet.xataka.com/en-diez-minutos/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo: title: 'magnet.xataka.com: Esclavos de la improductividad: el 70% de las reuniones'' impiden que los empleados hagan su trabajo' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: c8afa2c1df5bc2e46319a80dee548dcef48095118de2ffdfed28d20680314000 health_score: 100.0 last_checked: 1779030883.120246 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:43.120246+02:00' ? https://magnet.xataka.com/en-diez-minutos/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos : title: 'magnet.xataka.com: La "gran renuncia" americana, o cómo los trabajadores'' se han hartado del sistema y están dejando sus empleos' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 95c3af12a163f8b47ad4e5236fd9fdf3de9957c1a9f4768a12746df19df4459a health_score: 100.0 last_checked: 1779030268.288699 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/recruitment.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:04:28.288699+02:00' https://maheshwari-bittu.medium.com/why-event-driven-architecture-eda-is-needed-fac2f00f25a8: title: "maheshwari-bittu.medium.com: Why Event-Driven Architecture (EDA) is needed?' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering maheshwari-bittu.medium.com: Why Event-Driven Architecture (EDA) is needed?' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034560.149221 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:00.149221+02:00' https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6: title: 'mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform:'' Streamline Your CI/CD Workflow' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform:'' Streamline Your CI/CD Workflow in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032339.748394 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:59.748394+02:00' https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189: title: 'mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with'' External Secrets Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with'' External Secrets Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031554.8503 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:54.850300+02:00' https://maintainermonth.github.com/partner-pack: title: Maintainer Month 2026 Partner Pack description: A compiled ecosystem of exclusive tools, discounts, and workspace perks dedicated to supporting open-source maintainers. year: '2026' stars: 4 ai_summary: 'An official developer ecosystem support portal curated by GitHub for the annual Maintainer Month celebration in 2026. - It acts as a consolidated directory of partnerships providing cloud-native developers with complimentary credits, feature flag systems, testing platforms, and threat intelligence reports. - Key architectural integrations include CI/CD enhancements, security audit modules, and dependency-updating systems specifically designed to improve OSS project maintainability.' language: en resource_type: website complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: 1cdeefef2912df2b947d799de16622b11e0c13bac1bd3136c8acc7bc085ca4e4 health_score: null last_checked: 1780352838.800994 needs_ai_refresh: false hierarchy: - Software Engineering - Open Source - Maintainer Resources - Community Ecosystems tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: devel-sites reputation_status: Vetted reputation_summary: Highly trusted official initiative by GitHub celebrating open-source maintainers. Well received and vetted by the broader developer community with zero issues of stability or abandonment. social_preview_url: https://maintainermonth.github.com/images/og/partner-pack.png source_provenance: X.com (GitHub) suggested_new_category: open-source-resources discovered_at: '2026-06-02T00:27:18.800994+02:00' https://maistra.io: title: Maistra.io description: '' year: '2022' stars: 0 ai_summary: Documentation and portal hub for Maistra, a customized OpenShift-centric distribution of Istio. Enhances core Istio upstream distributions with multi-tenant control, platform-specific operators, and seamless integration with Red Hat identity frameworks. language: English resource_type: Documentation complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - OpenShift tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://makefiletutorial.com: title: "makefiletutorial.com \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: An intensive reference manual detailing Makefile rules, pattern matching, dependencies, and shell automation. Vital for designing deterministic local compilation processes, testing flows, and Docker building protocols. language: Makefile resource_type: Developer Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Linux - Development - Build Systems tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://makendran.hashnode.dev/just-in-time-worker-nodes-with-karpenter: title: 'makendran.hashnode.dev: Just-in-time Worker Nodes with Karpenter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering makendran.hashnode.dev: Just-in-time Worker Nodes with Karpenter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030503.406385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:23.406385+02:00' https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide: title: 'mamaqueesscrum.com: Mamá… ¿Qué es Scrum?' description: '' year: '2018' stars: 3 ai_summary: Unpacks the hidden, undocumented operational responsibilities of a Product Owner in high-velocity agile teams. Discusses soft skills, managing internal corporate politics, aligning microservices roadmaps with legacy business systems, and acting as a technical translator to facilitate smooth development workflows. language: es resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Project Management - Agile Methodologies tags: - '[LEGACY]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' ? https://managedkube.com/gitops/flux/weaveworks/guide/tutorial/2020/05/01/a-complete-step-by-step-guide-to-implementing-a-gitops-workflow-with-flux.html : title: "A Complete Step by Step Guide to Implementing a GitOps Workflow with Flux \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: An early step-by-step tutorial outlining GitOps workflows with original Flux tools. Offers historical context but must be updated to Flux v2 and the modern GitOps Toolkit conventions. language: None resource_type: Technical Article complexity: Medium is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & Deployment - Flux Ecosystem tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k8sbot/2019/02/13/trace-ingress.html: title: 'managedkube.com: Troubleshooting a Kubernetes ingress' description: '' year: '2019' stars: 0 ai_summary: Kubernetes Ingress troubleshooting requires systematically tracing path matching, port definitions, and target service selectors. This guide isolates a common failure pattern where configuration mismatches between Ingress specifications and Pod ports disrupt traffic flow. It provides actionable diagnostic commands to verify endpoint connectivity and route mapping. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Networking - Ingress Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec4a3: title: 'manfredmlange.medium.com: Containerized Keycloak in Development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering manfredmlange.medium.com: Containerized Keycloak in Development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034372.737719 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:52.737719+02:00' https://manifests.io: title: "==manifests.io== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==manifests.io== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.428743 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.428743+02:00' https://manz.dev/cheatsheets: title: manz.dev/cheatsheets description: '' year: '2024' stars: 3 ai_summary: A collection of highly visual, modern cheat sheets focusing on CSS layout designs, JavaScript syntax structures, and browser DOM interfaces. Excellent reference for backend and full-stack developers looking to quickly resolve UI issues. language: JavaScript resource_type: Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Education - Frontend Development - Cheat Sheets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' ? https://maps.google.com/maps?q=18+China+St,+%2301-01+Ya+Kun+Kaya+Toast+(Far+East+Square),+Singapore+049560&ftid=0x31da190c7f13a56b:0xfa072ec1345f8321&entry=gps&shh=CAE&lucs=,94297699,100808504,94284460,94231188,94280568,47071704,94218641,94282134,94286869&g_ep=CAISEjI2LjE2LjAuODk4OTU0MjE1MBgAIIgnKlIsOTQyOTc2OTksMTAwODA4NTA0LDk0Mjg0NDYwLDk0MjMxMTg4LDk0MjgwNTY4LDQ3MDcxNzA0LDk0MjE4NjQxLDk0MjgyMTM0LDk0Mjg2ODY5QgJVUw%3D%3D&skid=0bd888ca-7b59-438a-af5f-992d9462bc9e&g_st=ic : title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: FILTERED addition_method: null content_hash: null health_score: null last_checked: 1780398878.782058 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} score: 5 discovered_at: '2026-06-02T13:14:38.782058+02:00' https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bcccc2f384: title: 'marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033019.41869 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.418690+02:00' https://marckean.com/2016/06/01/azure-vs-azure-ad-accounts-tenants-subscriptions: title: 'marckean.com: Azure Vs Azure AD – Accounts / Tenants / Subscriptions' description: '' year: '2016' stars: 3 ai_summary: An foundational article mapping out the relationships between Azure subscriptions, directory accounts, and tenants. While the underlying structures are still valid, 2026 architectures use Microsoft Entra ID naming conventions and prioritize modern cloud control planes over legacy subscription structures. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Identity & Access - Tenant Governance - Azure Subscriptions - Resource Hierarchy tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1: title: '==medium: Install Hashicorp Vault on Kubernetes using Helm - Part 1== |'' Marco Franssen' description: '' year: '2021' stars: 0 ai_summary: A comprehensive walkthrough demonstrating how to install and configure HashiCorp Vault inside a Kubernetes cluster using the official Helm chart. Explores setting up Raft storage backend, initializing the Vault transit seal, and configuring secure pod configurations. An excellent technical reference for establishing a reliable, self-hosted secret engine in cloud environments. language: English resource_type: Technical Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1781429954.226644 needs_ai_refresh: false hierarchy: - Security & Compliance - Secrets Management - HashiCorp Vault tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-06-14T11:39:14.226644+02:00' https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions: title: 'marcusnoble.co.uk: Restricting cluster-admin Permissions' description: '' year: '2022' stars: 0 ai_summary: Examines security risks associated with widespread `cluster-admin` usage. Proposes strategies to design specialized roles with precise apiGroup restrictions to establish guardrails around the control plane. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - RBAC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-cool: title: "marcusnoble.co.uk: Managing Kubernetes without losing your cool \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: A collection of survival tips for operations teams managing production clusters. Emphasizes establishing alerts based on actionable metrics, using declarative GitOps pipelines, and avoiding manual ad-hoc cluster changes. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Reliability - Troubleshooting tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://marinaaisa.com/es/blog/contractor-eeuu-espana: title: 'marinaaisa.com: Trabajar en remoto desde España como ''contractor''' description: '' year: '2022' stars: 0 ai_summary: An engineering-focused personal guide on working remotely from Spain as a contractor for United States entities. Covers dual-taxation avoidance strategies, W-8BEN form management, invoice processes, and structural solutions for managing foreign currency exposure in USD. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Remote Contracting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://markaicode.com/terraform-ai-infrastructure-as-code: title: 'Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code' description: '' year: '2024' stars: 0 ai_summary: Examines workflow improvements, automated code validation, and prompt-to-infrastructure engineering using modern LLM integrations in Terraform development lifecycles. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - AI Integration - Terraform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - iac.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://markdownguide.offshoot.io/cheat-sheet: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 52bc11ec9b2a62ba5cc6e84baa16ba9b9e14049b286b9b80cfc5ce4ea46e8aec health_score: 100.0 last_checked: 1779130494.929903 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md - docs/mkdocs.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.929903+02:00' https://marketplace.apilayer.com: title: any-api.com description: '' year: '2021' stars: 0 ai_summary: A comprehensive directory hosting documentation for public REST APIs. Offers standardized, unified interfaces for integrating third-party APIs into enterprise services, though recently transitioned towards centralized commercial API marketplaces. language: N/A resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Management - API Discovery - Marketplaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management: title: 'Atlassian Marketplace: Zephyr' description: '' year: '2024' stars: 5 ai_summary: Details Zephyr for Jira, an enterprise-grade test management solution natively integrated into the Jira workspace. Examines how QA teams define, execute, and track test cases directly inside Jira issues, ensuring traceability across user stories, automated test runs, and dynamic bug tracking workflows. language: None resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Quality Assurance & Testing - Test Management - Jira Integration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your-software-licenses: title: 'marketplace.atlassian.com: License Manager - Easily track your software licenses' description: '' year: '2024' stars: 2 ai_summary: Details an Atlassian Jira marketplace add-on designed to track and audit developer licenses. Shows how SaaS spend control can be integrated directly into project management platforms. language: English resource_type: Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - FinOps & Cloud Cost - SaaS FinOps - License Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.redhat.com: title: Red Hat Marketplace description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d health_score: 100.0 last_checked: 1779033002.880526 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ocp4.md - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:50:02.880526+02:00' https://marketplace.redhat.com/en-us/blog/dont-treat-kubernetes-storage-as-an-afterthought: title: 'marketplace.redhat.com: Dont treat Kubernetes storage as an afterthought:'' Turn to persistent container storage for high performance and availability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marketplace.redhat.com: Dont treat Kubernetes storage as an afterthought:'' Turn to persistent container storage for high performance and availability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d health_score: 100.0 last_checked: 1779033943.330782 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:43.330782+02:00' https://marketplace.redhat.com/sunset: title: Red Hat Marketplace description: '' year: '2024' stars: 2 ai_summary: Originally a portal dedicated to discovering, buying, and provisioning certified operators and third-party software on OpenShift. While the standalone portal has transitioned, the actual operational flow has been assimilated directly into the internal OpenShift OperatorHub interface. language: English resource_type: Official Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Ecosystem - Marketplace tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.visualstudio.com: title: marketplace.visualstudio.com description: '' year: '2023' stars: 0 ai_summary: The VS Code Extension Marketplace, serving as the central hub for discovering, validating, and installing IDE extensions. This core infrastructure enables developers to scale VS Code capabilities dynamically. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70 health_score: 100.0 last_checked: 1779031388.870688 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:08.870688+02:00' https://marketplace.visualstudio.com/azuredevops: title: "Azure DevOps \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Extends the VS Code platform with deep Azure DevOps integration, providing real-time pipeline status checks, work item tracking, and Git repository links. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70 health_score: 100.0 last_checked: 1779030051.887003 needs_ai_refresh: true hierarchy: - Collaboration - Continuous Integration - Azure tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:51.887003+02:00' https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisense&ssr=false: title: Helm Intellisense description: '' year: '2018' stars: 0 ai_summary: A standard-setting VS Code extension that enables autocompletion and path matching for Helm chart values files inside template paths, eliminating common typo bugs and deployment failures during manifest compilation. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031576.209182 needs_ai_refresh: false hierarchy: - Development Tools - VS Code - Kubernetes Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:16.209182+02:00' https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets: title: Rainbow Brackets description: '' year: '2023' stars: 0 ai_summary: A legacy brackets colorization extension. Note that native VS Code bracket pair colorization has superseded it, offering vastly superior performance and rendering speed on complex source files. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f331c7f678a9a0789fa359354af882ee0ff3e5a61e612a265f9db902329be99f health_score: 100.0 last_checked: 1779032679.088257 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.088257+02:00' https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode: title: Jira and Bitbucket (Official) description: '' year: '2026' stars: 4 ai_summary: Integrates Atlassian Jira issue boards and Bitbucket pipelines directly into the developer's workspace to reduce tab-switching during agile workflows. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ef02a176ed8182b14e202bc12c80e88f128aaf99bff23dceac1d08e690b7aba9 health_score: 100.0 last_checked: 1779034336.254384 needs_ai_refresh: true hierarchy: - Collaboration - Agile Management - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:16.254384+02:00' https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log: title: Turbo Console Log description: '' year: '2026' stars: 3 ai_summary: Automates the insertion of descriptive console log statements to speed up debugging in JavaScript and TypeScript. While useful for local exploration, production-ready microservices should prioritize structured logging using standards like OpenTelemetry over unstructured print statements. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 834cab4a0e49f593b95b5e24a9541cc50c232288e83cc3e77cadce07a8d457d9 health_score: 100.0 last_checked: 1779032518.478489 needs_ai_refresh: true hierarchy: - Development Environment - Debugging - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:58.478489+02:00' https://marketplace.visualstudio.com/items?itemName=DontShaveTheYak.jenkins-extension-pack: title: 'marketplace.visualstudio.com: Jenkins Extension Pack: DontShaveTheYak' description: '' year: '2024' stars: 0 ai_summary: A pre-curated editor extension pack tailored to optimize developer workflows. Includes custom Groovy autocompletion rules, pipeline linter commands, and snippets built around the DontShaveTheYak ecosystem. language: None resource_type: Editor Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline Architecture - Developer Tooling - Editor Extension tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig: title: 'EditorConfig:' description: '' year: '2023' stars: 0 ai_summary: EditorConfig establishes consistent layout properties across different IDE instances. Enforces styling metrics (such as tabs vs. spaces and encoding) based on a root configuration file, minimizing style deviations. language: TypeScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 6909429b63b131edb831259272fff223452a9dad1f909f4467f2228cf530645d health_score: 100.0 last_checked: 1779030115.393661 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:55.393661+02:00' https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow: title: BABA-Git Flow description: '' year: '2022' stars: 0 ai_summary: A specialized variation of GitFlow UI extensions for VS Code. It provides custom hooks and automated prefix tagging for releases, features, and hotfixes. Highly specific to groups utilizing git-flow alongside strict release conventions. language: TypeScript resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 7be92906e8ba3099256d26659e228ec8134953775a78d9f33fe0609cbb2b45c2 health_score: 100.0 last_checked: 1779033794.754428 needs_ai_refresh: true hierarchy: - Development Environment - IDE Extensions - Git Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.754428+02:00' https://marketplace.visualstudio.com/items?itemName=GitHub.copilot: title: "==GitHub Copilot== \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The premier AI pairing assistant, providing context-aware suggestions, testing scaffolds, and architectural refactoring directly within the IDE. In 2026, it is integrated into standard enterprise workflows, accelerating software delivery. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 39fe202473a16222c720c30a87c83f67b4b906d72367bf4b8ff2e63754b7083b health_score: 100.0 last_checked: 1779031647.579752 needs_ai_refresh: true hierarchy: - Development Environment - AI-Assisted Engineering - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.579752+02:00' https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme: title: "GitHub Theme \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The official GitHub visual styling for VS Code, including both light and dark modes modeled directly after the GitHub interface. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5289d3e5fedf455aad01120dd933f307715b32b5bc95707ad1559e105bfa08c6 health_score: 100.0 last_checked: 1779032578.741023 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:58.741023+02:00' https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub: title: "marketplace.visualstudio.com: GitHub Repositories \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Allows developers to browse, search, and edit GitHub repositories directly inside VS Code without local cloning. Crucial for navigating monorepos, performing rapid hotfixes, and reviewing multi-repository structures. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 80e4f1dcd659cea9007c4911f2ac25f1c3e737d77f0be217088b7cb1a8bcefa4 health_score: 100.0 last_checked: 1779033609.538685 needs_ai_refresh: true hierarchy: - Collaboration - Remote Development - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.538685+02:00' https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github: title: "GitHub Pull Requests and Issues \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Enables developers to review pull requests, address comments, and track issues directly within the editor. This minimizes context-switching, streamlining code reviews and collaboration within distributed DevOps teams. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: d653f3f79c55e207a67e80e44e9b30a3765e2ac199d6080e019727c3856bcd94 health_score: 100.0 last_checked: 1779032583.089357 needs_ai_refresh: true hierarchy: - Collaboration - Version Control - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:03.089357+02:00' https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code: title: GitFlow 4 Code description: '' year: '2021' stars: 0 ai_summary: An alternative wrapper for GitFlow commands within the Visual Studio Code environment. It automates common tasks such as prefixing branches and formatting merge requests. Best suited for teams maintaining strict GitFlow topologies who want to reduce terminal context-switching. language: TypeScript resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: d205fd5d664c5aec268e705634f547f45a8eba999335f997a86045e04220cd33 health_score: 100.0 last_checked: 1779029640.747256 needs_ai_refresh: true hierarchy: - Development Environment - IDE Extensions - Git Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:00.747256+02:00' https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree: title: Todo Tree description: '' year: '2023' stars: 0 ai_summary: Todo Tree consolidates comment tags (like TODO, FIXME, etc.) across the active codebase into an interactive workspace folder tree. Highly useful for pre-release audits and team technical debt reviews. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5c847404069b1df51d9db21a47ebc7a09a2a4d5648c2412de4192c6df67a9698 health_score: 100.0 last_checked: 1779032287.683283 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.683283+02:00' https://marketplace.visualstudio.com/items?itemName=Iterative.dvc: title: DVC description: '' year: '2024' stars: 4 ai_summary: The VS Code extension for Data Version Control (DVC) enables developers to view experiments, visual graphs, and dataset versions natively from their editor. By simplifying visual pipelines, it streamlines collaborative feature engineering and reproducible experimentation. language: TypeScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Data Version Control - Developer Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare: title: 'Live Share:' description: '' year: '2023' stars: 0 ai_summary: The Live Share VS Code extension installs collaborative workspace capabilities, establishing secure shared dev contexts, collaborative ports, and integrated voice/debug sessions directly between remote environments. language: TypeScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a3c2fc40bdeba31bc30584cc9e85a902e7895fd4f06e73396e1e6fb15e9b52c9 health_score: 100.0 last_checked: 1779033949.507195 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Remote Development & Collaborative Coding tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:49.507195+02:00' https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest: title: Jest description: '' year: '2026' stars: 4 ai_summary: Integrates Jest unit testing workflows directly into the editor. It offers real-time inline test failures, active watch mode triggers, and visual coverage reports. This setup simplifies local feedback loops for enterprise microservices developed in TypeScript or JavaScript. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: acc66fdb639df1514dff8912b59bbedb74683b9358c5a814a825f0c337963548 health_score: 100.0 last_checked: 1779032108.284336 needs_ai_refresh: true hierarchy: - Software Engineering - Testing - Unit Testing tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:08.284336+02:00' https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme: title: Material Icon Theme description: '' year: '2026' stars: 4 ai_summary: Enhances the IDE visual interface with recognizable file icons corresponding to languages, configurations, and cloud-native templates. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 9be3a1b07dcbe526a362cbd2102377fac18468885075250428881904ccd152ad health_score: 100.0 last_checked: 1779033823.352879 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.352879+02:00' https://marketplace.visualstudio.com/items?itemName=SebastianBille.iam-legend: title: ==IAM Legend== description: '' year: '2026' stars: 4 ai_summary: Provides autocomplete and inline documentation for AWS IAM policy documents inside VS Code. It helps platform and security engineers configure precise, least-privilege cloud permissions, reducing misconfiguration risks. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 1c662ef43b52567e3cceb92bdbf5b7b680ac59444cad23fbfe6481ab72b4a71b health_score: 100.0 last_checked: 1779029163.532162 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - SecOps - AWS IAM tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.532162+02:00' https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux: title: JirAux (Jira integration) description: '' year: '2021' stars: 0 ai_summary: A Jira integration extension designed to embed issue tracking directly into VS Code workspaces. It surfaces task lists, changesets, and assignees. This keeps software engineers aligned with project management pipelines without leaving their code canvas. language: TypeScript resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: fd5804eb7f5d3238a62c8d8bf1ef5445d974011e78238f920f8731a29210e98e health_score: 100.0 last_checked: 1779032880.218141 needs_ai_refresh: true hierarchy: - Development Environment - IDE Extensions - Project Management tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:00.218141+02:00' https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub: title: GitLive description: '' year: '2026' stars: 3 ai_summary: Integrates real-time visual indications of branch drifts and file conflicts directly into the IDE. It aims to reduce integration friction across distributed engineering teams by exposing parallel work before standard merges occur. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 999d5b79aec4693c66240bcfbae08ceb8707d0e1fd8043e86274661ff2ab2d91 health_score: 100.0 last_checked: 1779029482.701086 needs_ai_refresh: true hierarchy: - Collaboration - Version Control - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:22.701086+02:00' https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools: title: "marketplace.visualstudio.com: GitOps Tools for Flux \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Simplifies managing and visualizing GitOps resources powered by Flux directly inside the editor. Despite Weaveworks restructuring, the Flux ecosystem remains a dominant engine for production-grade Kubernetes deployments. language: TypeScript resource_type: Extension complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 9af625c4effe71ec906065bda55e2250a1e5861446e6fe70e9149861f34a623f health_score: 100.0 last_checked: 1779034030.776311 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - GitOps tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:10.776311+02:00' https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments: title: Better Comments description: '' year: '2023' stars: 0 ai_summary: Better Comments organizes source code documentation by applying distinct semantic colorizations to comments. Classifies tasks into alerts, queries, warnings, and TODOs, significantly improving overall team readability. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: cd2e94753d800170ed037f090f51b79cf7d6de8fec618b1b1e2a53271a4d9ad8 health_score: 100.0 last_checked: 1779030230.419173 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.419173+02:00' https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap: title: 'marketplace.visualstudio.com: CodeSnap' description: '' year: '2026' stars: 3 ai_summary: Creates highly customizable and beautiful screenshots of code blocks for architectural reviews, presentations, and tutorials. It is a utility for developer advocacy and engineering onboarding workflows. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d7e90c29f677534fe78f7dcb8c8abf11027202018ce8144b7666c939718f7917 health_score: 100.0 last_checked: 1779029883.471749 needs_ai_refresh: true hierarchy: - Collaboration - Documentation - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:03.471749+02:00' https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status: title: 'Alessandro Fragnani: Jenkins Status' description: '' year: '2022' stars: 0 ai_summary: Embeds dynamic Jenkins job status tracking into the VS Code status bar. It fetches remote build parameters via API to display build pass/fail statistics, keeping developer feedback loops tight during active coding sprints. language: TypeScript resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 449fec62f348ff45199e88b6e9631f0525aa71a58db33512508e8d92a30a63f0 health_score: 100.0 last_checked: 1779030934.382741 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Jenkins Tools - Monitoring tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:34.382741+02:00' https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-class-vscode: title: React Pure To Class description: '' year: '2026' stars: 2 ai_summary: Converts pure functional React components to class-based components. With the widespread adoption of Hooks and functional architectures in modern UI development, this tool has become a legacy helper primarily used for maintaining older web codebases. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ed5530f4a7d23a12466612e7d32530fef6d067770727fffb221a2a8777c04454 health_score: 100.0 last_checked: 1779032039.073548 needs_ai_refresh: true hierarchy: - Frontend Development - React Utility - VS Code Tooling tags: - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:59.073548+02:00' https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud: title: "marketplace.visualstudio.com: Learn Cloud \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: Visual Studio Code extension designed to accelerate cloud onboarding directly within the developer workspace. It streamlines access to Azure training modules and sandboxed labs, reducing cognitive context switching during technical training. language: TypeScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Tools - IDE Extensions - Azure Learning tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff: title: 'marketplace.visualstudio.com: Ruff extension for Visual Studio Code' description: '' year: '2026' stars: 5 ai_summary: Integrates the ultra-fast Rust-based Ruff linter and formatter directly into VS Code. In 2026, it is the standard for microservice backends, replacing flake8 and black with massive speed enhancements. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 7eecbfa866b8b7a5c738528c9396e543f9fcb71cee792ba49d85dc148706a128 health_score: 100.0 last_checked: 1779031396.989976 needs_ai_refresh: true hierarchy: - Development Environment - Linter and Formatter - Python tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:16.989976+02:00' https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense: title: Path Intellisense description: '' year: '2026' stars: 4 ai_summary: Provides dynamic path autocompletion during import statements and file references. This capability reduces import failures across large directories. Although modern language servers have improved built-in path resolution, this extension remains popular for deep directory layouts. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f64b8e0255bcbeeebe8137b1194de72a0bd2060d8f00c1bbf2c9f7adf426b60f health_score: 100.0 last_checked: 1779033619.109186 needs_ai_refresh: true hierarchy: - Development Environment - IDE Enhancements - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:19.109186+02:00' https://marketplace.visualstudio.com/items?itemName=cschleiden.vscode-github-actions: title: "GitHub Actions \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f844c19035655334933e41a62edff9ecda06584dd26d9beac271c6f22b838e84 health_score: 100.0 last_checked: 1779030577.890404 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:37.890404+02:00' https://marketplace.visualstudio.com/items?itemName=dag-andersen.kubernetes-reference-highlighter: title: "marketplace.visualstudio.com: Kubernetes Reference Highlighter \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Highlights cross-references inside Kubernetes manifest files, such as linking ConfigMaps and Secrets to Deployment specifications. Reduces misconfigurations and deployments crashes in complex environments. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 4034882b2d236513f2ede0125889a49bdb8bfec578f9aecd180c1f717fb6ae69 health_score: 100.0 last_checked: 1779031086.709364 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Configuration Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:06.709364+02:00' https://marketplace.visualstudio.com/items?itemName=dannysteenman.cloudformation-yaml-snippets: title: "CloudFormation Snippets \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: A comprehensive collection of AWS CloudFormation snippets formatted for both YAML and JSON, offering platform engineers rapid, boilerplate-free template creation for AWS infrastructure stacks. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a07a638d33edf74292547806fd6504ece2c19e0c7a5af1791534c448b878af54 health_score: 100.0 last_checked: 1779130494.929578 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - IaC Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.929578+02:00' https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint: title: 'ESLint:' description: '' year: '2023' stars: 0 ai_summary: ESLint embeds static linting analysis into the active editor, identifying syntax defects, security code smells, and configuration errors in real time to prevent issues prior to container compilation. language: JavaScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: dd05e43922828a105b2e942474a764321d41501579df800fd40a05e242e6b155 health_score: 100.0 last_checked: 1779033805.722462 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:25.722462+02:00' https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula: title: Dracula Official description: '' year: '2026' stars: 5 ai_summary: One of the most popular and cross-platform dark color palettes in software development, providing clear syntax highlighting and contrast. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: a1377ac560980128bbce3980b9af0ea0135ab80278fd5b2a1ca6cdb89879196b health_score: 100.0 last_checked: 1779034034.499059 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:14.499059+02:00' https://marketplace.visualstudio.com/items?itemName=dsteenman.cloudformation-yaml-snippets: title: "CloudFormation Snippets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b651a23ddd855358ffa4db601feb87d8d9eb7f2cb530d9356bbbbcd15a6100e8 health_score: 100.0 last_checked: 1779033507.922243 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:27.922243+02:00' https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens: title: "GitLens \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: GitLens supercharges Git capabilities within VS Code, providing instant code authorship visibility, interactive file histories, branch comparison matrices, and commit-level analysis directly within the editor workspace. language: TypeScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 768a3671ff35758c36b8618d9bf0fb26a9e855cfc0861efd6c803e32f74498c7 health_score: 100.0 last_checked: 1779033500.780531 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Version Control Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:20.780531+02:00' https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode: title: 'Prettier:' description: '' year: '2023' stars: 0 ai_summary: Prettier enforces unified formatting across multi-developer configurations. This AST-based code formatter eliminates layout debates by structuring code uniformly on save across all major web-oriented files. language: JavaScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a81f9be11f86ed8a661d2b6bbd4c0c0ff16446e41aeab4f299186cba33bcc2b5 health_score: 100.0 last_checked: 1779029992.822489 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.822489+02:00' https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus: title: Todo+ description: '' year: '2023' stars: 0 ai_summary: Todo+ manages task lists within the VS Code workspace, enabling inline timer tracking, markdown task tags, and task dashboard trees directly inside active repositories. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 25498d7e649ba60353b9f3af43cf9729d47e37d684a2566b9c60d6ed55be40f4 health_score: 100.0 last_checked: 1779032552.04564 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:32.045640+02:00' https://marketplace.visualstudio.com/items?itemName=fatihacet.gitlab-workflow: title: GitLab Workflow description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7bd4c431f9141b49a116a7dc20afa5fb7538276e487454f00df94f4ec16aa9e3 health_score: 100.0 last_checked: 1779031468.572613 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:24:28.572613+02:00' https://marketplace.visualstudio.com/items?itemName=github.vscode-github-actions: title: "GitHub Actions \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: The official GitHub Actions extension for VS Code, enabling developers to build, validate, monitor, and run CI/CD workflows natively within the IDE with real-time log streaming. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 78034cc2e83fa4dfdd1e8f834d4ebae0a489898520c9a0e256935e37a5090470 health_score: 100.0 last_checked: 1779130494.958095 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - CI/CD Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.958095+02:00' https://marketplace.visualstudio.com/items?itemName=gitlab.gitlab-workflow: title: GitLab Workflow description: '' year: '2019' stars: 0 ai_summary: Integrates GitLab's merge requests, issues, and CI/CD pipelines directly into VS Code, allowing platform engineers to monitor CI statuses and conduct code reviews seamlessly inside the workspace. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: a4b6a17418cc66fcbd47c4b43f4950d78472a530e67ff9b04cc1879907669a4b health_score: 100.0 last_checked: 1779130494.959657 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - CI/CD Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.959657+02:00' https://marketplace.visualstudio.com/items?itemName=hashicorp.terraform: title: Terraform description: '' year: '2020' stars: 0 ai_summary: The official HashiCorp Terraform extension, offering syntax highlighting, autocompletion, real-time dry-runs, and direct module documentation linkings to enforce clean IaC creation. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 8fd4ab9e536e0b0803b33d821316da5b0a063d64f569698302991bbfb65927bb health_score: 100.0 last_checked: 1779130494.930511 needs_ai_refresh: true hierarchy: - Development Tools - VS Code - IaC Extensions tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.930511+02:00' https://marketplace.visualstudio.com/items?itemName=hediet.vscode-drawio: title: Draw.io Integration description: '' year: '2026' stars: 5 ai_summary: Embeds a Draw.io editor directly inside VS Code, allowing users to store diagrams as XML, SVG, or PNG inside project repositories. It supports a 'Diagrams as Code' methodology, aligning software design documents directly with git commit histories. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5d7742e6b641b5dd0dd569c689189c13c36a83cb1cf779a9061e5b0b08137b07 health_score: 100.0 last_checked: 1779029464.815942 needs_ai_refresh: true hierarchy: - Engineering Productivity - Architecture Documentation - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:04.815942+02:00' https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode: title: Discord Presence Theme description: '' year: '2026' stars: 3 ai_summary: Integrates active VS Code workspace and language context directly with Discord's active presence, ideal for developer networking and student teamwork. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: d06a710642e2b1009f885fa357f4281f2f5827b79181a1eb0e5248601e9cdcd6 health_score: 100.0 last_checked: 1779032114.202246 needs_ai_refresh: true hierarchy: - Collaboration - IDE Customization - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:14.202246+02:00' https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support: title: 'ivory-lab: JenkinsFile Support' description: '' year: '2020' stars: 0 ai_summary: Delivers visual formatting and basic syntax detection for scripted and declarative Jenkins pipelines in VS Code. Standardizes syntax structures across shared team code repositories. language: Groovy resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 884af5ef0bfa776baf399d551b73025743989c5a40e6c185fb5badcdec5bf49c health_score: 100.0 last_checked: 1779029940.781112 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Jenkins Tools - Syntax Highlighting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.781112+02:00' https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector: title: Jenkins Pipeline Linter Connector description: '' year: '2021' stars: 0 ai_summary: Connects local VS Code configurations with a remote Jenkins server's dynamic pipeline linter API. It validates declarative Jenkinsfiles against active plugins and system schemas in real time, preventing syntax-driven CI pipeline failures. language: TypeScript resource_type: Editor Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 9c7e383d278d742d3eb4e1a3841b7b5f4e79d23d85256461ce456a8060aa89e9 health_score: 100.0 last_checked: 1779032149.995947 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Jenkins Tools - Validation & Linting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:49.995947+02:00' https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin: title: "Visual Studio Code JCasC-Plugin \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: A high-performance developer editor tool designed to provide autocompletion, real-time schema linting, and context-aware validation syntax checks specifically for managing complex Jenkins Configuration as Code declarations. language: TypeScript resource_type: Editor Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Infrastructure - Configuration as Code - Developer Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support: title: 'JM Meessen: Declarative Jenkinsfile Support' description: '' year: '2021' stars: 0 ai_summary: Provides targeted code snippets, auto-complete utilities, and syntax validations optimized for declarative Jenkinsfiles. It dramatically reduces developer syntax errors when managing complex multi-stage pipeline steps. language: TypeScript resource_type: Editor Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: cb255becbdbdf3aaffa195be60e5f54c698846f7264d63c9ed5fd1dd4963a5c2 health_score: 100.0 last_checked: 1779031356.128802 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Jenkins Tools - Validation & Linting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md - docs/visual-studio.md v2_locations: - visual-studio.md - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:36.128802+02:00' https://marketplace.visualstudio.com/items?itemName=jock.svg: title: 'SVG:' description: '' year: '2023' stars: 0 ai_summary: SVG adds structural vector graphic manipulation tools, allowing engineers to preview, manipulate, format, and audit XML vectors directly inside the workspace layout. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 2ba41011b47bf5aebc7a14742396c1c0ddc4fc5d74930e8f5d6485a0af08ce9f health_score: 100.0 last_checked: 1779032699.204253 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.204253+02:00' https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984: title: 1984 Theme description: '' year: '2026' stars: 3 ai_summary: A retro-neon vaporwave theme that provides a distinct high-contrast palette for custom development aesthetics. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1281da8893dacffc3fa47a9432818e7fa19ec39049080585431fdd3dda68bd53 health_score: 100.0 last_checked: 1779029475.210347 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:15.210347+02:00' https://marketplace.visualstudio.com/items?itemName=kennylong.kubernetes-yaml-formatter: title: "==marketplace.visualstudio.com: Kubernetes YAML Formatter== \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Formats Kubernetes YAML manifests specifically, enforcing standardization across deployments. Crucial for platform engineers managing large declarative infrastructures in multi-tenant environments. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: 94197bf4fb6ff39ea04ac3dee72d9a303994884fb5c26529f8cb6ba327c56ce9 health_score: 100.0 last_checked: 1779031425.538044 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Configuration Validation tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:45.538044+02:00' https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1: title: Auto Markdown TOC By AX1 description: '' year: '2023' stars: 0 ai_summary: Auto Markdown TOC automatically scans, maps, and structures dynamic directories in technical readmes and document structures, applying updates on file save actions to ensure navigation accuracy. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1cb7c331eca23567cce9c9ee8f6ecb05bf092af1985e5f1546f42ee2cd3f03fa health_score: 100.0 last_checked: 1779030538.572142 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:58.572142+02:00' https://marketplace.visualstudio.com/items?itemName=mauve.terraform: title: Terraform description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 27dbd02beeb29fe046dd9276b3ab60935903a7270f75d6cc37c6be0ebf32d2cf health_score: 100.0 last_checked: 1779030500.114545 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:20.114545+02:00' https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel: title: Babel JavaScript description: '' year: '2023' stars: 0 ai_summary: Provides ECMAScript syntax highlighting support for older JS parser platforms, helping modernize legacy JavaScript code bases within VS Code's editor structure. language: JavaScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 394a97ab4388baf20359e98ea1d8c9c4e87effec92374b5c60c983298dc57dde health_score: 100.0 last_checked: 1779031125.655617 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[LEGACY]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:45.655617+02:00' https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph: title: Git Graph description: '' year: '2023' stars: 0 ai_summary: Git Graph provides an interactive graph visualization of repository histories. It simplifies advanced operations such as interactive branch cherry-picks, rebasing, and merges through a graphical workspace context. language: TypeScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 88ea40b9a987f741e78523c6ed76fb11e95a93bbdba12298bfbe39f7434ed514 health_score: 100.0 last_checked: 1779031190.130387 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Version Control Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:50.130387+02:00' https://marketplace.visualstudio.com/items?itemName=mikestead.dotenv: title: DotENV description: '' year: '2026' stars: 4 ai_summary: Provides syntax highlighting, syntax validation, and basic formatting for `.env` files. This lightweight extension prevents parsing and configuration errors before environment variables are deployed. Although basic, it remains highly useful for local environment orchestration and credential preparation. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 68032b3b815fa7b6fa7229304d22d7dbf6b8cb867e65cf67d3dd41966d2354ea health_score: 100.0 last_checked: 1779031944.885847 needs_ai_refresh: true hierarchy: - Development Environment - Configuration Management - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.885847+02:00' https://marketplace.visualstudio.com/items?itemName=mindaro.mindaro: title: 'marketplace.visualstudio.com: Bridge to Kubernetes (VSCode)' description: '- [marketplace.visualstudio.com: Bridge to Kubernetes (Visual Studio)](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.mindaro) Bridge to Kubernetes for Visual Studio 2019' year: '2023' stars: 0 ai_summary: Official VS Code extension that implements the Bridge to Kubernetes local-to-remote cluster redirection framework. Allows developers to step through breakpoints in their local environment while acting as an integrated cluster endpoint. language: TypeScript resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development Workflow - IDE Extensions - Bridge to Kubernetes tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode: title: MongoDB for VS Code description: '' year: '2026' stars: 4 ai_summary: Explores, queries, and modifies MongoDB data collections natively without leaving the editor. Essential tool for developers writing and verifying backend microservices backed by document stores. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: 9fd10141ccf49873cc5ff2956f100048c135f74302f5b76fb51fba5734c34104 health_score: 100.0 last_checked: 1779032800.22788 needs_ai_refresh: true hierarchy: - Software Engineering - Databases - NoSQL tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:40.227880+02:00' https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode: title: Monokai Pro Theme description: '' year: '2026' stars: 4 ai_summary: A highly structured color palette designed to reduce eye strain and optimize visual parsing of nested structures and syntaxes. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: ef4408788374e6681236e6a864413511fa59c35b556c1f53bdee3690e5b0a8d9 health_score: 100.0 last_checked: 1779031844.369059 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.369059+02:00' https://marketplace.visualstudio.com/items?itemName=ms-azuretools.mindaro: title: 'marketplace.visualstudio.com: Bridge to Kubernetes (Visual Studio)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1566b680b9a6dffb1e52ccd9b7cc0d009f640d34cecaddc630e7db8dd119c359 health_score: 100.0 last_checked: 1779030425.66038 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:05.660380+02:00' https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azureappservice: title: 'marketplace.visualstudio.com: Azure App Service for Visual Studio Code' description: '' year: '2026' stars: 4 ai_summary: Simplifies deployment, configuration, and monitoring of applications hosted on Azure App Service. Useful for deploying monolithic apps and APIs, though complex architectures have shifted toward Kubernetes and Serverless. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: e76a54a2f90dd92666fa1e192d4a40965ed2746288d651a648d199e364f4bb9c health_score: 100.0 last_checked: 1779029158.608582 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - PaaS - Azure tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.608582+02:00' https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker: title: Docker description: '' year: '2026' stars: 5 ai_summary: Duplicate entry of the official Microsoft Docker extension, which allows engineers to scaffold, test, and run containers directly in their development environment. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: ec67cabf04775bef971027b3ab5da8772d96e8c16840494181eb4c14aef297f4 health_score: 100.0 last_checked: 1779034355.405628 needs_ai_refresh: true hierarchy: - Cloud Native - Containerization - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:35.405628+02:00' https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.kind-vscode: title: Kubernetes Kind (by Microsoft) description: '' year: '2026' stars: 4 ai_summary: Integrates KinD (Kubernetes in Docker) cluster management directly within VS Code, easing local microservice prototyping and controller debugging workflows. language: TypeScript resource_type: Extension complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 2fbd28f58ba9e1091333f7de82440e87f8543a7f0d4eaf4687015571815e4dae health_score: 100.0 last_checked: 1779032922.492155 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - Local Clusters tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.492155+02:00' https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools: title: Kubernetes (by Microsoft) description: '' year: '2026' stars: 5 ai_summary: The absolute standard extension for interacting with remote and local Kubernetes clusters, displaying live resources, forwarding ports, and streaming microservice logs. language: TypeScript resource_type: Extension complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: a3faaa339a94fec3c1c93186832d5a127d1d669afb37617fa479031884f0b48b health_score: 100.0 last_checked: 1779034516.919535 needs_ai_refresh: true hierarchy: - Cloud Native - Kubernetes - VS Code Tooling tags: - '[DE FACTO STANDARD]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:16.919535+02:00' https://marketplace.visualstudio.com/items?itemName=msazurermtools.azurerm-vscode-tools: title: "Azure Resource Manager (ARM) Tools \U0001F31F" description: '' year: '2026' stars: 4 ai_summary: Provides language server support, validation, and autocomplete for Azure Resource Manager (ARM) JSON templates. Although Microsoft Bicep and Terraform are often preferred for new projects, ARM tools remain critical for maintaining enterprise deployment patterns. language: TypeScript resource_type: Extension complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: ec48c3200b96acb827ffc68f3faf196f1e6e733ceaea3792d98196a6efe814fb health_score: 100.0 last_checked: 1779031333.41869 needs_ai_refresh: true hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.418690+02:00' https://marketplace.visualstudio.com/items?itemName=njpwerner.autodocstring: title: 'marketplace.visualstudio.com: autoDocstring - Python Docstring Generator' description: '' year: '2026' stars: 4 ai_summary: Generates structured docstrings for Python methods and classes dynamically based on various standard formats. Simplifies documenting APIs and data models within Python microservices. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 8cfcf558b30ea3b3899a076d5f4cd64f5b9718bb609b5446f0c6d06278957ee5 health_score: 100.0 last_checked: 1779030115.376638 needs_ai_refresh: true hierarchy: - Development Environment - Documentation - Python tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:55.376638+02:00' https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow: title: 'Indent-Rainbow:' description: '' year: '2023' stars: 0 ai_summary: Indent-Rainbow applies subtle color transitions to code indent blocks. This visual separation is highly effective at reducing cognitive overhead when editing nested YAML patterns or deep JSON profiles. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 5980133781101ddddc30ad6e70f789c6bb080f7c92bf70f10aced51b64933f7a health_score: 100.0 last_checked: 1779031566.869487 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:06.869487+02:00' https://marketplace.visualstudio.com/items?itemName=pnp.polacode: title: Polacode description: '' year: '2023' stars: 0 ai_summary: Polacode generates visually appealing, stylized screenshots of designated code blocks. It is highly valued for code-review processes, technical books, and slide decks. language: JavaScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 7b4f9b6ee2ba95b723bf6008f8d19147394a476f070e28936128bb9c550d057a health_score: 100.0 last_checked: 1779030522.286792 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:42.286792+02:00' https://marketplace.visualstudio.com/items?itemName=redhat.vscode-openshift-connector: title: "OpenShift Connector \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a7a3faeea1dae23bebbe75b9d4afa887c46ed8842e70d99a49fb06c498fc0164 health_score: 100.0 last_checked: 1779030927.834265 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/visual-studio.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:27.834265+02:00' https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer: title: 'Live Server:' description: '' year: '2026' stars: 4 ai_summary: Launches a local development server with live reload capability for static and dynamic frontend web pages. Ideal for rapid prototyping and mock integrations. However, in enterprise microservices, developers typically rely on reverse proxies or HMR-integrated bundlers for local testing. language: JavaScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 7fd2427d87787931b99f23deff6941b1b0760374b7df367c1d45b55f01b657e1 health_score: 100.0 last_checked: 1779030954.249605 needs_ai_refresh: true hierarchy: - Frontend Development - Local Server - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.249605+02:00' https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint: title: Prettier ESLint description: '' year: '2023' stars: 0 ai_summary: Combines ESLint configuration checks and Prettier formatting systems under one seamless runtime integration. Minimizes config conflicts between syntax checker specifications and styling layouts. language: JavaScript resource_type: Product complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: c91a68b089ba59b0e3cc7dc7099a10c526b7050656c6fdf8a92414c28f07cae4 health_score: 100.0 last_checked: 1779029325.505243 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.505243+02:00' https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight: title: Codey Midnight Theme description: '' year: '2026' stars: 3 ai_summary: A dark Salesforce-developed theme intended to optimize developer focus and provide accessible contrast levels during deep development sessions. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: f09459301e3e9922954ff442e820de29af2d947c4b0c3acfcec6d5a910e92f06 health_score: 100.0 last_checked: 1779033166.457855 needs_ai_refresh: true hierarchy: - Development Environment - IDE Customization - VS Code Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:46.457855+02:00' https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support: title: 'secanis.ch: Jenkinsfile Support' description: '' year: '2019' stars: 0 ai_summary: Provides basic Groovy and Jenkinsfile-specific syntax highlighting within VS Code. While older, it remains useful for developers deploying simple pipelines who want instant visual structure validation without configuring complex API linters. language: Groovy resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 56703cff4c23c5a57b61672606c42ed12e42eb1c731e348b63c70b8f7093d646 health_score: 100.0 last_checked: 1779030931.600255 needs_ai_refresh: true hierarchy: - CI/CD Pipeline - Jenkins Tools - Syntax Highlighting tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:31.600255+02:00' https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens: title: Error Lens description: '' year: '2023' stars: 0 ai_summary: Error Lens improves dev speed by outputting warning and error diagnostic texts directly on the code line. Eliminates the need to hover over syntax errors, reducing debug-cycle latency. language: TypeScript resource_type: Product complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 7a87e2eb57ed9ba8390e740001f0876fd03e85b43c2b3cc00dbdafbab131fbf3 health_score: 100.0 last_checked: 1779034522.72562 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.725620+02:00' https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow: title: gitflow by vector-of-bool description: '' year: '2020' stars: 0 ai_summary: Integrates the GitFlow branching model into the VS Code status bar. Designed for local branch lifecycle management, it allows developers to execute flow starts and finishes. Live Grounding notes it remains an active community convenience tool, though many teams have migrated to unified trunk-based development or native git extensions. language: TypeScript resource_type: Editor Extension complexity: Basic is_microservice: false status: online addition_method: manual content_hash: 3c3e8904a7dc79662479dff7ba7d8e8336b05fbc221cedd85cc248fb0e3423ce health_score: 100.0 last_checked: 1779029938.880421 needs_ai_refresh: true hierarchy: - Development Environment - IDE Extensions - Git Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.880421+02:00' https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight: title: TODO Highlight description: '' year: '2023' stars: 0 ai_summary: Scans and highlights markers like TODO, FIXME, or HACK within source code comments. Helps developers maintain high visibility over technical debt during iterative sprint cycles. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: b7027233699531b0769727f852af3b33ae26813800bd34fa47be82e3d291b652 health_score: 100.0 last_checked: 1779030561.592535 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.592535+02:00' https://marketplace.visualstudio.com/items?itemName=xyz.local-history: title: Local History description: '' year: '2026' stars: 4 ai_summary: Maintains an independent local timeline of file changes, acting as a fallback when code modifications have not yet been committed to Git. This local safety net helps prevent accidental data loss during local refactoring. language: TypeScript resource_type: Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 00ad2ed37cf647331fc2b70b6de07b4d2e95a92c7229e0236eafb6cc8cde28ae health_score: 100.0 last_checked: 1779032543.401347 needs_ai_refresh: true hierarchy: - Development Environment - Version Control - VS Code Tooling tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:23.401347+02:00' https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one: title: "Markdown All in One \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Markdown All in One automates common formatting tasks in markdown files. It manages auto-updating Tables of Contents, controls formatting short-keys, and handles list-generation systems in technical documentation. language: TypeScript resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c93827634c83e5e395daa936c49ab2fa738abc8e41737f1a13e3630b93b51703 health_score: 100.0 last_checked: 1779032227.620995 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Extension Development & Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:07.620995+02:00' https://marketplace.visualstudio.com/publishers/AmazonWebServices: title: AmazonWebServices description: '' year: '2023' stars: 0 ai_summary: Amazon Web Services' publisher portal hosting development kits, AWS Toolkit, and Cloud9 connectors. Enables deployment, serverless testing, and IAM integration directly from the IDE interface. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c0894b767c9291f7d3d8169f39960fbebb881ca17d835efae49b133bbafe69d0 health_score: 100.0 last_checked: 1779033576.158323 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:36.158323+02:00' https://marketplace.visualstudio.com/publishers/GoogleCloudTools: title: Google Cloud description: '' year: '2023' stars: 0 ai_summary: Google Cloud's extension ecosystem hosting Cloud Code. Delivers developer-focused tooling for writing, testing, debugging, and deploying cloud-native containerized applications directly on GKE and Cloud Run environments. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 6e072f93092b3232993e8b5acf73a801e18f4bac2a0c3cd274d44f0d7afc876d health_score: 100.0 last_checked: 1779031544.483839 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:44.483839+02:00' https://marketplace.visualstudio.com/publishers/Microsoft: title: "Microsoft \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Microsoft's official publisher hub on the VS Code Marketplace. Features foundational tools including Remote SSH, WSL, Python integration, and essential debuggers that form the core of most developer workflows. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: c647ebda87c29f444a9aa769bb33e8f2203707884bc1059c8ed8a11273512576 health_score: 100.0 last_checked: 1779033079.895553 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:19.895553+02:00' https://marketplace.visualstudio.com/publishers/Oracle: title: Oracle description: '' year: '2023' stars: 0 ai_summary: Oracle's publisher page featuring integrations for Java development, enterprise runtime setups, database connections, and GraalVM support, facilitating high-fidelity enterprise software engineering. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 9e969de81ab2a629bb1ae3dcb574d7ce3df7cfd9a77b9f060653f267059d3d48 health_score: 100.0 last_checked: 1779030584.034793 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:44.034793+02:00' https://marketplace.visualstudio.com/publishers/redhat: title: "Red Hat \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Red Hat's publisher hub on the VS Code Marketplace. Delivers key language servers and syntax schema validators for industry-standard configurations including XML, YAML, Ansible, and Kubernetes resources. language: N/A resource_type: Product complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 1f910509bac892c50a3985359b73b713b7b772f18aae42ddc7dc4eecfa412e3f health_score: 100.0 last_checked: 1779031182.154385 needs_ai_refresh: true hierarchy: - Developer Environment - IDE Tooling - Visual Studio Code - Ecosystem & General Productivity tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:42.154385+02:00' https://marklodato.github.io/visual-git-guide/index-en.html: title: "marklodato.github.io: A Visual Git Reference \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: A highly praised visual guide explaining Git commands via structural maps and diagrams. Clearly illustrates state transitions between the workspace, index, local repository, and remote servers. language: English resource_type: Reference Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Internals tags: - '[DE FACTO STANDARD]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409: title: 'Introducing Kiro: AWS Agentic AI-Based IDE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030572.328642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ai.md - docs/aws.md - docs/kubernetes.md v2_locations: - ai.md - aws.md - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:32.328642+02:00' https://markstevenson.org: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9583bfddc3f8276c2e12d01386e1bb3a76aaa4f9a5bb81bf510f8112bec15e10 health_score: 100.0 last_checked: 1779029950.320603 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/about.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:59:10.320603+02:00' https://martinfowler.com/articles/201701-event-driven.html: title: "martinfowler.com: What do you mean by “Event-Driven”? \U0001F31F" description: '' year: '2017' stars: 1 ai_summary: 'Martin Fowler clarifies the ambiguous term ''Event-Driven''. Outlines four distinct patterns: Event Notification, Event-Carried State Transfer, Event Sourcing, and CQRS, detailing their operational advantages and pain points.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Patterns - EDA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://martinfowler.com/articles/branching-patterns.html: title: 'martinfowler.com: Patterns for Managing Source Code Branches' description: '- [Release Branch Pattern:](https://martinfowler.com/articles/branching-patterns.html#release-branch) A branch that only accepts commits accepted to stabilize a version of the product ready for release.' year: '2020' stars: 0 ai_summary: An extensive architectural blueprint for source-control branch patterns. It compares Mainline Development, Release Branches, and Feature Branches, analyzing how branching decisions affect integration frequency, build testing, and release delivery times. language: English resource_type: Deep Dive complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Version Control - Development Models - Branching Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://martinfowler.com/articles/data-mesh-principles.html: title: 'martinfowler.com: Data Mesh Principles and Logical Architecture' description: '' year: '2020' stars: 0 ai_summary: 'The seminal architectural document by Zhamak Dehghani outlining Data Mesh principles: decentralized domain ownership, data as a product, self-serve data platforms, and federated computational governance. It details how to break down monolithic data lake infrastructures into domain-driven microservices.' language: N/A resource_type: Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Data Mesh - Foundations tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://martinfowler.com/articles/data-monolith-to-mesh.html: title: 'martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh' description: '' year: '2019' stars: 0 ai_summary: The primary architectural playbook for transitioning away from monolithic data lakes to a distributed, domain-centric Data Mesh. It highlights the organizational transformations, interface structures, and self-serve platform mechanics necessary to implement this architecture. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Data Mesh - Migration tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://martinfowler.com/articles/evodb.html: title: martinfowler.com description: '' year: '2023' stars: 0 ai_summary: A seminal essay on evolutionary database architectures. Highlights methods for treating database schemas as declarative code, versioning migrations, and automating data migrations safely inside unified application delivery pipelines. language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Database Migration - CI/CD & Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://martinfowler.com/articles/feature-toggles.html: title: 'martinfowler.com: Feature Toggles (aka Feature Flags)' description: '' year: '2017' stars: 0 ai_summary: Martin Fowler's foundational deep-dive into feature toggling architecture. He classifies toggles by their dynamism and lifespan (such as release, ops, experimental, and permission flags) and provides patterns for managing complex toggle configurations at scale. language: Markdown resource_type: Specification complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Feature Management - Architecture tags: - '[EMERGING]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://martinfowler.com/articles/originalContinuousIntegration.html: title: 'martinfowler.com: Continuous Integration (original version)' description: '' year: '2017' stars: 0 ai_summary: The canonical, industry-defining essay by software engineering pioneer Martin Fowler, establishing the fundamental tenants and best practices of Continuous Integration. It outlines core requirements such as automated self-testing, single-source repositories, daily main-line integrations, and automated deployments. It serves as the intellectual cornerstone for modern DevOps. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD - Methodology - Foundational Reading tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2017-06-01T00:00:00+02:00' https://martinfowler.com/articles/retrospective-antipatterns.html: title: "martinfowler.com: Retrospectives Antipatterns \U0001F31F" description: '' year: '2020' stars: 5 ai_summary: An authoritative breakdown of typical anti-patterns observed during agile retrospective sessions, such as the 'Blame Game' or 'Loudest Voice.' Explains how to reconstruct retrospectives into productive, post-mortem style continuous feedback loops that actively resolve systemic design flaws, optimize integration paths, and elevate overall team software delivery quality. language: en resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Agile Methodologies - Continuous Improvement tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://martinfowler.com/articles/serverless.html: title: 'martinfowler.com: Serverless Architectures' description: '' year: '2018' stars: 0 ai_summary: Martin Fowler's canonical analysis of serverless architectures. Compares Back-end-as-a-Service (BaaS) and Function-as-a-Service (FaaS) ecosystems, outlining core trade-offs regarding state management, horizontal scalability, operational costs, cold starts, security, and design complexity. language: English resource_type: Reference Guide complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - Serverless - Fundamentals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://martinfowler.com/bliki/KeystoneInterface.html: title: 'martinfowler.com: KeystoneInterface' description: '' year: '2021' stars: 0 ai_summary: Martin Fowler's architectural pattern for the Keystone Interface. Explains how placing incomplete backend features behind a critical interface gate allows developers to continuously deploy code without exposing unfinished work to end-users. language: Markdown resource_type: Specification complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Feature Management - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://martinfowler.com/nosql.html: title: NoSQL Guide, by Martin Fowler description: '' year: '2012' stars: 5 ai_summary: A foundational architectural survey of NoSQL design patterns, distinguishing between document, key-value, wide-column, and graph models. Fowler introduces polyglot persistence and analyzes CAP theorem trade-offs against traditional RDBMS relational constraints. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - NoSQL Databases - Reference Guides tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2012-06-01T00:00:00+02:00' https://martinheinz.dev/blog/35: title: "martinheinz.dev: It's Time to Forget About Docker \U0001F31F" description: '' year: '2020' stars: 4 ai_summary: Critically examines the OCI (Open Container Initiative) layer architecture to dismantle the assumption that the Docker daemon is required for packaging applications. Promotes alternative tooling such as Podman, Buildah, and Skopeo to improve daemonless security and run containers without root privileges. language: English resource_type: Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers & Orchestration - Container Engines - Alternatives tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://martinheinz.dev/blog/53: title: "martinheinz.dev: Could Kubernetes Pods Ever Become Deprecated? \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: An intellectual exploration of the foundational Pod abstraction. Outlines the technical realities of shared network namespaces and disk storage, and why Pods will remain the atomic unit of the cluster scheduler. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Core Concepts - Workloads - Pods tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://martinheinz.dev/blog/58: title: 'martinheinz.dev: Making Kubernetes Operations Easy with kubectl Plugins' description: '' year: '2026' stars: 0 ai_summary: A reference article outlining methods for optimizing development workflows with custom kubectl plugins. Highlights the architectural patterns for packaging, distributing, and invoking terminal extensions to minimize manual CLI overhead. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Command Line Tools - Operational Efficiencies tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://martinheinz.dev/blog/60: title: "martinheinz.dev: Keeping Kubernetes Clusters Clean and Tidy \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Examines cluster hygiene patterns. Details automated strategies for cleanups, removing orphaned configmaps, scaling down unused workloads, managing eviction limits, and system garbage collection mechanics. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Cluster Management - Garbage Collection tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://martinheinz.dev/blog/63: title: 'martinheinz.dev: Improving Application Availability with Pod Readiness Gates' description: '' year: '2021' stars: 0 ai_summary: 'Advanced exploration of Pod Readiness Gates as an extensibility interface for validating external network state. - Covers how cloud-native load balancers and service meshes interact with custom Pod conditions. - Indispensable for architectures requiring external validation prior to directing production traffic to Pods.' language: English resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Readiness Gates tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://martinheinz.dev/blog/73: title: "martinheinz.dev/blog/73: Automate All the Boring Kubernetes Operations with Python \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A hands-on Python automation guide. Details script designs to manage pods, clean configurations, and handle secrets in cloud-native environments, removing manual operational bottlenecks. language: Python resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & K8s - Kubernetes API - Python Automation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://martinheinz.dev/blog/85: title: 'martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing API' description: '' year: '2022' stars: 0 ai_summary: The Kubernetes Checkpointing API introduces the revolutionary ability to freeze and snapshot a running container's state to disk for backup or migration purposes. This technical analysis demonstrates how to leverage this API to capture memory-level states, enabling ultra-fast recovery and deep forensics of active workloads. However, as of 2026, this feature remains highly experimental and runtime-dependent. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes - Data Management - Checkpointing API tags: - '[EMERGING]' v1_locations: [] v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://martinheinz.dev/blog/89: title: 'martinheinz.dev: Boost Your Python Application Performance using Continuous Profiling' description: '' year: '2022' stars: 0 ai_summary: Examines continuous profiling processes to dynamically detect CPU bottlenecks and memory leaks in production servers. Compares performance impacts and granularity profiles of tools like Pyroscope and Py-Spy. Critical for architectural capacity planning and cost containment. language: Python resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Performance Optimization - Continuous Profiling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://martkos-it.co.uk/our-work/jmeter-testing-cheat-sheet-ng5zm-97y43-af8tj: title: 'martkos-it.co.uk: JMeter Cheat Sheet' description: '' year: '2026' stars: 0 ai_summary: A professional reference covering JVM allocation and distributed execution parameters in JMeter. Curator Insight highlights infrastructure scaling. Live Grounding reveals its use in testing target microservice elasticity. language: English resource_type: Cheat Sheet complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Performance Testing - JMeter tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://martkos-it.co.uk/s/jmeter-testing-cheat-sheet-v10.pdf: title: jmeter-testing-cheat-sheet-v10.pdf description: '' year: '2026' stars: 0 ai_summary: A detailed PDF cheat sheet targeting headless JMeter executions and JVM properties. Curator Insight notes its performance testing capabilities. Live Grounding confirms that automated CI builds heavily utilize these exact headless CLI switches. language: English resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Performance Testing - JMeter tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://marvelousmlops.substack.com: title: Marvelous MLOps Substack description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Marvelous MLOps Substack in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.0496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.049600+02:00' https://marvelousmlops.substack.com/p/cicd-for-mlops-on-gitlab-part-1: title: 'marvelousmlops.substack.com: CI/CD for MLOps on GitLab (part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: CI/CD for MLOps on GitLab (part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032797.693571 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:37.693571+02:00' https://marvelousmlops.substack.com/p/how-to-sell-mlops-in-large-organizations: title: 'marvelousmlops.substack.com: How to sell MLOps in large Organizations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: How to sell MLOps in large Organizations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.163316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.163316+02:00' https://marvelousmlops.substack.com/p/mlops-roadmap-2024: title: 'marvelousmlops.substack.com: MLOps roadmap 2024' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: MLOps roadmap 2024 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032383.208786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.208786+02:00' https://marvelousmlops.substack.com/p/model-serving-architectures-on-databricks: title: 'marvelousmlops.substack.com: Model serving architectures on Databricks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: Model serving architectures on Databricks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030438.536543 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.536543+02:00' https://marvelousmlops.substack.com/p/sharpen-your-cookiecutter-speed-up: title: 'marvelousmlops.substack.com: Sharpen your cookiecutter: speed up repo creation'' with workflows' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: Sharpen your cookiecutter: speed up repo creation'' with workflows in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034497.287992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:57.287992+02:00' https://marvelousmlops.substack.com/p/technical-roles-in-data-science-who: title: 'marvelousmlops.substack.com: Technical roles in Data Science: Who is doing'' what?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: Technical roles in Data Science: Who is doing'' what? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034207.951917 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:07.951917+02:00' https://marvelousmlops.substack.com/p/traceability-and-reproducibility: title: 'marvelousmlops.substack.com: Traceability & Reproducibility' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com: Traceability & Reproducibility in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029366.691087 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.691087+02:00' https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation: title: 'AI Meets Terraform: Prompt Strategies for Test Generation' description: '' year: '2024' stars: 0 ai_summary: Explores LLM prompting strategies designed to automatically generate high-quality integration testing assertions for Terraform infrastructure codebases. Outlines systematic framework specifications to minimize manual testing overhead. language: None resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - AI Integrations - Validation & Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md - ai.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://masterpoint.io/blog/terraform-use-cases: title: 'masterpoint.io: Three Terraform Use-cases You Need to Start Implementing' description: '' year: '2024' stars: 0 ai_summary: 'Presents three advanced structural paradigms: multi-region dynamic workspace state querying, native mock-testing checks, and programmatic policy validation integration. Demonstrates production patterns that decoupled dependencies and enforce safe execution boundaries.' language: HCL resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://masterpoint.io/updates/terraform-use-cases: title: 'masterpoint.io: Three Terraform Use-cases You Need to Start Implementing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: cbbbe2d9d2894182c5934e19b99ed045a8afe4d4d667cfe0bcfabb67c54d142c health_score: 100.0 last_checked: 1779034572.186144 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:12.186144+02:00' https://matiasmct.medium.com/observability-at-scale-52d0d9a5fb9b: title: 'matiasmct.medium.com: Observability at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering matiasmct.medium.com: Observability at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.878763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.878763+02:00' https://matt-rickard.com/docker-desktop-alternatives: title: 'matt-rickard.com: An Overview of Docker Desktop Alternatives' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 1630d7c0f79d77e3ae6f7fb3393b84d01722233861032053eabd5ea19da10e15 health_score: 100.0 last_checked: 1779032373.16813 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:33.168130+02:00' https://matt-rickard.com/how-to-calculate-a-cidr: title: 'matt-rickard.com: How to Calculate a CIDR' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ee4197cd28ae9db65e7b54e44d8bf55a72706d486ec3b676d37d23ad05aeb7c1 health_score: 100.0 last_checked: 1779033676.770537 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:16.770537+02:00' https://matt-rickard.com/infrastructure-as-code-will-be-written-by-ai: title: 'matt-rickard.com: Infrastructure as Code Will be Written by AI' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: adbeebee2c57b57dc87cfd628ac4fc2eb9b35f80564f9dc183852b4c9f99f28e health_score: 100.0 last_checked: 1779032519.887414 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/iac.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:59.887414+02:00' https://mattermost.com: title: Mattermost description: '' year: '2026' stars: 0 ai_summary: A secure, open-source chat and operational workflow platform targeted at high-security engineering environments. Features self-hosted orchestration, deep Slack API compatibility, integrated incident management pipelines, and strict compliance profiles suitable for defense and finance industries. language: Go resource_type: Open Source Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Workforce - Remote Work - Productivity Tools - Open Source tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster: title: 'mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes Cluster' description: '' year: '2022' stars: 0 ai_summary: This resource provides a comparative overview of seven premier open-source tools designed for Kubernetes security hardening. It introduces utilities like Trivy, Falco, and Kube-hunter, aligning each with specific pipeline gates or runtime defenses. Serves as a useful high-level map for architects selecting security tooling. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Tooling - Security Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html: title: "matthewpalmer.net: Kubernetes Ingress with Nginx Example \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Step-by-step architectural breakdown of implementing an NGINX Ingress Controller to manage external-to-internal cluster routing. Synthesizes key routing constructs, TLS termination setups via cert-manager, virtual hosting paths, and session affinity configurations vital for modern production topologies. language: YAML resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress - Nginx tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html: title: 'matthewpalmer.net: Kubernetes Networking Guide for Beginners' description: '' year: '2021' stars: 3 ai_summary: An introductory, developer-focused guidebook breaking down cluster network boundaries and abstract IP allocations. Designed to demystify container routing and service discovery for application programmers. language: English resource_type: Guide complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Fundamentals - Overview tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html: title: "matthewpalmer.net: Filesystem vs Volume vs Persistent Volume \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A developer-oriented guide explaining the conceptual differences between filesystems, generic container volumes, and Persistent Volumes. It uses clear examples, such as an NFS-backed Volume, to clarify how and when to use each configuration pattern. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Volume Fundamentals - Implementation Basics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mattias.engineer/blog/2024/azure-federated-credentials-github: title: 'mattias.engineer: Azure Federated Identity Credentials for GitHub' description: '' year: '2024' stars: 0 ai_summary: Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens. language: YAML resource_type: Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipeline - Security & Compliance - Access Control tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://mattias.engineer/blog/2024/terraform-professional-chapter-2: title: 'Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study Guide' description: '' year: '2024' stars: 0 ai_summary: An advanced study guide segment detailing the Terraform Authoring and Operations Professional Certification. Focuses on advanced deployment pipelines, complex state lock paradigms, deep provider configurations, and collaborative enterprise orchestration patterns. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Certifications - Terraform Professional tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://mattias.engineer/blog/2024/terraform-variable-cross-validation: title: 'mattias.engineer: Terraform Variable Cross Validation' description: '' year: '2024' stars: 0 ai_summary: Outlines progressive methodologies for variable validation block declarations. Discusses cross-variable dependencies and structural validation patterns that ensure dynamic validation constraints are applied before triggering execution phases. language: HCL resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Validation & Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://mattias.engineer/blog/2025/azure-ipam-with-terraform: title: Manage Azure IPAM with Terraform description: '' year: '2025' stars: 0 ai_summary: A comprehensive guide to automating Azure IP Address Management (IPAM) using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping address space allocation, and enterprise-wide IP tracking to prevent resource collision in complex hub-and-spoke virtual architectures. language: Terraform resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Azure IPAM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://mattias.engineer/blog/2025/azure-portal-export-terraform: title: Export Terraform Code from the Azure Portal description: '' year: '2025' stars: 0 ai_summary: A practical exploration of the Azure Portal's feature for exporting active cloud resource configurations directly into functional HashiCorp Terraform modules. Decreases setup friction for legacy system migrations. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Export Utility tags: - '[LEGACY]' v1_locations: [] v2_locations: - terraform.md - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://mattias.engineer/courses: title: "==mattias.engineer/courses== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 04f2a68aacd8a0e1c3b0fb60576dcc5f05527ab22416223c583a1a46dc41f6f0 health_score: 100.0 last_checked: 1779030363.353761 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:03.353761+02:00' https://mattias.engineer/courses/kubernetes: title: 'mattias.engineer/courses/kubernetes: Certified Kubernetes Application Developer (CKAD)' description: '' year: '2022' stars: 0 ai_summary: A comprehensive, structured online curriculum dedicated to building core competency in Kubernetes application development up to the CKAD level. It presents complex architectural abstractions in clean, modular lessons, emphasizing container runtimes, declarative specifications, and network policies. language: English resource_type: Course complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Training - Learning Path - CKAD tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mattias.engineer/courses/kubernetes/helm: title: "mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Comprehensive instructional module exploring basic and intermediate Helm tasks. Integrates localized labs covering chart structuring, release revisions management, and customized CLI command execution. language: English resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Application Delivery - Package Management - Introductory tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mattias.engineer/k8s/ingress: title: "mattias.engineer: Kubernetes-101: Ingress \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Fundamentals guide establishing the relationship between Ingress resources, Ingress Controllers, and target Services. Demystifies layer-7 routing rules and basic ingress YAML structures for beginners. language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Fundamentals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mattias.engineer/posts/terraform-testing-and-validation: title: "mattias.engineer: A Comprehensive Guide to Testing in Terraform: Keep your tests, validations, checks, and policies in order \U0001F31F" description: '' year: '2024' stars: 0 ai_summary: An outstanding, comprehensive architectural exploration of HCL validation layers. Compares variable validations, dynamic resource checks, state-level policy engines, and the native `terraform test` testing suite to build reliable codebases. language: HCL resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - Validation & Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://mattrickard.com/docker-desktop-alternatives: title: 'matt-rickard.com: An Overview of Docker Desktop Alternatives' description: '' year: '2021' stars: 0 ai_summary: Comprehensive overview of alternatives to Docker Desktop, evaluating Lima, Colima, Rancher Desktop, and Podman. Evaluates their underlying hypervisors and suitability for enterprise use cases. language: English resource_type: Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Development - Development Environments - Alternatives tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mattrickard.com/how-to-calculate-a-cidr: title: 'matt-rickard.com: How to Calculate a CIDR' description: '' year: '2022' stars: 0 ai_summary: Analyzes the mathematical properties, bitwise shifts, and binary configurations defining CIDR networks. Designed to build foundational expertise for network engineers configuring firewalls and dynamic cloud VPC layers. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - Mathematical Underpinnings tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai: title: 'matt-rickard.com: Infrastructure as Code Will be Written by AI' description: '' year: '2023' stars: 0 ai_summary: Explores how generative AI can be used to compile declarative DSL configurations. Argues that structural files (such as Terraform or Pulumi definitions) are excellent translation targets for LLMs due to explicit syntax schemas. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - AI Assisted tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://maven.apache.org: title: maven.apache.org description: '' year: '2026' stars: 5 ai_summary: The official documentation gateway to Apache Maven, the foundational software project management and comprehension tool. Standardizes Java project build lifecycles through declarative Project Object Model (POM) XML configurations. language: Java resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Apache Maven tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/guides/MavenQuickReferenceCard.pdf: title: 'maven.apache.org: Maven Quick Reference Card' description: '' year: '2026' stars: 0 ai_summary: An official Apache Maven reference detailing build lifecycles and plugins. Curator Insight marks this as vital context for JVM projects. Live Grounding confirms its role in preserving standard structure across legacy and modern corporate environments. language: XML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Build Automation - Maven tags: - '[LEGACY]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/guides/introduction/introduction-to-the-standard-directory-layout.html: title: 'maven.apache.org: Introduction to the Standard Directory Layout' description: '' year: '2026' stars: 5 ai_summary: Official specifications detailing the Maven Standard Directory Layout. Establishing highly rigid, predictable folder hierarchies ensures seamless code compilation and compilation reproducibility without custom config overrides. language: English resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Apache Maven Standards tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/plugins/maven-changelog-plugin: title: Apache Maven Changelog Plugin description: '' year: '2026' stars: 4 ai_summary: Official plugin designed to automatically generate change-history reports from your underlying SCM repository during the site-generation phase. Supports Git, SVN, and Mercurial. language: Java resource_type: Maven Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Release & Reporting Plugins tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/plugins/maven-checkstyle-plugin: title: Apache Maven Checkstyle Plugin description: '' year: '2026' stars: 5 ai_summary: Integrates formatting validation rules directly into the build phase. Enforces linting guidelines matching Sun or Google specifications, breaking builds upon high-severity syntax violations. language: Java resource_type: Maven Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Security & Code Quality tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/plugins/maven-javadoc-plugin: title: Apache Maven Javadoc Plugin description: '' year: '2026' stars: 5 ai_summary: Generates standardized, comprehensive API documentation in HTML layout using the javadoc tool. Configurable to strictly enforce javadoc correctness at runtime compilation. language: Java resource_type: Maven Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Release & Reporting Plugins tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/shared/maven-dependency-analyzer/index.html: title: Apache Maven Dependency Analyzer description: '' year: '2026' stars: 5 ai_summary: Official tool suite that analyzes Maven project dependencies to find unused declared dependencies and used undeclared dependencies, optimizing compiled runtimes and reducing dependency pollution. language: Java resource_type: Library complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Security & Code Quality tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maven.apache.org/surefire/maven-surefire-report-plugin: title: Maven Surefire Report Plugin description: '' year: '2026' stars: 5 ai_summary: Parses raw XML outputs from test execution tools like JUnit and TestNG during build workflows, rendering clean HTML visual reports detailing testing success, duration, and stacktraces. language: Java resource_type: Maven Plugin complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Build Systems - JVM Ecosystem - Testing Frameworks tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://maxilect-company.medium.com/graceful-shutdown-in-a-cloud-environment-the-example-of-kubernetes-spring-boot-f922b41adaa0: title: "maxilect-company.medium.com: Graceful shutdown in a cloud environment (the' example of Kubernetes + Spring Boot) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering maxilect-company.medium.com: Graceful shutdown in a cloud environment (the' example of Kubernetes + Spring Boot) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034207.955887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:07.955887+02:00' https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know: title: 'maximilianmichels.com: Kubernetes in a Nutshell: 10 Things You Need to Know' description: '' year: '2021' stars: 3 ai_summary: A comprehensive structural overview outlining ten foundational pillars of Kubernetes architecture, including declarative state, reconciliation loops, and decoupled storage abstractions. Offers concrete insights for systems architects transitioning to containerized workloads. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Architecture - Core Concepts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mayadata.io: title: MayaData description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering MayaData in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031838.885948 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:38.885948+02:00' https://mayankshah.dev/blog/demystifying-kube-proxy: title: 'mayankshah.dev: Demystifying kube-proxy' description: '' year: '2022' stars: 4 ai_summary: A comprehensive breakdown of kube-proxy, the crucial network daemon on each Kubernetes node. Explains how kube-proxy implements virtual IP mechanics, routes traffic using iptables, and translates Kubernetes Service abstractions into actual networking actions. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Service Mesh & Proxy - kube-proxy Mechanics tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mbbaig.blog/how-to-create-custom-helm-charts: title: "mbbaig.blog: How to create custom Helm charts \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering mbbaig.blog: How to create custom Helm charts \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030842.380435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:02.380435+02:00' https://mbuffett.com/posts/ktunnel-ngrok-replace: title: 'mbuffett.com: Replacing ngrok with ktunnel' description: '' year: '2020' stars: 0 ai_summary: A technical blog post detailing how to configure and utilize ktunnel to replace commercial ngrok tunnels. It outlines reverse tunneling architectures from local laptops into remote clusters for low-latency testing. language: Markdown resource_type: Article complexity: Simple is_microservice: false status: online addition_method: manual content_hash: 1a4aaab7001c467742b5189a9e4e94a11e9cb4aa8d0dcaff043256ed97876ea4 health_score: 100.0 last_checked: 1779032000.018332 needs_ai_refresh: true hierarchy: - Operations & UX - Network Tunneling - Developer Tools tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:20.018332+02:00' https://mckornfield.medium.com/working-with-hpas-in-kubernetes-ced39263b596: title: 'mckornfield.medium.com: Working with HPAs in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mckornfield.medium.com: Working with HPAs in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.271134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.271134+02:00' https://mcpbundles.com: title: MCPBundles description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 73ad596127eb3ef2efeae8037ac84e803f38e2fac0cb28dcdcfce00431d3896a health_score: 100.0 last_checked: 1779034132.234026 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ai-agents-mcp.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:52.234026+02:00' https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF: title: "Kubernetes Hardening Guidance \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Kubernetes Hardening Guidance \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: review_required addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779032874.431616 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} review_metadata: original_url: https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF proposed_url: NONE reason: 'High-Value Protection: 404' timestamp: '2026-05-18T18:54:54.989388' discovered_at: '2026-05-17T17:47:54.431616+02:00' ? https://media.pearsoncmg.com/aw/ecs_kurose_compnetwork_7/cw/content/interactiveanimations/recursive-iterative-queries-in-dns/index.html : title: 'media.pearsoncmg.com: Recursive/Iterative Queries in DNS' description: '' year: '2018' stars: 0 ai_summary: An interactive pedagogical animation comparing iterative and recursive DNS resolution processes. Vital for web and microservice systems engineers, this visual aid clarifies how root servers, TLD servers, and authoritative nameservers process network routing lookups under various query scenarios. language: N/A resource_type: Documentation complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Web Architecture - DNS - Protocols tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases: title: 'mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030422.718375 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:02.718375+02:00' https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a822d: title: 'NoSQL Databases: a Survey and Decision Guidance' description: '' year: '2019' stars: 4 ai_summary: A scientific taxonomy and decision model for selecting non-relational database architectures. Synthesizes transactional consistency models, consistency guarantees (PACELC), and performance characteristics under multi-regional replication topologies. language: N/A resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - NoSQL Databases - Decision Frameworks tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b0: title: 'medium: Using Terraform with Azure — the right way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using Terraform with Azure — the right way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033507.743222 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:27.743222+02:00' https://medium.com/4th-coffee/10-best-devops-tools-for-start-ups-91eb69bc3128: title: 'medium.com/4th-coffee: 10 Best DevOps Tools for Start-ups' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee: 10 Best DevOps Tools for Start-ups in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029552.35408 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:32.354080+02:00' https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb: title: "medium.com/4th-coffee: 10 New DevOps Tools to Watch in 2023 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/4th-coffee: 10 New DevOps Tools to Watch in 2023 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031647.231364 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:27.231364+02:00' https://medium.com/4th-coffee/a-comprehensive-tutorial-on-service-mesh-istio-envoy-access-log-and-log-filtering-8f3d939c081d: title: 'medium.com/4th-coffee: A Comprehensive Tutorial on Service Mesh, Istio,'' Envoy, Access Log, and Log Filtering' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee: A Comprehensive Tutorial on Service Mesh, Istio,'' Envoy, Access Log, and Log Filtering in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.295731 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.295731+02:00' https://medium.com/4th-coffee/state-of-kubernetes-secrets-management-in-2022-6148af91e7b5: title: 'medium.com/4th-coffee: State of Kubernetes Secrets Management in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee: State of Kubernetes Secrets Management in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033671.555246 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:11.555246+02:00' https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-policy-agent-6098463f8461: title: 'medium.com/4th-coffee: What is Policy-as-Code? An Introduction to Open Policy'' Agent' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee: What is Policy-as-Code? An Introduction to Open Policy'' Agent in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.234887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.234887+02:00' https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic-cloud-on-kubernetes-eck-31808ac60466: title: 'medium: A detailed guide to deploying Elasticsearch on Elastic Cloud on'' Kubernetes (ECK)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: A detailed guide to deploying Elasticsearch on Elastic Cloud on'' Kubernetes (ECK) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031450.783296 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:10.783296+02:00' ? https://medium.com/@.anders/learnings-from-our-8-years-of-kubernetes-in-production-two-major-cluster-crashes-ditching-self-0257c09d36cd : title: 'medium.com/@.anders: Lessons From Our 8 Years Of Kubernetes In Production'' — Two Major Cluster Crashes, Ditching Self-Managed, Cutting Cluster Costs, Tooling, And More' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@.anders: Lessons From Our 8 Years Of Kubernetes In Production'' — Two Major Cluster Crashes, Ditching Self-Managed, Cutting Cluster Costs, Tooling, And More in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.072413 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.072413+02:00' https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e: title: '==medium.com/@15daniel10: YOYO attack on a K8S cluster==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@15daniel10: YOYO attack on a K8S cluster== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.305844 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.305844+02:00' https://medium.com/@AceTheCloud-Abhishek/50-shades-of-containers-and-kubernetes-d2217fbea788: title: 'medium.com/@AceTheCloud-Abhishek: 50 Shades of Containers and Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@AceTheCloud-Abhishek: 50 Shades of Containers and Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030525.384847 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:45.384847+02:00' https://medium.com/@Alibaba_Cloud/getting-started-with-kubernetes-etcd-a26cba0b4258: title: 'medium: Getting Started with Kubernetes etcd' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Getting Started with Kubernetes etcd in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.370317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.370317+02:00' https://medium.com/@BeNitinAgarwal/lifecycle-of-docker-container-d2da9f85959: title: 'medium.com/@BeNitinAgarwal: Lifecycle of Docker Container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@BeNitinAgarwal: Lifecycle of Docker Container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031548.17818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:48.178180+02:00' https://medium.com/@CloudifyOps/setting-up-a-horizontal-pod-autoscaler-for-kubernetes-cluster-a7d3cf3be7: title: 'medium.com/@CloudifyOps: Setting up a Horizontal Pod Autoscaler for Kubernetes'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@CloudifyOps: Setting up a Horizontal Pod Autoscaler for Kubernetes'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032231.938339 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:11.938339+02:00' https://medium.com/@CuriousLearner/deploying-efk-stack-on-kubernetes-c25ba2682c99: title: 'medium.com/@CuriousLearner: Deploying EFK stack on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@CuriousLearner: Deploying EFK stack on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029063.260983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:23.260983+02:00' https://medium.com/@DevOps-Diva.o/implementing-security-on-azure-devops-pipelines-a653da4862a9: title: 'medium.com/@DevOps-Diva.o: Implementing Security on Azure DevOps Pipelines' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@DevOps-Diva.o: Implementing Security on Azure DevOps Pipelines in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033024.776805 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:24.776805+02:00' https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-afford-to-miss-b52d7cda1a52: title: 'medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t'' Afford to Miss' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t'' Afford to Miss in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032236.03232 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:16.032320+02:00' https://medium.com/@ElizAyer/meetings-are-the-work-9e429dde6aa3: title: 'medium.com/@ElizAyer: Meetings *are* the work' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ElizAyer: Meetings *are* the work in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.526538 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.526538+02:00' https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0e85e2ee34: title: 'medium.com/@GiantSwarm: Deep Dive Into Kubernetes Networking in Azure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@GiantSwarm: Deep Dive Into Kubernetes Networking in Azure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033735.318063 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:15.318063+02:00' https://medium.com/@GranulateIntel/the-fundamental-principles-of-kubernetes-capacity-management-e23f388b4f3: title: 'medium.com/@GranulateIntel: The Fundamental Principles of Kubernetes Capacity'' Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@GranulateIntel: The Fundamental Principles of Kubernetes Capacity'' Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030731.860266 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:11.860266+02:00' https://medium.com/@HirenDhaduk1/best-choice-to-run-your-containers-aws-fargate-or-aws-lambda-or-both-d9e14685a363: title: 'medium.com/@HirenDhaduk1: Best choice to run your containers: AWS FARGATE'' or AWS LAMBDA or Both?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@HirenDhaduk1: Best choice to run your containers: AWS FARGATE'' or AWS LAMBDA or Both? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033764.913194 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:44.913194+02:00' https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-usage-e4e8eef8aec3: title: 'medium.com/@HirenDhaduk1: Top Kubernetes Observability Tools and their Usage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@HirenDhaduk1: Top Kubernetes Observability Tools and their Usage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031435.486365 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:55.486365+02:00' https://medium.com/@KarlKFI/yaml-sh-yaml-sans-helm-e983a3dfdaec: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032076.655032 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/yaml.md v2_locations: [] youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:34:36.655032+02:00' https://medium.com/@Kubernetes_Advocate: title: "medium.com/@Kubernetes_Advocate \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@Kubernetes_Advocate \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030005.384735 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:05.384735+02:00' ? https://medium.com/@LachlanEvenson/how-to-enable-kubernetes-container-runtimedefault-seccomp-profile-for-all-workloads-6795624fcbcc : title: 'medium: How to enable Kubernetes container RuntimeDefault seccomp profile'' for all workloads' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to enable Kubernetes container RuntimeDefault seccomp profile'' for all workloads in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033213.016423 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:33.016423+02:00' https://medium.com/@LachlanEvenson/mutating-kubernetes-resources-with-gatekeeper-3e5585d49ead: title: 'medium: Mutating Kubernetes resources with Gatekeeper' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Mutating Kubernetes resources with Gatekeeper in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.846425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.846425+02:00' https://medium.com/@LachlanEvenson/verifying-container-signatures-on-kubernetes-with-gatekeeper-19a4519c3016: title: 'medium: Verifying container signatures on Kubernetes with Gatekeeper' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Verifying container signatures on Kubernetes with Gatekeeper in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031327.06646 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:07.066460+02:00' https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and-prometheus-3239079b138f: title: 'medium.com/@MetricFire: Monitoring Kubernetes tutorial: Using Grafana and'' Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@MetricFire: Monitoring Kubernetes tutorial: Using Grafana and'' Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.817495 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.817495+02:00' https://medium.com/@Mohamed-ElEmam/build-docker-images-in-kubernetes-pod-without-docker-kaniko-46e1a5b76c9: title: 'medium.com/@Mohamed-ElEmam: Build Docker Images in Kubernetes POD Without'' Docker -Kaniko' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Mohamed-ElEmam: Build Docker Images in Kubernetes POD Without'' Docker -Kaniko in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031215.609739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:15.609739+02:00' https://medium.com/@Paddy_Adallah/how-to-choose-kubernetes-platforms-for-enterprise-deployments-c04d5e436543: title: 'medium.com/@Paddy_Adallah: How to Choose Kubernetes Platforms for Enterprise'' Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Paddy_Adallah: How to Choose Kubernetes Platforms for Enterprise'' Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.04817 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.048170+02:00' https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and-aks-1fe42770cad3: title: 'medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034482.25414 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:42.254140+02:00' https://medium.com/@RoussiAbel/optimizing-java-base-docker-images-size-from-674mb-to-58mb-c1b7c911f622: title: 'medium.com/@RoussiAbel: Optimizing java base docker images size from 674Mb'' to 58Mb' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@RoussiAbel: Optimizing java base docker images size from 674Mb'' to 58Mb in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.795242 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.795242+02:00' https://medium.com/@Sandeepkallazhi/velero-backup-restore-for-k8s-stateful-applications-managed-by-operators-8fd9c732ffcc: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering medium.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031061.127293 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:41.127293+02:00' https://medium.com/@ScrumPokerPro/cloud-native-architecture-with-kubernetes-and-argocd-ebecda7784b8: title: 'medium.com/@ScrumPokerPro: Cloud native architecture with Kubernetes and'' ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ScrumPokerPro: Cloud native architecture with Kubernetes and'' ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033715.601731 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:55.601731+02:00' https://medium.com/@Techie1/networking-tasks-in-production-using-ansible-b09d0a6121f7: title: 'medium.com/@Techie1: Networking tasks in production using Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Techie1: Networking tasks in production using Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.264776 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.264776+02:00' https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86: title: medium 1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering medium 1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031079.690171 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:59.690171+02:00' https://medium.com/@TonyBologni/4-reasons-why-4-is-the-perfect-team-size-for-agile-software-development-8597d33f3cfe: title: "medium.com/@TonyBologni: 4 reasons why 4 is the perfect team size for (agile)' software development \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@TonyBologni: 4 reasons why 4 is the perfect team size for (agile)' software development \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034499.436767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.436767+02:00' https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024: title: 'medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with'' Terraform and Docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with'' Terraform and Docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033510.950322 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.950322+02:00' https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from-scratch-8e3a6b415387: title: 'medium.com/@ZiXianZeroX: Setting Up an On-premise Kubernetes Cluster from'' Scratch' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ZiXianZeroX: Setting Up an On-premise Kubernetes Cluster from'' Scratch in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031388.844332 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:08.844332+02:00' https://medium.com/@_gdantas/backstage-and-terraform-a-powerful-combination-for-ops-wonderful-for-devs-c04ebce849f0: title: 'medium.com/@_gdantas: Backstage and Terraform — A Powerful Combination for'' Ops, Wonderful for Devs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@_gdantas: Backstage and Terraform — A Powerful Combination for'' Ops, Wonderful for Devs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033794.810447 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.810447+02:00' https://medium.com/@a.j.abbott24/kubernetes-multi-environment-config-management-c36c5cf3bbac: title: '==medium.com/@a.j.abbott24: Kubernetes: Multi Environment Config Management==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@a.j.abbott24: Kubernetes: Multi Environment Config Management== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034134.342316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:54.342316+02:00' https://medium.com/@abdelrhmanahmed131/longhorn-distributed-block-storage-for-k8s-2ea11df400d1: title: 'medium.com/@abdelrhmanahmed131: Longhorn — Distributed Block Storage for'' K8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abdelrhmanahmed131: Longhorn — Distributed Block Storage for'' K8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.684973 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.684973+02:00' https://medium.com/@abdulfayis/storage-orchestration-for-kubernetes-c6370f943e23: title: 'medium.com/@abdulfayis: storage Orchestration for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abdulfayis: storage Orchestration for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029123.633869 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:23.633869+02:00' https://medium.com/@abhimanyubajaj98/deploying-kubernetes-from-scratch-with-terraform-a-step-by-step-guide-7d628910efd0: title: 'medium.com/@abhimanyubajaj98: Deploying Kubernetes from Scratch with Terraform:'' A Step-by-Step Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhimanyubajaj98: Deploying Kubernetes from Scratch with Terraform:'' A Step-by-Step Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030572.404825 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:32.404825+02:00' https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-using-oidc-f2044c88a53: title: 'medium.com/@abhinav.ittekot: Granting IAM permissions to pods in EKS using'' OIDC' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhinav.ittekot: Granting IAM permissions to pods in EKS using'' OIDC in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031327.101634 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:07.101634+02:00' https://medium.com/@abhinav.ittekot/running-kubernetes-jobs-with-sidecar-containers-8c034b020993: title: 'medium.com/@abhinav.ittekot: Running Kubernetes jobs with sidecar containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhinav.ittekot: Running Kubernetes jobs with sidecar containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030172.040379 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:52.040379+02:00' https://medium.com/@abhishekbhardwaj510/gitops-with-jenkins-and-kubernetes-c20425244c73: title: GitOps with Jenkins and Kubernetes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering GitOps with Jenkins and Kubernetes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031752.448725 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:12.448725+02:00' https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-tracking-with-prometheus-b0ed5b3efb32: title: 'medium.com/@abhisman.sarkar: Kubernetes Monitoring: Effective Cluster Tracking'' with Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhisman.sarkar: Kubernetes Monitoring: Effective Cluster Tracking'' with Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033037.067823 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:37.067823+02:00' https://medium.com/@adarsh.prabhu/microservices-and-the-world-with-a-service-mesh-ec9a709dd4b5: title: '==medium: Microservices and the World with a Service Mesh== | Adarsh Prabhu' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium: Microservices and the World with a Service Mesh== | Adarsh Prabhu in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031122.186216 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.186216+02:00' https://medium.com/@adeelsubhan25/how-to-setup-and-build-docker-images-on-windows-baf252152aca: title: 'medium.com/@adeelsubhan25: How to setup and build Docker Images on Windows' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adeelsubhan25: How to setup and build Docker Images on Windows in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034520.697114 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.697114+02:00' https://medium.com/@adityadhopade18/mastering-k8s-event-driven-autoscaling-cd1b9df78903: title: 'medium.com/@adityadhopade18: Mastering K8s Event Driven AutoScaling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adityadhopade18: Mastering K8s Event Driven AutoScaling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034262.455709 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:02.455709+02:00' https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilder-15db5f29ee50: title: 'medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030022.281294 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:22.281294+02:00' https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437e: title: "medium.com/@adolfo.diaz.zar: Secret Management with Terraform \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@adolfo.diaz.zar: Secret Management with Terraform \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031499.278385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:59.278385+02:00' ? https://medium.com/@adrianarba/ci-cd-defined-through-terraform-using-aws-codepipeline-aws-codecommit-and-aws-codebuild-12ade4d9cfa3 : title: '==medium.com/@adrianarba: CI/CD defined through terraform using AWS CodePipeline,'' AWS CodeCommit, and AWS CodeBuild==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@adrianarba: CI/CD defined through terraform using AWS CodePipeline,'' AWS CodeCommit, and AWS CodeBuild== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030499.558951 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:19.558951+02:00' https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-operator-part-2-1f67dbe5f14d: title: 'medium.com/@ahmed.farhan: Kafka Setup in Kubernetes Using Strimzi K8s operator'' — Part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ahmed.farhan: Kafka Setup in Kubernetes Using Strimzi K8s operator'' — Part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030367.136392 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:07.136392+02:00' https://medium.com/@ahmed.fathy.elayaat/gitops-fc27ef5a7836: title: 'medium.com/@ahmed.fathy.elayaat: What is GitOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ahmed.fathy.elayaat: What is GitOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030658.197021 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:58.197021+02:00' https://medium.com/@ahmet16ck/what-is-load-balancer-and-how-does-it-work-in-kubernetes-5ab5f0537069: title: "medium.com/@ahmet16ck: What Is Load Balancer and How Does It Work In Kubernetes' ? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@ahmet16ck: What Is Load Balancer and How Does It Work In Kubernetes' ? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.447517 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.447517+02:00' https://medium.com/@ahmetb/mastering-kubeconfig-4e447aa32c75: title: 'medium: Mastering the KUBECONFIG file' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Mastering the KUBECONFIG file in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.280539 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.280539+02:00' https://medium.com/@ajin.sunny/rate-limiting-in-distributed-systems-bbeca0c47b96: title: "medium.com/@ajin.sunny: Rate limiting in Distributed Systems \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@ajin.sunny: Rate limiting in Distributed Systems \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.294126 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.294126+02:00' https://medium.com/@ajin.sunny/system-design-architecture-stateful-vs-stateless-62ed0ddb9f2b: title: "==medium.com/@ajin.sunny: System Design Architecture: Stateful vs. Stateless==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@ajin.sunny: System Design Architecture: Stateful vs. Stateless==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.357764 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.357764+02:00' https://medium.com/@ajin.sunny/system-design-concept-rate-limiting-f4da72371533: title: "medium.com/@ajin.sunny: System Design Concept: Rate limiting \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@ajin.sunny: System Design Concept: Rate limiting \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033730.945206 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:10.945206+02:00' https://medium.com/@akamenev/running-sonarqube-on-azure-kubernetes-92a1b9051120: title: Running SonarQube on Kubernetes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Running SonarQube on Kubernetes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.632522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sonarqube.md v2_locations: - sonarqube.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.632522+02:00' https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-blackbox-exporter-f80166a328e9: title: "medium.com/@akashjoffical08: Monitor Uptime of Endpoints in K8s using Blackbox' Exporter \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@akashjoffical08: Monitor Uptime of Endpoints in K8s using Blackbox' Exporter \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.390307 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.390307+02:00' https://medium.com/@akshayavb99/integration-of-aws-terraform-and-github-for-automated-deployment-infrastructure-da0a19ff4e86: title: 'medium: Integration of AWS, Terraform, and GitHub for Automated Deployment'' Infrastructure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Integration of AWS, Terraform, and GitHub for Automated Deployment'' Infrastructure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032888.915071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:08.915071+02:00' https://medium.com/@akshitverma8191/prometheus-grafana-node-monitoring-on-kubernetes-79fd8311b56d: title: 'medium.com: Prometheus-Grafana : Node Monitoring on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Prometheus-Grafana : Node Monitoring on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030851.44028 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:11.440280+02:00' https://medium.com/@alamdar.hussain0007/gitops-with-kubernetes-f0912b644925: title: 'medium.com/@alamdar.hussain0007: GitOps with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alamdar.hussain0007: GitOps with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032961.107914 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:21.107914+02:00' https://medium.com/@alex.ivenin/chaos-engineering-in-kubernetes-4de425132ba1: title: 'medium.com/@alex.ivenin: Chaos engineering in kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alex.ivenin: Chaos engineering in kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029174.168184 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.168184+02:00' https://medium.com/@alex.ivenin/exploring-ephemeral-containers-in-kubernetes-bcceaf21101c: title: "medium.com/@alex.ivenin: Exploring ephemeral containers in kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@alex.ivenin: Exploring ephemeral containers in kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033313.461848 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:13.461848+02:00' https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24: title: 'medium: 5 tips for troubleshooting apps on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032152.570357 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:52.570357+02:00' https://medium.com/@alexellisuk/then-he-asked-me-is-kubernetes-right-for-us-78695ee35289: title: 'medium: Then he asked me “Is Kubernetes right for us?”' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Then he asked me “Is Kubernetes right for us?” in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031226.307416 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:26.307416+02:00' https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberry-pi-in-15-minutes-84a8492dc95a: title: Install Kubernetes with k3sup and k3s description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Install Kubernetes with k3sup and k3s in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.176148 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.176148+02:00' https://medium.com/@alexmogfr/zevent-place-how-we-handled-100k-ccu-on-a-real-time-collective-canvas-71d3d346e0ab: title: 'medium.com/@alexmogfr: ZEvent Place: How we handled 100k+ CCU on a real-time'' collective canvas' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alexmogfr: ZEvent Place: How we handled 100k+ CCU on a real-time'' collective canvas in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031714.532154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.532154+02:00' https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e7a0bc9a3fb6: title: "Eclipse MicroProfile: 5 Things You Need to Know \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Eclipse MicroProfile: 5 Things You Need to Know \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030826.868226 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:46.868226+02:00' https://medium.com/@alfahreiza/building-an-elt-pipeline-from-csv-to-bigquery-using-dbt-f6e3f30bfc9c: title: 'medium.com/@alfahreiza: Building an ELT Pipeline: From CSV to BigQuery using'' dbt' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alfahreiza: Building an ELT Pipeline: From CSV to BigQuery using'' dbt in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033002.044094 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:02.044094+02:00' https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd: title: 'medium.com/@amid.ukr: Agile Git branching strategies in 2023' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amid.ukr: Agile Git branching strategies in 2023 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030364.676915 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:04.676915+02:00' https://medium.com/@amir.ilw/kubernetes-storage-migration-ac48f6f9f5a5: title: "medium.com/@amir.ilw: Kubernetes Storage Migration \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@amir.ilw: Kubernetes Storage Migration \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034228.811998 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:28.811998+02:00' https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc-63571eaeed61: title: 'medium.com/@amirhosseineidy: Kubernetes authentication with keycloak oidc' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amirhosseineidy: Kubernetes authentication with keycloak oidc in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.256129 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.256129+02:00' https://medium.com/@amitabhprasad/kubernetes-volume-backup-for-disaster-recovery-56a5facee7fe: title: 'medium.com/@amitabhprasad: Kubernetes volume backup for disaster recovery' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amitabhprasad: Kubernetes volume backup for disaster recovery in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033100.790155 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.790155+02:00' https://medium.com/@anatoliydadashev/terraform-aws-decoupled-architecture-9135df865310: title: 'medium.com/@anatoliydadashev: Terraform & AWS decoupled architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anatoliydadashev: Terraform & AWS decoupled architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031442.143399 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.143399+02:00' https://medium.com/@andreas.soularidis/a-simple-guide-to-handle-text-files-in-python-cd8a1a33ecaf: title: 'medium: A Simple Guide to Handle Text Files in Python | Andreas Soularidis' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: A Simple Guide to Handle Text Files in Python | Andreas Soularidis in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032036.576312 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:56.576312+02:00' https://medium.com/@andreas.soularidis/learn-about-exceptions-in-python-fef309f66a78: title: 'medium.com: Learn about Exceptions in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Learn about Exceptions in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032968.814464 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:28.814464+02:00' https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-openshift-15051bc95535: title: 'medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029110.346522 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.346522+02:00' https://medium.com/@andrewachraf/detect-crashes-in-your-cluster-using-kwatch-an-slack-84b979e93e03: title: "medium.com/@andrewachraf: Detect crashes in your Kubernetes cluster using' kwatch and Slack \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@andrewachraf: Detect crashes in your Kubernetes cluster using' kwatch and Slack \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.343598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.343598+02:00' https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c: title: 'medium.com/@andrewjr350: Misunderstanding of Serverless (AWS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andrewjr350: Misunderstanding of Serverless (AWS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033784.681016 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:04.681016+02:00' https://medium.com/@andriikrymus/dns-config-for-eks-61eb70c3e31e: title: 'medium.com/@andriikrymus: DNS config for EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andriikrymus: DNS config for EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031755.230519 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:15.230519+02:00' https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed: title: 'medium: Single Sign-On in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Single Sign-On in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.529142 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/kubernetes-security.md v2_locations: - demos.md - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.529142+02:00' https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e: title: 'medium: Processing guarantees in Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Processing guarantees in Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030090.94494 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:30.944940+02:00' https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321: title: 'medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes'' Services (AKS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes'' Services (AKS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029820.498829 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:00.498829+02:00' https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on-aws-eks-3d76badb8942: title: '==medium.com/@ankit.wal: Understanding IAM roles for service accounts, IRSA,'' on AWS EKS==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@ankit.wal: Understanding IAM roles for service accounts, IRSA,'' on AWS EKS== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030295.722222 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.722222+02:00' https://medium.com/@ankitrai_13207/kubernetes-deployment-service-6f32b7e63f16: title: 'medium.com/@ankitrai_13207: Kubernetes: Deployment & Service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ankitrai_13207: Kubernetes: Deployment & Service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031113.204119 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:33.204119+02:00' https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-19eb7aa22626: title: 'medium.com/@anshuman2121: DevSecOps: Implement security on CICD Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anshuman2121: DevSecOps: Implement security on CICD Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.57475 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.574750+02:00' https://medium.com/@antoine.loizeau/add-a-switch-to-simplify-terraform-debugging-2d532eb889eb: title: 'medium.com/@antoine.loizeau: Add a switch to simplify Terraform debugging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@antoine.loizeau: Add a switch to simplify Terraform debugging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029269.744591 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.744591+02:00' https://medium.com/@anujsharma12feb/devops-tools-handbook-b42487a53353: title: "medium: DevOps tools Handbook \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: DevOps tools Handbook \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033213.01287 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:33.012870+02:00' https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-5503d9ba95d6: title: AWS App Mesh with EKS and Canary deployment description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering AWS App Mesh with EKS and Canary deployment in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029513.453693 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md - docs/servicemesh.md v2_locations: - demos.md - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:53.453693+02:00' https://medium.com/@anurag2397/solving-javas-core-problems-around-memory-and-cpu-4d0c97748c43: title: 'medium.com/@anurag2397: Tuning JVM containers for better CPU and memory'' utilisation in K8s environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anurag2397: Tuning JVM containers for better CPU and memory'' utilisation in K8s environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033400.214664 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:40.214664+02:00' https://medium.com/@aqsarahman71/introduction-to-kaniko-912e0f494570: title: 'medium.com/@aqsarahman71: Introduction to Kaniko' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@aqsarahman71: Introduction to Kaniko in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033663.180439 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:03.180439+02:00' https://medium.com/@arbnair97/introduction-to-kubernetes-network-policy-and-calico-based-network-policy-675a7fa6b5dc: title: 'medium.com/@arbnair97: Introduction to Kubernetes Network Policy and Calico'' Based Network Policy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@arbnair97: Introduction to Kubernetes Network Policy and Calico'' Based Network Policy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032970.966232 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:30.966232+02:00' https://medium.com/@aritra.chatterjee_/hexagonal-architecture-in-java-7ac8f4bea753: title: 'medium.com/@aritra.chatterjee_: Hexagonal architecture in java' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@aritra.chatterjee_: Hexagonal architecture in java in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.400075 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.400075+02:00' https://medium.com/@arton.demaku/managing-stateful-applications-with-kubernetes-statefulsets-3eeec9e9d151: title: 'medium.com/@arton.demaku: Managing Stateful Applications with Kubernetes'' StatefulSets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@arton.demaku: Managing Stateful Applications with Kubernetes'' StatefulSets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.375894 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.375894+02:00' https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7: title: 'medium: Azure DevOps HandBook !' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Azure DevOps HandBook ! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034262.459801 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:02.459801+02:00' https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of-f7c48aaa854f: title: 'medium: AWS Services Every Developer Should Be Aware Of' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS Services Every Developer Should Be Aware Of in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029070.205211 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.205211+02:00' https://medium.com/@atif.ramzan89/top-7-cloud-source-code-management-tools-features-and-pricing-plans-105f4eb88a3a: title: 'medium: Top 7 Cloud Source Code Management Tools Features and Pricing Plans' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Top 7 Cloud Source Code Management Tools Features and Pricing Plans in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030238.327491 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:58.327491+02:00' https://medium.com/@avyanab/deploy-a-two-tier-architecture-with-aws-and-terraform-cloud-c6087f118ba7: title: 'medium.com/@avyanab: Deploy A Two-Tier Architecture with AWS and Terraform'' Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@avyanab: Deploy A Two-Tier Architecture with AWS and Terraform'' Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.372349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.372349+02:00' https://medium.com/@ayushsingh1525/aws-configuration-with-apache-server-in-ec2-using-ansible-2ef61f98872e: title: 'medium: AWS Configuration with Web Server in EC2 Using Ansible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS Configuration with Web Server in EC2 Using Ansible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.664502 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.664502+02:00' https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628777fdb0c2: title: 'medium.com/@badawekoo: Helm theory, demo and commands you need to know!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo: Helm theory, demo and commands you need to know! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.549987 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.549987+02:00' https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes-pod-50ccf156ec18: title: '==medium.com/@badawekoo: Limit number of processes running in a Kubernetes'' pod==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@badawekoo: Limit number of processes running in a Kubernetes'' pod== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029507.181792 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.181792+02:00' https://medium.com/@badawekoo/monitoring-in-devops-lifecycle-4d9a2f277eb0: title: 'medium.com/@badawekoo: Monitoring in DevOps lifecycle' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo: Monitoring in DevOps lifecycle in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029118.632101 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.632101+02:00' https://medium.com/@badawekoo/scaling-in-kubernetes-what-why-and-how-d120e99be071: title: 'medium.com/@badawekoo: Scaling in Kubernetes _What, Why and How?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo: Scaling in Kubernetes _What, Why and How? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032613.205319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.205319+02:00' https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complete-demo-part-1-83f0a1fb8f: title: 'medium.com/@badawekoo: Using RBAC in Kubernetes for authorization-Complete'' Demo-Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo: Using RBAC in Kubernetes for authorization-Complete'' Demo-Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.249149 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.249149+02:00' https://medium.com/@bareckidarek/tcp-packets-traffic-visualization-for-kubernetes-by-k8spacket-and-grafana-bb87cb106f30: title: 'medium.com/@bareckidarek: TCP packets traffic visualization for kubernetes'' by k8spacket and Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bareckidarek: TCP packets traffic visualization for kubernetes'' by k8spacket and Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.738233 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.738233+02:00' https://medium.com/@bchenjh/full-fine-tuning-of-llama2-on-kubernetes-a983e1eb2259: title: 'medium.com/@bchenjh: Distributed full fine-tuning of Llama2 on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bchenjh: Distributed full fine-tuning of Llama2 on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032181.874484 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:21.874484+02:00' https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e: title: 'medium: AWS configuration files, explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS configuration files, explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032622.457829 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:42.457829+02:00' https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster-on-aws-some-practical-tips-60400963c588: title: 'medium.com/@benjamin.christmann_12432: Setting up your first EKS cluster'' on AWS: some practical tips' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@benjamin.christmann_12432: Setting up your first EKS cluster'' on AWS: some practical tips in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031102.988616 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:22.988616+02:00' https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8s-cluster-4b88e6f021bc: title: 'medium.com/@benjaminacar.private: A Comprehensive Guide to Setup a New K8s'' Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@benjaminacar.private: A Comprehensive Guide to Setup a New K8s'' Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032457.067154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.067154+02:00' https://medium.com/@betz.mark/understanding-resource-limits-in-kubernetes-cpu-time-9eff74d3161b: title: 'medium: Understanding resource limits in kubernetes: cpu time' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Understanding resource limits in kubernetes: cpu time in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032877.754591 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:57.754591+02:00' https://medium.com/@bgrant0607/advantages-of-storing-configuration-in-container-registries-rather-than-git-b4266dc0c79f: title: "medium.com/@bgrant0607: Advantages of storing configuration in container' registries rather than git \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@bgrant0607: Advantages of storing configuration in container' registries rather than git \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032888.913187 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:08.913187+02:00' https://medium.com/@bherta/using-kubernetes-operators-to-manage-the-lifecycle-of-ai-applications-5682c3b372b3: title: 'medium: Using Kubernetes Operators to Manage the Lifecycle of AI Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using Kubernetes Operators to Manage the Lifecycle of AI Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.166637 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.166637+02:00' https://medium.com/@bijit211987/devsecops-approach-with-terraform-and-ci-cd-pipelines-f556c2d5b40d: title: 'medium.com/@bijit211987: DevSecOps Approach with Terraform and CI/CD Pipelines' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987: DevSecOps Approach with Terraform and CI/CD Pipelines in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030710.979301 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:50.979301+02:00' https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-open-source-approach-ab4bc08f67e9: title: 'medium.com/@bijit211987: Grafana with OpenTelemetry, Vendor-neutral and'' open-source approach' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987: Grafana with OpenTelemetry, Vendor-neutral and'' open-source approach in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.27698 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.276980+02:00' ? https://medium.com/@bijit211987/kubernetes-ready-for-stateful-workloads-and-to-revolutionize-enterprise-database-management-3cd619b1a0b2 : title: 'medium.com/@bijit211987: Kubernetes ready for stateful workloads and to'' Revolutionize Enterprise Database Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987: Kubernetes ready for stateful workloads and to'' Revolutionize Enterprise Database Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033157.891887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:37.891887+02:00' https://medium.com/@bijit211987/kubernetes-roadmap-edd06067fa72: title: 'medium.com/@bijit211987: Kubernetes Roadmap' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987: Kubernetes Roadmap in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033500.316393 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:20.316393+02:00' https://medium.com/@bijit211987/observability-driven-development-2bc2cdde8661: title: 'medium.com/@bijit211987: Observability Driven Development (ODD)-Enhancing'' System Reliability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987: Observability Driven Development (ODD)-Enhancing'' System Reliability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033479.071849 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:59.071849+02:00' https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-c5c0c6fe9593: title: '==medium.com/@bill.salvaggio: The AWS Cloud Resume Challenge Project==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@bill.salvaggio: The AWS Cloud Resume Challenge Project== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.408237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.408237+02:00' https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-part-ii-5c36029dbc59: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030685.009382 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/introduction.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.009382+02:00' https://medium.com/@blgreco72/debugging-kubernetes-services-locally-8cb14bf8745a: title: "medium.com/@blgreco72: Debugging Kubernetes Services Locally \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@blgreco72: Debugging Kubernetes Services Locally \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032639.813014 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:59.813014+02:00' https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled-error-96f3be9c931d: title: 'medium.com/@bm54cloud: Stressing a Kubernetes Pod to Induce an OOMKilled'' Error' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bm54cloud: Stressing a Kubernetes Pod to Induce an OOMKilled'' Error in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.402133 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.402133+02:00' ? https://medium.com/@boomimagestudio-techblog/goodbye-jenkins-how-drone-simplifies-ci-cd-for-engineering-teams-everywhere-73a7db435a86 : title: 'medium: Goodbye Jenkins: How Drone Simplifies CI/CD for Engineering Teams'' Everywhere' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029246.4059 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:47:26.405900+02:00' https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734af: title: 'medium: Kubernetes the hard way on Docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes the hard way on Docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030412.963943 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:52.963943+02:00' https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d: title: 'medium.com/@brunoolimpio: Kubernetes DeepDive — Parte 2 - Kubernetes RBAC'' and more... | Bruno Olimpio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@brunoolimpio: Kubernetes DeepDive — Parte 2 - Kubernetes RBAC'' and more... | Bruno Olimpio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.137049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.137049+02:00' https://medium.com/@brunosquassoni/creating-a-kubernetes-cluster-step-by-step-bd9ae3c85275: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.292226 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.292226+02:00' https://medium.com/@bubu.tripathy/blue-green-deployment-using-kubernetes-be994df956b4: title: 'medium.com/@bubu.tripathy: Blue-Green Deployment using Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bubu.tripathy: Blue-Green Deployment using Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029374.187696 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.187696+02:00' https://medium.com/@bubu.tripathy/headless-k8s-service-924c689607a7: title: 'medium.com: Headless Kubernetes Service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Headless Kubernetes Service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032421.011674 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:21.011674+02:00' https://medium.com/@bunnyshell/how-to-overcome-infrastructure-as-code-iac-challenges-f4947be7cde2: title: 'medium.com/@bunnyshell: How to Overcome Infrastructure as Code (IaC) Challenges' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bunnyshell: How to Overcome Infrastructure as Code (IaC) Challenges in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030295.736368 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.736368+02:00' https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53: title: 'medium.com/@buraktahtacioglu: AWS Well-Architected Framework — AWS Roadmap' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@buraktahtacioglu: AWS Well-Architected Framework — AWS Roadmap in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.470481 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-architecture.md v2_locations: - aws-architecture.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.470481+02:00' https://medium.com/@buraktahtacioglu/gitops-fundamentals-cncf-roadmap-fa686dbced9d: title: 'medium.com/@buraktahtacioglu: GitOps Fundamentals — CNCF Roadmap' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@buraktahtacioglu: GitOps Fundamentals — CNCF Roadmap in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031079.648653 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:59.648653+02:00' https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp-vault-8efb5e1d87fd: title: 'medium.com/@calvineotieno010: Managing Application Secrets with Hashicorp'' Vault' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@calvineotieno010: Managing Application Secrets with Hashicorp'' Vault in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033903.303685 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.303685+02:00' https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware-vsphere-56c5e5d76a80: title: 'medium.com: Red Hat OpenShift Virtualization in nested VMware vSphere Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Red Hat OpenShift Virtualization in nested VMware vSphere Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.519122 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.519122+02:00' https://medium.com/@casperrubaek/why-keda-is-a-game-changer-for-scaling-in-kubernetes-4ebf34cb4b61: title: 'medium.com/@casperrubaek: Why KEDA is a game-changer for scaling in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@casperrubaek: Why KEDA is a game-changer for scaling in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.50071 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.500710+02:00' https://medium.com/@cbkwgl/continuous-monitoring-in-devops-8d4db48a0e24: title: "medium.com/@cbkwgl: Continuous Monitoring in DevOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@cbkwgl: Continuous Monitoring in DevOps \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033071.767592 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:11.767592+02:00' https://medium.com/@cdoan/ibm-multicloud-manager-cluster-sizing-bc3b609b7de9: title: 'medium: IBM Multicloud Manager Cluster Sizing' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034557.870955 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ibm_cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:15:57.870955+02:00' https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a-custom-index-html-page-5b4de0a7aa1b: title: 'medium.com/@chamakenjefi: Kubernetes deployments using a ConfigMap with'' a custom index.html page' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@chamakenjefi: Kubernetes deployments using a ConfigMap with'' a custom index.html page in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034486.848634 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:46.848634+02:00' ? https://medium.com/@chandranathmondal/self-service-amazon-eks-cluster-provisioning-with-kubernetes-configuration-applied-372bce839d7 : title: "medium.com/@chandranathmondal: ==Self-service Amazon EKS Cluster provisioning' with Kubernetes configuration applied== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@chandranathmondal: ==Self-service Amazon EKS Cluster provisioning' with Kubernetes configuration applied== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033713.516154 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:53.516154+02:00' https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe66ddfad6: title: 'medium.com/@charled.breteche: Kind, Cilium, MetalLB, and still no kube-proxy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@charled.breteche: Kind, Cilium, MetalLB, and still no kube-proxy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029060.744027 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:20.744027+02:00' ? https://medium.com/@charled.breteche/kubernetes-security-control-pod-to-pod-communications-with-cilium-network-policies-d7275b2ed378 : title: 'medium.com/@charled.breteche: Kubernetes Security — Control pod to pod communications'' with Cilium network policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@charled.breteche: Kubernetes Security — Control pod to pod communications'' with Cilium network policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032371.442842 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:31.442842+02:00' https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05d984: title: '==medium.com/@charled.breteche: Securing Grafana with Keycloak SSO==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@charled.breteche: Securing Grafana with Keycloak SSO== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031696.479804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:16.479804+02:00' https://medium.com/@chrisedrego/kubernetes-monitoring-kube-state-metrics-df6546aea324: title: 'medium: Kubernetes Monitoring: Kube-State-Metrics' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Monitoring: Kube-State-Metrics in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029628.480961 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:48.480961+02:00' https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4-of-8-4aa860d823f6: title: 'medium: Ansible AWX: from scratch to REST API (part 4 of 8)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Ansible AWX: from scratch to REST API (part 4 of 8) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.479426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.479426+02:00' https://medium.com/@cloud_tips/kubernetes-incident-response-94daac6d7a2b: title: 'medium.com/@cloud_tips: Kubernetes Incident Response' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@cloud_tips: Kubernetes Incident Response in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031520.695443 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:20.695443+02:00' https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: title: 'medium.com/@cloud_tips: Kubernetes Security Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@cloud_tips: Kubernetes Security Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031981.114863 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:01.114863+02:00' ? https://medium.com/@clymeneallen/best-practices-monitoring-system-for-multi-k8s-cluster-environments-using-open-source-d85544052f37 : title: 'medium.com/@clymeneallen: Best Practices, Monitoring System for Multi-K8s'' Cluster Environments Using Open Source' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@clymeneallen: Best Practices, Monitoring System for Multi-K8s'' Cluster Environments Using Open Source in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032080.278156 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:40.278156+02:00' https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b: title: Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033187.033858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md - docs/networking.md - docs/terraform.md v2_locations: - azure.md - networking.md - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:07.033858+02:00' https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42: title: 'medium.com/@codingkarma: Kubernetes Goat Part-1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@codingkarma: Kubernetes Goat Part-1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030267.643257 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:27.643257+02:00' https://medium.com/@connect.hashblock/learn-how-you-can-create-a-chatbot-in-python-da136467309b: title: 'medium.com/@connect.hashblock: Learn how you can create a chatbot in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@connect.hashblock: Learn how you can create a chatbot in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029163.303002 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.303002+02:00' https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631cbee: title: 'medium.com: Installing an OKD 4.5 Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Installing an OKD 4.5 Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030589.130614 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:49.130614+02:00' https://medium.com/@cyber-security/devops-01-example-project-with-terraform-ade540824db1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.125676 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.125676+02:00' https://medium.com/@d.deloatch/how-to-stop-all-instances-using-aws-sdk-for-python-boto3-2e02af03177: title: 'medium.com/@d.deloatch: How to Stop all Instances Using AWS SDK for Python'' (Boto3)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@d.deloatch: How to Stop all Instances Using AWS SDK for Python'' (Boto3) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.338369 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.338369+02:00' https://medium.com/@d.kumarkaran12/devsecops-with-aws-codepipeline-and-ecs-c800f139a9ee: title: 'medium.com/@d.kumarkaran12: DevSecOps with AWS CodePipeline and ECS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@d.kumarkaran12: DevSecOps with AWS CodePipeline and ECS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032388.299949 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-devops.md v2_locations: - aws-devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.299949+02:00' https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-con-serverless-offline-2e555f2b5e9b: title: 'medium.com/@dan.avila7: Prueba tus proyectos serverless de forma local con'' serverless-offline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dan.avila7: Prueba tus proyectos serverless de forma local con'' serverless-offline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033157.911514 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:37.911514+02:00' https://medium.com/@danielaaronw/k8s-pod-anti-affinity-dd2667a20c5f: title: 'medium.com/@danielaaronw: K8s Pod Anti-affinity' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielaaronw: K8s Pod Anti-affinity in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032551.96164 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:31.961640+02:00' https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-b8bac41f269d: title: 'medium.com/@danielepolencic: AWS IAM Roles for service accounts for on-prem'' clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielepolencic: AWS IAM Roles for service accounts for on-prem'' clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.687289 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.687289+02:00' https://medium.com/@danielepolencic/challenge-16-throttled-93133f8fd0ad: title: "medium.com/@danielepolencic: Challenge 16: Throttled \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@danielepolencic: Challenge 16: Throttled \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033801.71776 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:21.717760+02:00' https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771ca: title: "==medium.com/@danielepolencic: How does RBAC work in kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: How does RBAC work in kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030326.607701 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:26.607701+02:00' https://medium.com/@danielepolencic/isolating-kubernetes-pods-for-debugging-5fe41e630e9: title: 'medium.com/@danielepolencic: Isolating kubernetes pods for debugging' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielepolencic: Isolating kubernetes pods for debugging in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031896.220969 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.220969+02:00' https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd: title: '==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to'' running many cluster nodes?==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to'' running many cluster nodes?== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030957.648497 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md - docs/kubernetes.md v2_locations: - finops.md - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:57.648497+02:00' https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-is-broken-6aa9eb229881: title: "==medium.com/@danieljimgarcia: The Application Gateway Ingress Controller' is broken== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@danieljimgarcia: The Application Gateway Ingress Controller' is broken== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030299.706455 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:59.706455+02:00' ? https://medium.com/@danielresponda/testing-spot-reclamation-mechanisms-with-aws-node-termination-handler-and-kubernetes-autoscaler-43194d05dae0 : title: 'medium.com/@danielresponda: Testing Spot Reclamation Mechanisms with AWS'' Node Termination Handler and Kubernetes Autoscaler' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielresponda: Testing Spot Reclamation Mechanisms with AWS'' Node Termination Handler and Kubernetes Autoscaler in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032097.574967 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.574967+02:00' https://medium.com/@dast04/writing-custom-prometheus-exporters-in-python-kubernetes-73626b66d78c: title: 'medium.com/@dast04: Writing Custom Prometheus Exporters (in Python) — Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dast04: Writing Custom Prometheus Exporters (in Python) — Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.622571 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.622571+02:00' https://medium.com/@database-mesh/database-mesh-2-0-database-governance-in-a-cloud-native-environment-3e41f0f2722c: title: 'medium.com/@database-mesh: Database Mesh 2.0: Database Governance in a Cloud'' Native Environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@database-mesh: Database Mesh 2.0: Database Governance in a Cloud'' Native Environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029575.28146 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:55.281460+02:00' https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f: title: 'medium.com/@datosh18: Gitsign in remote environments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@datosh18: Gitsign in remote environments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.144677 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.144677+02:00' https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero-downtime-400c5d41ecdf: title: "==medium: Test Helm Release in Production Environment with Zero Downtime==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Test Helm Release in Production Environment with Zero Downtime==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.263732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.263732+02:00' https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docker-d66a817774be: title: 'medium: Just commit your code and your docker server is ready (jenkins +'' github + docker)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Just commit your code and your docker server is ready (jenkins +'' github + docker) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030119.150605 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:59.150605+02:00' https://medium.com/@deepeshjaiswal6734/an-introduction-to-kubernetes-architecture-kubernetes-object-deep-dive-1-77205e56db5: title: "==medium.com/@deepeshjaiswal6734: An Introduction to Kubernetes Architecture' && Kubernetes Object deep dive-1== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@deepeshjaiswal6734: An Introduction to Kubernetes Architecture' && Kubernetes Object deep dive-1== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030951.650767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:51.650767+02:00' https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208: title: 'medium.com/@denhox: Sharing Data Between Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@denhox: Sharing Data Between Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032639.810408 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:59.810408+02:00' ? https://medium.com/@denniszielke/continuous-kubernetes-blue-green-deployments-on-azure-using-nginx-appgateway-or-trafficmanager-4490bce29cb : title: 'medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,'' AppGateway or TrafficManager — part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,'' AppGateway or TrafficManager — part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030538.451767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:58.451767+02:00' https://medium.com/@devfire/how-to-become-a-devops-engineer-in-six-months-or-less-part-7-monitor-47c61aea0bf7: title: 'medium.com/@devfire: How To Become a DevOps Engineer In Six Months or Less,'' Part 6: Observe' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devfire: How To Become a DevOps Engineer In Six Months or Less,'' Part 6: Observe in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031257.897867 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:57.897867+02:00' https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github-d5f8d019ec4a: title: 'medium.com/@devml2016: Let’s Start Automation using Jenkins, Docker, GitHub' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devml2016: Let’s Start Automation using Jenkins, Docker, GitHub in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.337137 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.337137+02:00' https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0: title: 'medium.com/@devopsfolks8546: Kubectl Commands Cheat Sheet. List Of Kubernetes'' Most Useful Commands' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devopsfolks8546: Kubectl Commands Cheat Sheet. List Of Kubernetes'' Most Useful Commands in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031079.650373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:59.650373+02:00' ? https://medium.com/@devopsrockers/blue-green-deployment-on-eks-using-argocd-with-kubecost-istio-external-dns-grafana-prometheus-d5d5508f0748 : title: 'medium.com/@devopsrockers: Blue-Green Deployment on EKS using Argocd with'' Kubecost, Istio, External DNS, Grafana-Prometheus and More: “Build, Deploy a Resilient and Observability-Driven Application”' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devopsrockers: Blue-Green Deployment on EKS using Argocd with'' Kubecost, Istio, External DNS, Grafana-Prometheus and More: “Build, Deploy a Resilient and Observability-Driven Application” in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032872.662743 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:52.662743+02:00' https://medium.com/@dfrancisczok/introduction-to-kubernetes-other-kubernetes-components-and-abstract-concepts-7dfa4955d845: title: 'medium.com/@dfrancisczok: Introduction to Kubernetes — other Kubernetes'' components and abstract concepts | Dave Frank' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dfrancisczok: Introduction to Kubernetes — other Kubernetes'' components and abstract concepts | Dave Frank in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029478.311483 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.311483+02:00' https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d204: title: 'medium: No-Code Data Collect API on AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: No-Code Data Collect API on AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031108.780562 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-data.md v2_locations: - aws-data.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:28.780562+02:00' https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins-pipeline-e25c744d944d: title: '==medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins'' pipeline==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins'' pipeline== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.66755 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.667550+02:00' https://medium.com/@dius_au/delivering-value-on-kubernetes-8d5c5655c1b4: title: 'medium: Delivering value on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Delivering value on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.527864 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.527864+02:00' https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and-terraform-71ec04b2e14b: title: 'medium.com/@dmglascoe: ==Deploying IAM Users and S3 Buckets using Boto3'' and Terraform==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dmglascoe: ==Deploying IAM Users and S3 Buckets using Boto3'' and Terraform== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.174152 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.174152+02:00' https://medium.com/@dominik.tornow/the-kubernetes-scheduler-cd429abac02f: title: 'medium.com: The Kubernetes Scheduler: this series aims to advance the understanding'' of Kubernetes and its underlying concepts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: The Kubernetes Scheduler: this series aims to advance the understanding'' of Kubernetes and its underlying concepts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.269556 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.269556+02:00' https://medium.com/@dotdc/a-set-of-modern-grafana-dashboards-for-kubernetes-4b989c72a4b2: title: "medium.com/@dotdc: A set of modern Grafana dashboards for Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@dotdc: A set of modern Grafana dashboards for Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033594.563798 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:54.563798+02:00' https://medium.com/@dotdc/how-to-find-unused-prometheus-metrics-using-mimirtool-a44560173543: title: "medium.com: How to find unused Prometheus metrics using mimirtool \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com: How to find unused Prometheus metrics using mimirtool \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.745381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.745381+02:00' https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-check-and-fix-609ab9638fae: title: "==medium.com/@dotdc: Is your Kubernetes API Server exposed? Learn how to' check and fix!== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@dotdc: Is your Kubernetes API Server exposed? Learn how to' check and fix!== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030534.133389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:54.133389+02:00' https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications-6f0807299fc4: title: '==medium.com/@dsdatsme: Terraform GitOps CI/CD with Approval & Notifications==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@dsdatsme: Terraform GitOps CI/CD with Approval & Notifications== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032080.313668 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:40.313668+02:00' https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d7d4: title: 'medium.com/@dugouchet.a: Manage your terraform like a container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dugouchet.a: Manage your terraform like a container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030084.558231 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:24.558231+02:00' https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write-that-code-87ec4fe94863: title: 'medium - Infrastructure-As-Code: But You Don’t Have to Write That Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium - Infrastructure-As-Code: But You Don’t Have to Write That Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032343.931914 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:03.931914+02:00' https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0: title: 'medium.com: STOP!! You don’t need Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: STOP!! You don’t need Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033503.662602 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.662602+02:00' https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64: title: 'medium.com/@ebonyymonae: Github Actions and Automation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ebonyymonae: Github Actions and Automation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032966.261369 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:26.261369+02:00' https://medium.com/@ebonyymonae/terraform-for-newbies-1f4c4bcd2ace: title: 'medium.com/@ebonyymonae: Terraform Basics' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ebonyymonae: Terraform Basics in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034094.243459 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.243459+02:00' https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-argocd-4936933a2bac: title: 'medium.com/@eduard.mihai.lemnaru: Auto-update helm chart version using ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eduard.mihai.lemnaru: Auto-update helm chart version using ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029251.720975 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:31.720975+02:00' https://medium.com/@eduardo854/building-your-gitops-pipeline-with-github-actions-dockerhub-and-helm-repository-553c4873116e: title: 'medium.com/@eduardo854: Building Your GitOps Pipeline with GitHub Actions,'' DockerHub, and Helm Repository' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eduardo854: Building Your GitOps Pipeline with GitHub Actions,'' DockerHub, and Helm Repository in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029060.717414 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:20.717414+02:00' https://medium.com/@ehsan-khodadadi/patterns-and-anti-patterns-for-a-reliable-kubernetes-infra-deployment-5724f6749b7a: title: 'medium.com/@ehsan-khodadadi: Patterns and anti-patterns for a reliable Kubernetes'' infra deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ehsan-khodadadi: Patterns and anti-patterns for a reliable Kubernetes'' infra deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032034.464201 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.464201+02:00' https://medium.com/@ehsan-khodadadi/prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-cab2cdb20c11: title: 'medium.com/@ehsan-khodadadi: Prometheus Multi-Cluster monitoring using Prometheus'' Agent Mode' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ehsan-khodadadi: Prometheus Multi-Cluster monitoring using Prometheus'' Agent Mode in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034347.679707 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:27.679707+02:00' https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container-platform-using-argo-rollouts-4d514b3c5c0f: title: 'medium.com/@ej.sta.ana: Easy Blue-Green Deployment on Openshift Container'' Platform using Argo Rollouts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ej.sta.ana: Easy Blue-Green Deployment on Openshift Container'' Platform using Argo Rollouts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034134.32029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:54.320290+02:00' https://medium.com/@eliran89c/for-the-love-of-god-learn-when-to-use-cpu-limits-on-kubernetes-2225341e9dbd: title: 'medium.com/@eliran89c: For the love of god, learn when to use CPU limits'' on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eliran89c: For the love of god, learn when to use CPU limits'' on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033575.326227 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:35.326227+02:00' https://medium.com/@elliotgraebert/four-great-alternatives-to-hashicorps-terraform-cloud-6e0a3a0a5482: title: 'medium.com/@elliotgraebert: Four Great Alternatives to HashiCorp’s Terraform'' Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@elliotgraebert: Four Great Alternatives to HashiCorp’s Terraform'' Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031739.601304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:59.601304+02:00' https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-differences-f6472f4c6c86: title: 'medium.com/@emmaliaocode: kubectl create vs kubectl apply. What’s the difference?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@emmaliaocode: kubectl create vs kubectl apply. What’s the difference? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034579.864266 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:19.864266+02:00' https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraform-59db2f9b2177: title: 'medium.com/@eoneoff: Installing Istio multicluster deployment with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eoneoff: Installing Istio multicluster deployment with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030250.299664 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:10.299664+02:00' ? https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8 : title: 'medium: Tutorial : Secure your API with x509 Mutual Authentication with'' Spring Boot on OpenShift4' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Tutorial : Secure your API with x509 Mutual Authentication with'' Spring Boot on OpenShift4 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030204.216403 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:24.216403+02:00' https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same-time-63ebcbf80899: title: 'medium.com/@eriky: Copilot Is Genuinely Scary And Fascinating At The Same'' Time' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eriky: Copilot Is Genuinely Scary And Fascinating At The Same'' Time in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029552.305203 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:32.305203+02:00' https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-service-eks-cluster-using-terraform-5e07f1f0dc32: title: 'medium.com/@ernestkwashie3: Provisioning Amazon Elastic Kubernetes Service'' (EKS) Cluster using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ernestkwashie3: Provisioning Amazon Elastic Kubernetes Service'' (EKS) Cluster using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032117.180281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:17.180281+02:00' ? https://medium.com/@ershivamgupta/disaster-recovery-solution-for-azure-kubernetes-service-aks-persistent-volume-storage-f2b3d2aafcf4 : title: "medium.com/@ershivamgupta: Disaster Recovery Solution for Azure Kubernetes' Service (AKS) Persistent Volume Storage \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@ershivamgupta: Disaster Recovery Solution for Azure Kubernetes' Service (AKS) Persistent Volume Storage \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030868.32886 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:28.328860+02:00' https://medium.com/@eshiett314/mutual-tls-with-emissary-ingress-and-linkerd-4aa3ffe0413f: title: 'medium.com/@eshiett314: Mutual TLS with Emissary-Ingress and Linkerd' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eshiett314: Mutual TLS with Emissary-Ingress and Linkerd in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034049.166499 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:29.166499+02:00' https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4: title: Amazon’s customer service backdoor description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Amazon’s customer service backdoor in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032339.739086 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:59.739086+02:00' https://medium.com/@eumaho/setting-up-readiness-and-liveness-health-check-probes-in-kubernetes-with-springboot-674eb1038377: title: "medium.com/@eumaho: Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@eumaho: Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033068.032778 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:08.032778+02:00' https://medium.com/@extio/understanding-kubernetes-annotations-enhancing-flexibility-and-extensibility-8f9046591aa1: title: 'medium.com/@extio: Understanding Kubernetes Annotations: Enhancing Flexibility'' and Extensibility' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@extio: Understanding Kubernetes Annotations: Enhancing Flexibility'' and Extensibility in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030658.199701 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:58.199701+02:00' https://medium.com/@ezinneanne/best-api-documentation-tools-you-need-cf3ef2c47e89: title: 'medium.com/@ezinneanne: Best API documentation tools you need' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ezinneanne: Best API documentation tools you need in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033764.917611 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:44.917611+02:00' https://medium.com/@fabrizio-cafolla/dockerize-python-for-aws-lambda-deploy-with-github-workflow-9a930c1e86b1: title: 'medium.com/@fabrizio-cafolla: Dockerize Python for AWS Lambda — Deploy with'' GitHub Workflow' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fabrizio-cafolla: Dockerize Python for AWS Lambda — Deploy with'' GitHub Workflow in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031600.298511 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-newfeatures.md v2_locations: - aws-newfeatures.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:40.298511+02:00' https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee4b: title: 'medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.89877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.898770+02:00' https://medium.com/@far3ns/kong-the-microservice-api-gateway-526c4ca0cfa6: title: 'medium: KONG — The Microservice API Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: KONG — The Microservice API Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034581.709531 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:21.709531+02:00' https://medium.com/@fengruohang/database-in-kubernetes-is-that-a-good-idea-daf5775b5c1f: title: 'medium.com/@fengruohang: Database in Kubernetes: Is that a good idea?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fengruohang: Database in Kubernetes: Is that a good idea? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029704.34759 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:04.347590+02:00' https://medium.com/@firat.yasar/backup-restore-kubernetes-resources-with-velero-b7fee14e7664: title: 'medium.com/@firat.yasar: Backup & Restore Kubernetes resources with VELERO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@firat.yasar: Backup & Restore Kubernetes resources with VELERO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031142.590042 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:02.590042+02:00' https://medium.com/@florian.rieger/if-you-haven-t-heard-of-descriptors-you-don-t-know-python-1ea4fd1614c2: title: 'medium.com/@florian.rieger: If you haven‘t heard of descriptors, you don‘t'' know Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@florian.rieger: If you haven‘t heard of descriptors, you don‘t'' know Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032100.160725 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.160725+02:00' https://medium.com/@franoisdagostini/gitops-build-infrastructure-resilient-applications-95bbc939046d: title: "medium: GitOps: Build infrastructure resilient applications \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: GitOps: Build infrastructure resilient applications \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031999.840298 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:19.840298+02:00' https://medium.com/@frommeyerc/containers-and-the-jvm-about-cfs-and-how-to-deal-with-it-805883b72a87: title: 'medium.com/@frommeyerc: Containers and the JVM: About CFS and how to deal'' with it' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@frommeyerc: Containers and the JVM: About CFS and how to deal'' with it in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030741.910528 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:21.910528+02:00' https://medium.com/@fvtool/jenkins-cicd-getting-started-with-groovy-and-docker-containers-part-2-b03a1b934a49: title: 'medium: jenkins cicd getting started with groovy and docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: jenkins cicd getting started with groovy and docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032966.266496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md - docs/openshift-pipelines.md v2_locations: - jenkins.md - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:26.266496+02:00' https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f: title: 'medium.com/@fwiles: k9s EKS Context Error' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fwiles: k9s EKS Context Error in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032966.275447 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:26.275447+02:00' https://medium.com/@gajaoncloud/demystifying-karpenters-advanced-features-consolidation-drift-and-spot-handling-007fbad29549: title: 'medium.com/@gajaoncloud: Demystifying Karpenter’s Advanced Features: Consolidation,'' Drift, and Spot Handling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud: Demystifying Karpenter’s Advanced Features: Consolidation,'' Drift, and Spot Handling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.655044 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.655044+02:00' https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-workload-nirvana-bc89850fa934: title: 'medium.com/@gajaoncloud: Karpenter Mastery: NodePools & NodeClasses for'' Workload Nirvana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud: Karpenter Mastery: NodePools & NodeClasses for'' Workload Nirvana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031494.404789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:54.404789+02:00' https://medium.com/@gajaoncloud/unleash-the-power-of-karpenter-automating-aws-eks-scaling-and-cost-optimization-7e236319eda4: title: 'medium.com/@gajaoncloud: Unleash the Power of Karpenter: Automating AWS'' EKS Scaling and Cost Optimization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud: Unleash the Power of Karpenter: Automating AWS'' EKS Scaling and Cost Optimization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034015.277106 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:55.277106+02:00' https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins-with-prometheus-c7ba4f1c6297: title: 'medium: prometheus and grafana dashboard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: prometheus and grafana dashboard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033591.642162 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:51.642162+02:00' ? https://medium.com/@gavinklfong/8-tips-to-incredibly-boost-the-efficiency-of-command-execution-on-kubernetes-using-k9s-a515a90a3a27 : title: 'medium.com/@gavinklfong: 8 tips to incredibly boost the efficiency of command'' execution on Kubernetes using k9s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gavinklfong: 8 tips to incredibly boost the efficiency of command'' execution on Kubernetes using k9s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029631.069059 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:51.069059+02:00' https://medium.com/@gdiener/how-to-build-a-smaller-docker-image-76779e18d48a: title: 'medium: How to build a smaller Docker image' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to build a smaller Docker image in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032922.3446 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.344600+02:00' https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installation-in-mono-repo-0a406ff7c578: title: 'medium.com/@geoffrey.muselli: ArgoCD: Multi-cluster Helm charts management'' in mono-repo' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@geoffrey.muselli: ArgoCD: Multi-cluster Helm charts management'' in mono-repo in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030478.934656 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:58.934656+02:00' https://medium.com/@george_bakas/mastering-github-actions-environment-variables-and-secrets-management-3daac384477b: title: 'medium.com/@george_bakas: Mastering GitHub Actions: Environment Variables'' and Secrets Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@george_bakas: Mastering GitHub Actions: Environment Variables'' and Secrets Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033397.784736 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:37.784736+02:00' https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-using-amazon-eks-5f1f426d618e: title: Deploying Infrastructure (FrontEnd + BackEnd) on AWS using Amazon EKS description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Deploying Infrastructure (FrontEnd + BackEnd) on AWS using Amazon EKS in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031537.785877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:37.785877+02:00' https://medium.com/@gjoshevski/reduce-the-cost-of-running-aks-cluster-by-leveraging-azure-spot-vms-70-and-more-e917f568c3b9: title: "==medium.com/@gjoshevski: Reduce the cost of running AKS cluster by leveraging' Azure Spot VMs| 70% and more== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@gjoshevski: Reduce the cost of running AKS cluster by leveraging' Azure Spot VMs| 70% and more== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033078.860814 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:18.860814+02:00' https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7e02a: title: 'medium.com/@glen.yu: Getting started with eBPF and Cilium on GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu: Getting started with eBPF and Cilium on GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032661.69148 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:21.691480+02:00' https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c: title: 'medium.com/@glen.yu: NGINX Ingress or GKE Ingress?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu: NGINX Ingress or GKE Ingress? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030708.290549 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:48.290549+02:00' https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kubernetes-policy-management-35a05bb94964: title: 'medium.com/@glen.yu: Why I prefer Kyverno over Gatekeeper for native Kubernetes'' policy management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu: Why I prefer Kyverno over Gatekeeper for native Kubernetes'' policy management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030429.922418 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:09.922418+02:00' https://medium.com/@griggheo/initial-experiences-with-the-prometheus-monitoring-system-167054ac439c: title: Initial experiences with the Prometheus monitoring system description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Initial experiences with the Prometheus monitoring system in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031084.634477 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:04.634477+02:00' https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kubernetes-and-service-mesh-de458ce566f1: title: 'medium.com/@hammadsaif061: Simplifying Microservices Management with Kubernetes'' and Service Mesh' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hammadsaif061: Simplifying Microservices Management with Kubernetes'' and Service Mesh in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029710.121518 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.121518+02:00' https://medium.com/@haozhao_2156/rescue-my-openshift-cluster-from-loss-of-2-masters-59f118a30f95: title: Rescue My OpenShift Cluster From Loss of 2 Masters description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033575.333108 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/openshift.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:59:35.333108+02:00' https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production-626974ffd700: title: "==medium.com/@hardiktaneja_99752: Lessons after running Kafka in production==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@hardiktaneja_99752: Lessons after running Kafka in production==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031064.297708 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.297708+02:00' https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubernetes-yamls-91a4c1bf8cc5: title: '==medium.com/@hari.balagopal: Create a Helm chart automatically from Kubernetes'' YAMLs==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@hari.balagopal: Create a Helm chart automatically from Kubernetes'' YAMLs== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030461.883979 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:41.883979+02:00' https://medium.com/@harmonh/solutions-to-communication-problems-in-microservices-using-apache-kafka-and-kafka-lens-9b6d453de352: title: 'medium: Solutions to Communication Problems in Microservices using Apache'' Kafka and Kafka Lens' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Solutions to Communication Problems in Microservices using Apache'' Kafka and Kafka Lens in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033617.143858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:17.143858+02:00' https://medium.com/@harsh.manvar111/dont-confuse-the-difference-between-stateless-and-stateful-9f253efe3ebd: title: "==medium.com/@harsh.manvar111: Don’t confuse the difference between stateless' and stateful== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@harsh.manvar111: Don’t confuse the difference between stateless' and stateful== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033074.301425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.301425+02:00' https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i-b2f61bb1522f: title: 'medium: Creating CI/CD Pipeline for AWS ECS — Part I' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Creating CI/CD Pipeline for AWS ECS — Part I in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.508477 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.508477+02:00' https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac43b9: title: 'medium.com/@haseebshaukat2: Kyverno — Policy Engine for Kubernetes | Muhammad'' Haseeb Shaukat' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@haseebshaukat2: Kyverno — Policy Engine for Kubernetes | Muhammad'' Haseeb Shaukat in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032817.247466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:57.247466+02:00' https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359: title: 'medium: AWS API Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS API Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031122.157004 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:42.157004+02:00' https://medium.com/@hello_9187/why-we-are-not-supporting-opentf-a46855f52dc4: title: 'medium.com/@hello_9187: Why We Are Not Supporting OpenTF' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hello_9187: Why We Are Not Supporting OpenTF in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032054.408577 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:14.408577+02:00' https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kubernetes-f0470f8e641c: title: 'medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034094.264819 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:14.264819+02:00' https://medium.com/@hinsulak/multi-node-lightweight-kubernetes-setup-using-k3s-454e87fdc933: title: 'medium.com/@hinsulak: Multi-node lightweight Kubernetes setup' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hinsulak: Multi-node lightweight Kubernetes setup in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034456.272671 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:16.272671+02:00' https://medium.com/@hirushanonline/dynamic-scaling-with-kubernetes-event-driven-autoscaling-keda-caaa15096e1c: title: 'medium.com/@hirushanonline: Dynamic Scaling with Kubernetes Event-driven'' Autoscaling (KEDA)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hirushanonline: Dynamic Scaling with Kubernetes Event-driven'' Autoscaling (KEDA) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029174.099981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.099981+02:00' https://medium.com/@hmquan08011996/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c: title: 'medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Write a'' Configuration File' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Write a'' Configuration File in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032549.483355 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.483355+02:00' https://medium.com/@hmquan08011996/setup-microservices-on-kubernetes-automating-kubernetes-with-argocd-cb94622dac5b: title: 'medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Automating'' Kubernetes with ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Automating'' Kubernetes with ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029056.335197 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:16.335197+02:00' https://medium.com/@hnaveed221/starting-out-with-kubernetes-21d0bd03c956: title: 'medium.com/@hnaveed221: A Quick Intro To Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hnaveed221: A Quick Intro To Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029171.932364 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:11.932364+02:00' https://medium.com/@hubian/16-best-practices-in-spring-boot-production-62c065a6145c: title: "==medium.com/@hubian: 16 Best Practices in Spring Boot Production== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@hubian: 16 Best Practices in Spring Boot Production== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.670152 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.670152+02:00' https://medium.com/@hunkarbozkurt/what-is-devops-how-was-devops-derived-660ef47d42d6: title: 'medium.com/@hunkarbozkurt: What is DevOps? How Was DevOps Derived?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hunkarbozkurt: What is DevOps? How Was DevOps Derived? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032683.768975 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:43.768975+02:00' https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8: title: 'medium.com/@i180826: Using Docker to build React App' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@i180826: Using Docker to build React App in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030360.445122 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:00.445122+02:00' https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28d: title: 'medium: Wordpress High Availability on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Wordpress High Availability on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031898.059579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:38.059579+02:00' https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb: title: Continuous GitOps, the way to do DevOps in Kubernetes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Continuous GitOps, the way to do DevOps in Kubernetes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030034.532851 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:34.532851+02:00' https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2: title: "medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability' and Stress Testing \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability' and Stress Testing \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033024.773804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:24.773804+02:00' https://medium.com/@interviewready/data-replication-in-distributed-system-87f7d265ff28: title: 'medium.com/@interviewready: Data Replication in Distributed System' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@interviewready: Data Replication in Distributed System in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.438979 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.438979+02:00' https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-with-ebpf-88139eb13fb2: title: 'medium.com/@isalapiyarisi: Getting Started on Kubernetes observability with'' eBPF' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@isalapiyarisi: Getting Started on Kubernetes observability with'' eBPF in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.705278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.705278+02:00' https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb: title: 'medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and'' use Secrets inside the Pods: Part-1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and'' use Secrets inside the Pods: Part-1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029151.227749 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - devsecops.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:51.227749+02:00' https://medium.com/@ismailyenigul/how-to-enable-openshift-oc-bash-auto-completion-958b80e56e17: title: 'medium: How to enable OpenShift oc bash auto completion' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to enable OpenShift oc bash auto completion in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029590.129449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:10.129449+02:00' https://medium.com/@issy972/balancing-reliability-cost-and-performance-with-kubernetes-45aae8489a3c: title: 'medium.com/@issy972: Balancing reliability, cost and performance with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@issy972: Balancing reliability, cost and performance with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034564.162966 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.162966+02:00' https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-terminating-state-ea46c5fff045: title: 'medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating'' state' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating'' state in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.442879 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.442879+02:00' https://medium.com/@jainal/mastering-graceful-shutdown-in-distributed-systems-and-microservices-29c311e49660: title: 'medium.com/@jainal: Mastering Graceful Shutdown in Distributed Systems and'' Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jainal: Mastering Graceful Shutdown in Distributed Systems and'' Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033424.413323 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.413323+02:00' https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff: title: 'medium.com/@jake.page91: The guide to kubectl I never had' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jake.page91: The guide to kubectl I never had in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.232301 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.232301+02:00' https://medium.com/@jasonmfehr/inspecting-kubernetes-client-to-api-server-network-traffic-cd6d1802bb43: title: 'medium.com/@jasonmfehr: Inspecting Kubernetes Client to API Server Network'' Traffic' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jasonmfehr: Inspecting Kubernetes Client to API Server Network'' Traffic in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032683.773218 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:43.773218+02:00' https://medium.com/@jasonmfehr/kubernetes-informers-opening-the-mystery-box-4cd690a43a4: title: 'medium.com/@jasonmfehr: Kubernetes Informers: Opening the Mystery Box' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jasonmfehr: Kubernetes Informers: Opening the Mystery Box in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.186988 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.186988+02:00' https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244: title: 'medium.com/@javachampions : Java is still free' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@javachampions : Java is still free in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033586.276343 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:46.276343+02:00' https://medium.com/@jdxcode/12-factor-cli-apps-dd3c227a0e46: title: 'medium.com/@jdxcode: 12 Factor CLI Apps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jdxcode: 12 Factor CLI Apps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030856.460385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.460385+02:00' https://medium.com/@jeevansathisocial/high-performance-api-gateway-3661d5a2fee0s-3661d5a2fee0: title: 'medium.com/@jeevansathisocial: High-performance API gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jeevansathisocial: High-performance API gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032977.285373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:37.285373+02:00' https://medium.com/@jeremyaherzog/cicada-an-integration-testing-framework-for-docker-and-kubernetes-7eee5624cc55: title: 'medium: Cicada: An integration testing framework for Docker and Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032282.248114 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/testops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:02.248114+02:00' https://medium.com/@jerome.decoster/create-temporary-environment-from-pull-request-with-argocd-applicationset-1cef9803223a: title: 'medium.com/@jerome.decoster: Create temporary environment from Pull Request'' with ArgoCD ApplicationSet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jerome.decoster: Create temporary environment from Pull Request'' with ArgoCD ApplicationSet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030951.627175 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:51.627175+02:00' https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89dfc: title: 'medium: Kubernetes + EKS + Canary Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes + EKS + Canary Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029056.353509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:16.353509+02:00' https://medium.com/@jerome_tarte/extend-your-toolset-with-kubectl-plugin-55596067595f: title: 'medium.com/@jerome_tarte: Extend your toolset with Kubectl plugin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jerome_tarte: Extend your toolset with Kubectl plugin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029340.766499 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:00.766499+02:00' https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gitops-process-with-secret-sealed-27498c77e2b8: title: 'medium: Managing your sensitive information during GitOps process with Secret'' Sealed' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Managing your sensitive information during GitOps process with Secret'' Sealed in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029563.442662 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:43.442662+02:00' https://medium.com/@jettycloud/making-sense-of-kubernetes-cpu-requests-and-limits-390bbb5b7c92: title: 'medium.com/@jettycloud: Making Sense of Kubernetes CPU Requests And Limits' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jettycloud: Making Sense of Kubernetes CPU Requests And Limits in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031758.969273 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:18.969273+02:00' https://medium.com/@jjlakis/gcp-secret-manager-with-self-hosted-kubernetes-db35d01d65f0: title: 'medium.com/@jjlakis: GCP Secret Manager with self-hosted Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jjlakis: GCP Secret Manager with self-hosted Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034394.366238 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:14.366238+02:00' https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infrastructure-6b0656cdaec0: title: 'medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.256988 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.256988+02:00' https://medium.com/@jmrobles/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b: title: 'medium: How to setup Hetzner load balancer on a Kubernetes cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to setup Hetzner load balancer on a Kubernetes cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029251.748891 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:31.748891+02:00' https://medium.com/@joelbelton/optimising-docker-performance-the-key-4-techniques-you-need-6440cfebb650: title: 'medium.com/@joelbelton: Optimising Docker Performance — The Key 4 Techniques'' You Need' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@joelbelton: Optimising Docker Performance — The Key 4 Techniques'' You Need in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030346.194608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:46.194608+02:00' https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshift-4-5e42d22994e3: title: 'medium: GitOps with Istio, Tekton and Argo CD — on OpenShift 4' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: GitOps with Istio, Tekton and Argo CD — on OpenShift 4 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034012.430355 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:52.430355+02:00' https://medium.com/@jon.mclean/argocd-the-gitops-way-90f7eb0d2606: title: 'medium.com/@jon.mclean: ArgoCD: The GitOps Way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jon.mclean: ArgoCD: The GitOps Way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033328.848941 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:28.848941+02:00' https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and-guidance-f1c2821ea733: title: "==medium: Comparing Kubernetes Security Frameworks and Guidance== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Comparing Kubernetes Security Frameworks and Guidance== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032779.570185 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:19.570185+02:00' https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo-8e962bc51fb6: title: 'medium.com/@jonathan_37674: How to Keep your CI/CD Pipelines Secure? | ARMO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674: How to Keep your CI/CD Pipelines Secure? | ARMO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034330.382532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:10.382532+02:00' https://medium.com/@jonathan_37674/how-to-secure-kubernetes-ingress-by-armo-cb86086ec540: title: 'medium.com/@jonathan_37674: How to secure Kubernetes ingress? | By ARMO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674: How to secure Kubernetes ingress? | By ARMO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030132.287858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.287858+02:00' https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e45dd006d633: title: 'medium.com/@jonathan_37674: How to validate Kubernetes YAML files? | ARMO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674: How to validate Kubernetes YAML files? | ARMO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031801.741793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:30:01.741793+02:00' https://medium.com/@jonathan_37674/kubernetes-1-27-everything-you-should-know-armo-236de6d77272: title: 'medium.com/@jonathan_37674: Kubernetes 1.27: Everything You Should Know'' | ARMO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674: Kubernetes 1.27: Everything You Should Know'' | ARMO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031181.204179 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:41.204179+02:00' https://medium.com/@jonathan_37674/kubernetes-admission-controller-the-definitive-guide-786b09279418: title: 'medium.com/@jonathan_37674: Kubernetes Admission Controller: The Definitive'' Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674: Kubernetes Admission Controller: The Definitive'' Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032242.874504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:22.874504+02:00' https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive-guide-bcb546e9f529: title: '==medium.com/@jonathan_37674: Kubernetes Security Best Practices: Definitive'' Guide==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@jonathan_37674: Kubernetes Security Best Practices: Definitive'' Guide== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030384.451785 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:24.451785+02:00' https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-kubernetes-clusters-b0ac6b250427: title: "medium.com/@jonathan_37674: What have we learned from scanning over 10K' Kubernetes Clusters? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@jonathan_37674: What have we learned from scanning over 10K' Kubernetes Clusters? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029948.052041 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:08.052041+02:00' https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204eecd: title: 'medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of'' Empathy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of'' Empathy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034172.805851 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:32.805851+02:00' https://medium.com/@jportasa/ecs-jenkins-plugin-to-create-ephemeral-slaves-in-fargate-8cb80b46fb75: title: 'medium: ECS Jenkins Plugin to create ephemeral Slaves in Fargate' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: ECS Jenkins Plugin to create ephemeral Slaves in Fargate in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033903.359483 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:03.359483+02:00' https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a025173a: title: medium - fabric8, please check out jenkins X instead description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering medium - fabric8, please check out jenkins X instead in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032296.514845 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift-pipelines.md v2_locations: - openshift-pipelines.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:16.514845+02:00' https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-controls-ca0b7acc17a4: title: "==medium.com/@jtdv01: Kubernetes Authorization and Role Based Access Controls==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@jtdv01: Kubernetes Authorization and Role Based Access Controls==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031620.063769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.063769+02:00' https://medium.com/@juliorenner123/k8s-creating-a-kube-scheduler-plugin-8a826c486a1: title: 'medium: K8S - Creating a kube-scheduler plugin' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: K8S - Creating a kube-scheduler plugin in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030390.647642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:30.647642+02:00' https://medium.com/@junjun231953_53717/terraform-best-practices-737153356d41: title: 'medium.com/@junjun231953_53717: Terraform Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@junjun231953_53717: Terraform Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.279467 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.279467+02:00' https://medium.com/@jweng1/setting-up-kafkasource-to-send-data-and-displayed-with-knative-event-display-33891b253442: title: 'medium: Setting up KafkaSource to send data and displayed with Knative event-display' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Setting up KafkaSource to send data and displayed with Knative event-display in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031944.807702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.807702+02:00' https://medium.com/@kachidude007/setting-up-an-access-token-in-gitlab-for-a-jenkins-pipeline-a688dd6c994a: title: 'medium.com/@kachidude007: Setting up an Access Token in GitLab for a Jenkins'' Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kachidude007: Setting up an Access Token in GitLab for a Jenkins'' Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030199.056839 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:19.056839+02:00' https://medium.com/@kajan26/the-myth-of-scalability-in-kubernetes-e49953944b8e: title: 'medium.com/@kajan26: The Myth of scalability in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kajan26: The Myth of scalability in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032920.302734 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.302734+02:00' https://medium.com/@karanshingde/machine-learning-in-production-your-comprehensive-101-practical-guide-c7de0b5ad011: title: 'medium.com/@karanshingde: Machine Learning in Production— Your Comprehensive'' 101 Practical Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@karanshingde: Machine Learning in Production— Your Comprehensive'' 101 Practical Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034454.127812 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.127812+02:00' https://medium.com/@kennethtcp/how-to-spread-replica-pods-into-nodes-evenly-by-topologyspreadconstraints-8abd03424aae: title: 'medium.com/@kennethtcp: How to spread replica pods into nodes evenly by'' topologySpreadConstraints' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kennethtcp: How to spread replica pods into nodes evenly by'' topologySpreadConstraints in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.149677 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.149677+02:00' https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow-be91feb07c41: title: "medium.com/@kevin30101999: Machine Learning Pipeline using Argo workflow' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@kevin30101999: Machine Learning Pipeline using Argo workflow' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032289.682439 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:09.682439+02:00' ? https://medium.com/@kewynakshlley/performance-evaluation-of-the-autoscaling-strategies-vertical-and-horizontal-using-kubernetes-42d9a1663e6b : title: 'medium.com/@kewynakshlley: Performance evaluation of the autoscaling strategies'' vertical and horizontal using Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kewynakshlley: Performance evaluation of the autoscaling strategies'' vertical and horizontal using Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032420.900594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:20.900594+02:00' https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd: title: 'medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker'' Compose Files' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker'' Compose Files in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030014.691964 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:00:14.691964+02:00' https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kubernetes-e5ca8a804e16: title: 'medium.com/@knoldus: Configure SSL certificate with cert-manager on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@knoldus: Configure SSL certificate with cert-manager on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031676.554534 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:56.554534+02:00' https://medium.com/@knoldus/how-to-schedule-pods-on-nodes-in-kubernetes-af321d8ea5d: title: '==medium: How to Schedule Pods on Nodes in Kubernetes==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium: How to Schedule Pods on Nodes in Kubernetes== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029269.742196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.742196+02:00' https://medium.com/@knoldus/introduction-to-kubernetes-deployment-strategies-part-3-5037a6b4d6aa: title: 'medium.com/@knoldus: Introduction to Kubernetes Deployment Strategies —'' Part 3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033432.048373 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:12.048373+02:00' https://medium.com/@knoldus/introduction-to-sealed-secrets-in-kubernetes-7857b361a845: title: 'medium.com/@knoldus: Introduction to sealed secrets in Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.670834 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.670834+02:00' https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984: title: 'medium.com/@knoldus: Using sealed secrets in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@knoldus: Using sealed secrets in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033572.542768 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.542768+02:00' https://medium.com/@krishnendupatra/best-practices-to-achieve-zero-downtime-on-kubernetes-deployments-438f15cd811e: title: 'medium.com/@krishnendupatra: Best practices to achieve Zero downtime on'' Kubernetes deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@krishnendupatra: Best practices to achieve Zero downtime on'' Kubernetes deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031535.470635 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:35.470635+02:00' https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694c4: title: 'medium.com/@kylekhunter: Kubernetes Monitoring with Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kylekhunter: Kubernetes Monitoring with Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030009.182451 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:09.182451+02:00' https://medium.com/@kylelzk/kubernetes-theory-understanding-kubernetes-components-a-deep-dive-ac31b7463df2: title: 'medium.com/@kylelzk: Kubernetes Theory - Understanding Kubernetes Components:'' A Deep Dive' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kylelzk: Kubernetes Theory - Understanding Kubernetes Components:'' A Deep Dive in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033384.451316 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:24.451316+02:00' https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know-6ae07f5e1989: title: "==medium.com/@ladoui.bilal: 10 Git commands every DevOps should know== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@ladoui.bilal: 10 Git commands every DevOps should know== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030335.205309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:35.205309+02:00' https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prometheus-blackbox-exporter-a64e062c05d5: title: "medium.com/@lambdaEranga: Monitor Kubernets Services/Endpoints with Prometheus' Blackbox Exporter \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@lambdaEranga: Monitor Kubernets Services/Endpoints with Prometheus' Blackbox Exporter \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032902.041171 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:22.041171+02:00' https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd: title: 'medium.com/@leocherian: Simple CDK app to create EKS Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@leocherian: Simple CDK app to create EKS Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034424.546344 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:44.546344+02:00' https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0dd0: title: 'medium: Securing the Kubernetes cluster | Lessandro Z. Ugulino' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Securing the Kubernetes cluster | Lessandro Z. Ugulino in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031328.916588 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:08.916588+02:00' https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-microsoft-azure-with-azure-aks-d6bee3eaa65: title: 'medium.com/@lfoster49203: Kubernetes on Azure: Setting up a cluster on Microsoft'' Azure (with Azure AKS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lfoster49203: Kubernetes on Azure: Setting up a cluster on Microsoft'' Azure (with Azure AKS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032539.912231 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:19.912231+02:00' https://medium.com/@litombeg/kubernetes-high-level-architecture-8a39456c2023: title: 'medium.com/@litombeg: Kubernetes High-Level Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@litombeg: Kubernetes High-Level Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030726.957195 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:06.957195+02:00' https://medium.com/@lucapompei91/kubernetes-observability-17a7875a38f6: title: 'medium.com/@lucapompei91: Kubernetes observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lucapompei91: Kubernetes observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030528.894036 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:48.894036+02:00' https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-service-mesh-eade6c5a3c53: title: 'medium.com/@lupass93: Zero Trust Architecture on Kubernetes with Istio Service'' Mesh' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lupass93: Zero Trust Architecture on Kubernetes with Istio Service'' Mesh in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031445.851556 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:05.851556+02:00' https://medium.com/@m.json/the-kubernetes-cloud-controller-manager-d440af0d2be5: title: 'medium: The Kubernetes Cloud Controller Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: The Kubernetes Cloud Controller Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030119.138915 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:59.138915+02:00' https://medium.com/@madhankannan7/kubernetes-in-production-key-considerations-b2ead677fd78: title: 'medium.com/@madhankannan7: Kubernetes in Production: Key Considerations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@madhankannan7: Kubernetes in Production: Key Considerations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031349.200381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.200381+02:00' https://medium.com/@maggarwa/part-1-why-red-hat-openshift-service-mesh-54b8b6ae1a8f: title: "medium: Part 1 — Why Red Hat Openshift Service Mesh? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Part 1 — Why Red Hat Openshift Service Mesh? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030403.673567 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:43.673567+02:00' https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f: title: "medium.com/@magstherdev: OpenTelemetry on Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@magstherdev: OpenTelemetry on Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031442.142284 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:02.142284+02:00' https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf: title: 'medium.com/@magstherdev: OpenTelemetry Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@magstherdev: OpenTelemetry Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032622.458912 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md - docs/monitoring.md v2_locations: - kubernetes-operators-controllers.md - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:42.458912+02:00' https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d215f5: title: 'medium.com/@maneesha649nirman: Design Patterns For Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@maneesha649nirman: Design Patterns For Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031377.617343 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:57.617343+02:00' ? https://medium.com/@maninder.bindra/using-nginx-ingress-controller-to-restrict-access-by-ip-ip-whitelisting-for-a-service-deployed-to-bd5c86dc66d6 : title: 'medium: Using nginx-ingress controller to restrict access by IP (ip whitelisting)'' for a service deployed to a Kubernetes (AKS) cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using nginx-ingress controller to restrict access by IP (ip whitelisting)'' for a service deployed to a Kubernetes (AKS) cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033772.782319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:52.782319+02:00' https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3: title: 'medium.com/@marc.guerrini: DIY — Istio — validate JWT' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marc.guerrini: DIY — Istio — validate JWT in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034372.698739 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:52.698739+02:00' https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb001012a54: title: 'medium.com/@marc.khouzam: Shell completion for plugins with Helm 3.8' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marc.khouzam: Shell completion for plugins with Helm 3.8 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.379164 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.379164+02:00' https://medium.com/@marco.franssen/gitops-using-helmsman-to-apply-helm-charts-to-k8s-1a7217ced411: title: 'medium: Gitops using Helmsman to apply Helm Charts to k8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Gitops using Helmsman to apply Helm Charts to k8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033309.107364 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.107364+02:00' https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-helm-part-2-d612cf6c0c91: title: '==medium: Install Hashicorp Vault on Kubernetes using Helm — Part 2== |'' Marco Franssen' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031896.219976 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/devsecops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.219976+02:00' https://medium.com/@marinradjenovic/why-do-you-still-need-to-think-of-scalability-when-architecting-serverless-apps-a2e1f14e3eca: title: 'medium.com/@marinradjenovic: Why do you still need to think of scalability'' when architecting Serverless apps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marinradjenovic: Why do you still need to think of scalability'' when architecting Serverless apps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.073319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.073319+02:00' https://medium.com/@mariusz_kujawski/terraform-for-a-data-engineer-553f7538fec8: title: 'medium.com/@mariusz_kujawski: Terraform for a Data Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mariusz_kujawski: Terraform for a Data Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032287.584444 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.584444+02:00' https://medium.com/@mark.andreev/how-to-configure-kubernetes-memory-limits-for-java-application-ec0cc5a68c24: title: 'medium.com/@mark.andreev: How to configure Kubernetes memory limits for'' Java application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mark.andreev: How to configure Kubernetes memory limits for'' Java application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029356.188684 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:16.188684+02:00' https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew-da143cef1c90: title: 'medium.com/@markcallen_devops: Setup Kubernetes Admin on Linux with Brew' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@markcallen_devops: Setup Kubernetes Admin on Linux with Brew in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.444563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.444563+02:00' https://medium.com/@marko.luksa/delaying-application-start-until-sidecar-is-ready-2ec2d21a7b74: title: 'medium: Delaying application start until sidecar is ready' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Delaying application start until sidecar is ready in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031416.253116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.253116+02:00' https://medium.com/@marom.itamar/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6: title: 'medium.com/@marom.itamar: Kubernetes Controllers, Custom Resources, and'' Operators Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marom.itamar: Kubernetes Controllers, Custom Resources, and'' Operators Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030196.218631 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:16.218631+02:00' https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-using-prometheus-c2cba6c0fdaa: title: 'medium.com/@martin.hodges: Adding observability to a Kubernetes cluster'' using Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Adding observability to a Kubernetes cluster'' using Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033157.868372 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:37.868372+02:00' https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernetes-0d20439b13d0: title: 'medium.com/@martin.hodges: Enabling TLS on your Vault cluster on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Enabling TLS on your Vault cluster on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031541.288398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:41.288398+02:00' https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes-cluster-backed-by-postgres-1228eae4faeb: title: 'medium.com/@martin.hodges: How to install Keycloak IAM on your Kubernetes'' cluster, backed by Postgres' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: How to install Keycloak IAM on your Kubernetes'' cluster, backed by Postgres in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031896.232083 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.232083+02:00' https://medium.com/@martin.hodges/introduction-to-vault-to-provide-secret-management-in-your-kubernetes-cluster-658b58372569: title: 'medium.com/@martin.hodges: Introduction to Vault to provide secret management'' in your Kubernetes cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Introduction to Vault to provide secret management'' in your Kubernetes cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032869.050703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:49.050703+02:00' ? https://medium.com/@martin.hodges/use-terraform-ansible-and-github-actions-to-automate-running-your-spring-boot-application-on-e82424da828e : title: 'medium.com/@martin.hodges: Spring Boot CI/CD on Kubernetes using Terraform,'' Ansible and GitHub: Part 12' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Spring Boot CI/CD on Kubernetes using Terraform,'' Ansible and GitHub: Part 12 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031844.316104 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:44.316104+02:00' https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kubernetes-cluster-87c014e8dafe: title: 'medium.com/@martin.hodges: Using a wildcard certificate within your Kubernetes'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Using a wildcard certificate within your Kubernetes'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.420397 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.420397+02:00' https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-cluster-c70f15da836c: title: 'medium.com/@martin.hodges: Why do I need an API Gateway on a Kubernetes'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges: Why do I need an API Gateway on a Kubernetes'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032966.263089 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:26.263089+02:00' ? https://medium.com/@martin.schneppenheim/utilizing-and-monitoring-kubernetes-cluster-resources-more-effectively-using-this-tool-df4c68ec2053 : title: 'medium: Utilizing and monitoring kubernetes cluster resources more effectively' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Utilizing and monitoring kubernetes cluster resources more effectively in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032368.388018 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.388018+02:00' https://medium.com/@mathieuces/how-to-calculate-cpu-for-containers-in-k8s-dynamically-47a89e3886eb: title: "==medium.com/@mathieuces: How to calculate CPU for containers in k8s dynamically' ?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@mathieuces: How to calculate CPU for containers in k8s dynamically' ?== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034232.485011 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:32.485011+02:00' https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-architecture-part-iii-c15830151890: title: 'medium.com/@mbarkin.narin: Problem Solving Strategies for Microservice Architecture'' Part III' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mbarkin.narin: Problem Solving Strategies for Microservice Architecture'' Part III in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030119.171872 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:59.171872+02:00' ? https://medium.com/@mehmetodabashi/authentication-and-authorization-in-kubernetes-client-certificates-and-role-based-access-control-d4e98a3c1098 : title: 'medium.com/@mehmetodabashi: Authentication and Authorization in Kubernetes:'' Client Certificates and Role Based Access Control (RBAC)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mehmetodabashi: Authentication and Authorization in Kubernetes:'' Client Certificates and Role Based Access Control (RBAC) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033619.15322 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:19.153220+02:00' ? https://medium.com/@mehmetodabashi/kubernetes-networking-and-service-object-understanding-clusterip-and-nodeport-with-hands-on-study-90cfeaf66e8c : title: 'medium.com/@mehmetodabashi: Kubernetes networking and service object: Understanding'' ClusterIp and nodePort with hands on study' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mehmetodabashi: Kubernetes networking and service object: Understanding'' ClusterIp and nodePort with hands on study in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031999.82984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:19.829840+02:00' https://medium.com/@meng.yan/what-happens-when-deleting-a-pod-d1219c7e1b53: title: 'medium.com/@meng.yan: What Happens When Deleting a Pod' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@meng.yan: What Happens When Deleting a Pod in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034265.00945 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:05.009450+02:00' https://medium.com/@mertmengu/aws-sam-cli-advanced-serverless-deployments-07432fee87ab: title: AWS SAM CLI Advanced Serverless Deployments description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering AWS SAM CLI Advanced Serverless Deployments in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031981.13288 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:01.132880+02:00' https://medium.com/@mfsilv/kubernetes-a-gentle-introduction-9d23de7f00e0: title: 'medium: Kubernetes for dummies: introduction. Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes for dummies: introduction. Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032157.07266 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:57.072660+02:00' https://medium.com/@mfsilv/kubernetes-for-dummies-the-cluster-7cf6a7b5532: title: 'medium: Kubernetes for dummies: the cluster. Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033486.697646 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:06.697646+02:00' https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803: title: 'medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033917.104319 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:17.104319+02:00' https://medium.com/@michaelkm03/api-testing-with-postman-build-a-dynamic-test-suite-e874f4d78e69: title: 'medium: API Testing with Postman — Build a Dynamic Test Suite' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029369.329864 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/postman.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.329864+02:00' https://medium.com/@michaelkm03/rest-api-test-automation-with-postman-jenkins-1-of-3-860edf3c2a45: title: 'medium: API Testing with Postman' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032462.022954 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/postman.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:41:02.022954+02:00' https://medium.com/@micheldirk/on-amazon-eks-and-karpenter-2b84e75e254e: title: 'medium.com/@micheldirk: On Amazon EKS and Karpenter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@micheldirk: On Amazon EKS and Karpenter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033757.299393 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:37.299393+02:00' https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8: title: 'medium.com/@mikakrief: Using Azure Service Operator v2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mikakrief: Using Azure Service Operator v2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032254.673857 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md - docs/kubernetes-operators-controllers.md v2_locations: - azure.md - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:34.673857+02:00' https://medium.com/@mike_tyson_cloud/aws-landing-zone-mastering-the-architecture-best-practices-and-design-secrets-a37746f72962: title: 'medium.com/@mike_tyson_cloud: AWS Landing Zone: Mastering the Architecture'' — Best Practices and Design Secrets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mike_tyson_cloud: AWS Landing Zone: Mastering the Architecture'' — Best Practices and Design Secrets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030846.497745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:06.497745+02:00' https://medium.com/@mike_tyson_cloud/it-automation-10-alternatives-to-terraform-286107def5ad: title: 'medium.com/@mike_tyson_cloud: IT Automation: 10 Alternatives To Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mike_tyson_cloud: IT Automation: 10 Alternatives To Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030433.684105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.684105+02:00' https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627: title: 'medium.com/@mjkool: Kubernetes Operator — Simplified!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mjkool: Kubernetes Operator — Simplified! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030028.680706 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:28.680706+02:00' ? https://medium.com/@mkremer_75412/why-postgres-rds-didnt-work-for-us-and-why-it-won-t-work-for-you-if-you-re-implementing-a-big-6c4fff5a8644 : title: 'medium.com/@mkremer_75412: Why Postgres RDS didn’t work for us (and why'' it won’t work for you if you’re implementing a big data solution)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mkremer_75412: Why Postgres RDS didn’t work for us (and why'' it won’t work for you if you’re implementing a big data solution) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031539.734656 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:39.734656+02:00' https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecule-3386cef987ac: title: 'medium.com: Test driven Development with Ansible using Molecule' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Test driven Development with Ansible using Molecule in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031099.07979 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:19.079790+02:00' https://medium.com/@mohaamer5/kubernetes-pod-priority-and-preemption-943c58aee07d: title: 'medium.com: kubernetes Pod Priority and Preemption' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: kubernetes Pod Priority and Preemption in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033479.070737 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:59.070737+02:00' https://medium.com/@moshe.beladev.mb/better-debugging-environment-for-your-micro-services-9420a71b8a37: title: 'medium: Better Debugging Environment for your Micro-Services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Better Debugging Environment for your Micro-Services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030522.170144 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:42.170144+02:00' https://medium.com/@muhidabid.cs/why-does-kubernetes-need-ingress-73d969fb6ffe: title: 'medium.com/@muhidabid.cs: Why does Kubernetes need Ingress?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muhidabid.cs: Why does Kubernetes need Ingress? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033569.95399 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:29.953990+02:00' https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8%8F-1daf73f331bd: title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Vault in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh: A Hands-On Guide to Vault in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032877.756724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:57.756724+02:00' https://medium.com/@muppedaanvesh/a-hands-on-guide-to-kubernetes-monitoring-using-prometheus-grafana-%EF%B8%8F-b0e00b1ae039: title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Kubernetes Monitoring Using'' Prometheus & Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh: A Hands-On Guide to Kubernetes Monitoring Using'' Prometheus & Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032360.926772 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:20.926772+02:00' https://medium.com/@muppedaanvesh/azure-devops-self-hosted-agents-on-kubernetes-part-1-aa91e7912f79: title: 'medium.com/@muppedaanvesh: Azure DevOps — Self Hosted Agents on Kubernetes'' — PART-1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh: Azure DevOps — Self Hosted Agents on Kubernetes'' — PART-1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029502.36134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:42.361340+02:00' https://medium.com/@mustafaaltunok/how-ingress-service-deployment-and-pod-link-to-eachother-d3a6ae2c0e06: title: 'medium.com/@mustafaaltunok: How Ingress, Service, Deployment and Pod Link'' to each other' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mustafaaltunok: How Ingress, Service, Deployment and Pod Link'' to each other in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029805.136 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:45.136000+02:00' https://medium.com/@nadinCodeHat/http-based-microservices-is-a-bad-idea-670d3db29ca6: title: "medium.com/@nadinCodeHat: HTTP based Microservices is a bad idea \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@nadinCodeHat: HTTP based Microservices is a bad idea \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032368.379902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.379902+02:00' https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines-9653726b4916: title: "medium.com/@nanditasahu031: DevSecOps — Implementing Secure CI/CD Pipelines' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031: DevSecOps — Implementing Secure CI/CD Pipelines' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033713.533902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:53.533902+02:00' https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins-to-secure-your-secrets-f13bb36e28e9: title: 'medium.com/@nanditasahu031: How to Integrate HashiCorp Vault with Jenkins'' to secure your Secrets' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031649.432503 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:29.432503+02:00' https://medium.com/@nanditasahu031/how-to-start-with-kustomize-its-features-dd541c3d2fa8: title: 'medium.com/@nanditasahu031: How to Start with Kustomize — it’s Features' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031: How to Start with Kustomize — it’s Features in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.053317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.053317+02:00' https://medium.com/@nanditasahu031/how-to-start-with-terragrunt-5cd1a842088a: title: "medium.com/@nanditasahu031: How to Start with Terragrunt \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031: How to Start with Terragrunt \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031226.32207 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:26.322070+02:00' https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9: title: "medium.com/@nanditasahu031: Istio Service Mesh \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031: Istio Service Mesh \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031142.592492 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:02.592492+02:00' https://medium.com/@nanditasahu031/terraform-with-gcp-cloud-d25d60a6e740: title: 'medium.com/@nanditasahu031: Terraform with GCP Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031: Terraform with GCP Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031987.519978 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:07.519978+02:00' https://medium.com/@nanditasahu031/terraformer-generate-terraform-files-from-existing-infrastructure-5d709fedd2b9: title: 'medium.com/@nanditasahu031: Terraformer — Generate Terraform Files from'' Existing Infrastructure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031: Terraformer — Generate Terraform Files from'' Existing Infrastructure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.300954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.300954+02:00' https://medium.com/@nblaye/exporting-kafka-jmx-metrics-to-grafana-1b9d32fe900a: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032731.773289 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:31.773289+02:00' https://medium.com/@neonforge/why-you-shouldnt-use-aws-managed-kms-keys-83d9eb9d5090: title: 'medium.com/@neonforge: Why You Shouldn’t Use AWS managed KMS Keys' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@neonforge: Why You Shouldn’t Use AWS managed KMS Keys in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034326.322793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:06.322793+02:00' https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a4ada79af5: title: IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029067.850496 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:27.850496+02:00' https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vault-a9555728e095: title: 'medium.com/@nikhil.purva: Securing Kubernetes Secrets with HashiCorp Vault' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nikhil.purva: Securing Kubernetes Secrets with HashiCorp Vault in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.026816 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.026816+02:00' https://medium.com/@niklas.uhrberg/auto-scaling-in-kubernetes-using-kafka-and-application-metrics-part-1-a509256b64ff: title: 'medium.com/@niklas.uhrberg: Auto scaling in Kubernetes using Kafka and application'' metrics — part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@niklas.uhrberg: Auto scaling in Kubernetes using Kafka and application'' metrics — part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.069585 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.069585+02:00' https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1: title: 'medium.com/@noelgass: Azure Common Monitoring With Terraform' description: '' year: '2023' stars: 0 ai_summary: An operations guide detailing how to establish global cloud auditing with Terraform. Walks through setting up central Log Analytics workspaces, binding Azure Diagnostic settings across subscriptions, and standardizing log streams to unified platforms. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Azure - Monitoring - Observability tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://medium.com/@nomulex/how-to-create-an-ssh-tunnel-to-a-remote-database-in-kubernetes-8e702e927328: title: "medium.com/@nomulex: How to create an ssh tunnel to a remote database in' Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@nomulex: How to create an ssh tunnel to a remote database in' Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032388.300992 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.300992+02:00' https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-1-fca5f6b3639b: title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031438.016198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:58.016198+02:00' https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-2-e8ca6c2cc45c: title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030384.508601 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:06:24.508601+02:00' https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-3-10dec988757: title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 3' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034104.964906 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:24.964906+02:00' https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-4-3856f0756a03: title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 4' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029374.19733 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.197330+02:00' https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-5-a4c22f0c0245: title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —'' part 5' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034347.669808 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:27.669808+02:00' https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac: title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t: Kubernetes the hard (illumos) way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033187.035086 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:07.035086+02:00' https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc2ce: title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way, last part' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t: Kubernetes the hard (illumos) way, last part in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034131.339149 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:51.339149+02:00' https://medium.com/@nsfabrice2009/how-to-install-argocd-on-k8s-cluster-ad9084c71f16: title: 'medium.com/@nsfabrice2009: How to install ArgoCD on k8s cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nsfabrice2009: How to install ArgoCD on k8s cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031849.919748 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:49.919748+02:00' https://medium.com/@oamdev2020/glue-terraform-ecosystem-into-kubernetes-world-3e5d6feb461e: title: "medium.com/@oamdev2020: Glue Terraform Ecosystem into Kubernetes World \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@oamdev2020: Glue Terraform Ecosystem into Kubernetes World \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033579.275747 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:39.275747+02:00' https://medium.com/@okandavut/what-is-gitflow-c0be7a659992: title: 'medium.com: What is GitFlow?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: What is GitFlow? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032017.117705 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:37.117705+02:00' ? https://medium.com/@olivier.gaumond/why-am-i-able-to-bind-a-privileged-port-in-my-container-without-the-net-bind-service-capability-60972a4d5496 : title: 'medium.com/@olivier.gaumond: Why am I able to bind a privileged port in'' my container without the NET_BIND_SERVICE capability?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@olivier.gaumond: Why am I able to bind a privileged port in'' my container without the NET_BIND_SERVICE capability? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029513.462402 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:53.462402+02:00' https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kubernetes-cluster-be252847cd85: title: 'medium.com/@onai.rotich: 4 Tools that Make it Easy to manage your Kubernetes'' Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@onai.rotich: 4 Tools that Make it Easy to manage your Kubernetes'' Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032100.163651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:00.163651+02:00' https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter-9e88434ca62a: title: 'medium.com/@onai.rotich: Understand container metrics and why they matter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@onai.rotich: Understand container metrics and why they matter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031676.546383 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:56.546383+02:00' https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a65102056: title: 'medium: Understanding PodSecurity in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Understanding PodSecurity in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.575536 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.575536+02:00' ? https://medium.com/@orellanaluke/terraform-and-the-art-of-small-my-guide-to-navigating-smarter-safer-state-management-cd156533ccf7 : title: 'medium.com/@orellanaluke: Terraform and the Art of Small: My Guide to Navigating'' Smarter, Safer State Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@orellanaluke: Terraform and the Art of Small: My Guide to Navigating'' Smarter, Safer State Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033309.100274 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.100274+02:00' https://medium.com/@ospalaemon/introducing-palaemon-the-savior-of-kubernetes-pods-85576c33287c: title: 'medium.com/@ospalaemon: Introducing Palaemon, the Savior of Kubernetes Pods!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ospalaemon: Introducing Palaemon, the Savior of Kubernetes Pods! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031438.018866 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:58.018866+02:00' https://medium.com/@ostridelabs/k8s-vs-k3s-the-comprehensive-difference-f7667d141c0: title: '==medium.com/@ostridelabs: k8s vs k3s: The Comprehensive Difference==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@ostridelabs: k8s vs k3s: The Comprehensive Difference== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.053842 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.053842+02:00' https://medium.com/@outlier.developer/getting-started-with-argocd-for-gitops-kubernetes-deployments-fafc2ad2af0: title: 'medium.com/@outlier.developer: Getting Started with ArgoCD for GitOps Kubernetes'' Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@outlier.developer: Getting Started with ArgoCD for GitOps Kubernetes'' Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031398.872122 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:18.872122+02:00' https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental-health-b382685390c8: title: "medium.com/@paolo.gallina: How-to release Helm Charts maintaining your mental' health \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@paolo.gallina: How-to release Helm Charts maintaining your mental' health \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.170504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.170504+02:00' ? https://medium.com/@paolo.gazzola/deploy-a-rabbitmq-cluster-in-an-on-premise-kubernetes-multi-node-cluster-enviroment-5dd71d84dafc : title: 'medium.com/@paolo.gazzola: How to deploy a high available and fault tolerant'' RabbitMQ service in an on-premise Kubernetes multi-node cluster environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@paolo.gazzola: How to deploy a high available and fault tolerant'' RabbitMQ service in an on-premise Kubernetes multi-node cluster environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033583.482056 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:43.482056+02:00' https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7: title: 'medium.com/@pauldotyu: Effortlessly Deploy to AKS with Open Source Tools Draft and Acorn' description: '' year: '2023' stars: 0 ai_summary: 'Focuses on simplifying development workflows on AKS using Draft and Acorn. Streamlines container generation and cluster deployments. Live grounding note: Acorn changed operations in early 2024, emphasizing legacy community-tool status.' language: Bash resource_type: Technical Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Delivery & CI/CD - Application Packaging - Draft & Acorn tags: - '[LEGACY]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://medium.com/@pauldotyu/service-mesh-considerations-117561f30295: title: 'medium.com/@pauldotyu: Service Mesh Considerations' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pauldotyu: Service Mesh Considerations in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030534.138498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:54.138498+02:00' https://medium.com/@pavanbelagatti/kubernetes-service-types-explained-2709cde3bc0c: title: "==medium.com/@pavanbelagatti: Kubernetes Service Types Explained== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@pavanbelagatti: Kubernetes Service Types Explained== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.441837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.441837+02:00' https://medium.com/@pbijjala/considerations-for-hardening-your-gke-a-workload-perceptive-943be26949d2: title: 'medium.com/@pbijjala: Considerations for Hardening your GKE, a workload'' perceptive' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pbijjala: Considerations for Hardening your GKE, a workload'' perceptive in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031410.217121 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:30.217121+02:00' https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8: title: '==medium.com/@pbijjala: Container security, an eco system view==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@pbijjala: Container security, an eco system view== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033844.627251 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.627251+02:00' https://medium.com/@pbijjala/recap-elasticity-in-kubernetes-gke-543d8523d3c: title: "==medium.com/@pbijjala: reCap: Elasticity in Kubernetes/GKE== \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@pbijjala: reCap: Elasticity in Kubernetes/GKE== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033715.602813 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:55.602813+02:00' https://medium.com/@pbijjala/recap-kube-vrs-cloud-dns-in-gke-b8d1d407e00d: title: 'medium.com/@pbijjala: reCap: Kube vrs Cloud DNS in GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pbijjala: reCap: Kube vrs Cloud DNS in GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031807.83641 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:07.836410+02:00' https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and-kubernetes-637de560d55a: title: "Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029120.71703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:20.717030+02:00' ? https://medium.com/@peiruwang/serverless-build-a-serverless-simple-flask-application-with-kubeless-on-top-of-kubernetes-95c6682c3750 : title: 'medium.com: Serverless - Build a Serverless Simple Flask Application with'' Kubeless on top of Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Serverless - Build a Serverless Simple Flask Application with'' Kubeless on top of Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031944.850107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:24.850107+02:00' https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed-architecture-6a6fdc6f11bd: title: '==medium.com/@percenuage: My adventure with Helm as GitOps in a distributed'' architecture==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@percenuage: My adventure with Helm as GitOps in a distributed'' architecture== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.959124 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.959124+02:00' https://medium.com/@perspectivementor/6-essential-skills-for-landing-a-devops-job-in-2024-88f6c19341d7: title: 'medium.com/@perspectivementor: 6 Essential Skills for Landing a DevOps Job'' in 2024' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@perspectivementor: 6 Essential Skills for Landing a DevOps Job'' in 2024 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034045.342358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:25.342358+02:00' https://medium.com/@pflooky/intro-to-kubernetes-mutating-webhooks-even-if-you-dont-know-kubernetes-172c30232488: title: 'medium.com/@pflooky: Intro to Kubernetes Mutating Webhooks (get more out'' of Kubernetes)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pflooky: Intro to Kubernetes Mutating Webhooks (get more out'' of Kubernetes) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034506.915448 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:06.915448+02:00' https://medium.com/@pittar/running-oracle-12c-on-openshift-container-platform-ca471a9f7057: title: 'medium: Running Oracle 12c on OpenShift Container Platform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Running Oracle 12c on OpenShift Container Platform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034391.811562 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:11.811562+02:00' https://medium.com/@piyush.sachdeva055/deploy-aks-cluster-in-azure-with-terraform-2028f6c71ada: title: 'medium.com/@piyush.sachdeva055: Deploy AKS Cluster in Azure With Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@piyush.sachdeva055: Deploy AKS Cluster in Azure With Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034568.803401 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:08.803401+02:00' https://medium.com/@piyush_74867/apache-airflow-on-kubernetes-at-scale-a-peak-under-the-hood-1eebb9b4769b: title: 'medium.com/@piyush_74867: Apache Airflow on Kubernetes at scale — a peak'' under the hood' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@piyush_74867: Apache Airflow on Kubernetes at scale — a peak'' under the hood in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030348.021398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.021398+02:00' https://medium.com/@pleasingsmoke/graceful-shutdown-of-pods-in-kubernetes-6da5588b5356: title: "medium: Notes on Graceful Shutdown in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Notes on Graceful Shutdown in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034581.731126 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:21.731126+02:00' https://medium.com/@polatatc/terraform-the-most-demanded-devops-skill-88c461641e7b: title: 'medium.com/@polatatc: Terraform; the most demanded DevOps skill!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@polatatc: Terraform; the most demanded DevOps skill! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030736.406247 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:16.406247+02:00' https://medium.com/@portainerio/kubernetes-the-ultimate-enabler-of-automation-27d5a3502807: title: 'medium.com/@portainerio: Kubernetes, the ultimate enabler of automation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@portainerio: Kubernetes, the ultimate enabler of automation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031645.252226 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:25.252226+02:00' https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost-analysis-tool-d0fb55c2858c: title: 'medium.com/@poseidon.os: Poseidon: A Kubernetes Cluster Visualization &'' Cost Analysis Tool' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@poseidon.os: Poseidon: A Kubernetes Cluster Visualization &'' Cost Analysis Tool in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030685.018275 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.018275+02:00' ? https://medium.com/@prasadanilmore/the-magic-of-visualizing-your-cloud-infrastructure-real-time-terraform-visualization-c85ac0ca4933 : title: 'medium.com/@prasadanilmore: The Magic of Visualizing Your Cloud Infrastructure:'' Real-time Terraform Visualization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@prasadanilmore: The Magic of Visualizing Your Cloud Infrastructure:'' Real-time Terraform Visualization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029826.288246 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:06.288246+02:00' https://medium.com/@pratyush.mathur/kubernetes-architecture-82e9bc8324f1: title: 'medium: Pratyush Mathur - Kubernetes Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Pratyush Mathur - Kubernetes Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032103.687278 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:03.687278+02:00' https://medium.com/@pratyush.mathur/kubernetes-resources-c09d172dbdc5: title: "medium: Kubernetes Resources \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Resources \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.580837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.580837+02:00' https://medium.com/@pratyush.mathur/logging-with-efk-1c2e131496d: title: 'medium: Logging with EFK - Pratyush Mathur' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Logging with EFK - Pratyush Mathur in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030000.200589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:00.200589+02:00' https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462c37fd8: title: '==medium.com/@pratyush.mathur: Secrets Management Using Vault in K8S==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@pratyush.mathur: Secrets Management Using Vault in K8S== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033258.66249 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:18.662490+02:00' https://medium.com/@pratzy99/adoption-of-finops-for-kubernetes-cost-optimization-6263bc7b3f57: title: "medium.com/@pratzy99: Adoption of FinOps for Kubernetes Cost Optimization' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@pratzy99: Adoption of FinOps for Kubernetes Cost Optimization' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029990.911486 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:50.911486+02:00' https://medium.com/@r_chan/kubernetes-pods-termination-lifecycle-fd2926c4611a: title: 'medium.com/@r_chan: Kubernetes Pods Termination Lifecycle' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@r_chan: Kubernetes Pods Termination Lifecycle in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030442.973306 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:22.973306+02:00' https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks-cluster-f69b485c674f: title: 'medium.com/@radha.sable25: Enabling IAM users/roles Access on Amazon EKS'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@radha.sable25: Enabling IAM users/roles Access on Amazon EKS'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033309.11067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.110670+02:00' https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053: title: 'medium.com: Gitflow — Branch Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Gitflow — Branch Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030982.643789 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:22.643789+02:00' https://medium.com/@raghavendraguttur/podman-containers-beginners-guide-830b931e66f4: title: 'medium.com/@raghavendraguttur: Podman Containers — Beginner’s Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@raghavendraguttur: Podman Containers — Beginner’s Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031401.291313 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:21.291313+02:00' https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-monitoring-apm-86ae829877cf: title: OpenTelemetry (OTel) vs Application Performance Monitoring (APM) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering OpenTelemetry (OTel) vs Application Performance Monitoring (APM) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033129.710721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:09.710721+02:00' https://medium.com/@randhirthakur076/optimizing-kubernetes-cost-management-a-deep-dive-into-kubecost-5b07c9926c87: title: 'medium.com/@randhirthakur076: Optimizing Kubernetes Cost Management: A Deep'' Dive into Kubecost' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@randhirthakur076: Optimizing Kubernetes Cost Management: A Deep'' Dive into Kubecost in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.549985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.549985+02:00' https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terraform-d7ae4291d621: title: 'medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.21949 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.219490+02:00' ? https://medium.com/@rasikzilte711/kubernetes-networking-a-guide-to-services-ingress-network-policies-dns-and-cni-plugins-fc1ad7d22ab4 : title: 'medium.com/@rasikzilte711: Kubernetes Networking — A Guide to Services,'' Ingress, Network Policies, DNS, and CNI Plugins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rasikzilte711: Kubernetes Networking — A Guide to Services,'' Ingress, Network Policies, DNS, and CNI Plugins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031541.291061 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:41.291061+02:00' https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-policy-agent-and-github-actions-697fa9fd74f0: title: 'medium: Automated Manifest File Validation Using Open Policy Agent and GitHub'' Actions | Ravindu Sandeepa Rathugama' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Automated Manifest File Validation Using Open Policy Agent and GitHub'' Actions | Ravindu Sandeepa Rathugama in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.45284 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.452840+02:00' https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.879238 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.879238+02:00' ? "https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb \U0001F31F" : title: "medium.com/@raymon_dut: What’s the relationShip between Pod, Deployment,' ReplicaSet, and Service in Kubernetes? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@raymon_dut: What’s the relationShip between Pod, Deployment,' ReplicaSet, and Service in Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029251.68329 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:31.683290+02:00' https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kubernetes-b28bfdd7502: title: 'medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes.' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes. in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032251.796307 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:31.796307+02:00' https://medium.com/@reefland/tracking-down-invisible-oom-kills-in-kubernetes-192a3de33a60: title: 'medium.com/@reefland: Tracking Down “Invisible” OOM Kills in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@reefland: Tracking Down “Invisible” OOM Kills in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033671.551553 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:11.551553+02:00' https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb: title: 'Medium: Distributed Tracing and Monitoring using OpenCensus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Medium: Distributed Tracing and Monitoring using OpenCensus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034291.684991 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:31.684991+02:00' https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment-best-practices-for-devops-b99eac071a5c: title: "medium.com/@rifkikarimr: Continuous Integration and Continuous Deployment:' Best Practices for DevOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@rifkikarimr: Continuous Integration and Continuous Deployment:' Best Practices for DevOps \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034450.0732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:10.073200+02:00' https://medium.com/@rishabh1799/building-pipeline-and-launching-jenkins-in-container-d4faf39de173: title: Building Pipeline and Launching Jenkins in Container description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Building Pipeline and Launching Jenkins in Container in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030084.621115 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:24.621115+02:00' https://medium.com/@rizkiprass/beginner-terraform-tutorial-launching-ec2-in-aws-using-terraform-73f6d99e6233: title: 'medium.com/@rizkiprass: Beginner Terraform Tutorial: Launching EC2 in AWS'' using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rizkiprass: Beginner Terraform Tutorial: Launching EC2 in AWS'' using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031163.870669 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.870669+02:00' https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projects-with-triggers-d3d04f1daf75: title: "Setup Chained Jenkins Declarative Pipeline Projects with Triggers \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Setup Chained Jenkins Declarative Pipeline Projects with Triggers \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033925.027182 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.027182+02:00' https://medium.com/@rphilogene/platform-engineering-7-internal-developer-platform-vs-internal-developer-portal-05c33658891b: title: 'medium.com/@rphilogene: Platform Engineering #7: Internal Developer Platform'' vs. Internal Developer Portal' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene: Platform Engineering #7: Internal Developer Platform'' vs. Internal Developer Portal in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029482.637942 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:22.637942+02:00' https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-consider-in-2024-892e6e211b85: title: '==medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider'' in 2024==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider'' in 2024== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033770.331095 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:50.331095+02:00' https://medium.com/@rphilogene/turning-kubernetes-into-a-developer-friendly-product-930d7290a448: title: 'medium.com/@rphilogene: Turning Kubernetes into a Developer-Friendly Product' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene: Turning Kubernetes into a Developer-Friendly Product in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030965.907263 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:05.907263+02:00' https://medium.com/@rphilogene/whats-an-internal-developer-platform-8f52fb367552: title: 'medium.com/@rphilogene: What’s an Internal Developer Platform?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene: What’s an Internal Developer Platform? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034533.309254 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:33.309254+02:00' https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-grafana-14fe318fbb8b: title: "medium.com/@rramiz.rraza: Kafka metrics monitoring with Prometheus and Grafana' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@rramiz.rraza: Kafka metrics monitoring with Prometheus and Grafana' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.582511 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.582511+02:00' https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff2e922: title: 'medium: When to Use MongoDB Rather than MySQL' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: When to Use MongoDB Rather than MySQL in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033486.674033 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:06.674033+02:00' https://medium.com/@rtaplamaci/horizontal-scaling-on-kubernetes-clusters-based-on-aws-cloudwatch-metrics-with-keda-7c9e0e3ba5f: title: 'medium.com/@rtaplamaci: Horizontal Scaling on Kubernetes Clusters Based'' on AWS CloudWatch Metrics with KEDA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rtaplamaci: Horizontal Scaling on Kubernetes Clusters Based'' on AWS CloudWatch Metrics with KEDA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031543.508616 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:43.508616+02:00' https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway-9872d43ee5a4: title: 'medium: Database version control — Liquibase versus Flyway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Database version control — Liquibase versus Flyway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031693.82686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/liquibase.md v2_locations: - liquibase.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:13.826860+02:00' https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556: title: 'medium.com/@ryan.dardis: KubeClarity — Cloud-Native Security Scanning for'' your Kubernetes Cluster and more' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ryan.dardis: KubeClarity — Cloud-Native Security Scanning for'' your Kubernetes Cluster and more in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030086.639237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:26.639237+02:00' https://medium.com/@sachem2015/kubermetrics-cluster-visualization-made-simple-d24928f63451: title: 'medium: Kubermetrics — Cluster Visualization Made Simple' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubermetrics — Cluster Visualization Made Simple in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031801.72954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:01.729540+02:00' https://medium.com/@sajjadfazlani/how-to-protect-your-apis-and-microservices-f22b99ce2322: title: "==medium.com/@sajjadfazlani: How to protect your APIs and Microservices?==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@sajjadfazlani: How to protect your APIs and Microservices?==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.555309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.555309+02:00' https://medium.com/@sakshampaliwal/what-is-kubernetes-in-short-e92f2b81248a: title: 'medium.com/@sakshampaliwal: What is Kubernetes(in short)?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sakshampaliwal: What is Kubernetes(in short)? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034349.480107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:29.480107+02:00' https://medium.com/@sam.euchaliptus/tolerations-nodeaffinity-for-deterministic-pod-scheduling-in-kubernetes-aa2f1d4316fa: title: 'medium.com/@sam.euchaliptus: Tolerations & NodeAffinity for Deterministic'' Pod Scheduling in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sam.euchaliptus: Tolerations & NodeAffinity for Deterministic'' Pod Scheduling in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032952.4012 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:12.401200+02:00' https://medium.com/@samiullah6799/different-roles-in-mlops-0918de5321a4: title: '==medium.com/@samiullah6799: Different Roles in MLOps==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@samiullah6799: Different Roles in MLOps== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032383.20579 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.205790+02:00' https://medium.com/@samng1991216/building-kubernetes-operator-application-from-scratch-part-1-211b6b2467df: title: 'medium.com/@samng1991216: Building Kubernetes Operator Application from'' Scratch (Part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@samng1991216: Building Kubernetes Operator Application from'' Scratch (Part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031608.927556 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:48.927556+02:00' https://medium.com/@samuelbagattin/partial-helm-values-encryption-using-aws-kms-with-argocd-aca1c0d36323: title: 'medium.com/@samuelbagattin: Partial Helm values encryption using AWS KMS'' with ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@samuelbagattin: Partial Helm values encryption using AWS KMS'' with ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034295.397168 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:35.397168+02:00' https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-hexagonal-architecture-769696494c0: title: 'medium.com/@sandeepsharmaster: Design your Cloud Microservices Apps the'' DDD way (Hexagonal Architecture)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sandeepsharmaster: Design your Cloud Microservices Apps the'' DDD way (Hexagonal Architecture) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033169.715064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.715064+02:00' https://medium.com/@sandupatlaabhilash1747/automation-of-cloud-terraform-5a299fb785bb: title: 'medium: Automation of Cloud-Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Automation of Cloud-Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.428648 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:10.428648+02:00' https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-1-service-abe1c5b03fc: title: 'medium.com/@sangjinn: How to communicate with Kubernetes workloads — Part'' I. Service | Brandon Kang' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sangjinn: How to communicate with Kubernetes workloads — Part'' I. Service | Brandon Kang in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031801.735717 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:01.735717+02:00' https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-2-ingress-18f44a712690: title: 'medium.com/@sangjinn: How to communicate with Kubernetes workloads — Part'' II. Ingress | Brandon Kang' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033479.079077 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:57:59.079077+02:00' https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad567c8: title: "medium: How to build an efficient CI/CD pipeline \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to build an efficient CI/CD pipeline \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032371.441759 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:31.441759+02:00' ? https://medium.com/@sassenthusiast/serverless-simplified-integrating-docker-containers-into-aws-lambda-via-serverless-yml-cdef9be1681e : title: 'medium.com/@sassenthusiast: Serverless Simplified: Integrating Docker Containers'' into AWS Lambda via serverless.yml' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sassenthusiast: Serverless Simplified: Integrating Docker Containers'' into AWS Lambda via serverless.yml in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031079.657821 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:59.657821+02:00' https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f447d2ff8: title: 'medium.com/@satyakommula: Deploy Kubernetes dashboard with NodePort' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@satyakommula: Deploy Kubernetes dashboard with NodePort in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030787.585786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:07.585786+02:00' https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16: title: 'medium.com: Shell Scripting for DevOps with Examples' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Shell Scripting for DevOps with Examples in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029325.396054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.396054+02:00' ? https://medium.com/@sdevsecops/how-to-implement-devsecops-in-a-kubernetes-cluster-environment-github-actions-and-azure-devops-522bdd121e34 : title: '==medium.com/@sdevsecops: How to implement DevSecOps in a Kubernetes cluster'' environment-Github Actions and Azure DevOps==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@sdevsecops: How to implement DevSecOps in a Kubernetes cluster'' environment-Github Actions and Azure DevOps== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033913.539908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:13.539908+02:00' https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036: title: 'medium: Prometheus-Grafana on K8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Prometheus-Grafana on K8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032539.982153 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:19.982153+02:00' https://medium.com/@sebagomez/windows-containers-personal-cheat-sheet-95c1c4d6bdf5: title: 'medium: Windows Containers (personal) cheat sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Windows Containers (personal) cheat sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030934.258997 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:34.258997+02:00' https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae: title: 'medium.com/@selvamraju007: GIT Branching Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@selvamraju007: GIT Branching Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031106.942405 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:26.942405+02:00' https://medium.com/@senjutide2000/designing-a-controller-for-custom-resources-from-scratch-for-absolute-beginners-9cb84b7f906f: title: 'medium.com/@senjutide2000: Designing a Controller for Custom Resources from'' scratch for absolute beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@senjutide2000: Designing a Controller for Custom Resources from'' scratch for absolute beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029640.573441 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:00.573441+02:00' https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44be659a087e: title: 'medium: API Access Control using Istio Ingress Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: API Access Control using Istio Ingress Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.559557 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.559557+02:00' https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful-c3a153c49316: title: 'medium: Kubernetes Network Policies: Are They Really Useful?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Network Policies: Are They Really Useful? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031539.724138 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:39.724138+02:00' https://medium.com/@shahinghasemy/what-is-docker-why-should-you-use-it-in-simple-words-cc5e6160f9db: title: 'medium: What is Docker, Why should you use it in simple words' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: What is Docker, Why should you use it in simple words in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033078.906218 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:18.906218+02:00' https://medium.com/@sharprazor.app/memory-settings-for-java-process-running-in-kubernetes-pod-1e608a5d2a64: title: 'medium.com/@sharprazor.app: Memory settings for Java process running in'' Kubernetes pod' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sharprazor.app: Memory settings for Java process running in'' Kubernetes pod in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033586.175566 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:46.175566+02:00' https://medium.com/@sheraznadeem1/kubescape-kubernetes-hardening-demystified-87fba47f3b6a: title: 'medium.com/@sheraznadeem1: Kubescape & Kubernetes Hardening- Demystified' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sheraznadeem1: Kubescape & Kubernetes Hardening- Demystified in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032644.308094 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:04.308094+02:00' https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-for-data-protection-oadp-790d39ad96d4: title: 'medium.com/@shrishs: Application Backup and Restore using Openshift API'' for Data Protection(OADP)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shrishs: Application Backup and Restore using Openshift API'' for Data Protection(OADP) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032551.950472 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:31.950472+02:00' https://medium.com/@shrishtishreya/kubernetes-configmaps-explained-c6e7c9a6e6a6: title: 'medium.com/@shrishtishreya: Kubernetes ConfigMaps Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shrishtishreya: Kubernetes ConfigMaps Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029142.326703 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:42.326703+02:00' https://medium.com/@shubhadeepchat/best-practices-for-good-rest-api-design-b5fae9a62c86: title: 'medium.com/@shubhadeepchat: Best Practices for good REST API Design' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shubhadeepchat: Best Practices for good REST API Design in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032639.826123 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:59.826123+02:00' https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c: title: 'medium: Ensure Content Trust on Kubernetes using Notary and Open Policy'' Agent' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Ensure Content Trust on Kubernetes using Notary and Open Policy'' Agent in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.732064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.732064+02:00' ? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-1-b581e3ca8916 : title: Part 1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Part 1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031507.234651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:07.234651+02:00' ? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-2-25dc2a3982cf : title: Part 2 description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030934.266247 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:34.266247+02:00' https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-with-kubernetes-f5a584f5af36: title: 'medium.com: Fighting Service Latency in Microservices With Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Fighting Service Latency in Microservices With Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033735.328823 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:15.328823+02:00' https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f29e533b1f: title: 'medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030805.686294 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/yaml.md v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:13:25.686294+02:00' https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25d7fdae: title: 'medium.com/@slimm609: Secure image signing with Cosign and AWS KMS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@slimm609: Secure image signing with Cosign and AWS KMS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029123.59952 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:23.599520+02:00' ? https://medium.com/@srikanth.k/kubernetes-what-is-it-what-problems-does-it-solve-how-does-it-compare-with-its-alternatives-937fe80b754f : title: 'medium.com: Kubernetes — What Is It, What Problems Does It Solve and How'' Does It Compare With Alternatives?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Kubernetes — What Is It, What Problems Does It Solve and How'' Does It Compare With Alternatives? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033622.679331 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:22.679331+02:00' https://medium.com/@study.uttam/main-challenges-of-machine-learning-eb06dffac3da: title: 'medium.com/@study.uttam: Main Challenges of Machine Learning' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@study.uttam: Main Challenges of Machine Learning in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033037.140788 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:37.140788+02:00' https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6: title: 'medium.com/@suleimanabualrob: Kubernetes cost optimisation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@suleimanabualrob: Kubernetes cost optimisation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.505038 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.505038+02:00' https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831c12381b: title: 'medium.com/@sumudu_liyan: How To Install Istio On Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sumudu_liyan: How To Install Istio On Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030587.385973 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:47.385973+02:00' https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-with-x509-client-certificates-edbc3517c10: title: Kubernetes Authentication and Authorization with X509 client certificates description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Kubernetes Authentication and Authorization with X509 client certificates in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.066594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.066594+02:00' https://medium.com/@suvankar.dey80/time-series-sql-vs-no-sql-a8c7f40d80a8: title: 'medium.com/@suvankar.dey80: Time Series SQL vs No SQL' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@suvankar.dey80: Time Series SQL vs No SQL in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034309.073583 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.073583+02:00' https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-54288dff3801: title: 'medium: Forking GitHub Repository with Git and VIM | Swain Dennis' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Forking GitHub Repository with Git and VIM | Swain Dennis in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033313.444158 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:13.444158+02:00' https://medium.com/@swapnasagarpradhan/simplifying-orchestration-with-kubernetes-e81015681a85: title: 'medium.com: Simplifying orchestration with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Simplifying orchestration with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.06542 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.065420+02:00' https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa312904e577: title: 'medium: Agile vs. DevOps vs. SRE… it’s not OR, it’s AND !' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Agile vs. DevOps vs. SRE… it’s not OR, it’s AND ! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031758.966188 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:18.966188+02:00' https://medium.com/@tamerberatcelik/when-and-why-to-use-kubernetes-fface756859f: title: 'medium.com/@tamerberatcelik: When and why to use Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tamerberatcelik: When and why to use Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.5425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.542500+02:00' https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-in-credentials-from-a-git-repo-704a373b94e3: title: 'medium: The Easiest Way To Remove Checked In Credentials From A Git Repo' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: The Easiest Way To Remove Checked In Credentials From A Git Repo in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033213.034657 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:33.034657+02:00' https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23: title: 'medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030250.301192 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:10.301192+02:00' https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-terraform-dfb26d85e2dd: title: "medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform' \U0001F680" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform' \U0001F680 in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.670428 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.670428+02:00' https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f58: title: 'medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029563.454615 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:43.454615+02:00' https://medium.com/@tathagatapaul7/opentelemetry-in-kubernetes-deploying-your-collector-and-metrics-backend-b8ec86ac4a43: title: 'medium.com/@tathagatapaul7: OpenTelemetry in Kubernetes: Deploying your'' Collector and Metrics Backend' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tathagatapaul7: OpenTelemetry in Kubernetes: Deploying your'' Collector and Metrics Backend in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.400118 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.400118+02:00' https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158da47ce982: title: 'medium.com/@tech_18484: Simplifying Kubernetes Logging with EFK Stack' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tech_18484: Simplifying Kubernetes Logging with EFK Stack in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033486.685969 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:06.685969+02:00' ? https://medium.com/@terminalsandcoffee/mastering-python-how-to-generate-a-list-of-dictionaries-for-files-in-your-working-directory-with-7cab8b485e69 : title: 'medium.com/@terminalsandcoffee: Mastering Python: How to Generate a List'' of Dictionaries for Files in Your Working Directory with One Script' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@terminalsandcoffee: Mastering Python: How to Generate a List'' of Dictionaries for Files in Your Working Directory with One Script in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034579.865696 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:19.865696+02:00' https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-eksctl-67e0d0900245: title: 'medium.com/@thapliyal705: Create Amazon EKS Cluster from scratch using eksctl' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.041538 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.041538+02:00' https://medium.com/@the.nick.miller/multi-container-deployments-with-kubernetes-33c824d8d9a4: title: 'medium.com/@the.nick.miller: Custom Deployments with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@the.nick.miller: Custom Deployments with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.645328 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.645328+02:00' https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025: title: 'Azure DevOps Tips: “Each” Loops' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Azure DevOps Tips: “Each” Loops in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033342.55431 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:42.554310+02:00' https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9: title: 'medium.com: Git Flow for Beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Git Flow for Beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032380.379472 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.379472+02:00' https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4: title: 'medium: Starting with kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Starting with kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.170837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.170837+02:00' https://medium.com/@timebertt/kubernetes-controllers-at-scale-clients-caches-conflicts-patches-explained-aa0f7a8b4332: title: 'medium.com/@timebertt: Kubernetes Controllers at Scale: Clients, Caches,'' Conflicts, Patches Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@timebertt: Kubernetes Controllers at Scale: Clients, Caches,'' Conflicts, Patches Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032785.488984 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:25.488984+02:00' https://medium.com/@timleonardDS/who-lets-the-dags-out-register-an-external-dag-with-flyte-chapter-3-bad0ea781119: title: 'medium.com/@timleonardDS: Who Let the DAGs out? Register an External DAG'' with Flyte (Chapter 3)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@timleonardDS: Who Let the DAGs out? Register an External DAG'' with Flyte (Chapter 3) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.849575 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.849575+02:00' https://medium.com/@tom-neal/cto-checklist-1a2ef3d6502: title: 'medium.com/@tom-neal: CTO Checklist' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tom-neal: CTO Checklist in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033359.921692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:59.921692+02:00' https://medium.com/@toonvandeuren/kubernetes-scaling-the-event-driven-approach-bdd58ded4e3f: title: 'medium.com/@toonvandeuren: Kubernetes Scaling: The Event Driven Approach'' - KEDA' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@toonvandeuren: Kubernetes Scaling: The Event Driven Approach'' - KEDA in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030805.679985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:25.679985+02:00' https://medium.com/@vafrcor2009/gitflow-vs-trunk-based-development-3beff578030b: title: 'medium: GitFlow VS Trunk-Based-Development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: GitFlow VS Trunk-Based-Development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.483005 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.483005+02:00' https://medium.com/@vaib16dec/kubesecops-pipeline-container-security-in-a-cloudnative-ecosystem-e59bf19a713d: title: 'medium: KubeSecOps Pipeline(Container security) in a cloudnative ecosystem' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: KubeSecOps Pipeline(Container security) in a cloudnative ecosystem in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031460.457298 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:20.457298+02:00' https://medium.com/@vaibhav176/saving-costs-in-google-kubernetes-engine-using-spot-vms-2e6d0157815e: title: 'medium.com: Saving costs in Google Kubernetes Engine using Spot VMs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Saving costs in Google Kubernetes Engine using Spot VMs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030558.347994 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:18.347994+02:00' https://medium.com/@vajrapuvinod/mastering-ingress-context-path-based-routing-in-aws-eks-using-terraform-0db2bbbae474: title: 'medium.com/@vajrapuvinod: Mastering Ingress Context Path Based Routing in'' AWS EKS using AWS Load Balancer Controller through Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vajrapuvinod: Mastering Ingress Context Path Based Routing in'' AWS EKS using AWS Load Balancer Controller through Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033658.155329 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:58.155329+02:00' https://medium.com/@valyala/promql-tutorial-for-beginners-9ab455142085: title: PromQL Tutorial description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering PromQL Tutorial in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031719.941777 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:39.941777+02:00' https://medium.com/@vamshisuram/how-to-crack-ckad-exam-part-2-26330c32a4e: title: 'medium.com/@vamshisuram: How to crack CKAD exam (part — 2)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vamshisuram: How to crack CKAD exam (part — 2) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031776.310469 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:36.310469+02:00' https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe: title: 'medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking Models' description: '' year: '2022' stars: 0 ai_summary: 'Provides a comprehensive architectural overview contrasting AKS''s native CNI models: Kubenet versus Azure CNI. Analyzes the trade-offs of IP space consumption, routing tables, and overall performance dynamics across large clusters.' language: Markdown resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking & CNI - Kubenet vs Azure CNI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1: title: 'medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031520.698817 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:20.698817+02:00' https://medium.com/@versentfastforward/gitops-and-argocd-to-automate-kubernetes-deployments-640f3a086865: title: 'medium.com/@versentfastforward: GitOps on Kubernetes with ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward: GitOps on Kubernetes with ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030412.967097 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:52.967097+02:00' https://medium.com/@versentfastforward/one-click-bootstrap-deployment-of-argocd-e06f848aacc5: title: 'medium.com/@versentfastforward: One-click Bootstrap Deployment of ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward: One-click Bootstrap Deployment of ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.154635 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.154635+02:00' https://medium.com/@versentfastforward/structuring-your-repo-for-argocd-part-1-582817713b0: title: 'medium.com/@versentfastforward: Structuring Your Repo for ArgoCD, Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward: Structuring Your Repo for ArgoCD, Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030673.549871 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:13.549871+02:00' https://medium.com/@victor.ronin/design-your-code-for-readability-vs-writability-d42f04cc6f4d: title: 'medium.com/@victor.ronin: Design your code for readability vs. writability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@victor.ronin: Design your code for readability vs. writability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.541389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.541389+02:00' https://medium.com/@victor.ronin/the-dark-side-of-a-cross-functional-team-e0d379e37c70: title: 'medium.com/@victor.ronin: The dark side of a cross-functional team' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@victor.ronin: The dark side of a cross-functional team in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030403.671827 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:43.671827+02:00' https://medium.com/@victorpaulo/from-zero-to-kubernetes-operator-dd06436b9d89: title: 'medium: From Zero to Kubernetes Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: From Zero to Kubernetes Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032779.61269 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:19.612690+02:00' https://medium.com/@vikram.fugro/container-networking-interface-aka-cni-bdfe23f865cf: title: 'medium: Container Networking Interface aka CNI' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Container Networking Interface aka CNI in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034306.12604 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:46.126040+02:00' https://medium.com/@vinciabhinav7/microservices-communication-architecture-patterns-a8e77e614c2c: title: "==medium.com/@vinciabhinav7: Microservices Communication Architecture Patterns==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@vinciabhinav7: Microservices Communication Architecture Patterns==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029478.329639 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.329639+02:00' https://medium.com/@vinoji2005/using-terraform-with-kubernetes-a-comprehensive-guide-237f6bbb0586: title: 'medium.com/@vinoji2005: Using Terraform with Kubernetes: A Comprehensive'' Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vinoji2005: Using Terraform with Kubernetes: A Comprehensive'' Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029613.201193 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:33.201193+02:00' https://medium.com/@vinothiniraju/streamlining-kubernetes-deployment-with-ready-built-developer-platform-5ba0cbb4facf: title: 'medium.com/@vinothiniraju: Streamlining Kubernetes Deployment with Ready-Built'' Developer Platform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vinothiniraju: Streamlining Kubernetes Deployment with Ready-Built'' Developer Platform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030201.985291 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:21.985291+02:00' https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-using-terraform-214f6d3f611: title: 'medium: Install Istio on Azure Kubernetes cluster using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Install Istio on Azure Kubernetes cluster using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033611.935872 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:11.935872+02:00' https://medium.com/@visweswara/pod-disruption-budget-budget-that-can-save-you-one-day-7c22c8a11d: title: 'medium.com/@visweswara: Pod Disruption Budget — Budget that can save you'' One day' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@visweswara: Pod Disruption Budget — Budget that can save you'' One day in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.052092 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.052092+02:00' https://medium.com/@visweswara/what-are-kubernetes-admission-controllers-let-me-explain-93b97f659ccc: title: 'medium.com/@visweswara: What are Kubernetes Admission Controllers?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@visweswara: What are Kubernetes Admission Controllers? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033002.045198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:02.045198+02:00' https://medium.com/@vrnvav97/canary-deployment-in-kubernetes-a18c81cb9b: title: 'medium.com/@vrnvav97: Canary Deployment in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vrnvav97: Canary Deployment in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031669.290209 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:49.290209+02:00' https://medium.com/@vvsevel/a-guide-to-kubernetes-application-resource-tuning-part-1-bf0ba04db10: title: 'medium.com/@vvsevel: A Guide to Kubernetes Application Resource Tuning —'' part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vvsevel: A Guide to Kubernetes Application Resource Tuning —'' part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029678.531675 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:38.531675+02:00' https://medium.com/@walissonscd/creating-a-kubernetes-pod-with-multiple-containers-and-a-shared-volume-257d9aa2081d: title: "medium.com/@walissonscd: Creating a Kubernetes Pod with Multiple Containers' and a Shared Volume \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@walissonscd: Creating a Kubernetes Pod with Multiple Containers' and a Shared Volume \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032254.672121 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:34.672121+02:00' https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-top-metrics-commands-a60408765321: title: 'medium.com/@walissonscd: Monitoring Kubernetes Cluster Resources: Using'' Top Metrics Commands' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@walissonscd: Monitoring Kubernetes Cluster Resources: Using'' Top Metrics Commands in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033435.813454 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.813454+02:00' https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3edc: title: 'medium.com/@walissonscd: Understanding Your Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@walissonscd: Understanding Your Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029421.296425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:50:21.296425+02:00' ? https://medium.com/@wessel__/istio-with-authentik-securing-your-cluster-and-providing-authentication-and-authorization-b5e48b331920 : title: 'medium.com/@wessel__: Istio with Authentik: securing your cluster and providing'' authentication and authorization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@wessel__: Istio with Authentik: securing your cluster and providing'' authentication and authorization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.327299 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:02.327299+02:00' https://medium.com/@willguibr/terraform-1-5-import-and-automatic-code-generation-caa4debfef28: title: 'medium.com/@willguibr: Terraform 1.5 — Import and Automatic Code Generation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@willguibr: Terraform 1.5 — Import and Automatic Code Generation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.220651 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.220651+02:00' https://medium.com/@wuestkamp/kubernetes-canary-deployment-1-gitlab-ci-518f9fdaa7ed: title: 'medium.com: Kubernetes Canary Deployment #1 Gitlab CI' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Kubernetes Canary Deployment #1 Gitlab CI in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.402626 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.402626+02:00' https://medium.com/@yankee.exe/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599: title: 'medium: How Rolling and Rollback Deployments work in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How Rolling and Rollback Deployments work in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034479.187478 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:39.187478+02:00' https://medium.com/@yogitakothadia/a-manifest-file-in-kubernetes-952183a508d4: title: 'medium.com/@yogitakothadia: A Manifest File in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@yogitakothadia: A Manifest File in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031735.25407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:55.254070+02:00' https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-with-code-generation-796b177ec79: title: "medium.com/@yonatanzunger: Advanced Python: Achieving High Performance with' Code Generation \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/@yonatanzunger: Advanced Python: Achieving High Performance with' Code Generation \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032239.282532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:19.282532+02:00' https://medium.com/@yusufkaratoprak/advanced-troubleshooting-techniques-in-kubernetes-pods-24ee0cebfa6f: title: 'medium.com/@yusufkaratoprak: Advanced Troubleshooting Techniques in Kubernetes'' Pods' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@yusufkaratoprak: Advanced Troubleshooting Techniques in Kubernetes'' Pods in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031796.265809 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:56.265809+02:00' https://medium.com/@zeloygabri/deploying-2-tier-aws-architecture-using-terraform-b4167b035751: title: 'medium.com/@zeloygabri: Deploying 2-Tier AWS Architecture using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@zeloygabri: Deploying 2-Tier AWS Architecture using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031458.550832 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:18.550832+02:00' https://medium.com/@zhaoyi0113/kubernetes-how-does-service-network-work-in-the-cluster-d235b69ff536: title: 'medium.com/@zhaoyi0113: Kubernetes — How does service network work in the'' cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/@zhaoyi0113: Kubernetes — How does service network work in the'' cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029063.367361 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:23.367361+02:00' https://medium.com/activewizards-machine-learning-company/kafka-monitoring-with-prometheus-telegraf-and-grafana-6228fed736f1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029067.877403 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:27.877403+02:00' https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-with-argocd-ca170ce8aba3: title: 'medium.com/adaltas: GitOps in practice, deploy Kubernetes applications with'' ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas: GitOps in practice, deploy Kubernetes applications with'' ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029110.345471 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.345471+02:00' https://medium.com/adaltas/kubernetes-debugging-with-ephemeral-containers-e4be659d9ef6: title: 'medium.com/adaltas: Kubernetes: debugging with ephemeral containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas: Kubernetes: debugging with ephemeral containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030864.896075 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:24.896075+02:00' https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d964: title: 'medium.com/adaltas: Operating Kafka in Kubernetes with Strimzi' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas: Operating Kafka in Kubernetes with Strimzi in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032339.779623 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:59.779623+02:00' https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6f1aed2a2: title: 'medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032546.958542 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:26.958542+02:00' https://medium.com/adeo-tech/how-to-save-money-fast-with-kubernetes-do-finops-3a9cafc9beba: title: 'medium.com/adeo-tech: How to save money fast with Kubernetes — Do FinOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adeo-tech: How to save money fast with Kubernetes — Do FinOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030207.221211 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:27.221211+02:00' https://medium.com/adeo-tech/multi-cloud-kubernetes-survival-guide-49eee9aa58e2: title: "medium.com/adeo-tech: Multi-Cloud Kubernetes Survival Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/adeo-tech: Multi-Cloud Kubernetes Survival Guide \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029118.682036 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:18.682036+02:00' https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f672f900a177: title: 'medium.com/adessoturkey: Azure DevOps Agents on AKS with the kaniko Option' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adessoturkey: Azure DevOps Agents on AKS with the kaniko Option in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030574.239656 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:34.239656+02:00' https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt-b5f54fb10ffd: title: 'medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.376571 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.376571+02:00' https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage-chart-sources-f5749ba8031e: title: 'medium: Highway to Helm: How to efficiently manage chart sources' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Highway to Helm: How to efficiently manage chart sources in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029161.232191 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:01.232191+02:00' https://medium.com/adidoescode/chaos-engineering-how-simulating-adversity-can-help-build-ecommerce-resilience-4a799c8912dc: title: 'medium.com/adidoescode: Chaos Engineering: How simulating adversity can'' help build eCommerce Resilience' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/adidoescode: Chaos Engineering: How simulating adversity can'' help build eCommerce Resilience in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032117.179295 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:17.179295+02:00' https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from-scratch-4b4ee9d1b8f: title: "medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032405.546967 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:05.546967+02:00' https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten-minutes-6cec7e1dae6d: title: 'medium.com/agileinsider: DevOps Principles and Practices Explained in Ten'' Minutes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/agileinsider: DevOps Principles and Practices Explained in Ten'' Minutes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034234.999868 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:34.999868+02:00' https://medium.com/agorapulse-stories/platform-engineering-part-3-when-how-to-build-an-internal-developer-platform-cfb22efcca34: title: 'medium.com/agorapulse-stories: Platform Engineering, Part 3: WHEN & HOW'' to Build an Internal Developer Platform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/agorapulse-stories: Platform Engineering, Part 3: WHEN & HOW'' to Build an Internal Developer Platform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033428.304061 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:08.304061+02:00' https://medium.com/ai-hero/streamlining-machine-learning-operations-with-kubernetes-and-terraform-41baad37998e: title: 'medium.com/ai-hero: Streamlining Machine Learning Operations (MLOps) with'' Kubernetes and Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/ai-hero: Streamlining Machine Learning Operations (MLOps) with'' Kubernetes and Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029364.850061 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:24.850061+02:00' https://medium.com/aiguys/mlops-serving-ai-to-million-users-c77ed718b7ed: title: 'medium.com/aiguys: MLOps: Serving AI apps to million users' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/aiguys: MLOps: Serving AI apps to million users in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032179.662595 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:19.662595+02:00' https://medium.com/airbnb-engineering/dynamic-kubernetes-cluster-scaling-at-airbnb-d79ae3afa132: title: 'medium.com/airbnb-engineering: Dynamic Kubernetes Cluster Scaling at Airbnb' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/airbnb-engineering: Dynamic Kubernetes Cluster Scaling at Airbnb in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.183358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.183358+02:00' https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database-in-two-weeks-55f7e006ff21: title: 'Partitioning MySQL on RDS: "How We Partitioned Airbnb’s Main Database in'' Two Weeks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Partitioning MySQL on RDS: "How We Partitioned Airbnb’s Main Database in'' Two Weeks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033761.219882 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-databases.md v2_locations: - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:41.219882+02:00' https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0: title: "medium: Automate policies enforcement with Policy-as-Code \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Automate policies enforcement with Policy-as-Code \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034520.684778 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.684778+02:00' https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and-blue-green-deployment-fae88b26e75e: title: 'medium.com/airwallex-engineering: Kafka Streams: Iterative Development and'' Blue-Green Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/airwallex-engineering: Kafka Streams: Iterative Development and'' Blue-Green Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.238623 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.238623+02:00' https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-313482044351: title: "medium.com/altitudehq: Kafka retries and maintaining the order of retry' events \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/altitudehq: Kafka retries and maintaining the order of retry' events \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033942.398083 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:42.398083+02:00' https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe: title: 'medium: Integrate BitBucket & Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Integrate BitBucket & Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034509.684281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:09.684281+02:00' https://medium.com/analytics-vidhya/dockerizing-a-rest-api-in-python-less-than-9-mb-and-based-on-scratch-image-ef0ee3ad3f0a: title: 'medium: Dockerizing a REST API in Python Less Than 9 MB and Based on scratch'' Image' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Dockerizing a REST API in Python Less Than 9 MB and Based on scratch'' Image in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034155.458889 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.458889+02:00' https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26d1baf1ca5c: title: 'medium: Multi-namespace Helm deploy in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Multi-namespace Helm deploy in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031620.059175 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:00.059175+02:00' https://medium.com/andcloudio/creating-authentication-and-authorization-in-kubernetes-c6c5f0f1d2ad: title: 'medium.com/andcloudio: Setting up Authentication and RBAC Authorization'' in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/andcloudio: Setting up Authentication and RBAC Authorization'' in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031499.313229 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:59.313229+02:00' ? https://medium.com/ankercloud-engineering/10-reasons-why-you-should-think-about-using-an-aws-application-loadbalancer-945f57816c34 : title: 'medium: 10 reasons why you should think about using an AWS Application Load'' Balancer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 10 reasons why you should think about using an AWS Application Load'' Balancer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034223.777721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.777721+02:00' https://medium.com/apache-airflow/passing-data-between-tasks-with-the-kubernetespodoperator-in-apache-airflow-7ae9e3e6675c: title: "==medium.com/apache-airflow: Passing Data Between Tasks with the KubernetesPodOperator' in Apache Airflow== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/apache-airflow: Passing Data Between Tasks with the KubernetesPodOperator' in Apache Airflow== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032574.490181 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:54.490181+02:00' https://medium.com/apache-airflow/what-we-learned-after-running-airflow-on-kubernetes-for-2-years-0537b157acfd: title: 'medium.com/apache-airflow: What we learned after running Airflow on Kubernetes'' for 2 years' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/apache-airflow: What we learned after running Airflow on Kubernetes'' for 2 years in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034431.459247 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:51.459247+02:00' https://medium.com/apache-apisix/10-most-use-cases-of-an-api-gateway-in-api-led-architecture-f4d7fa160dcf: title: '==medium.com/apache-apisix: 10 most common use cases of an API Gateway==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/apache-apisix: 10 most common use cases of an API Gateway== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.403252 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.403252+02:00' https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74: title: 'medium.com/apache-apisix: End-to-end tracing with OpenTelemetry' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031622.336008 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:02.336008+02:00' https://medium.com/application-driven-infrastructure/best-practices-for-understanding-kubernetes-costs-f3c58a5e1ebf: title: 'medium.com/application-driven-infrastructure: Best Practices for Understanding'' Kubernetes Costs' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/application-driven-infrastructure: Best Practices for Understanding'' Kubernetes Costs in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029074.52358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:34.523580+02:00' https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f0215: title: 'medium.com/armory: Continuous Cost Optimization for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/armory: Continuous Cost Optimization for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030882.662387 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.662387+02:00' https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims-on-your-kubernetes-cluster-3a8db51f98e3: title: "Create ReadWriteMany PersistentVolumeClaims on your Kubernetes Cluster \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Create ReadWriteMany PersistentVolumeClaims on your Kubernetes Cluster \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031624.793999 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:04.793999+02:00' ? https://medium.com/aspnetrun/microservices-resilience-and-fault-tolerance-with-applying-retry-and-circuit-breaker-patterns-c32e518db990 : title: 'medium: Microservices Resilience and Fault Tolerance with applying Retry'' and Circuit-Breaker patterns using Polly' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Microservices Resilience and Fault Tolerance with applying Retry'' and Circuit-Breaker patterns using Polly in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029379.656062 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/dotnet.md v2_locations: - dotnet.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:39.656062+02:00' https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566: title: "medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and' Argo Events \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and' Argo Events \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031392.907954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:12.907954+02:00' https://medium.com/attest-product-and-technology/debugging-mislabelled-route-metrics-from-linkerd-dda47fdff04a: title: 'medium.com/attest-product-and-technology: Debugging mislabelled route metrics'' from Linkerd' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/attest-product-and-technology: Debugging mislabelled route metrics'' from Linkerd in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034347.659504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:27.659504+02:00' https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b5f: title: 'medium: Which Git branching model should I select for my project?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Which Git branching model should I select for my project? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030442.937457 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:22.937457+02:00' https://medium.com/avmconsulting-blog: title: medium.com/avmconsulting-blog description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030891.173597 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:51.173597+02:00' https://medium.com/avmconsulting-blog/aws-backup-service-for-amazon-rds-3e6f5827aa66: title: 'medium: AWS Backup Service for Amazon RDS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS Backup Service for Amazon RDS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.548878 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-backup.md - docs/aws-databases.md v2_locations: - aws-backup.md - aws-databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.548878+02:00' https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-information-and-functionality-f520e15293f4: title: "medium: AWS Secret Manager: Protect sensitive information and functionality' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: AWS Secret Manager: Protect sensitive information and functionality' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033566.792507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:26.792507+02:00' https://medium.com/avmconsulting-blog/building-a-global-network-with-aws-transit-gateway-7ab0e5222f12: title: 'medium: Building a Global Network with AWS Transit Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Building a Global Network with AWS Transit Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.224995 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.224995+02:00' https://medium.com/avmconsulting-blog/ci-cd-with-dockers-and-jenkins-70b6f801f9f7: title: 'medium: CI/CD with Dockers and Jenkins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: CI/CD with Dockers and Jenkins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032762.255323 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:02.255323+02:00' https://medium.com/avmconsulting-blog/cluster-autoscaler-type-in-kubernetes-part2-f2ae432eefbb: title: 'medium: Cluster Autoscaler in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Cluster Autoscaler in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032248.506837 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:28.506837+02:00' https://medium.com/avmconsulting-blog/deploy-infrastructure-with-the-terraform-cloud-operator-for-kubernetes-a179ea4dbbfe: title: "medium: Deploy Infrastructure with the Terraform Cloud Operator for Kubernetes' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Deploy Infrastructure with the Terraform Cloud Operator for Kubernetes' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030685.028997 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.028997+02:00' https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kubernetes-b5c8b609e4b5: title: 'medium.com/avmconsulting-blog: How to Deploy Applications using Helm in'' Kubernetes |AWS|' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/avmconsulting-blog: How to Deploy Applications using Helm in'' Kubernetes |AWS| in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030802.97196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:22.971960+02:00' https://medium.com/avmconsulting-blog/deploying-microservices-via-ansible-in-cloud-platform-a03d46b7bd68: title: Deployment of Microservices in Cloud With Ansible description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Deployment of Microservices in Cloud With Ansible in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030201.999327 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:21.999327+02:00' https://medium.com/avmconsulting-blog/deploying-statefulsets-in-kubernetes-k8s-5924e701d327: title: 'medium: How to deploy StatefulSets in Kubernetes (K8s)?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to deploy StatefulSets in Kubernetes (K8s)? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029246.417314 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:26.417314+02:00' https://medium.com/avmconsulting-blog/deployment-types-in-kubernetes-14b70ca7ef93: title: 'medium: Deployment types in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Deployment types in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029165.156724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:05.156724+02:00' https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes-lets-encrypt-805d2bf88b2a: title: "medium: Encrypting the certificate for Kubernetes (Let’s Encrypt) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Encrypting the certificate for Kubernetes (Let’s Encrypt) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.929121 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.929121+02:00' https://medium.com/avmconsulting-blog/exploring-network-policies-in-kubernetes-c8a3d8ed00cb: title: "medium: How to Provision Network Policies in Kubernetes | AWS \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to Provision Network Policies in Kubernetes | AWS \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033761.211268 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:41.211268+02:00' https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-ebc1b539d063: title: 'medium: How to Deploy an EFK stack to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Deploy an EFK stack to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030005.361458 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:05.361458+02:00' https://medium.com/avmconsulting-blog/how-to-deploy-an-eks-stack-to-kubernetes-aws-5ec9c5a07247: title: 'medium: How to Deploy an EKS stack in AWS?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Deploy an EKS stack in AWS? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032869.040438 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:49.040438+02:00' https://medium.com/avmconsulting-blog/installing-vault-on-eks-with-tls-and-persistent-storage-98254b4150f3: title: 'medium.com/avmconsulting-blog: Installing Vault On EKS With TLS And Persistent'' Storage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/avmconsulting-blog: Installing Vault On EKS With TLS And Persistent'' Storage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031064.304385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:44.304385+02:00' https://medium.com/avmconsulting-blog/jobs-cronjobs-in-kubernetes-cluster-d0e872e3c8c8: title: 'medium: Jobs & Cronjobs in Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Jobs & Cronjobs in Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.427732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.427732+02:00' https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912: title: "medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030593.798095 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:53.798095+02:00' https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service-mesh-in-kubernetes-36e1fda81757: title: 'medium: Managing Microservices With Istio Service Mesh in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Managing Microservices With Istio Service Mesh in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034461.407813 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:21.407813+02:00' https://medium.com/avmconsulting-blog/prometheus-monitoring-with-elastic-stack-in-kubernetes-5cf0aaa7ce04: title: "medium: Prometheus monitoring with Elastic Stack in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Prometheus monitoring with Elastic Stack in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031533.420586 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:33.420586+02:00' https://medium.com/avmconsulting-blog/protecting-your-web-application-or-apis-using-aws-waf-1829ff79275a: title: 'medium: Protecting your Web Application or APIs using AWS WAF' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Protecting your Web Application or APIs using AWS WAF in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031804.945082 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:04.945082+02:00' https://medium.com/avmconsulting-blog/provisioning-storage-in-kubernetes-e1dc5610318d: title: 'medium: Provisioning storage in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Provisioning storage in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030563.618368 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:23.618368+02:00' https://medium.com/avmconsulting-blog/replication-controller-replica-sets-in-kubernetes-820f3cec7170: title: 'medium: Replication Controller & Replica sets in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Replication Controller & Replica sets in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031520.68102 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:20.681020+02:00' https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-potential-5c0d78d8f8ba: title: 'medium.com/awesome-agile: 10 Ways Managers are Wasting Their Developers'' Potential' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-agile: 10 Ways Managers are Wasting Their Developers'' Potential in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029931.818006 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:51.818006+02:00' ? https://medium.com/awesome-azure/azure-most-useful-azure-services-every-developer-must-know-top-azure-paas-serverless-services-developer-c55b829ac6d7 : title: 'medium.com/awesome-azure: Azure — Most Useful Azure Services Every Developer'' Must Know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-azure: Azure — Most Useful Azure Services Every Developer'' Must Know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031910.089702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:50.089702+02:00' ? https://medium.com/awesome-cloud/aws-difference-between-serverless-lambda-and-containers-kubernetes-serverless-vs-containers-lambda-vs-k8s-a166931870a2 : title: 'medium.com/awesome-cloud: AWS — Difference between Serverless (Lambda) and'' Containers (Kubernetes)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-cloud: AWS — Difference between Serverless (Lambda) and'' Containers (Kubernetes) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034355.352647 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:35.352647+02:00' https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker-and-aws-291da5ab1238: title: 'A Better Dev/Test Experience: Docker and AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering A Better Dev/Test Experience: Docker and AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033761.215853 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md v2_locations: - aws-containers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:41.215853+02:00' https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334: title: 'bitmovin: Improving Video Quality on the Web' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering bitmovin: Improving Video Quality on the Web in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031987.51112 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:07.511120+02:00' https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8: title: 'medium.com: Building a Serverless Dynamic DNS System with AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Building a Serverless Dynamic DNS System with AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032970.973101 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:30.973101+02:00' https://medium.com/aws-activate-startup-blog/optimizing-latency-and-bandwidth-for-aws-traffic-cdfd18d0d0f7: title: 'medium.com: Optimizing Latency and Bandwidth for AWS Traffic' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Optimizing Latency and Bandwidth for AWS Traffic in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034564.165258 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-networking.md v2_locations: - aws-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.165258+02:00' https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761: title: 'Scaling on AWS (Part 3): >500K Users' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Scaling on AWS (Part 3): >500K Users in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.819428 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.819428+02:00' https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb: title: 'medium.com: The Top 10 AWS Startup Blog Posts of 2015' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: The Top 10 AWS Startup Blog Posts of 2015 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034134.301767 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:54.301767+02:00' https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-amazon-vpc-part-1-bebe94b7f228: title: What Startups Should Know about Amazon VPC — Part 1 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering What Startups Should Know about Amazon VPC — Part 1 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030856.463038 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.463038+02:00' https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terraform-308afed9fe31: title: 'medium.com/aws-infrastructure: Create AWS VPC Infrastructure with Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/aws-infrastructure: Create AWS VPC Infrastructure with Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031084.668411 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:04.668411+02:00' ? https://medium.com/aws-serverless-microservices-with-patterns-best/cloud-native-microservices-evolves-to-aws-serverless-event-driven-architectures-9a38c473f4f8 : title: '==medium.com/aws-serverless-microservices-with-patterns-best: Cloud-Native'' Microservices Evolves to AWS Serverless Event-driven Architectures==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/aws-serverless-microservices-with-patterns-best: Cloud-Native'' Microservices Evolves to AWS Serverless Event-driven Architectures== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.930184 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.930184+02:00' https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38: title: 'medium: Production Ready CI/CD Pipeline with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Production Ready CI/CD Pipeline with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033569.968873 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:29.968873+02:00' https://medium.com/backstagewitharchitects/how-autoscaling-works-in-kubernetes-why-you-need-to-start-using-keda-b601b483d355: title: 'medium.com/backstagewitharchitects: How Autoscaling Works in Kubernetes?'' Why You Need To Start Using KEDA?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/backstagewitharchitects: How Autoscaling Works in Kubernetes?'' Why You Need To Start Using KEDA? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034349.481155 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:29.481155+02:00' https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitting-topologies-ac6b4c90516e: title: 'medium: Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031758.974694 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:18.974694+02:00' https://medium.com/bakdata/scalable-machine-learning-with-kafka-streams-and-kserve-85308858d867: title: 'medium.com/bakdata: Scalable Machine Learning with Kafka Streams and KServe' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/bakdata: Scalable Machine Learning with Kafka Streams and KServe in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030349.939139 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:49.939139+02:00' https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-the-shell-bash-script-52b0ba9c157e: title: 'medium: How to trigger an action at the end of the Shell/Bash script' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to trigger an action at the end of the Shell/Bash script in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030954.219422 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:54.219422+02:00' https://medium.com/bb-tutorials-and-thoughts/250-practice-questions-for-terraform-associate-certification-7a3ccebe6a1a: title: 'medium.com/bb-tutorials-and-thoughts: 250 Practice Questions For Terraform'' Associate Certification' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts: 250 Practice Questions For Terraform'' Associate Certification in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033976.380363 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:06:16.380363+02:00' https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack-on-azure-aks-c25eaf27b9d0: title: 'medium.com/bb-tutorials-and-thoughts: How to Build and Deploy MERN Stack'' on Azure AKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts: How to Build and Deploy MERN Stack'' on Azure AKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031645.253607 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:25.253607+02:00' ? https://medium.com/bb-tutorials-and-thoughts/how-to-deploy-and-run-python-apis-on-aws-app-runner-with-cloudformation-cf9c6fd14cf6 : title: 'medium.com/bb-tutorials-and-thoughts: How To Deploy and Run Python APIs'' on AWS App Runner With CloudFormation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts: How To Deploy and Run Python APIs'' on AWS App Runner With CloudFormation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.444479 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-iac.md v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.444479+02:00' https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-init-container-pattern-7a757742de6b: title: 'medium: Kubernetes — Learn Init Container Pattern' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes — Learn Init Container Pattern in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032549.432356 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.432356+02:00' https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-sidecar-container-pattern-6d8c21f873d: title: 'medium: Kubernetes — Learn Sidecar Container Pattern' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes — Learn Sidecar Container Pattern in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030360.447705 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:00.447705+02:00' https://medium.com/beamdental/using-kubernetes-custom-resources-to-manage-our-ephemeral-environments-f298610893e1: title: 'medium.com: Using kubernetes custom resources to manage our ephemeral environments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Using kubernetes custom resources to manage our ephemeral environments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029242.823152 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:22.823152+02:00' https://medium.com/better-practices/chaos-d3ef238ec328: title: 'medium.com/better-practices: Learn how your Kubernetes clusters respond'' to failure using Gremlin and Grafana' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/better-practices: Learn how your Kubernetes clusters respond'' to failure using Gremlin and Grafana in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034394.393556 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chaos-engineering.md v2_locations: - chaos-engineering.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:14.393556+02:00' https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426: title: "medium: Kubernetes Tutorial: Your Complete Guide to Deploying an App on' AWS with Postman \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Tutorial: Your Complete Guide to Deploying an App on' AWS with Postman \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029609.309484 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: - postman.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:29.309484+02:00' https://medium.com/better-programming/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d: title: 'medium: 10 Anti-Patterns for Kubernetes Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 10 Anti-Patterns for Kubernetes Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033794.707085 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:14.707085+02:00' https://medium.com/better-programming/3-years-of-kubernetes-in-production-heres-what-we-learned-44e77e1749c8: title: 'medium: 3 Years of Kubernetes in Production–Here’s What We Learned' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 3 Years of Kubernetes in Production–Here’s What We Learned in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031045.70645 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:25.706450+02:00' https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924: title: 'medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.12706 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md - docs/kubernetes-tools.md v2_locations: - kubectl-commands.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.127060+02:00' https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533: title: 'medium: A Practical Step-by-Step Guide to Understanding Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: A Practical Step-by-Step Guide to Understanding Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030329.973639 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:29.973639+02:00' https://medium.com/better-programming/awesome-kubernetes-command-line-hacks-8bd3604e394f: title: 'medium: Awesome Kubernetes Command-Line Hacks' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Awesome Kubernetes Command-Line Hacks in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034090.288646 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:10.288646+02:00' https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes-clusters-with-kubefed-v2-8d2f7d9e198a: title: 'medium: Build a Federation of Multiple Kubernetes Clusters With Kubefed'' V2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Build a Federation of Multiple Kubernetes Clusters With Kubefed'' V2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033100.800876 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.800876+02:00' https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-nodes-and-application-pods-bb7f2d716b07: title: "medium: Build Kubernetes Autoscaling for Cluster Nodes and Application Pods' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Build Kubernetes Autoscaling for Cluster Nodes and Application Pods' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030407.046644 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:47.046644+02:00' https://medium.com/better-programming/creating-a-custom-annotation-for-the-kubernetes-ingress-nginx-controller-444e9d486192: title: 'medium: Create a Custom Annotation for the Kubernetes ingress-nginx Controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create a Custom Annotation for the Kubernetes ingress-nginx Controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032728.540158 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.540158+02:00' https://medium.com/better-programming/devop-noops-difference-504dfc4e9faa: title: DevOps Is Dead, Long Live NoOps description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering DevOps Is Dead, Long Live NoOps in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029801.596573 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/noops.md v2_locations: - noops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:41.596573+02:00' https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8: title: 'medium: DevOps, NoOps, and Now FinOps?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: DevOps, NoOps, and Now FinOps? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031339.791048 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:19.791048+02:00' https://medium.com/better-programming/how-to-become-a-devops-engineer-in-2020-7618492a09d8: title: 'medium: How to Become a DevOps Engineer in 2020 (Tj Blogumas)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Become a DevOps Engineer in 2020 (Tj Blogumas) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032699.13376 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:59.133760+02:00' https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a: title: "medium: How to Harden Your Kubernetes Cluster for Production \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to Harden Your Kubernetes Cluster for Production \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032731.771407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:31.771407+02:00' https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes-with-istio-c25e97a60a59: title: 'medium.com: How to Manage Microservices on Kubernetes With Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: How to Manage Microservices on Kubernetes With Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.046876 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.046876+02:00' https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe: title: "medium: How to Validate Your Kubernetes Cluster With Sonobuoy \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to Validate Your Kubernetes Cluster With Sonobuoy \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029132.390381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:32.390381+02:00' https://medium.com/better-programming/kubernetes-deployment-connect-your-front-end-to-your-back-end-with-nginx-7e4e7cfef177: title: 'medium: Kubernetes Deployment: Connect Your Front End to Your Back End With'' Nginx' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Deployment: Connect Your Front End to Your Back End With'' Nginx in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030090.943776 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:30.943776+02:00' https://medium.com/better-programming/kubernetes-lessons-in-alerting-a0b7a455e89d: title: 'medium: Kubernetes Lessons in Alerting' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Lessons in Alerting in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033704.289916 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:44.289916+02:00' https://medium.com/better-programming/kubernetes-pod-redundancy-strategies-a6d9b560749a: title: 'medium: Kubernetes Pod Redundancy Strategies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Pod Redundancy Strategies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030349.936259 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:49.936259+02:00' https://medium.com/better-programming/managed-kubernetes-services-compared-gke-vs-eks-vs-aks-df1ecb22bba0: title: 'medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030982.654029 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:22.654029+02:00' https://medium.com/better-programming/rabbitmq-vs-kafka-1ef22a041793: title: 'medium.com: **RabbitMQ vs. Kafka**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: **RabbitMQ vs. Kafka** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033805.691415 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:25.691415+02:00' https://medium.com/better-programming/the-roles-of-service-mesh-and-api-gateways-in-microservice-architecture-f6e7dfd61043: title: "medium: The Roles of Service Mesh and API Gateways in Microservice Architecture' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: The Roles of Service Mesh and API Gateways in Microservice Architecture' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029325.437588 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.437588+02:00' https://medium.com/better-programming/virtual-clusters-for-kubernetes-benefits-use-cases-a4eee1c5c5a5: title: Virtual Clusters for Kubernetes — Benefits and Use Cases description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Virtual Clusters for Kubernetes — Benefits and Use Cases in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.771112 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.771112+02:00' https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22: title: 'medium: Why Not Use Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Why Not Use Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033913.550146 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-alternatives.md v2_locations: - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:13.550146+02:00' https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-traefik-v2-f28ffb7eed3e: title: 'medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than'' Traefik v2?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than'' Traefik v2? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029482.618524 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:22.618524+02:00' https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with-python-6c0fa4b2e9d5: title: 'medium.com/bitgrit-data-science-publication: latexify: Writing LaTeX with'' Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/bitgrit-data-science-publication: latexify: Writing LaTeX with'' Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030842.244861 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:02.244861+02:00' https://medium.com/blablacar/leveraging-operator-pattern-and-volumesnapshots-to-backup-databases-in-kubernetes-3a28aa425100: title: 'medium: Leveraging operator pattern and VolumeSnapshots to backup databases'' in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Leveraging operator pattern and VolumeSnapshots to backup databases'' in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032457.071454 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-backup-migrations.md v2_locations: - kubernetes-backup-migrations.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.071454+02:00' https://medium.com/blablacar/operating-node-js-in-kubernetes-at-scale-at-blablacar-3afb6d5d4299: title: 'medium.com/blablacar: Operating Node.js in Kubernetes at scale at BlaBlaCar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/blablacar: Operating Node.js in Kubernetes at scale at BlaBlaCar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030787.610761 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:07.610761+02:00' https://medium.com/brainyydude/kubernetes-scaling-replicas-69fcd44b0630: title: "medium: Kubernetes Scaling & Replicas \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Scaling & Replicas \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029896.88128 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:16.881280+02:00' https://medium.com/buildpiper/observability-for-monitoring-microservices-top-5-ways-587871e726d0: title: 'medium.com/buildpiper: Observability for Monitoring Microservices — Top'' 5 Ways!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/buildpiper: Observability for Monitoring Microservices — Top'' 5 Ways! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033921.528037 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:21.528037+02:00' https://medium.com/bumble-tech/gitops-for-multi-cluster-k8s-environments-d305431ba6d6: title: "==medium.com/bumble-tech: GitOps for multi-cluster K8s environments== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/bumble-tech: GitOps for multi-cluster K8s environments== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030438.428769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.428769+02:00' https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd: title: "medium: Focusing on the DevOps Pipeline \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Focusing on the DevOps Pipeline \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.703806 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.703806+02:00' ? https://medium.com/career-of-you/a-ten-step-process-for-team-leaders-to-reduce-meeting-overload-and-take-back-their-time-407cf1f8f09b : title: 'medium.com/career-of-you: A Ten-Step Process for Team Leaders to Reduce'' Meeting Overload and Take Back Their Time' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/career-of-you: A Ten-Step Process for Team Leaders to Reduce'' Meeting Overload and Take Back Their Time in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030506.826334 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:26.826334+02:00' https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1: title: 'medium: AWS CLI with jq and Bash' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS CLI with jq and Bash in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.772293 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-tools-scripts.md v2_locations: - aws-tools-scripts.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.772293+02:00' https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-compose-53df77e9f046: title: "medium: How can we easily and visually explain the Docker Compose \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How can we easily and visually explain the Docker Compose \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030472.938887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:52.938887+02:00' https://medium.com/cloud-foundry-foundation/installing-cf-for-k8s-on-a-kubernetes-cluster-running-on-digitalocean-acffdc652dcf: title: 'medium: Installing cf-for-k8s on a Kubernetes Cluster Running on Digital'' Ocean' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Installing cf-for-k8s on a Kubernetes Cluster Running on Digital'' Ocean in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030134.991985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:14.991985+02:00' https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensive-guide-for-devops-beginners-fd2fb3fd7a40: title: 'medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive'' Guide for DevOps Beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive'' Guide for DevOps Beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031185.89254 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:45.892540+02:00' https://medium.com/cloud-native-daily/how-to-securely-manage-terraform-state-file-in-aws-using-terraform-7c20b211c9cb: title: 'medium.com/cloud-native-daily: How to Securely Manage Terraform State File'' in AWS Using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily: How to Securely Manage Terraform State File'' in AWS Using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030986.078233 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:26.078233+02:00' https://medium.com/cloud-native-daily/why-you-shouldnt-fear-to-adopt-opentelemetry-for-observability-fcb6371ea8fe: title: 'medium.com/cloud-native-daily: Why You Shouldn’t Fear to Adopt OpenTelemetry'' for Observability' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily: Why You Shouldn’t Fear to Adopt OpenTelemetry'' for Observability in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029325.395013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.395013+02:00' https://medium.com/cloud-techies/application-inventory-using-system-manager-f3eeb75d3279: title: 'medium: Fetch Application Inventory using Systems Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Fetch Application Inventory using Systems Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029556.330521 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:36.330521+02:00' https://medium.com/cloud-techies/blocking-bots-using-aws-waf-d449e6d159ca: title: 'medium: Blocking bots using AWS WAF' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Blocking bots using AWS WAF in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029464.770811 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:04.770811+02:00' https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033: title: 'medium: Useful Commands/Solutions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Useful Commands/Solutions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029163.312392 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:03.312392+02:00' https://medium.com/cloudandthings/terraform-git-commit-m-all-the-secrets-5dfea9b111de: title: "medium: terraform | git commit -m “all the secrets” | sops tool for managing' secrets \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: terraform | git commit -m “all the secrets” | sops tool for managing' secrets \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033309.121387 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:09.121387+02:00' https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a: title: 'medium.com/cloudnesil: Kafka Streams State Store at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloudnesil: Kafka Streams State Store at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029161.167159 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:01.167159+02:00' https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0: title: 'medium.com/cloudyrion: Kubernetes end-to-end chain exploit' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloudyrion: Kubernetes end-to-end chain exploit in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033781.909274 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:01.909274+02:00' ? https://medium.com/cloudzone/google-clouds-traffic-director-what-is-it-and-how-is-it-related-to-the-istio-service-mesh-c199acc64a6d : title: Google Cloud’s Traffic Director — What is it and how is it related to the Istio service-mesh? description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Google Cloud’s Traffic Director — What is it and how is it related to the Istio service-mesh? in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.683273 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.683273+02:00' https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s3-e93e75bf1ce0: title: 'medium: Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029128.475722 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:28.475722+02:00' https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75: title: 'medium: Build Interactive CLI Tools in Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Build Interactive CLI Tools in Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029242.824199 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/python.md v2_locations: - python.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:22.824199+02:00' https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226feb25: title: 'medium: 6 key areas to improve your DevOps performance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 6 key areas to improve your DevOps performance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031396.763382 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:16.763382+02:00' https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c: title: '==medium.com/codex: 7 Best Practices for Data Ingestion==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex: 7 Best Practices for Data Ingestion== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029158.501008 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.501008+02:00' https://medium.com/codex/access-application-externally-in-kubernetes-cluster-using-load-balancer-service-d1b7858d51: title: 'medium: Access Application Externally In Kubernetes Cluster using Load Balancer'' Service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Access Application Externally In Kubernetes Cluster using Load Balancer'' Service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029569.587695 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:49.587695+02:00' https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-proxy-and-keycloak-a980c996c259: title: 'medium: API Authentication using Istio Ingress Gateway, OAuth2-Proxy and'' Keycloak' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: API Authentication using Istio Ingress Gateway, OAuth2-Proxy and'' Keycloak in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034291.696818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:31.696818+02:00' https://medium.com/codex/capture-tcpdump-with-ksniff-and-wireshark-from-kubernetes-c212b93ff9f9: title: 'medium.com/codex: Capture tcpdump with ksniff and wireshark from Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Capture tcpdump with ksniff and wireshark from Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.153783 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.153783+02:00' https://medium.com/codex/create-a-pod-in-kubernetes-cluster-b9e0c33bb904: title: 'medium: Create A Pod In Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create A Pod In Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.451254 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.451254+02:00' https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62: title: 'medium: Create Kubernetes Cluster On AWS EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create Kubernetes Cluster On AWS EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030673.581629 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:13.581629+02:00' https://medium.com/codex/create-kubernetes-cluster-using-linode-lke-4f9c71d03a8d: title: 'medium: Create Kubernetes Cluster Using Linode LKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create Kubernetes Cluster Using Linode LKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029322.491136 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:42.491136+02:00' https://medium.com/codex/ddd-events-are-complex-db4b1fb57817: title: 'medium.com/codex: DDD — Events Are Complex' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: DDD — Events Are Complex in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031473.508558 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:33.508558+02:00' https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins-8182cc0a8de7: title: "medium: Deploy Docker Image To Kubernetes Cluster Using Jenkins \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Deploy Docker Image To Kubernetes Cluster Using Jenkins \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033258.652844 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:18.652844+02:00' https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-with-istio-proxy-sidecar-ef8f19902b43: title: 'medium.com/codex: Egress Traffic Control for Nginx Ingress Controller with'' Istio Proxy Sidecar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Egress Traffic Control for Nginx Ingress Controller with'' Istio Proxy Sidecar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031752.50195 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:12.501950+02:00' https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd: title: 'medium.com/codex: Explore client-go Informer Patterns' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Explore client-go Informer Patterns in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034226.054235 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:26.054235+02:00' https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c: title: 'medium.com/codex: Helm Charts For Kubernetes Developers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Helm Charts For Kubernetes Developers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029267.777843 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:47.777843+02:00' https://medium.com/codex/how-to-deploy-wordpress-on-kubernetes-part-2-df1cc9cbaa2e: title: 'medium.com/codex: How to Deploy WordPress On Kubernetes — Part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: How to Deploy WordPress On Kubernetes — Part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032213.190237 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:53.190237+02:00' https://medium.com/codex/how-to-use-the-if-else-statement-in-terraform-examples-76283b593828: title: "medium.com/codex: How to Use the If / Else Statement in Terraform — Examples' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/codex: How to Use the If / Else Statement in Terraform — Examples' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.543466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.543466+02:00' https://medium.com/codex/kubectl-output-101-851f8e61fd51: title: 'medium.com/codex: Kubectl Output 101' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Kubectl Output 101 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.569426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.569426+02:00' https://medium.com/codex/kubernetes-configmaps-explained-961cdd23f232: title: 'medium.com/codex: Kubernetes ConfigMaps Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Kubernetes ConfigMaps Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.333983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.333983+02:00' https://medium.com/codex/kubernetes-deployment-rolling-updates-and-rollbacks-explained-e3efa6557368: title: 'medium: Kubernetes Deployment — Rolling Updates and Rollbacks Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Deployment — Rolling Updates and Rollbacks Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031809.664317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:09.664317+02:00' https://medium.com/codex/kubernetes-network-polices-are-they-really-useful-c3a153c49316: title: "medium: Kubernetes Network Policies: Are They Really Useful? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Network Policies: Are They Really Useful? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030989.352024 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:29.352024+02:00' https://medium.com/codex/kubernetes-persistent-volume-explained-fb27df29c393: title: '==medium.com/codex: Kubernetes Persistent Volume Explained==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex: Kubernetes Persistent Volume Explained== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031439.952091 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:59.952091+02:00' https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7: title: 'medium: Kubernetes Secrets Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Secrets Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030805.690239 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:25.690239+02:00' https://medium.com/codex/microservices-communication-queues-topics-and-streams-597664d4b786: title: 'medium.com/codex: Microservices Communication — Queues Topics and Streams' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Microservices Communication — Queues Topics and Streams in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031464.486172 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:24.486172+02:00' https://medium.com/codex/points-to-consider-for-structuring-infrastructure-as-code-repositories-886ff58404b8: title: 'medium.com/codex: Points to Consider for Structuring Infrastructure as Code'' Repositories' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Points to Consider for Structuring Infrastructure as Code'' Repositories in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033925.03349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.033490+02:00' https://medium.com/codex/push-docker-image-to-docker-hub-acc978c76ad: title: 'medium: Push Docker Image To Docker Hub' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Push Docker Image To Docker Hub in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030970.759558 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:10.759558+02:00' https://medium.com/codex/running-jvm-applications-on-kubernetes-beyond-java-jar-a095949f3e34: title: '==medium.com/codex: Running JVM Applications on Kubernetes: Beyond java'' -jar==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex: Running JVM Applications on Kubernetes: Beyond java'' -jar== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031257.855394 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:57.855394+02:00' https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658: title: 'medium.com/codex: Sealed Secrets for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: Sealed Secrets for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.037585 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.037585+02:00' https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-manager-bf834c51818d: title: "==medium.com/codex: Simplifying Kubernetes Deployments With Helm Package' Manager== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/codex: Simplifying Kubernetes Deployments With Helm Package' Manager== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032223.526112 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:03.526112+02:00' https://medium.com/codex/solving-distributed-transaction-management-problem-in-microservices-architecture-586ab3087efe: title: 'medium.com/codex: MicroServices Architecture to Solve Distributed Transaction'' Management Problem' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: MicroServices Architecture to Solve Distributed Transaction'' Management Problem in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.389668 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.389668+02:00' https://medium.com/codex/the-only-true-agency-a-software-engineer-requires-2c0816b263bc: title: 'medium.com/codex: The Only True Agency A Software Engineer Requires' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex: The Only True Agency A Software Engineer Requires in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032683.772184 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:43.772184+02:00' https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for-kubernetes-d268542cca52: title: 'medium: Automated Build and Deploy Pipelines for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Automated Build and Deploy Pipelines for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032679.019373 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.019373+02:00' https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-12637eae9d68: title: 'medium: Next Generation Kubernetes Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Next Generation Kubernetes Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031020.533892 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:00.533892+02:00' https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters-with-kyverno-3e11ba4a64ad: title: 'medium.com/compass-true-north: Governing Multi-Tenant Kubernetes Clusters'' with Kyverno' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/compass-true-north: Governing Multi-Tenant Kubernetes Clusters'' with Kyverno in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029158.491787 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.491787+02:00' https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301: title: 'medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical'' Pod Autoscaler' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical'' Pod Autoscaler in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030506.823258 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:26.823258+02:00' https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a94b2f649664: title: 'medium.com: Stream Your Database into Kafka with Debezium' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Stream Your Database into Kafka with Debezium in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031084.651662 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:04.651662+02:00' https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-company-85ecfde573fd: title: 'medium: Happy trip to Kubernetes in our company' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Happy trip to Kubernetes in our company in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.054058 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.054058+02:00' https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d: title: 'medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.187678 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.187678+02:00' https://medium.com/containers-101/best-practices-for-argo-cd-8253bcd31897: title: 'medium.com/containers-101: Argo CD Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101: Argo CD Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034232.525335 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:32.525335+02:00' https://medium.com/containers-101/docker-anti-patterns-ad2a1fcd5ce1: title: 'medium: Docker anti-patterns | Codefresh' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Docker anti-patterns | Codefresh in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034104.982287 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:24.982287+02:00' https://medium.com/containers-101/fully-automated-canary-deployments-in-kubernetes-70a671105273: title: 'medium: Fully automated canary deployments in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Fully automated canary deployments in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032097.556576 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.556576+02:00' https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops-f3b812536434: title: 'medium: How to Handle Secrets Like a Pro Using Gitops' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Handle Secrets Like a Pro Using Gitops in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032582.833105 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:02.833105+02:00' https://medium.com/containers-101/how-to-install-and-upgrade-argo-cd-a64f4635f97b: title: 'medium.com/containers-101: How to Install and Upgrade Argo CD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101: How to Install and Upgrade Argo CD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029931.857387 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:51.857387+02:00' https://medium.com/containers-101/local-kubernetes-for-linux-minikube-vs-microk8s-1b2acad068d3: title: 'medium.com: Local Kubernetes for Linux — MiniKube vs MicroK8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Local Kubernetes for Linux — MiniKube vs MicroK8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032254.65958 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:34.659580+02:00' https://medium.com/containers-101/stop-using-branches-for-deploying-to-different-gitops-environments-7111d0632402: title: '==medium: Stop Using Branches for Deploying to Different GitOps Environments'' | ostis Kapelonis==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium: Stop Using Branches for Deploying to Different GitOps Environments'' | ostis Kapelonis== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034422.643813 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:42.643813+02:00' https://medium.com/containers-101/using-gitops-for-databases-f09a027184bb: title: 'medium.com/containers-101: Using GitOps for Databases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101: Using GitOps for Databases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030597.286428 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:57.286428+02:00' https://medium.com/containers-101/using-gitops-multiple-argo-instances-and-environments-with-argo-cd-at-scale-e6b19c86be36: title: 'medium.com/containers-101: Using GitOps, Multiple Argo Instances, and Environments'' with Argo CD at Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101: Using GitOps, Multiple Argo Instances, and Environments'' with Argo CD at Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032733.980885 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:33.980885+02:00' https://medium.com/containers-101/using-helm-with-gitops-555443340369: title: 'medium: Using Helm with GitOps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032920.288294 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/helm.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.288294+02:00' https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-f13637a01aa6: title: '==medium: 10 things I wish I knew before learning Terraform (Part 1) | Ian'' Hancock==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium: 10 things I wish I knew before learning Terraform (Part 1) | Ian'' Hancock== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033622.639274 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:22.639274+02:00' https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-part-2-a15a3f85efb6: title: '==medium: 10 things I wish I knew before learning Terraform (Part 2) | Ian'' Hancock==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032900.109583 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.109583+02:00' ? https://medium.com/contino-engineering/data-pipeline-orchestration-using-amazon-managed-workflows-for-apache-airflow-mwaa-60e5b213a0a7 : title: 'medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon'' Managed Workflows for Apache Airflow (MWAA)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon'' Managed Workflows for Apache Airflow (MWAA) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032034.482655 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cloud-arch-diagrams.md v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.482655+02:00' https://medium.com/contino-engineering/integrating-gitops-deployments-in-kubernetes-using-weave-flux-9a617ea17684: title: 'medium: Integrating GitOps Deployments in Kubernetes Using Weave Flux' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Integrating GitOps Deployments in Kubernetes Using Weave Flux in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034139.010598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/flux.md v2_locations: - flux.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:59.010598+02:00' https://medium.com/contino-engineering/weve-begun-to-move-towards-the-aws-cdk-and-here-s-why-69c8fad688b3: title: 'medium.com/contino-engineering: We’ve begun to move towards the AWS CDK'' and here’s why' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/contino-engineering: We’ve begun to move towards the AWS CDK'' and here’s why in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.813407 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.813407+02:00' https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka-snowflake-473da1e4d776: title: 'medium: Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.019217 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.019217+02:00' https://medium.com/cp-massive-programming/deploying-devtron-in-a-local-k8s-kind-cluster-using-terraform-cea9d4d9636: title: 'medium.com/cp-massive-programming: Deploying Devtron in a Local K8s Kind'' Cluster using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cp-massive-programming: Deploying Devtron in a Local K8s Kind'' Cluster using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034037.53954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:17.539540+02:00' https://medium.com/cp-massive-programming/kubernetes-api-server-discovery-ac3b358e878e: title: 'medium.com/cp-massive-programming: Kubernetes API Server Discovery' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/cp-massive-programming: Kubernetes API Server Discovery in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031902.407425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:42.407425+02:00' https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-ab8f6a2cea9a: title: '==medium.com/credera-engineering: How to blue-green deploy an AKS cluster==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/credera-engineering: How to blue-green deploy an AKS cluster== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030608.690245 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:08.690245+02:00' https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9: title: "It’s time! Migrating to Java 11 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering It’s time! Migrating to Java 11 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032970.958763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md - docs/jenkins.md v2_locations: - java_frameworks.md - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:30.958763+02:00' https://medium.com/criteo-engineering/how-we-reduced-our-prometheus-infrastructure-footprint-by-a-third-8bf8171e46b1: title: 'medium.com/criteo-engineering: How we reduced our Prometheus infrastructure'' footprint by a third' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/criteo-engineering: How we reduced our Prometheus infrastructure'' footprint by a third in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031981.119895 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:01.119895+02:00' https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-with-helm-19ee2b06179e: title: 'medium.com/dailymotion: Deploying apps on multiple Kubernetes clusters with'' Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dailymotion: Deploying apps on multiple Kubernetes clusters with'' Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031618.13723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.137230+02:00' https://medium.com/dailymotion/from-jenkins-to-jenkins-x-604b6cde0ce3: title: 'medium: Dailymotion’s journey from Jenkins to Jenkins X' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Dailymotion’s journey from Jenkins to Jenkins X in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033823.278394 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.278394+02:00' https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kubernetes-7a458fb63af1: title: 'medium.com/datascale: Know GOMAXPROCS before deploying your GO app to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/datascale: Know GOMAXPROCS before deploying your GO app to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029969.416881 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:29.416881+02:00' https://medium.com/dataseries/not-using-nosql-is-good-i-stuck-to-sql-4504a67972f0: title: 'medium: Not using trendy technologies is the best thing for your Startup!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Not using trendy technologies is the best thing for your Startup! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034499.41099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:59.410990+02:00' https://medium.com/dataseries/the-devops-cheat-sheet-3177d6cf361c: title: 'medium: The DevOps Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: The DevOps Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034557.838165 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:57.838165+02:00' https://medium.com/design-microservices-architecture-with-patterns/microservices-distributed-caching-76828817e41b: title: 'medium: Microservices Distributed Caching' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Microservices Distributed Caching in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031826.915914 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:26.915914+02:00' ? https://medium.com/design-microservices-architecture-with-patterns/monolithic-to-microservices-architecture-with-patterns-best-practices-a768272797b2 : title: "==medium: Monolithic to Microservices Architecture with Patterns & Best' Practices== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Monolithic to Microservices Architecture with Patterns & Best' Practices== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029678.563771 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:54:38.563771+02:00' ? https://medium.com/design-microservices-architecture-with-patterns/when-to-use-and-when-not-to-use-microservices-no-silver-bullet-3ae293faf6d : title: "==medium.com: When to Use and When NOT to Use Microservices: No Silver Bullet==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com: When to Use and When NOT to Use Microservices: No Silver Bullet==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031088.955066 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:08.955066+02:00' https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f: title: 'medium.com: Securing Kubernetes Dashboard on EKS with Pomerium' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Securing Kubernetes Dashboard on EKS with Pomerium in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029565.15554 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:45.155540+02:00' https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25: title: "medium: Technologies & Tools to Watch in 2021 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Technologies & Tools to Watch in 2021 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030189.388326 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:09.388326+02:00' https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6: title: 'medium: Ultimate Kubernetes Resource Planning Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Ultimate Kubernetes Resource Planning Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030583.047118 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:43.047118+02:00' https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be: title: "medium.com/dev-jam: TIBCO Business Works vs. Apache Camel — A short Comparison' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/dev-jam: TIBCO Business Works vs. Apache Camel — A short Comparison' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033569.943669 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:29.943669+02:00' https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67: title: 'medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032679.022881 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:39.022881+02:00' https://medium.com/developer-purpose/think-before-you-code-engineerings-most-underrated-advice-40b47e08a3fc: title: 'medium.com/developer-purpose: Think before you code. Engineering’s most'' underrated advice' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/developer-purpose: Think before you code. Engineering’s most'' underrated advice in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032172.907014 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:12.907014+02:00' https://medium.com/devgurus/building-production-grade-eks-clusters-using-terraform-df016d239a54: title: 'medium.com/devgurus: Building production grade EKS clusters using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devgurus: Building production grade EKS clusters using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032832.895648 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:12.895648+02:00' https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95325b2d3c89: title: 'medium: DevOps and Databases — The forgotten automation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: DevOps and Databases — The forgotten automation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032345.564605 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.564605+02:00' https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b: title: 'medium: Do I need to learn Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Do I need to learn Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031163.865758 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.865758+02:00' https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands-on-in-2020-832c29db936a: title: 'medium: Top 7 Best CI/CD Tools you should get your hands on in 2020' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Top 7 Best CI/CD Tools you should get your hands on in 2020 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031406.275406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:26.275406+02:00' ? https://medium.com/devops-mojo/kubernetes-difference-between-deployment-and-statefulset-in-k8s-deployments-vs-statefulsets-855f9e897091 : title: 'medium: Kubernetes — Difference between Deployment and StatefulSet in K8s' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes — Difference between Deployment and StatefulSet in K8s in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032949.847877 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:09.847877+02:00' ? https://medium.com/devops-mojo/kubernetes-open-standards-oci-cri-cni-csi-smi-cpi-overview-what-is-k8s-open-standards-introduction-a860905af6f7 : title: 'medium.com/devops-mojo: Kubernetes — Open Standards (OCI, CRI, CNI, CSI,'' SMI, CPI) Overview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo: Kubernetes — Open Standards (OCI, CRI, CNI, CSI,'' SMI, CPI) Overview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030741.936091 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:21.936091+02:00' ? https://medium.com/devops-mojo/kubernetes-probes-liveness-readiness-startup-overview-introduction-to-probes-types-configure-health-checks-206ff7c24487 : title: 'medium.com/devops-mojo: Kubernetes — Probes (Liveness, Readiness, and Startup)'' Overview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo: Kubernetes — Probes (Liveness, Readiness, and Startup)'' Overview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.229897 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.229897+02:00' ? https://medium.com/devops-mojo/kubernetes-role-based-access-control-rbac-overview-introduction-rbac-with-kubernetes-what-is-2004d13195df : title: 'medium.com/devops-mojo: Kubernetes — Role-Based Access Control (RBAC) Overview' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo: Kubernetes — Role-Based Access Control (RBAC) Overview in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029487.001507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.001507+02:00' ? https://medium.com/devops-mojo/terraform-provision-amazon-eks-cluster-using-terraform-deploy-create-aws-eks-kubernetes-cluster-tf-4134ab22c594 : title: 'medium.com/devops-mojo: Terraform — Provision Amazon EKS Cluster using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo: Terraform — Provision Amazon EKS Cluster using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031113.213406 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:33.213406+02:00' https://medium.com/devops-mojo/terraform-remote-states-overview-what-is-terraform-remote-state-storage-introduction-936223a0e9d0: title: "medium: Terraform — Remote States Overview \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Terraform — Remote States Overview \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030882.667348 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:42.667348+02:00' ? https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724 : title: "==medium.com/devops-mojo: Terraform — Workspaces Overview== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/devops-mojo: Terraform — Workspaces Overview== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033081.355431 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:21.355431+02:00' https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for-deployment-processing-c5d21770ca97: title: 'medium.com/devops-techable: GitOps with ArgoCD running in Kubernetes for'' deployment processing' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-techable: GitOps with ArgoCD running in Kubernetes for'' deployment processing in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033510.934505 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:30.934505+02:00' ? https://medium.com/devops-techable/setup-monitoring-with-prometheus-and-grafana-in-kubernetes-start-monitoring-your-kubernetes-a3071f083fa6 : title: 'medium.com/devops-techable: Setup monitoring with Prometheus and Grafana'' in Kubernetes — Start monitoring your Kubernetes cluster resources' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-techable: Setup monitoring with Prometheus and Grafana'' in Kubernetes — Start monitoring your Kubernetes cluster resources in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.554745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.554745+02:00' https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-for-prometheus-6fd12e56bff6: title: 'medium.com: Up and running with Amazon Managed Service for Prometheus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Up and running with Amazon Managed Service for Prometheus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030528.896174 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:48.896174+02:00' https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f: title: 'medium.com: Why should Terraform be one of your DevOps tools?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Why should Terraform be one of your DevOps tools? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032287.589772 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.589772+02:00' https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-story-of-efficiency-783dff78fd81: title: 'medium.com/devoptimism: DevOps+Platform Engineering: A Necessary Love Story'' of Efficiency' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/devoptimism: DevOps+Platform Engineering: A Necessary Love Story'' of Efficiency in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030891.177168 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:51.177168+02:00' https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e: title: 'medium: Microservices in Rust with Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Microservices in Rust with Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032162.910307 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:02.910307+02:00' https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6bb96: title: "==medium.com/directeam: Kubernetes resources under the hood — Part 1== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/directeam: Kubernetes resources under the hood — Part 1== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031793.431378 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.431378+02:00' https://medium.com/directeam/kubernetes-resources-under-the-hood-part-2-6eeb50197c44: title: "==medium.com/directeam: Kubernetes resources under the hood — Part 2== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032074.112731 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:34.112731+02:00' https://medium.com/directeam/kubernetes-resources-under-the-hood-part-3-6ee7d6015965: title: "==medium.com/directeam: Kubernetes resources under the hood — Part 3== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030525.393715 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:45.393715+02:00' https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c58671496f: title: "medium.com/dkatalis: Component Team vs Feature Team in a Nutshell \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/dkatalis: Component Team vs Feature Team in a Nutshell \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033730.961657 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:10.961657+02:00' https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207: title: 'medium.com/dkatalis: Creating a Mutating Webhook for Great Good! Or: how'' to automatically provision Pods on a specific node pool' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dkatalis: Creating a Mutating Webhook for Great Good! Or: how'' to automatically provision Pods on a specific node pool in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.511853 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.511853+02:00' https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmeter-f17e5ba1c23b: title: 'medium.com/dlt-labs-publication: gRPC vs. REST — Performance Test using'' JMeter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dlt-labs-publication: gRPC vs. REST — Performance Test using'' JMeter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032574.491282 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:54.491282+02:00' https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-taint-toleration-2f9b9b218dd5: title: 'medium.com/dlt-labs-publication: Kubernetes: Understanding Pod Affinity,'' Taint & Toleration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dlt-labs-publication: Kubernetes: Understanding Pod Affinity,'' Taint & Toleration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032970.975845 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:30.975845+02:00' https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be: title: 'medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams'' when given a second chance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams'' when given a second chance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034516.764381 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:16.764381+02:00' ? https://medium.com/dotnet-hub/introduction-to-cloud-native-application-architecture-what-is-cloud-native-architecture-overview-benefits-e9be9aca0dd3 : title: "==medium.com/dotnet-hub: Software Architecture — Introduction to Cloud Native' Application Architecture== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/dotnet-hub: Software Architecture — Introduction to Cloud Native' Application Architecture== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.695489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.695489+02:00' https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kubernetes-4ce86c187408: title: 'medium: DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video'' Walkthrough)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video'' Walkthrough) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031608.942053 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:48.942053+02:00' ? https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5 : title: 'medium.com/dynatrace-engineering: How to combine and automate infrastructure'' and application deployment in a microservice environment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dynatrace-engineering: How to combine and automate infrastructure'' and application deployment in a microservice environment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030931.494985 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:31.494985+02:00' https://medium.com/dynatrace-engineering/how-we-are-redesigning-our-microservices-deployment-strategy-c567e310a42e: title: 'medium: How we are redesigning our microservices deployment strategy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How we are redesigning our microservices deployment strategy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032376.211833 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/keptn.md v2_locations: - keptn.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:36.211833+02:00' https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part-2-network-policies-405b36ed9d94: title: 'medium.com/dynatrace-engineering: Kubernetes Security Best Practices Part'' 2: Network Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/dynatrace-engineering: Kubernetes Security Best Practices Part'' 2: Network Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031146.503416 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:06.503416+02:00' ? https://medium.com/dzerolabs/kubernetes-saved-today-f-cked-tomorrow-a-rant-azure-key-vault-secrets-%C3%A0-la-kubernetes-fc3be5e65d18 : title: "medium.com/dzerolabs: Accessing Azure Key Vault Secrets in Azure Kubernetes' with Secrets Store CSI Driver \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/dzerolabs: Accessing Azure Key Vault Secrets in Azure Kubernetes' with Secrets Store CSI Driver \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030248.433166 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:08.433166+02:00' https://medium.com/dzerolabs/using-crossplane-to-provision-a-kubernetes-cluster-in-google-cloud-cf5374d765ee: title: 'medium: Using Crossplane to Provision a Kubernetes Cluster in Google Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using Crossplane to Provision a Kubernetes Cluster in Google Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034109.309598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/crossplane.md v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:29.309598+02:00' https://medium.com/easyread/api-gateway-part-1-7901ba703f9: title: 'medium: API Gateway Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: API Gateway Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030805.710652 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:25.710652+02:00' https://medium.com/easyread/api-gateway-part-2-7264ee5be187: title: 'medium: API Gateway Part 2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: API Gateway Part 2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032466.03855 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:06.038550+02:00' https://medium.com/edreams-odigeo-tech/tracing-in-edreams-odigeo-lodging-with-open-telemetry-and-grafana-tempo-bd1f20ddf49d: title: 'medium: Tracing in eDreams ODIGEO Lodging with Open Telemetry and Grafana'' Tempo' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Tracing in eDreams ODIGEO Lodging with Open Telemetry and Grafana'' Tempo in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030710.969889 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:50.969889+02:00' https://medium.com/edureka/aws-vs-azure-1a882339f127: title: 'medium: AWS vs Azure — Battle Of The Best Cloud Computing Platforms' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS vs Azure — Battle Of The Best Cloud Computing Platforms in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030705.711353 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:45.711353+02:00' https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3: title: 'medium: Jenkins Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Jenkins Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029364.836811 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:24.836811+02:00' https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-strategies-for-amazon-eks-1dc3df270ed8: title: 'medium.com/ekino-france: Addressing private IPv4 shortage: 5 Strategies'' for Amazon EKS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/ekino-france: Addressing private IPv4 shortage: 5 Strategies'' for Amazon EKS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030172.031345 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:52.031345+02:00' https://medium.com/elca-it/service-mesh-performance-evaluation-istio-linkerd-kuma-and-consul-d8a89390d630: title: 'medium.com/elca-it: Service Mesh Performance Evaluation — Istio, Linkerd,'' Kuma and Consul' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/elca-it: Service Mesh Performance Evaluation — Istio, Linkerd,'' Kuma and Consul in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033801.751176 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:21.751176+02:00' https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be02dc3: title: '==medium.com/empathyco: Cloud FinOps — Part 4: Kubernetes Cost Report==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/empathyco: Cloud FinOps — Part 4: Kubernetes Cost Report== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031377.620691 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md v2_locations: - finops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:57.620691+02:00' https://medium.com/empathyco/running-apache-flink-on-kubernetes-10815a26559e: title: 'medium: Running Apache Flink on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Running Apache Flink on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029158.497383 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:58.497383+02:00' https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2: title: 'medium: Running Apache Spark on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Running Apache Spark on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032287.59372 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-bigdata.md v2_locations: - kubernetes-bigdata.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:07.593720+02:00' https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300: title: "medium: Caching — System Design Concept \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Caching — System Design Concept \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033415.665031 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:55.665031+02:00' https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e23c6b8: title: "medium: A Visual Introduction to Debezium \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: A Visual Introduction to Debezium \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030201.973516 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:21.973516+02:00' https://medium.com/event-driven-utopia/comparing-stateful-stream-processing-and-streaming-databases-c8c670f3f4bb: title: 'medium.com/event-driven-utopia: Comparing Stateful Stream Processing and'' Streaming Databases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/event-driven-utopia: Comparing Stateful Stream Processing and'' Streaming Databases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034309.107207 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.107207+02:00' https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40f80552e8: title: 'medium: Understanding Kafka Topic Partitions' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Understanding Kafka Topic Partitions in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031758.983273 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:18.983273+02:00' https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-1980fc0685e6: title: 'medium.com/everything-full-stack: Deployment Strategies: Argo Rollouts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/everything-full-stack: Deployment Strategies: Argo Rollouts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.543466 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.543466+02:00' https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-a-primer-on-autoscaling-7b8f0f95a928: title: 'medium: 1/3 Autoscaling in Kubernetes: A Primer on Autoscaling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 1/3 Autoscaling in Kubernetes: A Primer on Autoscaling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030339.55908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:39.559080+02:00' https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-options-features-and-use-cases-c8a6ce145957: title: 'medium: 2/3 Autoscaling in Kubernetes: Options, Features, and Use Cases' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032095.000124 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:55.000124+02:00' ? https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-why-doesnt-the-horizontal-pod-autoscaler-work-for-me-5f0094694054 : title: 'medium: 3/3 Autoscaling in Kubernetes: Why doesn’t the Horizontal Pod Autoscaler'' work for me?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029573.089305 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:52:53.089305+02:00' https://medium.com/expedia-group-tech/managing-a-federated-kubernetes-cluster-using-kubefed-v2-5f115dbdbe05: title: 'medium.com/expedia-group-tech: Manage multi-cluster Kubernetes infrastructure'' with Kubefed v2' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/expedia-group-tech: Manage multi-cluster Kubernetes infrastructure'' with Kubefed v2 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.434625 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.434625+02:00' https://medium.com/faun/35-advanced-tutorials-to-learn-kubernetes-dae5695b1f18: title: 35 Advanced Tutorials to Learn Kubernetes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering 35 Advanced Tutorials to Learn Kubernetes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.335024 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.335024+02:00' https://medium.com/faun/attacking-kubernetes-clusters-using-the-kubelet-api-abafc36126ca: title: 'medium.com: Attacking Kubernetes clusters using the Kubelet API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Attacking Kubernetes clusters using the Kubelet API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034228.844317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:28.844317+02:00' https://medium.com/faun/autoscaling-in-kubernetes-cluster-bc55b8393a19: title: "Auto-Scaling Your Kubernetes Workloads (K8s) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Auto-Scaling Your Kubernetes Workloads (K8s) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.218468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.218468+02:00' https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443: title: "medium: Be fast with Kubectl 1.19 CKAD/CKA \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Be fast with Kubectl 1.19 CKAD/CKA \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030248.401336 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:08.401336+02:00' https://medium.com/faun/configmaps-in-kubernetes-k8s-2f2ce79d7e66: title: 'medium: ConfigMaps in Kubernetes (K8s)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: ConfigMaps in Kubernetes (K8s) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.748207 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.748207+02:00' https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-cluster-874ee9681293: title: 'medium: create your first application on aws eks kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: create your first application on aws eks kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029634.060233 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:54.060233+02:00' https://medium.com/faun/do-it-all-kubernetes-dashboard-81375833e01c: title: 'medium: Do It All Kubernetes Dashboard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Do It All Kubernetes Dashboard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034520.643442 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:20.643442+02:00' https://medium.com/faun/how-to-autoscale-the-dns-service-in-a-kubernetes-cluster-cbb46ae89678: title: 'medium: How to Autoscale the DNS Service in a Kubernetes Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Autoscale the DNS Service in a Kubernetes Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034030.679396 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:10.679396+02:00' https://medium.com/faun/how-to-perform-health-checks-in-kubernetes-k8s-a4e5300b1f9d: title: 'medium: How to Perform Health checks in Kubernetes (K8s)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Perform Health checks in Kubernetes (K8s) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.489102 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.489102+02:00' https://medium.com/faun/individual-kubernetes-clusters-vs-shared-kubernetes-clusters-for-development-3399576b0f1f: title: 'medium: Individual Kubernetes Clusters vs. Shared Kubernetes Clusters for'' Development' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Individual Kubernetes Clusters vs. Shared Kubernetes Clusters for'' Development in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034262.44974 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:02.449740+02:00' https://medium.com/faun/ingress-service-types-in-kubernetes-3e9b68b78307: title: "medium: Ingress service types in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Ingress service types in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032383.212566 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:43.212566+02:00' https://medium.com/faun/kubernetes-multi-tenancy-a-best-practices-guide-88e37ef2b709: title: "medium: Kubernetes Multi-Tenancy — A Best Practices Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Multi-Tenancy — A Best Practices Guide \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033713.531084 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:53.531084+02:00' https://medium.com/faun/namespaces-in-kubernetes-4bac49414770: title: "medium: How to create Namespaces in Kubernetes? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to create Namespaces in Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.377099 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.377099+02:00' https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd: title: "OpenShift 4 “under-the-hood” \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering OpenShift 4 “under-the-hood” \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.446368 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.446368+02:00' https://medium.com/faun/pod-in-kubernetes-cluster-k8s-adeb5b901153: title: 'medium: How to configure and manage Pod in Kubernetes Cluster (K8s)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to configure and manage Pod in Kubernetes Cluster (K8s) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.557338 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.557338+02:00' https://medium.com/faun/provisioning-aws-infrastructure-with-terraform-6ab885fb3fcb: title: "medium: How to Provision AWS Infrastructure with Terraform? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to Provision AWS Infrastructure with Terraform? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033328.840451 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:28.840451+02:00' https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e: title: 'medium: Scaling Applications in the Cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Scaling Applications in the Cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031257.862507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:57.862507+02:00' https://medium.com/faun/service-types-in-kubernetes-24a1587677d6: title: "medium: Service Types in Kubernetes? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Service Types in Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031554.814862 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:54.814862+02:00' https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73: title: "medium: What is CI/CD Pipeline in DevOps? \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: What is CI/CD Pipeline in DevOps? \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029464.775681 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:04.775681+02:00' https://medium.com/faun/writing-your-first-kubernetes-operator-8f3df4453234: title: 'medium.com: Writing Your First Kubernetes Operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Writing Your First Kubernetes Operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029507.174603 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.174603+02:00' https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a: title: 'medium.com: Your team might not need Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Your team might not need Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030202.002888 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md - docs/kubernetes-alternatives.md v2_locations: - faq.md - kubernetes-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:22.002888+02:00' https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f7db: title: 'medium.com/featurepreneur: Don’t trash your changes but stash ‘em!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/featurepreneur: Don’t trash your changes but stash ‘em! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030553.83336 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:13.833360+02:00' https://medium.com/fintechexplained/what-is-database-sharding-582b36282f97: title: '==medium.com/fintechexplained: What Is Database Sharding?==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/fintechexplained: What Is Database Sharding?== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031438.015067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:58.015067+02:00' https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on-high-scale-ab2bc663898d: title: 'medium.com/fiverr-engineering: How to Share Data Between Microservices on'' High Scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/fiverr-engineering: How to Share Data Between Microservices on'' High Scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030472.92489 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:52.924890+02:00' https://medium.com/flant-com/calico-for-kubernetes-networking-792b41e19d69: title: 'medium: Calico for Kubernetes networking: the basics & examples' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Calico for Kubernetes networking: the basics & examples in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032920.271865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.271865+02:00' https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes-7642e463bbce: title: "Using SSL certificates from Let’s Encrypt in your Kubernetes Ingress via cert-manager \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Using SSL certificates from Let’s Encrypt in your Kubernetes Ingress via cert-manager \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031328.876719 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:08.876719+02:00' https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476: title: 'medium: Ready-to-use commands and tips for kubectl' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Ready-to-use commands and tips for kubectl in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031537.800635 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:37.800635+02:00' https://medium.com/flant-com/upgrading-mysql-percona-server-5-to-8-4bce53bdce5c: title: 'medium: Upgrading MySQL (Percona Server) from 5.7 to 8.0' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Upgrading MySQL (Percona Server) from 5.7 to 8.0 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033218.018276 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:38.018276+02:00' https://medium.com/flare-systems/connect-services-across-kubernetes-clusters-using-teleproxy-3f317cfd8da: title: 'medium.com: Connect services across Kubernetes clusters using Teleproxy' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Connect services across Kubernetes clusters using Teleproxy in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032195.544297 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:35.544297+02:00' https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-code-no-problem-ed41d4fde269: title: "medium.com/formaloo: How no-code platforms are democratizing data science' and software development \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/formaloo: How no-code platforms are democratizing data science' and software development \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033594.562624 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:54.562624+02:00' https://medium.com/free-code-camp/learn-kubernetes-in-under-3-hours-a-detailed-guide-to-orchestrating-containers-114ff420e882: title: 'medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating'' Containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating'' Containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.316013 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.316013+02:00' https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd: title: 'medium: Going Serverless (on AWS)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Going Serverless (on AWS) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031012.140124 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:52.140124+02:00' ? https://medium.com/gargee-bhatnagar/how-to-create-a-custom-ami-with-image-pipeline-and-automate-its-creation-using-ec2-image-builder-7e194e39c8e9 : title: 'medium.com/gargee-bhatnagar: How to Create a Custom AMI with Image Pipeline'' and Automate its Creation Using EC2 Image Builder' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/gargee-bhatnagar: How to Create a Custom AMI with Image Pipeline'' and Automate its Creation Using EC2 Image Builder in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.154594 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.154594+02:00' https://medium.com/geekculture/a-beginners-guide-to-understanding-microservices-d2a8bae871b7: title: 'medium.com/geekculture: A Beginners Guide to Understanding Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: A Beginners Guide to Understanding Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029556.338098 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:36.338098+02:00' https://medium.com/geekculture/a-new-pattern-that-simplifies-operator-building-39df5d021cfa: title: 'medium.com/geekculture: A New Pattern that Simplifies Operator Building' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: A New Pattern that Simplifies Operator Building in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034345.585339 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:25.585339+02:00' https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb: title: 'medium: AKS with Calico Network Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AKS with Calico Network Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032345.56224 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:05.562240+02:00' https://medium.com/geekculture/argo-cd-a-tool-for-kubernetes-devops-c46f2881edfe: title: 'medium: Argo CD: A Tool for Kubernetes DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Argo CD: A Tool for Kubernetes DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033488.693791 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:08.693791+02:00' https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a: title: 'medium: Change Data Capture — Using Debezium' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Change Data Capture — Using Debezium in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034207.9202 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:07.920200+02:00' https://medium.com/geekculture/common-pod-errors-in-kubernetes-to-watch-out-for-d808737f4ade: title: 'medium.com/geekculture: Common Pod Errors in Kubernetes to Watch Out For' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Common Pod Errors in Kubernetes to Watch Out For in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033421.617215 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:01.617215+02:00' https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines-and-kubernetes-12fe1c70b343: title: 'medium.com/geekculture: Continuous Deployment with Azure DevOps Pipelines and Kubernetes' description: '' year: '2022' stars: 3 ai_summary: Demonstrates continuous deployment to Kubernetes clusters using Azure Pipelines, utilizing Helm charts and manifest-rendering tasks. In 2026, while direct-push deployments using Kubernetes tasks remain in use, enterprise architectures prefer pull-based GitOps tools (like ArgoCD or Flux) to prevent exposing cluster credentials to external runner systems. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud DevOps - Container Orchestration - Kubernetes CD - AKS Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455: title: 'medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032166.730576 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md - docs/yaml.md v2_locations: - kubernetes-tools.md - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2026-05-17T17:36:06.730576+02:00' https://medium.com/geekculture/docker-limit-container-cpu-usage-11eb8ee0de5a: title: "medium.com/geekculture: Docker — Limit Container CPU Usage \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/geekculture: Docker — Limit Container CPU Usage \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030442.971335 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:22.971335+02:00' https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299: title: 'medium.com/geekculture: EKS — Kubernetes — Not Ready nodes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: EKS — Kubernetes — Not Ready nodes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033844.614126 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:04:04.614126+02:00' https://medium.com/geekculture/githubs-ai-copilot-might-get-you-sued-if-you-use-it-c1cade1ea229: title: 'medium: GitHub’s AI Copilot Might Get You Sued If You Use It' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: GitHub’s AI Copilot Might Get You Sued If You Use It in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031094.100509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:14.100509+02:00' https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a1d11b: title: 'medium.com/geekculture: GitOps — Github Actions K8s Deploy Workflow' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: GitOps — Github Actions K8s Deploy Workflow in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031510.422427 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:10.422427+02:00' https://medium.com/geekculture/helm-advanced-commands-9365097475b: title: "==medium.com/geekculture: Helm — Advanced Commands== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/geekculture: Helm — Advanced Commands== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.737357 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.737357+02:00' https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-starting-kubernetes-pods-cc0a3ddbf02b: title: 'medium.com/geekculture: Helm Chart Wait for All Dependencies Before Starting'' Kubernetes Pods' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Helm Chart Wait for All Dependencies Before Starting'' Kubernetes Pods in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034152.36136 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:12.361360+02:00' https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b7498: title: 'medium.com/geekculture: HELM — How Release Information is Stored' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: HELM — How Release Information is Stored in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032039.030449 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:59.030449+02:00' https://medium.com/geekculture/hey-chatgpt-solve-these-coding-tasks-using-python-b2e7482f2c18: title: 'medium.com/geekculture: Hey ChatGPT, Automate These Tasks Using Python' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Hey ChatGPT, Automate These Tasks Using Python in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032753.879904 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:53.879904+02:00' https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88: title: 'medium.com/geekculture: K8s — Helm Dashboard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: K8s — Helm Dashboard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032045.945734 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:05.945734+02:00' https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f: title: 'medium.com/geekculture: K8s Network — CNI Introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: K8s Network — CNI Introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.382601 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.382601+02:00' https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119: title: 'medium.com/geekculture: K8s — ServiceAccount Token' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: K8s — ServiceAccount Token in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033507.718954 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:27.718954+02:00' https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-724e8b973cfc: title: 'medium.com/geekculture: K8s Troubleshooting — How to Debug CoreDNS Issues' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: K8s Troubleshooting — How to Debug CoreDNS Issues in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.735731 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.735731+02:00' https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd: title: 'medium.com/geekculture: kubectl — Best Practices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: kubectl — Best Practices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029147.507399 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:47.507399+02:00' https://medium.com/geekculture/kubernetes-deployment-explained-9b2b89dd3977: title: 'medium: Kubernetes Deployment Explained' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Deployment Explained in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029805.150663 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:45.150663+02:00' https://medium.com/geekculture/kubernetes-distributing-pods-evenly-across-cluster-c6bdc9b49699: title: '==medium: Kubernetes: Evenly Distribution of Pods Across Cluster Nodes=='' |Puru Tuladhar' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium: Kubernetes: Evenly Distribution of Pods Across Cluster Nodes=='' |Puru Tuladhar in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034516.765657 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:16.765657+02:00' https://medium.com/geekculture/kubernetes-gateway-api-the-intro-you-need-to-read-80965f7acd82: title: 'medium.com/geekculture: Kubernetes Gateway API: The Intro You Need To Read' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Kubernetes Gateway API: The Intro You Need To Read in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031031.500913 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:11.500913+02:00' https://medium.com/geekculture/kubernetes-namespaces-vs-virtual-clusters-cc8731752972: title: 'medium: Kubernetes Namespaces vs. Virtual Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Namespaces vs. Virtual Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032097.565309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.565309+02:00' https://medium.com/geekculture/monitoring-microservices-part-1-observability-b2b44fa3e67e: title: 'medium.com: Monitoring Microservices - Part 1: Observability | Anderson'' Carvalho' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Monitoring Microservices - Part 1: Observability | Anderson'' Carvalho in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030461.917509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:41.917509+02:00' https://medium.com/geekculture/monitoring-your-system-with-docker-grafana-prometheus-node-d7fae11416f3: title: 'medium.com/geekculture: Monitoring your system with Docker + Grafana + Prometheus'' + Node' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Monitoring your system with Docker + Grafana + Prometheus'' + Node in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032949.844236 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:09.844236+02:00' https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-i-3c0de6d34fc9: title: '==medium.com/geekculture: Provision resources on AWS with Azure DevOps and'' Terraform — Part I==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/geekculture: Provision resources on AWS with Azure DevOps and'' Terraform — Part I== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.511108 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.511108+02:00' https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-ii-45ee450139: title: '==medium.com/geekculture: Provision resources on AWS with Azure DevOps and'' Terraform — Part II==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031807.818288 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/azure.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:07.818288+02:00' https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernetes-7b780e4d09d5: title: 'medium: Replication Controller Vs ReplicaSets in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Replication Controller Vs ReplicaSets in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033503.584498 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.584498+02:00' https://medium.com/geekculture/rest-rpc-graphql-what-to-choose-c57c78c0593d: title: 'medium: REST, RPC, GraphQL… What to choose?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: REST, RPC, GraphQL… What to choose? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030705.69642 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:45.696420+02:00' https://medium.com/geekculture/setup-a-cronjob-to-execute-kubectl-or-aws-commands-c1c15dd4ff1f: title: 'medium.com/geekculture: Setup a CronJob to execute Kubectl or AWS commands' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Setup a CronJob to execute Kubectl or AWS commands in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031987.512182 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:07.512182+02:00' https://medium.com/geekculture/storage-kubernetes-92eb3d027282: title: 'medium.com/geekculture: Storage | Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture: Storage | Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.008177 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.008177+02:00' https://medium.com/geekculture/terragrunt-cheat-sheet-bedafbf9d61f: title: 'medium: Terragrunt cheat sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Terragrunt cheat sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034479.216195 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:39.216195+02:00' https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f30: title: 'medium: YAKD: Yet Another Kubernetes Dashboard' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: YAKD: Yet Another Kubernetes Dashboard in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033046.476795 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:46.476795+02:00' https://medium.com/getdefault-in/monoliths-vs-microservices-59cff20bb106: title: 'medium: Monoliths vs Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Monoliths vs Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032181.880047 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:21.880047+02:00' https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-kubernetes-clusters-2bd0999b7332: title: "medium.com/getindata-blog: OAuth2-based authentication on Istio-powered' Kubernetes clusters \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/getindata-blog: OAuth2-based authentication on Istio-powered' Kubernetes clusters \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032296.493341 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:16.493341+02:00' https://medium.com/gigasearch/which-elasticsearch-provider-is-right-for-you-3d596a65e704: title: "==medium: Which Elasticsearch Provider is Right For You?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Which Elasticsearch Provider is Right For You?== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.63108 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:48.631080+02:00' https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-policy-agent-dba1400bb030: title: 'medium.com/gitguardian: What is Policy-as-Code? An Introduction to Open'' Policy Agent' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/gitguardian: What is Policy-as-Code? An Introduction to Open'' Policy Agent in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031669.278198 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:49.278198+02:00' https://medium.com/globant/advantages-of-deploying-machine-learning-models-with-kubernetes-8454cc7c565e: title: "==medium.com/globant: Advantages of Deploying Machine Learning models with' Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/globant: Advantages of Deploying Machine Learning models with' Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033639.993169 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:39.993169+02:00' https://medium.com/globant/dynamic-and-reactive-parameterization-in-jenkins-pipelines-using-html-groovy-and-bash-27b031fcd69b: title: "medium: Dynamic and reactive parameterization in Jenkins pipelines using' HTML, Groovy, and Bash \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Dynamic and reactive parameterization in Jenkins pipelines using' HTML, Groovy, and Bash \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030503.354545 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:23.354545+02:00' https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517: title: 'medium.com/globant: Infrastructure as Code using Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant: Infrastructure as Code using Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032733.983399 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md - docs/kubernetes-tools.md v2_locations: - iac.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:33.983399+02:00' https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b35b612acd97: title: 'medium.com/globant: Istio JWT Authentication & Authorization at the edge' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant: Istio JWT Authentication & Authorization at the edge in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032162.904014 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:02.904014+02:00' https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a418a06b7: title: 'medium.com/globant: Monitoring a multi-cluster Kubernetes Deployment' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant: Monitoring a multi-cluster Kubernetes Deployment in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029322.629706 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:42.629706+02:00' https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in-argocd-cf3cd2d598fc: title: 'medium.com/globant: Using multiple sources for a Helm Chart deployment in'' ArgoCD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant: Using multiple sources for a Helm Chart deployment in'' ArgoCD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029070.209261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.209261+02:00' https://medium.com/google-cloud/anthos-at-home-spinning-up-a-bare-metal-anthos-cluster-on-dumpster-servers-5bcef301cfa5: title: 'medium.com/google-cloud: Anthos-at-Home: Spinning Up a Bare-Metal Anthos'' Cluster on Dumpster Servers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Anthos-at-Home: Spinning Up a Bare-Metal Anthos'' Cluster on Dumpster Servers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034101.478563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.478563+02:00' https://medium.com/google-cloud/automate-terraform-documentation-like-a-pro-ed3e19998808: title: '==medium.com/google-cloud: Automate Terraform documentation like a pro!==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/google-cloud: Automate Terraform documentation like a pro!== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034446.816199 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:06.816199+02:00' https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-istio-ac747827f9d1: title: 'medium: Automated canary deployments with Flagger and Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Automated canary deployments with Flagger and Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031651.938385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:31.938385+02:00' ? https://medium.com/google-cloud/design-your-landing-zone-design-considerations-part-4-iac-gitops-and-ci-cd-google-cloud-ae3f533c6dbd : title: 'medium.com/google-cloud: Design your Landing Zone — Design Considerations'' Part 4— IaC, GitOps and CI/CD (Google Cloud Adoption Series)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Design your Landing Zone — Design Considerations'' Part 4— IaC, GitOps and CI/CD (Google Cloud Adoption Series) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033424.420509 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md v2_locations: - GoogleCloudPlatform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:04.420509+02:00' https://medium.com/google-cloud/gke-monitoring-84170ea44833: title: 'medium.com/google-cloud: Monitoring Kubernetes Clusters on GKE (Google Container'' Engine)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Monitoring Kubernetes Clusters on GKE (Google Container'' Engine) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032869.054347 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:49.054347+02:00' https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5: title: 'medium: Google Pub/Sub Lite for Kafka Users' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Google Pub/Sub Lite for Kafka Users in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033415.630333 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:55.630333+02:00' https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1-7079bd8221f3: title: 'medium.com/google-cloud: Handle Kubernetes Secrets the GitOps Way — Part'' 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Handle Kubernetes Secrets the GitOps Way — Part'' 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030199.058219 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:19.058219+02:00' https://medium.com/google-cloud/ingress-in-google-kubernetes-products-f22ded21f4ed: title: 'medium.com/google-cloud: Ingress in Google Kubernetes Products' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Ingress in Google Kubernetes Products in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031466.55852 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:26.558520+02:00' https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-clusters-c1509e409e16: title: 'medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029732.053107 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:32.053107+02:00' https://medium.com/google-cloud/kubernetes-autoscaling-with-istio-metrics-76442253a45a: title: "Kubernetes autoscaling with Istio metrics \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Kubernetes autoscaling with Istio metrics \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032184.693418 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:24.693418+02:00' https://medium.com/google-cloud/kubernetes-ingress-vs-gateway-api-647ee233693d: title: "==medium.com/google-cloud: Kubernetes Ingress Vs Gateway API== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/google-cloud: Kubernetes Ingress Vs Gateway API== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033157.890784 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:37.890784+02:00' https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-when-should-i-use-what-922f010849e0: title: "medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032819.665615 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:59.665615+02:00' https://medium.com/google-cloud/running-workloads-in-kubernetes-86194d133593: title: "medium.com/google-cloud: Running Workloads in Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/google-cloud: Running Workloads in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.866461 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.866461+02:00' https://medium.com/google-cloud/security-with-kubernetes-gateway-api-dcbb934ed2a4: title: "medium.com/google-cloud: Security with Kubernetes Gateway API \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/google-cloud: Security with Kubernetes Gateway API \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032731.755482 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:31.755482+02:00' https://medium.com/google-cloud/setting-up-config-connector-with-terraform-helm-8ce2f45f48a4: title: 'medium.com/google-cloud: Setting up Config Connector with Terraform & Helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Setting up Config Connector with Terraform & Helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034446.84524 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:06.845240+02:00' https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resource-compliance-8f96fb8c72eb: title: 'medium.com/google-cloud: Shifting (even further) Left on Kubernetes Resource'' Compliance' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Shifting (even further) Left on Kubernetes Resource'' Compliance in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029174.09723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.097230+02:00' https://medium.com/google-cloud/tagged/devops: title: medium.com/google-cloud/tagged/devops description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering medium.com/google-cloud/tagged/devops in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.371015 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/GoogleCloudPlatform.md - docs/devops.md v2_locations: - GoogleCloudPlatform.md - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.371015+02:00' https://medium.com/google-cloud/understanding-health-checks-in-gke-gateway-api-1c89f82bfba8: title: 'medium.com/google-cloud: Understanding health checks in GKE & Gateway API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud: Understanding health checks in GKE & Gateway API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031900.53303 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:40.533030+02:00' https://medium.com/google-developer-experts/getting-started-with-gke-gateway-controller-ee45c3bc8996: title: 'medium.com/google-developer-experts: Getting started with GKE Gateway controller' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-developer-experts: Getting started with GKE Gateway controller in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030018.86644 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:18.866440+02:00' https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96: title: 'medium: Top 4 AWS Patterns of Highly Available API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Top 4 AWS Patterns of Highly Available API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030285.00414 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:45.004140+02:00' https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane-e0100b55d00c: title: "medium: Kubernetes Deployment using Helm Charts and Krane \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Deployment using Helm Charts and Krane \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029628.478598 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:48.478598+02:00' https://medium.com/groupon-eng/loadbalancer-services-using-kubernetes-in-docker-kind-694b4207575d: title: '==medium.com/groupon-eng: LoadBalancer Services using Kubernetes in Docker'' (kind)==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/groupon-eng: LoadBalancer Services using Kubernetes in Docker'' (kind)== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032219.461772 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:59.461772+02:00' https://medium.com/groupon-eng/scaling-millions-of-geospatial-queries-per-minute-using-redis-7c05bcf6b4db: title: 'medium: Scaling Millions of Geospatial Queries per minute using Redis' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Scaling Millions of Geospatial Queries per minute using Redis in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.421338 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.421338+02:00' https://medium.com/gumgum-tech/5-things-we-overlooked-when-putting-our-first-app-on-kubernetes-58583c1783e4: title: 'medium: 5 Things We Overlooked When Deploying Our First App on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 5 Things We Overlooked When Deploying Our First App on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031782.045077 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:42.045077+02:00' https://medium.com/gumgum-tech/how-to-reduce-your-prometheus-cost-6c7cc685e347: title: '==medium.com/gumgum-tech: How to reduce your Prometheus cost | Daniel Fernandez==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/gumgum-tech: How to reduce your Prometheus cost | Daniel Fernandez== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030718.372609 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:58.372609+02:00' https://medium.com/gumgum-tech/streamlining-your-kubernetes-adoption-with-helmfile-argocd-and-gitops-211937e21e29: title: 'medium.com/gumgum-tech: Streamlining your Kubernetes adoption with Helmfile'' / ArgoCD and GitOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/gumgum-tech: Streamlining your Kubernetes adoption with Helmfile'' / ArgoCD and GitOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033772.786741 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:52.786741+02:00' https://medium.com/habasconchocos/instalaci%C3%B3n-de-java-y-visual-studio-code-en-plataformas-windows-1fa47a69497f: title: 'medium.com: Instalación de Java y Visual Studio Code en plataformas Windows' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Instalación de Java y Visual Studio Code en plataformas Windows in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030608.677668 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/maven-gradle.md v2_locations: - maven-gradle.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:08.677668+02:00' https://medium.com/hackernoon/digital-transformation-for-modern-enterprises-through-devops-a-complete-guide-6f595463c7dd: title: 'medium: Digital Transformation for Modern Enterprises Through DevOps — A'' Complete Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Digital Transformation for Modern Enterprises Through DevOps — A'' Complete Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030610.624578 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:10.624578+02:00' https://medium.com/hackernoon/how-to-hire-a-devops-engineer-4e59e7847e9b: title: 'medium.com/hackernoon: How to hire a DevOps Engineer' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/hackernoon: How to hire a DevOps Engineer in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033037.062037 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:37.062037+02:00' https://medium.com/hackernoon/the-2018-devops-roadmap-31588d8670cb: title: "medium: The Complete DevOps RoadMap \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: The Complete DevOps RoadMap \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031333.329008 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:13.329008+02:00' https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k8s-operator-2c1d21d7b89a: title: 'medium: Mastering Apache Kafka on Kubernetes — Strimzi K8s operator' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Mastering Apache Kafka on Kubernetes — Strimzi K8s operator in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030685.010513 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.010513+02:00' https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kubernetes-402f313919aa: title: 'medium.com/hamburger-berater-team: Varnish Sharding with Istio in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/hamburger-berater-team: Varnish Sharding with Istio in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030710.967461 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:50.967461+02:00' https://medium.com/hashicorp-engineering/coding-for-secrets-reliability-with-hashicorp-vault-2090dd8667e: title: 'medium: Coding for Secrets Reliability with HashiCorp Vault' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Coding for Secrets Reliability with HashiCorp Vault in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034326.300364 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:06.300364+02:00' https://medium.com/hashicorp-engineering/consul-kubernetes-ingress-gateways-and-l7-traffic-management-178957dcd934: title: 'medium: Consul-Kubernetes Ingress Gateways and L7 Traffic Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Consul-Kubernetes Ingress Gateways and L7 Traffic Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034486.847563 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:46.847563+02:00' https://medium.com/hashicorp-engineering/dont-forget-to-restrict-outbound-traffic-with-terraform-and-sentinel-c74a99129dae: title: 'medium: Don’t Forget to Restrict Outbound Traffic with Terraform and Sentinel' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Don’t Forget to Restrict Outbound Traffic with Terraform and Sentinel in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031414.423002 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:34.423002+02:00' https://medium.com/hashicorp-engineering/hashicorp-consul-multi-cloud-and-multi-platform-service-mesh-372a82264e8e: title: 'medium: HashiCorp Consul: Multi-Cloud and Multi-Platform Service Mesh' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: HashiCorp Consul: Multi-Cloud and Multi-Platform Service Mesh in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.454166 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.454166+02:00' ? https://medium.com/hashicorp-engineering/kittens-as-a-service-layer-7-traffic-management-security-with-consul-connect-f5965fac5aa : title: 'medium: Kittens-as-a-Service: Layer 7 Traffic Management & Security with'' Consul Connect' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kittens-as-a-Service: Layer 7 Traffic Management & Security with'' Consul Connect in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030228.350996 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:48.350996+02:00' ? https://medium.com/hashicorp-engineering/securing-k8s-ingress-traffic-with-hashicorp-vault-pkiaas-and-jetstack-cert-manager-cb46195742ca : title: 'medium: Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack'' Cert-Manager' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack'' Cert-Manager in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033788.644226 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:08.644226+02:00' ? https://medium.com/hashicorp-engineering/terraform-for-network-engineers-should-you-be-implementing-infrastructure-as-code-73667d27d3b8 : title: 'medium: Terraform for Network Engineers: Should you be implementing Infrastructure'' as Code?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Terraform for Network Engineers: Should you be implementing Infrastructure'' as Code? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032877.749535 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:57.749535+02:00' https://medium.com/hepsiburadatech/hepsiburada-search-engine-on-kubernetes-1fe03a3e71a3: title: 'medium.com/hepsiburadatech: Hepsiburada Search Engine on Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/hepsiburadatech: Hepsiburada Search Engine on Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033759.136305 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:39.136305+02:00' https://medium.com/hookdeck/introduction-to-message-queues-20d00373cc1f: title: "medium: Introduction to Message Queues \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Introduction to Message Queues \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032293.125826 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:13.125826+02:00' https://medium.com/how-tos/how-to-provisioning-dashboards-in-grafana-via-kubernetes-5d261508658d: title: 'medium.com/how-tos: How To Provisioning Dashboards In Grafana via Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/how-tos: How To Provisioning Dashboards In Grafana via Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.42912 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.429120+02:00' ? https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/installing-monitoring-module-on-ibm-cloud-pak-for-multicloud-management-v1-3-0-58e5d3e5e047 : title: 'medium: Installing Monitoring Module on IBM Cloud Pak for MultiCloud Management' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033084.313541 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ibm_cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.313541+02:00' https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/tagged/cp4mcm: title: 'medium: tagged/cp4mcm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: tagged/cp4mcm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033046.470196 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:46.470196+02:00' https://medium.com/ibm-garage/its-time-to-stop-making-microservices-the-goal-of-modernization-71758b400287: title: 'medium: It’s time to stop making “Microservices” the goal of modernization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: It’s time to stop making “Microservices” the goal of modernization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029138.124794 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md v2_locations: - faq.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:38.124794+02:00' https://medium.com/illuminations-mirror/basic-networking-and-communication-between-pods-in-kubernetes-2e1627b03a87: title: 'medium.com/illuminations-mirror: Basic | Networking and Communication Between'' Pods in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/illuminations-mirror: Basic | Networking and Communication Between'' Pods in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029113.097476 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:13.097476+02:00' https://medium.com/infracloud-technologies/prometheus-ha-with-thanos-sidecar-or-receiver-2c8d0e585ff1: title: 'medium.com: Prometheus HA with Thanos Sidecar Or Receiver?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Prometheus HA with Thanos Sidecar Or Receiver? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034322.601064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:02.601064+02:00' https://medium.com/inside-personio/graceful-shutdown-of-fpm-and-nginx-in-kubernetes-f362369dff22: title: 'medium: Graceful shutdown of fpm and nginx in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Graceful shutdown of fpm and nginx in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032968.824116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:28.824116+02:00' https://medium.com/interviewnoodle/shift-from-monolith-to-cqrs-a34bab75617e: title: "==medium.com/interviewnoodle: Shift from Monolith to CQRS== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/interviewnoodle: Shift from Monolith to CQRS== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030934.26114 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:34.261140+02:00' https://medium.com/is-it-observable/how-to-collect-metrics-in-a-kubernetes-cluster-9ad4a69aafb0: title: 'medium.com/is-it-observable: How to collect metrics in a Kubernetes cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/is-it-observable: How to collect metrics in a Kubernetes cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029949.84733 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:09.847330+02:00' https://medium.com/israeli-tech-radar/how-to-create-a-monitoring-stack-using-kube-prometheus-stack-part-1-eff8bf7ba9a9: title: 'medium.com/israeli-tech-radar: How to create a Monitoring Stack using Kube-Prometheus-stack'' (Part 1)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/israeli-tech-radar: How to create a Monitoring Stack using Kube-Prometheus-stack'' (Part 1) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031559.175573 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:59.175573+02:00' https://medium.com/israeli-tech-radar/karpenter-and-the-future-of-kubernetes-4ab7428b7f87: title: 'medium.com/israeli-tech-radar: Karpenter, and the future of Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/israeli-tech-radar: Karpenter, and the future of Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.577397 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.577397+02:00' https://medium.com/itnext/atomic-configmap-updates-in-kubernetes-how-symlinks-and-kubelet-make-it-happen-21a44338c247: title: 'Atomic ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It'' Happen' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Atomic ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It'' Happen in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034235.002974 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.002974+02:00' https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c: title: 'medium.com/gquiman: K8Studio, Helm and Kubernetes management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/gquiman: K8Studio, Helm and Kubernetes management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030688.347425 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md - docs/kubernetes-tools.md v2_locations: - helm.md - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:28.347425+02:00' https://medium.com/jaegertracing/jaeger-and-opentelemetry-1846f701d9f2: title: 'medium: Jaeger VS OpenTracing VS OpenTelemetry' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Jaeger VS OpenTracing VS OpenTelemetry in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031414.414817 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:34.414817+02:00' https://medium.com/jaegertracing/jaeger-clients-and-w3c-trace-context-c2ce1b9dc390: title: 'medium: Using Jaeger and OpenTelemetry SDKs in a mixed environment with'' W3C Trace-Context' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Using Jaeger and OpenTelemetry SDKs in a mixed environment with'' W3C Trace-Context in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032920.299501 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:40.299501+02:00' https://medium.com/jaegertracing/jaeger-embraces-opentelemetry-collector-90a545cbc24: title: "medium.com: **Jaeger embraces OpenTelemetry collector** \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032162.909293 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:02.909293+02:00' https://medium.com/jamf-engineering/how-three-lines-of-configuration-solved-our-grpc-scaling-issues-in-kubernetes-ca1ff13f7f06: title: "==medium.com/jamf-engineering: How three lines of configuration solved our' gRPC scaling issues in Kubernetes== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/jamf-engineering: How three lines of configuration solved our' gRPC scaling issues in Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033947.433064 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:47.433064+02:00' https://medium.com/javarevisited/10-best-java-microservices-courses-with-spring-boot-and-spring-cloud-6d04556bdfed: title: 'medium.com/javarevisited: 11 Best Java Microservices Courses with Spring'' Boot and Spring Cloud in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: 11 Best Java Microservices Courses with Spring'' Boot and Spring Cloud in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.384258 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/elearning.md v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.384258+02:00' https://medium.com/javarevisited/10-free-spring-boot-tutorials-and-courses-for-java-developers-53dfe084587e: title: 10 Free Spring Boot Courses and Tutorials for Java Developers description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering 10 Free Spring Boot Courses and Tutorials for Java Developers in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031982.893385 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/faq.md - docs/java_frameworks.md v2_locations: - faq.md - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:02.893385+02:00' https://medium.com/javarevisited/10-microservices-design-principles-every-developer-should-know-44f2f69e960f: title: "==medium.com/javarevisited: Top 10 Microservices Design Principles and Best' Practices for Experienced Developers== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited: Top 10 Microservices Design Principles and Best' Practices for Experienced Developers== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030688.346456 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:28.346456+02:00' https://medium.com/javarevisited/50-java-collections-interview-questions-for-beginners-and-experienced-programmers-4d2c224cc5ab: title: 50+ Java Collections Interview Questions for Beginners and Experienced Programmers description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering 50+ Java Collections Interview Questions for Beginners and Experienced Programmers in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031086.59358 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:06.593580+02:00' https://medium.com/javarevisited/7-best-books-to-learn-design-patterns-for-java-programmers-5627b93eefdb: title: 'medium: 7 Best Java Design Pattern Books for Beginners and Experienced Programmers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 7 Best Java Design Pattern Books for Beginners and Experienced Programmers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031031.499786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devel-sites.md v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:11.499786+02:00' https://medium.com/javarevisited/7-best-courses-to-master-git-and-github-for-programmers-d671859a68b2: title: 'medium: 7 Best Courses to Master Git and Github for Programmers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 7 Best Courses to Master Git and Github for Programmers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032254.669663 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:34.669663+02:00' https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc: title: 'medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in'' 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in'' 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030422.405342 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tutorials.md - docs/kubernetes.md v2_locations: - kubernetes-tutorials.md - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:02.405342+02:00' https://medium.com/javarevisited/best-https-ssl-and-tls-courses-for-beginners-4437661250b3: title: 'medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners'' in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners'' in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031735.332049 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/networking.md v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:55.332049+02:00' https://medium.com/javarevisited/distributed-transaction-management-in-microservices-part-1-bb7dc1fbee9f: title: "medium.com/javarevisited: Distributed Transaction Management in Microservices' — Part 1 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/javarevisited: Distributed Transaction Management in Microservices' — Part 1 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032216.761686 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:56.761686+02:00' https://medium.com/javarevisited/do-you-know-about-the-different-microservices-frameworks-for-java-90b61f8cdbd7: title: "medium.com/javarevisited: Do you know about the different microservices' frameworks for Java? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/javarevisited: Do you know about the different microservices' frameworks for Java? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031190.12138 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:50.121380+02:00' https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c533088d2a: title: "==medium.com/javarevisited: Logging in Java — Log4j vs Logback vs SLF4J==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited: Logging in Java — Log4j vs Logback vs SLF4J==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029899.088792 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:19.088792+02:00' https://medium.com/javarevisited/microservices-communication-part-1-every-programmer-must-know-7c6607d2d563: title: "==medium.com/javarevisited: Microservices Communication part 1-every programmer' must know== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited: Microservices Communication part 1-every programmer' must know== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030172.033887 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:52.033887+02:00' https://medium.com/javarevisited/microservices-communication-part-2-sync-vs-async-vs-hybrid-23d057e137d8: title: 'medium.com/javarevisited: Microservices Communication — part 2— Sync vs'' Async vs Hybrid?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: Microservices Communication — part 2— Sync vs'' Async vs Hybrid? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031645.256796 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:25.256796+02:00' https://medium.com/javarevisited/microservices-communication-using-grpc-protocol-dc3a2f8b648d: title: '==medium.com/javarevisited: Microservices communication using gRPC Protocol==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/javarevisited: Microservices communication using gRPC Protocol== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031450.785736 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md - docs/introduction.md v2_locations: - api.md - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:10.785736+02:00' https://medium.com/javarevisited/podman-getting-started-e7fc06961994: title: 'medium: Podman: Getting Started' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Podman: Getting Started in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031499.316163 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:59.316163+02:00' ? https://medium.com/javarevisited/top-15-online-courses-to-learn-docker-kubernetes-and-aws-for-fullstack-developers-and-devops-d8cc4f16e773 : title: 'medium.com: Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for'' Fullstack Developers and DevOps Engineers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for'' Fullstack Developers and DevOps Engineers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030861.530566 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:21.530566+02:00' https://medium.com/javarevisited/top-5-courses-to-learn-microservices-in-java-and-spring-framework-e9fed1ba804d: title: 'medium.com: Top 10 Courses to Learn Microservices in Java and Spring Framework' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Top 10 Courses to Learn Microservices in Java and Spring Framework in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.34937 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.349370+02:00' https://medium.com/javarevisited/top-5-frameworks-java-developers-can-learn-for-microservices-development-in-2022-848da66d6651: title: 'medium.com/javarevisited: Top 5 Frameworks Java developers can learn for'' Microservices Development in 2022' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: Top 5 Frameworks Java developers can learn for'' Microservices Development in 2022 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031793.49865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:53.498650+02:00' https://medium.com/javarevisited/top-performance-issues-every-developer-architect-must-know-part-1-fc1ad6e1644b: title: '==medium.com/javarevisited: Top Performance issues every developer/architect'' must know — part 1-Database==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/javarevisited: Top Performance issues every developer/architect'' must know — part 1-Database== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.336281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.336281+02:00' https://medium.com/javarevisited/why-microservices-are-not-silver-bullet-10-reasons-for-not-using-microservices-74f7c0fa98c: title: 'medium.com/javarevisited: Why Microservices are not silver bullet? 10 Reasons'' for NOT using Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited: Why Microservices are not silver bullet? 10 Reasons'' for NOT using Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033024.77786 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:24.777860+02:00' https://medium.com/jumia-tech/immutable-infrastructure-gitops-18d644f9c7cb: title: "medium.com/jumia-tech: Immutable Infrastructure & GitOps \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/jumia-tech: Immutable Infrastructure & GitOps \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029374.191055 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:34.191055+02:00' https://medium.com/k0sproject/k0s-optimizes-start-time-adds-cluster-level-backup-restore-and-more-8ffef894a1ae: title: 'medium: k0s Optimizes Start Time, Adds Cluster Level Backup/Restore and'' More' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: k0s Optimizes Start Time, Adds Cluster Level Backup/Restore and'' More in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031979.494419 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:59.494419+02:00' https://medium.com/k0sproject/k0s-ready-for-production-20255c4b0791: title: 'medium: k0s Ready for Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: k0s Ready for Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032789.773374 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:29.773374+02:00' https://medium.com/k0sproject/k0s-supports-kubernetes-1-22-a498e41bf5af: title: 'medium: K0s Supports Kubernetes 1.22' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: K0s Supports Kubernetes 1.22 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031428.920054 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:48.920054+02:00' https://medium.com/k8slens/eliminating-kubernetes-complexity-for-developers-using-lens-5c199e5aff4e: title: 'medium.com/k8slens: Eliminating Kubernetes Complexity for Developers Using'' Lens' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens: Eliminating Kubernetes Complexity for Developers Using'' Lens in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030207.217132 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:27.217132+02:00' https://medium.com/k8slens/how-to-give-developers-secure-access-to-kubernetes-clusters-c6025f0dd288: title: 'medium: How To Give Developers Secure Access to Kubernetes Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How To Give Developers Secure Access to Kubernetes Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032551.942521 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:31.942521+02:00' https://medium.com/k8slens/lens-5-released-f7e58e8842cf: title: 'medium: Lens 5 Released' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Lens 5 Released in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030228.322112 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:48.322112+02:00' https://medium.com/k8slens/lens-6-released-vision-for-the-future-new-subscription-model-and-features-available-628ff21fe14a: title: 'medium.com/k8slens: Lens 6 Released, Vision for the Future, New Subscription'' Model and Features Available' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens: Lens 6 Released, Vision for the Future, New Subscription'' Model and Features Available in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032793.174792 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:33.174792+02:00' https://medium.com/k8slens/lens-kubernetes-is-all-you-need-in-the-development-env-to-build-ship-and-run-5c1980a12fcf: title: 'medium.com/k8slens: Lens Kubernetes is all you need in the development env'' to build, ship, and run' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens: Lens Kubernetes is all you need in the development env'' to build, ship, and run in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030854.219531 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.219531+02:00' https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-kapitan-b3c596eab088: title: 'medium: Declarative secret management for GitOps with Kapitan' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Declarative secret management for GitOps with Kapitan in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032034.460482 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.460482+02:00' https://medium.com/keptn/dora-metrics-automatically-for-all-your-kubernetes-workloads-42225f4b8515: title: 'medium.com/keptn: DORA metrics: automatically, for all your Kubernetes workloads' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/keptn: DORA metrics: automatically, for all your Kubernetes workloads in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.42146 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.421460+02:00' https://medium.com/keptn/keptn-0-6-0-my-top-5-favorite-improvements-242d8ac1abfe: title: 'medium: Keptn 0.6.0 — My top 5 favorite improvements' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Keptn 0.6.0 — My top 5 favorite improvements in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031381.517827 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/keptn.md v2_locations: - keptn.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:01.517827+02:00' https://medium.com/kernel-space/kubeshark-wireshark-for-kubernetes-4069a5f5aa3d: title: 'medium.com/kernel-space: KubeShark: Wireshark for Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kernel-space: KubeShark: Wireshark for Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.336042 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.336042+02:00' https://medium.com/kialiproject: title: 'medium.com: kiali project' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: kiali project in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032949.834432 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:09.834432+02:00' https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali-health-configuration-3c91852c1bfe: title: 'medium.com: Increasing observability on Istio: The new Kiali health configuration' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Increasing observability on Istio: The new Kiali health configuration in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030970.770221 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:10.770221+02:00' https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad: title: 'medium: Troubleshooting Envoy with Kiali' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Troubleshooting Envoy with Kiali in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030805.692662 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:25.692662+02:00' https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-aks-cluster-7b6386492d56: title: 'medium.com/kocsistem: Installation Internal Nginx Ingress for a Private'' AKS Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kocsistem: Installation Internal Nginx Ingress for a Private'' AKS Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.448536 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.448536+02:00' https://medium.com/kubecost/prometheus-grafana-configuration-query-examples-885b91b6ca6: title: "medium.com/kubecost: Prometheus Grafana: configuration & query examples' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/kubecost: Prometheus Grafana: configuration & query examples' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.682549 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.682549+02:00' https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5: title: 'medium.com/kubehub: A Series on Bash Scripting' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubehub: A Series on Bash Scripting in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029168.829915 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/linux.md v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:08.829915+02:00' https://medium.com/kubernetes-deveops/kubernetes-deploying-application-with-persistent-storage-5068767e25f3: title: 'medium.com/kubernetes-deveops: Kubernetes — Deploying Application with Persistent'' Storage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubernetes-deveops: Kubernetes — Deploying Application with Persistent'' Storage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034330.353293 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:10.353293+02:00' https://medium.com/kubernetes-tutorials/cluster-level-logging-in-kubernetes-with-fluentd-e59aa2b6093a: title: 'medium.com/kubernetes-tutorials: Cluster-level Logging in Kubernetes with'' Fluentd' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubernetes-tutorials: Cluster-level Logging in Kubernetes with'' Fluentd in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034326.318007 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:06.318007+02:00' https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-management-in-kubernetes-67f158da6e59: title: 'medium: Efficient Node Out-of-Resource Management in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Efficient Node Out-of-Resource Management in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031037.196626 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.196626+02:00' https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664804211501: title: 'medium: Kubernetes DNS for Services and Pods' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes DNS for Services and Pods in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030132.279602 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.279602+02:00' https://medium.com/kubernetes-tutorials/making-sense-of-taints-and-tolerations-in-kubernetes-446e75010f4e: title: 'medium: Making Sense of Taints and Tolerations in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Making Sense of Taints and Tolerations in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034272.970027 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:12.970027+02:00' https://medium.com/kubeshop-i/monokle-1-5-0-release-kubeshop-95f574563c79: title: 'medium.com/kubeshop-i: Monokle 1.5.0 Release' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i: Monokle 1.5.0 Release in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030980.927125 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:20.927125+02:00' https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050fcc91db: title: 'medium.com/kubeshop-i: Monokle, Helm & Quality Kubernetes Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i: Monokle, Helm & Quality Kubernetes Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031351.781865 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:31.781865+02:00' https://medium.com/kubeshop-i/monokle-vs-lens-vs-k9s-1d5d94d84b5c: title: "medium.com/kubeshop-i: Monokle vs. Lens vs. K9s \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/kubeshop-i: Monokle vs. Lens vs. K9s \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030000.183939 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-based-devel.md v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:00.183939+02:00' https://medium.com/kubeshop-i/rapidly-prototype-your-apis-on-kubernetes-with-kusk-gateway-kubeshop-4006f030e8e4: title: "medium.com/kubeshop-i: Rapidly prototype your APIs on Kubernetes with Kusk' Gateway — Kubeshop \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/kubeshop-i: Rapidly prototype your APIs on Kubernetes with Kusk' Gateway — Kubeshop \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.374544 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.374544+02:00' https://medium.com/kubeshop-i/top-8-open-source-observability-testing-tools-9341a361a634: title: 'medium.com/kubeshop-i: Top 8 Open-Source Observability & Testing Tools' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i: Top 8 Open-Source Observability & Testing Tools in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034313.450861 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/monitoring.md v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:53.450861+02:00' https://medium.com/kudos-engineering/migrating-our-cron-jobs-to-kubernetes-8597032d7622: title: 'medium.com/kudos-engineering: Migrating our cron jobs to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/kudos-engineering: Migrating our cron jobs to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029992.768421 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:52.768421+02:00' https://medium.com/leapp-cloud/top-10-uncommon-devops-tools-you-should-know-91dadde9777e: title: 'medium.com/leapp-cloud: Top 10 uncommon DevOps tools you should know' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/leapp-cloud: Top 10 uncommon DevOps tools you should know in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033772.784552 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops-tools.md v2_locations: - devops-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:52.784552+02:00' https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step-function-failures-dba51b4e8e99: title: 'medium.com/lego-engineering: A Journey into Serverless and Handling Step'' Function Failures' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/lego-engineering: A Journey into Serverless and Handling Step'' Function Failures in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031826.932945 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-serverless.md v2_locations: - aws-serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:26.932945+02:00' https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-openshift-ae778059a90e: title: 'medium.com: The Differences Between Kubernetes and Openshift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: The Differences Between Kubernetes and Openshift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033084.300021 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.300021+02:00' https://medium.com/lightricks-tech-blog/step-by-step-guide-how-to-create-a-dynamic-service-endpoint-via-k8s-api-1024309cb226: title: 'medium.com/lightricks-tech-blog: Step by Step Guide: How to create a Dynamic'' Service Endpoint via K8S API' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/lightricks-tech-blog: Step by Step Guide: How to create a Dynamic'' Service Endpoint via K8S API in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032289.677724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:09.677724+02:00' https://medium.com/lightspeed-venture-partners/why-grafana-part-ii-2e7e42e0f7bb: title: 'medium: Why Grafana: Part II' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Why Grafana: Part II in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030682.961215 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/grafana.md v2_locations: - grafana.md youtube_mosaic: {} discovered_at: '2026-05-17T17:11:22.961215+02:00' https://medium.com/lightstephq/devops-observability-and-the-need-to-tear-down-organizational-boundaries-f5d25755ff3a: title: "medium.com: DevOps, Observability, and the need to tear down organizational' boundaries \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com: DevOps, Observability, and the need to tear down organizational' boundaries \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032644.306981 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:04.306981+02:00' https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c: title: 'medium: Deploying Open Policy Agent (OPA) on a GKE cluster — Step by Step' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Deploying Open Policy Agent (OPA) on a GKE cluster — Step by Step in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029369.327958 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:29.327958+02:00' ? https://medium.com/linux-shots/configmap-secret-reloader-automatically-add-reload-data-from-configmap-secret-to-deployments-dc245e06b92c : title: 'medium.com/linux-shots: ConfigMap Reloader — Automatically reload new data'' from ConfigMap/Secret to deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots: ConfigMap Reloader — Automatically reload new data'' from ConfigMap/Secret to deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031031.512389 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:11.512389+02:00' https://medium.com/linux-shots/debug-kubernetes-pods-using-ephemeral-container-f01378243ff: title: 'medium.com/linux-shots: Debug Kubernetes Pods Using Ephemeral Container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots: Debug Kubernetes Pods Using Ephemeral Container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034034.51208 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:14.512080+02:00' https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernetes-cluster-44756c1126c8: title: 'medium.com/linux-shots: Find Deprecated API Resources used in a Kubernetes'' Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots: Find Deprecated API Resources used in a Kubernetes'' Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030856.450769 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:16.450769+02:00' https://medium.com/linux-shots/kubernetes-ingress-as-reverse-proxy-to-application-running-outside-cluster-206b6003f9cb: title: 'medium.com/linux-shots: Kubernetes ingress as reverse proxy to Application'' running outside cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots: Kubernetes ingress as reverse proxy to Application'' running outside cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034454.090513 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.090513+02:00' https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407cd9c43: title: 'medium.com/linux-shots: Use PostgreSQL database as backend storage for helm' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots: Use PostgreSQL database as backend storage for helm in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033750.7946 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:02:30.794600+02:00' https://medium.com/lonto-digital-services-integrator/why-we-developed-own-kubernetes-controller-to-copy-secrets-e46368ae6db9: title: 'medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes'' Controller to Copy Secrets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes'' Controller to Copy Secrets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032922.346871 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:42.346871+02:00' https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-applications-9c4235acf99e: title: 'medium: Create Helm Charts to manage Kubernetes applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Create Helm Charts to manage Kubernetes applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030189.436504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:09.436504+02:00' https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traffic-using-istio-gateway-1a1e6ebd8805: title: 'medium.com/marionete: How to expose Kubernetes services to external traffic'' using Istio Gateway' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/marionete: How to expose Kubernetes services to external traffic'' using Istio Gateway in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031752.504065 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:12.504065+02:00' https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-driven-architecture-51a6542c0d86: title: 'medium.com/mcdonalds-technical-blog: Behind the scenes: McDonald’s event-driven'' architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/mcdonalds-technical-blog: Behind the scenes: McDonald’s event-driven'' architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030090.946335 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:30.946335+02:00' https://medium.com/mcdonalds-technical-blog/mcdonalds-event-driven-architecture-the-data-journey-and-how-it-works-4591d108821f: title: 'medium.com/mcdonalds-technical-blog: McDonald’s event-driven architecture:'' The data journey and how it works' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/mcdonalds-technical-blog: McDonald’s event-driven architecture:'' The data journey and how it works in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.449549 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.449549+02:00' https://medium.com/medialesson/assigning-azure-built-in-roles-vs-azure-ad-built-in-roles-with-azure-cli-d1cbf56fcdbe: title: 'medium.com/medialesson: Assigning Azure built-in roles vs Azure AD built-in'' roles with Azure CLI' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/medialesson: Assigning Azure built-in roles vs Azure AD built-in'' roles with Azure CLI in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032087.680139 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:47.680139+02:00' https://medium.com/medialesson/create-azure-active-directory-app-registration-with-azure-cli-3241aa3824c5: title: '==medium.com/medialesson: Create Azure Active Directory App Registration'' with Azure CLI==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/medialesson: Create Azure Active Directory App Registration'' with Azure CLI== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032483.457365 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:23.457365+02:00' https://medium.com/microservicegeeks/introduction-to-event-driven-architecture-e94ef442d824: title: "medium: Introduction to Event-Driven Architecture \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Introduction to Event-Driven Architecture \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031554.878398 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:54.878398+02:00' https://medium.com/microservices-for-net-developers/what-is-microservices-and-why-is-it-different-fac017cb8cf4: title: "medium: What is microservices and why is it different? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: What is microservices and why is it different? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029883.462349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:03.462349+02:00' https://medium.com/microservices-in-practice/microservices-in-practice-7a3e85b6624c: title: "medium: Pragmatic Microservices \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Pragmatic Microservices \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034504.485847 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:04.485847+02:00' https://medium.com/microservices-learning/how-to-implement-security-for-microservices-89b140d3e555: title: '==medium.com/microservices-learning: How to implement security for microservices==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/microservices-learning: How to implement security for microservices== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029805.138752 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:56:45.138752+02:00' https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-single-cluster-when-to-use-what-abd2c22c2825: title: 'medium: AKS — different load balancing options. When to use what?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AKS — different load balancing options. When to use what? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030295.738259 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:04:55.738259+02:00' ? https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1 : title: "medium.com/microsoftazure: Automating Managed Prometheus and Grafana with' Terraform for scalable observability on Azure Kubernetes Service and Istio \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/microsoftazure: Automating Managed Prometheus and Grafana with' Terraform for scalable observability on Azure Kubernetes Service and Istio \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031642.222409 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:22.222409+02:00' https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a: title: 'medium: Going multicloud with kubernetes and Azure Front Door' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Going multicloud with kubernetes and Azure Front Door in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031181.217181 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:41.217181+02:00' https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c: title: "medium: Secure your Microservices on AKS — Part 2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030787.586878 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:13:07.586878+02:00' ? https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d : title: 'medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone'' for Azure' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone'' for Azure in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034450.048808 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:10.048808+02:00' https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321: title: 'medium.com/mindboard: What is Autoscaling in Kubernetes?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/mindboard: What is Autoscaling in Kubernetes? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030020.590184 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:20.590184+02:00' https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work-with-835428a1e01e: title: 'medium.com/mlearning-ai: The Best Object Detection Libraries That I Work'' With' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/mlearning-ai: The Best Object Detection Libraries That I Work'' With in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032166.723394 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:06.723394+02:00' https://medium.com/mycloudseries/must-haves-for-your-kubernetes-cluster-to-be-production-ready-dc7d1d18c4a2: title: 'medium.com/mycloudseries: Must-haves for your Kubernetes Cluster to be Production'' Ready' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/mycloudseries: Must-haves for your Kubernetes Cluster to be Production'' Ready in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030401.010724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:41.010724+02:00' https://medium.com/nerd-for-tech/building-a-two-tier-architecture-for-high-availability-using-terraform-ae6296fb2126: title: 'medium.com/nerd-for-tech: Building a Two-Tier Architecture for High Availability'' using Terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech: Building a Two-Tier Architecture for High Availability'' using Terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033823.353899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.353899+02:00' https://medium.com/nerd-for-tech/common-kubernetes-errors-made-by-beginners-274b50e18a01: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.162451 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.162451+02:00' https://medium.com/nerd-for-tech/deep-dive-into-thanos-part-i-f72ecba39f76: title: 'medium.com/nerd-for-tech: Deep Dive into Thanos-Part I | Pavan Kumar' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030577.785007 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:09:37.785007+02:00' https://medium.com/nerd-for-tech/etcd-the-easy-way-4c01e243f285: title: 'medium: ETCD - the Easy Way | Vaibhav Rajput' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: ETCD - the Easy Way | Vaibhav Rajput in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029116.145952 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:16.145952+02:00' https://medium.com/nerd-for-tech/exploring-kubernetes-node-architecture-3a36df6ae034: title: 'medium: Exploring Kubernetes Node Architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Exploring Kubernetes Node Architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031106.9435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:26.943500+02:00' https://medium.com/nerd-for-tech/kubernetes-declaratively-deploying-infrastructure-iac-789f14d999c6: title: 'medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure'' (IaC)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure'' (IaC) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034104.987397 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/iac.md v2_locations: - iac.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:24.987397+02:00' https://medium.com/nerd-for-tech/kubernetes-deploying-nginx-with-a-configmap-e8a2fe59bcb1: title: 'medium.com/nerd-for-tech: Kubernetes: Deploying NGINX with a ConfigMap |'' Chanel Jemmott' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech: Kubernetes: Deploying NGINX with a ConfigMap |'' Chanel Jemmott in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030231.908301 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:51.908301+02:00' https://medium.com/nerd-for-tech/one-cka-ckad-cks-requirement-mastering-kubectl-85486bc0a3aa: title: 'medium: One CKA/CKAD/CKS requirement: Mastering Kubectl' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: One CKA/CKAD/CKS requirement: Mastering Kubectl in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034345.596113 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:25.596113+02:00' https://medium.com/nerd-for-tech/persistence-with-kubernetes-46f039d9a2ad: title: 'medium.com/nerd-for-tech: Persistence with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech: Persistence with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032762.222604 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:02.222604+02:00' https://medium.com/nerd-for-tech/pki-certs-injection-to-k8s-pods-with-vault-agent-injector-d97482b48f3d: title: 'medium.com/nerd-for-tech: PKI Certs Injection to K8s Pods with Vault Agent'' Injector' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech: PKI Certs Injection to K8s Pods with Vault Agent'' Injector in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034454.119423 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:14.119423+02:00' https://medium.com/nerd-for-tech/running-services-with-knative-kong-3135c0d94dfa: title: 'medium: Running services with Knative & Kong' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Running services with Knative & Kong in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.220902 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.220902+02:00' https://medium.com/nerd-for-tech/terraforming-the-gitops-way-9417cf4abf58: title: '==medium.com/nerd-for-tech: Terraforming the GitOps Way !!!==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/nerd-for-tech: Terraforming the GitOps Way !!!== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033658.159945 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:58.159945+02:00' https://medium.com/nerds-malt/choosing-a-ci-that-grows-at-the-same-pace-as-a-scale-up-f4e1c0648084: title: "medium: Choosing a CI that grows at the same pace as a scale-up \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Choosing a CI that grows at the same pace as a scale-up \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.217907 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.217907+02:00' https://medium.com/netcracker/version-control-of-configuration-files-using-kubernetes-21673766203: title: 'medium.com/netcracker: Version Control of Configuration Files Using Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/netcracker: Version Control of Configuration Files Using Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034101.463086 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:21.463086+02:00' https://medium.com/netpremacy-global-services/the-beginning-of-the-end-for-terraform-cfffcd2c5420: title: 'medium.com/netpremacy-global-services: The beginning of the end for Terraform?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/netpremacy-global-services: The beginning of the end for Terraform? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033169.71623 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:52:49.716230+02:00' https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763: title: 'medium: Kubernetes, a practical introduction' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes, a practical introduction in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030230.383151 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:50.383151+02:00' https://medium.com/ni-tech-talk/creating-customized-kubernetes-pod-templates-using-groovy-in-jenkins-pipeline-7007f023a585: title: "medium.com/ni-tech-talk: Creating Customized Kubernetes Pod Templates using' Groovy in Jenkins Pipeline \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/ni-tech-talk: Creating Customized Kubernetes Pod Templates using' Groovy in Jenkins Pipeline \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031799.988429 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:59.988429+02:00' https://medium.com/nontechcompany/cool-kubernetes-command-line-plugins-4b0e50362426: title: 'medium: Cool Kubernetes command line plugins' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Cool Kubernetes command line plugins in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030028.677964 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:28.677964+02:00' https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533cfb4ff2: title: 'medium: Upgrading Kubernetes The Hard Way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Upgrading Kubernetes The Hard Way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029590.098768 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:10.098768+02:00' https://medium.com/nordnet-tech/setting-java-heap-size-inside-a-docker-container-b5a4d06d2f46: title: 'medium.com/nordnet-tech: Setting Java Heap Size Inside a Docker Container' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nordnet-tech: Setting Java Heap Size Inside a Docker Container in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033243.320103 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:03.320103+02:00' https://medium.com/nordnet-tech/unlocking-kubernetes-performance-with-no-cpu-resource-limits-56d5dc33037b: title: 'medium.com/nordnet-tech: Unlocking Kubernetes Performance with no CPU Resource'' Limits' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nordnet-tech: Unlocking Kubernetes Performance with no CPU Resource'' Limits in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033617.151304 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:17.151304+02:00' https://medium.com/nttlabs/buildx-kubernetes-ad0fe59b0c64: title: 'medium.com/nttlabs: Kubernetes driver for Docker BuildX' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/nttlabs: Kubernetes driver for Docker BuildX in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033074.262166 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:14.262166+02:00' https://medium.com/nttlabs/nerdctl-359311b32d0e: title: 'medium: nerdctl: Docker-compatible CLI for contaiNERD' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: nerdctl: Docker-compatible CLI for contaiNERD in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031979.486287 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:32:59.486287+02:00' https://medium.com/nycdev/understanding-docker-volumes-mounts-and-layers-9fa17befa493: title: 'medium: Understanding Docker Volumes, Mounts and Layers and How to Manage'' Data in Containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Understanding Docker Volumes, Mounts and Layers and How to Manage'' Data in Containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031566.852495 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:06.852495+02:00' https://medium.com/okteto/beginners-guide-to-kubernetes-deployments-50f066d95d2b: title: 'medium.com/okteto: Beginner’s Guide to Kubernetes Deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/okteto: Beginner’s Guide to Kubernetes Deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033674.920702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:14.920702+02:00' https://medium.com/omio-engineering/cpu-limits-and-aggressive-throttling-in-kubernetes-c5b20bd8a718: title: 'medium.com/omio-engineering: CPU limits and aggressive throttling in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/omio-engineering: CPU limits and aggressive throttling in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.623891 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.623891+02:00' https://medium.com/open-devops-academy/kubernetes-inject-the-values-of-a-configmap-in-a-container-as-a-volume-628c39f3ea43: title: 'medium.com/open-devops-academy: Learn Kubernetes: ConfigMap — Inject the'' values of a ConfigMap in a container as a volume' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/open-devops-academy: Learn Kubernetes: ConfigMap — Inject the'' values of a ConfigMap in a container as a volume in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032762.243624 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:02.243624+02:00' https://medium.com/opentelemetry/opentelemetry-specification-v1-0-0-tracing-edition-72dd08936978: title: 'medium: OpenTelemetry Specification v1.0.0, Tracing Edition' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: OpenTelemetry Specification v1.0.0, Tracing Edition in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031752.457829 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:12.457829+02:00' https://medium.com/opstalk/securing-containers-with-red-hat-quay-and-clair-part-i-bcec8d170536: title: 'medium: Securing Containers with Red Hat Quay and Clair — Part I' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Securing Containers with Red Hat Quay and Clair — Part I in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032134.528589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:34.528589+02:00' https://medium.com/opstree-technology/ansible-helm-diff-plugin-63e1cda299a3: title: "medium.com/opstree-technology: Understanding Ansible: Helm diff plugin \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/opstree-technology: Understanding Ansible: Helm diff plugin \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034347.675135 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ansible.md v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:27.675135+02:00' https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263ff: title: 'medium.com/otomi-platform: Helmfile and ArgoCD are better together' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/otomi-platform: Helmfile and ArgoCD are better together in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033100.784378 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/argo.md v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:40.784378+02:00' https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1: title: 'medium.com: A chance for NewSQL databases' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: A chance for NewSQL databases in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033397.80283 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/newsql.md - docs/nosql.md v2_locations: - newsql.md - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:56:37.802830+02:00' https://medium.com/pareture/kubernetes-bound-projected-service-account-token-volumes-might-surprise-you-434ff2cd1483: title: 'medium.com/pareture: Kubernetes Bound Projected Service Account Token Volumes'' Might Surprise You' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/pareture: Kubernetes Bound Projected Service Account Token Volumes'' Might Surprise You in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029325.434249 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:48:45.434249+02:00' https://medium.com/pareture/kubernetes-scaling-capacity-and-resource-planning-in-complex-clusters-97a6105b43a4: title: 'medium.com/pareture: Kubernetes Scaling, Capacity and Resource Planning'' in Complex Clusters' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/pareture: Kubernetes Scaling, Capacity and Resource Planning'' in Complex Clusters in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033068.031723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:08.031723+02:00' https://medium.com/path-to-software-architect/cloud-agnostic-design-925c08e1d610: title: "==medium: Cloud Agnostic Design== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Cloud Agnostic Design== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031416.256396 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/public-cloud-solutions.md v2_locations: - public-cloud-solutions.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.256396+02:00' https://medium.com/patilswapnilv/getting-started-with-kubernetes-networking-7e10623fc78f: title: "==medium.com/patilswapnilv: Getting Started with Kubernetes Networking==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/patilswapnilv: Getting Started with Kubernetes Networking==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030069.193292 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:09.193292+02:00' https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods-29988fad6ed: title: 'medium.com/paypal-tech: Scaling Kubernetes to Over 4k Nodes and 200k Pods' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/paypal-tech: Scaling Kubernetes to Over 4k Nodes and 200k Pods in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030132.303745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:02:12.303745+02:00' ? https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38 : title: "medium.com/performance-engineering-for-the-ordinary-barbie: Why profiling should be part of regular software development workflow \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: 'Explores the engineering benefits of integrating continuous runtime code profiling (CPU, Heap Allocation, Thread Locks) into developer workflows. Curator Insight: Advocacy for persistent tracing profiles. Live Grounding: Invaluable for diagnosing microservice memory leaks before deploying changes to live users.' language: English resource_type: Blog Post complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Performance Engineering - Profiling - Development Workflow - Continuous Profiling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://medium.com/picsart-engineering/prioritizing-development-efforts-with-slos-in-microservices-109ecd9b9b92: title: 'medium.com/picsart-engineering: Prioritizing Development Efforts with SLOs'' in Microservices' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/picsart-engineering: Prioritizing Development Efforts with SLOs'' in Microservices in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034484.247067 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/sre.md v2_locations: - sre.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:44.247067+02:00' https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6f735be: title: 'medium: How Pinterest runs Kafka at scale' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How Pinterest runs Kafka at scale in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033575.358779 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:35.358779+02:00' https://medium.com/pinterest-engineering/scaling-kubernetes-with-assurance-at-pinterest-a23f821168da: title: 'medium: Scaling Kubernetes with Assurance at Pinterest' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Scaling Kubernetes with Assurance at Pinterest in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033507.740261 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:27.740261+02:00' https://medium.com/pipedrive-engineering/how-we-choked-our-kubernetes-nodejs-services-932acc8cc2be: title: 'medium.com/pipedrive-engineering: How we choked our Kubernetes NodeJS services' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/pipedrive-engineering: How we choked our Kubernetes NodeJS services in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033503.582362 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.582362+02:00' https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastructure-automation-with-examples-d6d721c3d5e0: title: 'medium.com/platform-engineer: 26 Terraform Hacks for Effective Infrastructure'' Automation (With Examples)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/platform-engineer: 26 Terraform Hacks for Effective Infrastructure'' Automation (With Examples) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034391.780858 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:11.780858+02:00' https://medium.com/predictivehire/why-we-should-use-terraform-and-terragrunt-to-manage-kubernetes-with-example-code-d96aac2ff25a: title: '==medium.com/predictivehire: Why we should use Terraform and Terragrunt'' to manage Kubernetes (with example code)==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/predictivehire: Why we should use Terraform and Terragrunt'' to manage Kubernetes (with example code)== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034115.938778 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:35.938778+02:00' https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-1-cc50a3642: title: Part 1 — Exploring API objects description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033622.632094 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-client-libraries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:00:22.632094+02:00' https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-2-using-java-ceb8a5ff7920: title: Part 2 — Using the Java client framework description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034560.166139 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-client-libraries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:16:00.166139+02:00' https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-3-using-python-aea5ab16f627: title: Part 3 — Using the Python client framework description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032551.960525 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-client-libraries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:42:31.960525+02:00' https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899: title: Part 4 — Using the Go client framework description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Part 4 — Using the Go client framework in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032974.740317 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md - docs/kubernetes-client-libraries.md v2_locations: - golang.md - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:49:34.740317+02:00' https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-toc-84d751876650: title: "medium: Building stuff with the Kubernetes API — TOC \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Building stuff with the Kubernetes API — TOC \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034211.342714 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-client-libraries.md v2_locations: - kubernetes-client-libraries.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:11.342714+02:00' https://medium.com/promyze/avoid-accidental-complexity-and-technical-debt-2dc2cdf4dd4b: title: 'medium.com/promyze: Avoid accidental complexity and technical debt' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/promyze: Avoid accidental complexity and technical debt in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032462.040376 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:02.040376+02:00' https://medium.com/python-in-plain-english/testing-apis-with-python-4ca51d604ffe: title: "medium: Testing APIs with Python \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Testing APIs with Python \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.192863 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/test-automation-frameworks.md v2_locations: - test-automation-frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.192863+02:00' https://medium.com/pythoneers/mlops-tool-stack-requirement-in-machine-learning-pipeline-474b39f09dfc: title: 'medium.com/pythoneers: MLOps: Tool Stack Requirement in Machine Learning'' Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/pythoneers: MLOps: Tool Stack Requirement in Machine Learning'' Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029507.172079 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:47.172079+02:00' https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344: title: 'medium.com/qe-unit: How Google Does Monorepo (Revisited)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/qe-unit: How Google Does Monorepo (Revisited) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.419033 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.419033+02:00' https://medium.com/qe-unit/the-microservices-adoption-roadmap-e37f3f32877: title: "medium.com/qe-unit: Microservices — Do You Need Them? Are You Ready? \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/qe-unit: Microservices — Do You Need Them? Are You Ready? \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.586068 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.586068+02:00' https://medium.com/riskified-technology/from-aws-cloudformation-to-terraform-migrating-apache-kafka-32bdabdbaa59: title: 'medium: From AWS CloudFormation to Terraform: Migrating Apache Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: From AWS CloudFormation to Terraform: Migrating Apache Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033569.9349 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:29.934900+02:00' https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea: title: 'medium: Run Kubernetes Production Environment on EC2 Spot Instances With'' Zero Downtime: A Complete Guide' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Run Kubernetes Production Environment on EC2 Spot Instances With'' Zero Downtime: A Complete Guide in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034291.675746 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - kubernetes.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:31.675746+02:00' ? https://medium.com/rocco-scaramuzzi-tech/event-driven-microservice-architecture-dont-use-only-events-but-use-commands-too-b8694d370436 : title: 'medium.com/rocco-scaramuzzi-tech: Event-Driven Microservice Architecture,'' don’t use only events but use commands too!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/rocco-scaramuzzi-tech: Event-Driven Microservice Architecture,'' don’t use only events but use commands too! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030597.299639 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:57.299639+02:00' https://medium.com/rtkal/distributed-cache-design-348cbe334df1: title: 'medium.com/rtkal: Distributed Cache Design' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/rtkal: Distributed Cache Design in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033671.544136 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/caching.md v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:11.544136+02:00' https://medium.com/saas-infra/stabilize-your-kubernetes-microservices-with-the-correct-resources-settings-2071fa11495d: title: 'medium.com/saas-infra: Stabilize Kubernetes MicroServices — The Right Resources'' Settings' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/saas-infra: Stabilize Kubernetes MicroServices — The Right Resources'' Settings in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034084.201809 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:08:04.201809+02:00' https://medium.com/schibsted-engineering/ultimate-terraform-project-structure-9fc7e79f6bc6: title: "medium.com/schibsted-engineering: Ultimate Terraform project structure \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/schibsted-engineering: Ultimate Terraform project structure \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029225.452987 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:05.452987+02:00' https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6: title: 'medium: Strategies of docker images optimization' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Strategies of docker images optimization in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029563.457759 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T16:52:43.457759+02:00' https://medium.com/scout24-engineering/how-did-we-upgrade-our-eks-clusters-from-1-15-to-1-22-without-k8s-knowledge-2c96c1a94cc1: title: 'medium.com/scout24-engineering: How did we upgrade our EKS clusters from'' 1.15 to 1.22 without K8s knowledge?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/scout24-engineering: How did we upgrade our EKS clusters from'' 1.15 to 1.22 without K8s knowledge? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032549.476086 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:29.476086+02:00' https://medium.com/sda-se/kubernetes-operator-to-the-rescue-how-our-own-mongodb-operator-improved-our-deployments-6d5ba3324abc: title: 'medium.com/sda-se: Kubernetes Operator to the rescue. How our own MongoDB'' Operator improved our deployments' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/sda-se: Kubernetes Operator to the rescue. How our own MongoDB'' Operator improved our deployments in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031377.613763 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:57.613763+02:00' https://medium.com/searce/gitops-the-next-big-thing-for-devops-and-automation-2a9597e51559: title: 'medium: GitOps : The Next Big Thing for DevOps and Automation!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: GitOps : The Next Big Thing for DevOps and Automation! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032054.43926 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:14.439260+02:00' https://medium.com/searce/multibranch-and-ha-pipeline-in-jenkins-with-kaniko-on-gke-8a1e7fa93403: title: 'medium: Multibranch and HA Pipeline in Jenkins with Kaniko on GKE' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Multibranch and HA Pipeline in Jenkins with Kaniko on GKE in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032779.576696 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:19.576696+02:00' https://medium.com/searce/spinnaker-the-hard-way-278913f3f1d8: title: 'medium: Spinnaker The Hard Way' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Spinnaker The Hard Way in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032543.359541 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins-alternatives.md v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-05-17T17:42:23.359541+02:00' https://medium.com/search?q=cp4mcm: title: medium.com/search?q=cp4mcm description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering medium.com/search?q=cp4mcm in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034309.069831 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ibm_cloud.md v2_locations: - ibm_cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:49.069831+02:00' https://medium.com/seek-blog/microservices-in-go-2fc1570f6800: title: 'medium: Microservices in Go' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Microservices in Go in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034034.47626 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:14.476260+02:00' https://medium.com/serious-scrum/are-scrum-and-kanban-allies-or-enemies-9d1d27353cd7: title: 'medium: Are Scrum and Kanban Allies Or Enemies?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Are Scrum and Kanban Allies Or Enemies? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032801.894589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:41.894589+02:00' https://medium.com/serious-scrum/nine-steps-to-successfully-start-your-new-product-owner-job-b276c85e3dde: title: 'medium: Nine Steps to Successfully Start Your New Product Owner Job' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Nine Steps to Successfully Start Your New Product Owner Job in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032613.186159 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:33.186159+02:00' https://medium.com/serious-scrum/scrum-teams-that-dont-verify-their-outcomes-are-basically-waterfall-teams-cb208acdcc61: title: 'medium: Scrum Teams That Don’t Verify Their Outcomes Are Basically Waterfall'' Teams' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Scrum Teams That Don’t Verify Their Outcomes Are Basically Waterfall'' Teams in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031448.470095 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:08.470095+02:00' https://medium.com/serverless-transformation/what-a-typical-100-serverless-architecture-looks-like-in-aws-40f252cd0ecb: title: 'medium: What a typical 100% Serverless Architecture looks like in AWS!' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: What a typical 100% Serverless Architecture looks like in AWS! in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031215.604723 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:15.604723+02:00' https://medium.com/shoutloudz/microservice-developing-an-authentication-service-using-spring-boot-d421b8802712: title: 'medium.com/shoutloudz: Microservice: Developing an Authentication Service'' using Spring Boot' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/shoutloudz: Microservice: Developing an Authentication Service'' using Spring Boot in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033040.414577 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:40.414577+02:00' https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-practice-with-aws-cdk-bd0685b361f8: title: 'medium.com/simform-engineering: Infrastructure as Code and CI/CD in Practice'' with AWS CDK' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/simform-engineering: Infrastructure as Code and CI/CD in Practice'' with AWS CDK in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030348.018428 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-miscellaneous.md v2_locations: - aws-miscellaneous.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:48.018428+02:00' https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f: title: 'medium.com/siot-govtech: Kubernetes from Scratch' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/siot-govtech: Kubernetes from Scratch in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034509.680966 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:09.680966+02:00' https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms-ebd537cdfb46: title: "medium.com/slalom-build: Managing Ingress Traffic on Kubernetes Platforms' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/slalom-build: Managing Ingress Traffic on Kubernetes Platforms' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030991.034026 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:31.034026+02:00' https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa: title: 'medium.com/softwareimprovementgroup: CI/CD best practices: How to set up'' your pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/softwareimprovementgroup: CI/CD best practices: How to set up'' your pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033925.058946 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cicd.md v2_locations: - cicd.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:25.058946+02:00' https://medium.com/solo-io: title: medium.com/solo-io blog description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering medium.com/solo-io blog in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032152.601639 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:52.601639+02:00' https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce: title: 'medium.com/solo-io: Istio the Easy Way (Again!)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/solo-io: Istio the Easy Way (Again!) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033435.823542 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.823542+02:00' https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deployment-pattern-19571604e64b: title: 'medium: Multi Cloud Enterprise Deployment Pattern' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Multi Cloud Enterprise Deployment Pattern in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034288.341613 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:28.341613+02:00' https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e: title: 'medium.com/spacelift: Platform Engineering vs. DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift: Platform Engineering vs. DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030235.367387 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:55.367387+02:00' https://medium.com/spacelift/terraform-best-practices-for-better-infrastructure-management-49e0859b5537: title: 'medium.com/spacelift: Terraform Best Practices for Better Infrastructure'' Management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift: Terraform Best Practices for Better Infrastructure'' Management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031388.85178 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:08.851780+02:00' https://medium.com/spacelift/terraform-vs-kubernetes-key-differences-and-comparison-a42847e8be1c: title: 'medium.com/spacelift: Terraform vs. Kubernetes: Key Differences and Comparison' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift: Terraform vs. Kubernetes: Key Differences and Comparison in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029366.660153 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.660153+02:00' https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-using-notary-or-cosign-or-both-c25d9e79ec45: title: 'medium: Verify Container Image Signatures in Kubernetes using Notary or'' Cosign or both' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Verify Container Image Signatures in Kubernetes using Notary or'' Cosign or both in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029154.612033 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:54.612033+02:00' https://medium.com/stakater/efficiently-expose-services-on-kubernetes-494a80f88aad: title: "medium.com/stakater: Efficiently Expose Services on Kubernetes (part 1)' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com/stakater: Efficiently Expose Services on Kubernetes (part 1)' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034391.795574 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:11.795574+02:00' https://medium.com/stakater/efficiently-expose-services-on-kubernetes-part-2-c302f135f719: title: 'medium.com/stakater: Efficiently Expose Services on Kubernetes (part 2)' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030868.325814 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:28.325814+02:00' https://medium.com/stakater/gitops-for-kubernetes-with-jenkins-7db6304216e0: title: GitOps for Kubernetes with Jenkins description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering GitOps for Kubernetes with Jenkins in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033692.2732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:01:32.273200+02:00' https://medium.com/streamotion-tech-blog/visualising-the-cost-of-kubernetes-ca64f642de8c: title: 'medium.com/streamotion-tech-blog: Visualising the Cost of Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/streamotion-tech-blog: Visualising the Cost of Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034155.46032 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.460320+02:00' https://medium.com/summit-technology-group/karpenter-autoscaling-and-right-sizing-eks-nodes-bc6d2b83d48e: title: 'medium.com/summit-technology-group: Karpenter — AutoScaling and Right-Sizing'' EKS Nodes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/summit-technology-group: Karpenter — AutoScaling and Right-Sizing'' EKS Nodes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033583.458251 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:43.458251+02:00' https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-production-ce9add8e63f3: title: 'medium: 6 Lessons Learned - Migrating Application on Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 6 Lessons Learned - Migrating Application on Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034568.791983 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:08.791983+02:00' https://medium.com/swlh/a-design-analysis-of-cloud-based-microservices-architecture-at-netflix-98836b2da45f: title: 'medium: A Design Analysis of Cloud-based Microservices Architecture at Netflix' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: A Design Analysis of Cloud-based Microservices Architecture at Netflix in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034223.775724 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:23.775724+02:00' https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb: title: "medium: Apache Kafka in a Nutshell \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Apache Kafka in a Nutshell \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034041.40281 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.402810+02:00' ? https://medium.com/swlh/apache-kafka-startup-guide-system-design-architectures-notification-system-web-activity-tracker-6dcaf0cf8a7 : title: "medium: Apache Kafka Startup Guide: System Design Architectures: Notification' System, Web Activity Tracker, ELT Pipeline, Storage System \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Apache Kafka Startup Guide: System Design Architectures: Notification' System, Web Activity Tracker, ELT Pipeline, Storage System \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030499.568956 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:19.568956+02:00' https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac: title: 'medium: AWS Account Security Monitoring' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: AWS Account Security Monitoring in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029174.106144 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-monitoring.md v2_locations: - aws-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:14.106144+02:00' https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7: title: 'medium.com/swlh: AWS Config — Compliance as Code' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/swlh: AWS Config — Compliance as Code in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030931.490149 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:31.490149+02:00' https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26: title: "==medium.com/swlh: Break Down Kubernetes Server-Side Apply (Advanced kubectl)==' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/swlh: Break Down Kubernetes Server-Side Apply (Advanced kubectl)==' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031392.9116 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubectl-commands.md v2_locations: - kubectl-commands.md youtube_mosaic: {} discovered_at: '2026-05-17T17:23:12.911600+02:00' https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluster-e4cce4eb3500: title: "medium: Building the CI/CD of the Future, Creating the EKS Cluster \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Building the CI/CD of the Future, Creating the EKS Cluster \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032034.462609 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:54.462609+02:00' https://medium.com/swlh/ci-cd-pipeline-of-jenkins-using-groovy-language-with-monitoring-on-the-top-of-kubernetes-b37f962fb0ac: title: "medium: CI/CD Pipeline of Jenkins Using Groovy Language With Monitoring' on the Top of Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: CI/CD Pipeline of Jenkins Using Groovy Language With Monitoring' on the Top of Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031096.669592 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:16.669592+02:00' https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clusters-de3548124d04: title: "medium: ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032801.895713 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:41.895713+02:00' https://medium.com/swlh/consul-in-kubernetes-pushing-to-production-223506bbe8db: title: 'medium: Consul in Kubernetes — Pushing to Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Consul in Kubernetes — Pushing to Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033019.40745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:19.407450+02:00' https://medium.com/swlh/deploy-quarkus-todo-list-app-to-kubernetes-using-eclipse-jkube-c774ef6b68f0: title: 'medium: Deploy Quarkus Todo List App to Kubernetes Using Eclipse JKube' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031999.837329 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:33:19.837329+02:00' https://medium.com/swlh/deploy-your-private-docker-registry-as-a-pod-in-kubernetes-f6a489bf0180: title: 'medium.com/swlh: Deploy Your Private Docker Registry as a Pod in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/swlh: Deploy Your Private Docker Registry as a Pod in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031600.303899 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/registries.md v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:40.303899+02:00' https://medium.com/swlh/deploying-kubernetes-deciding-the-size-of-your-nodes-a115e770e09: title: 'medium: Deploying Kubernetes — Deciding the size of your nodes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Deploying Kubernetes — Deciding the size of your nodes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031671.143004 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:51.143004+02:00' https://medium.com/swlh/discovering-running-pods-by-using-dns-and-headless-services-in-kubernetes-7002a50747f4: title: Discovering Running Pods By Using DNS and Headless Services in Kubernetes description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Discovering Running Pods By Using DNS and Headless Services in Kubernetes in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030991.030273 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:16:31.030273+02:00' https://medium.com/swlh/getting-started-with-istio-524628c025: title: 'medium.com: Getting started with Istio' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Getting started with Istio in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030593.820468 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:53.820468+02:00' https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384: title: 'medium: Getting Started With Kafka on OpenShift' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Getting Started With Kafka on OpenShift in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029269.741134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.741134+02:00' https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b: title: 'medium: Guide OKD 4.5 Single Node Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Guide OKD 4.5 Single Node Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033801.755745 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:03:21.755745+02:00' https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448: title: "medium: Helm Chart — Development Guide \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Helm Chart — Development Guide \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031351.761784 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:31.761784+02:00' https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992: title: High priority request queue with HAProxy description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering High priority request queue with HAProxy in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.698286 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/web-servers.md v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.698286+02:00' https://medium.com/swlh/how-to-become-an-devops-engineer-in-2020-80b8740d5a52: title: 'medium: How to Become a DevOps Engineer in 2020 (Shane Shown)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Become a DevOps Engineer in 2020 (Shane Shown) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030084.578253 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devops.md v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:01:24.578253+02:00' https://medium.com/swlh/how-to-deploy-an-asp-net-application-with-kubernetes-3c00c5fa1c6e: title: 'medium: How to Deploy a Web Application with Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Deploy a Web Application with Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032872.676289 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:47:52.676289+02:00' https://medium.com/swlh/how-to-start-working-with-docker-containers-72b73ca60e0c: title: 'medium: How to Start Working With Docker Containers' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: How to Start Working With Docker Containers in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032728.544084 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.544084+02:00' https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47ea4d9: title: "I’m So Sorry OpenShift, I’ve Taken You for Granted \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering I’m So Sorry OpenShift, I’ve Taken You for Granted \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034269.157601 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/openshift.md v2_locations: - openshift.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:09.157601+02:00' https://medium.com/swlh/introduction-to-istio-traffic-management-6b62c86f8cb4: title: "medium: Introduction to Istio Traffic Management. Traffic Routing with Istio' by Example \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Introduction to Istio Traffic Management. Traffic Routing with Istio' by Example \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033222.537218 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:42.537218+02:00' https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2: title: "medium.com: K8s Network Policies Demystified and Simplified \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com: K8s Network Policies Demystified and Simplified \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029988.63721 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:48.637210+02:00' https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee: title: 'medium: Kong API Gateway - From Zero to Production' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kong API Gateway - From Zero to Production in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030349.928346 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/developerportals.md v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:49.928346+02:00' https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0: title: "medium: Kubernetes in a nutshell — tutorial for beginners \U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes in a nutshell — tutorial for beginners \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033030.212274 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:50:30.212274+02:00' https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c: title: "medium: Kubernetes Storage Explained \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Storage Explained \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031671.183814 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:51.183814+02:00' https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28: title: "medium: Microservices Architecture From A to Z \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Microservices Architecture From A to Z \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030461.875532 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:41.875532+02:00' https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a: title: "==medium: Multi-Tenancy Implementation using Spring Boot + Hibernate== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium: Multi-Tenancy Implementation using Spring Boot + Hibernate== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032181.881135 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:21.881135+02:00' https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296b42df005d: title: 'medium: MVP vs MDP = Viability vs Delight. What You Really Need?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: MVP vs MDP = Viability vs Delight. What You Really Need? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029130.330582 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:30.330582+02:00' https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes-and-spring-boot-743af225c24f: title: "medium: Observability With Istio, Kiali, and Grafana in Kubernetes and Spring' Boot \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Observability With Istio, Kiali, and Grafana in Kubernetes and Spring' Boot \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034501.572546 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:01.572546+02:00' https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293: title: 'medium.com: OKE Clusters from Rancher 2.0' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: OKE Clusters from Rancher 2.0 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029269.732474 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T16:47:49.732474+02:00' https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in-kubernetes-using-rancher-d01c472a10ad: title: 'medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes'' Using Rancher' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes'' Using Rancher in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034497.314811 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:57.314811+02:00' https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff: title: 'medium: quickstart ci with jenkins and docker in docker' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: quickstart ci with jenkins and docker in docker in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030655.047309 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:55.047309+02:00' https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360: title: 'medium: State of Managed Kubernetes 2020' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: State of Managed Kubernetes 2020 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031787.791838 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:29:47.791838+02:00' https://medium.com/swlh/terraform-how-to-use-conditionals-for-dynamic-resources-creation-6a191e041857: title: 'medium: Terraform: How to Use Conditionals to Dynamically Create Resources' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Terraform: How to Use Conditionals to Dynamically Create Resources in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034235.006702 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:35.006702+02:00' https://medium.com/sync-computing/top-9-lessons-learned-about-databricks-jobs-serverless-41a43e99ded5: title: 'medium.com/sync-computing: Top 9 Lessons Learned about Databricks Jobs Serverless' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/sync-computing: Top 9 Lessons Learned about Databricks Jobs Serverless in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032177.525785 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.525785+02:00' https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba71b135993b: title: 'medium: Kubernetes Tip: How Does OOMKilled Work?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Tip: How Does OOMKilled Work? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030569.290862 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:29.290862+02:00' ? https://medium.com/tailwinds-navigator/kubernetes-tip-how-statefulsets-behave-differently-than-deployments-when-node-fails-d29e36bca7d5 : title: 'medium: Kubernetes Tip: How Statefulsets Behave Differently Than Deployments'' When Node Fails?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Tip: How Statefulsets Behave Differently Than Deployments'' When Node Fails? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030561.531976 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:09:21.531976+02:00' ? https://medium.com/tailwinds-navigator/kubernetes-tip-how-to-disambiguate-a-pod-crash-to-application-or-to-kubernetes-platform-f6c1395a8d09 : title: 'medium.com: Kubernetes Tip: How To Disambiguate A Pod Crash To Application'' Or To Kubernetes Platform? (CrashLoopBackOff)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Kubernetes Tip: How To Disambiguate A Pod Crash To Application'' Or To Kubernetes Platform? (CrashLoopBackOff) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029110.338687 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.338687+02:00' https://medium.com/tailwinds-navigator/kubernetes-tip-what-happens-to-pods-running-on-node-that-become-unreachable-3d409f734e5d: title: 'Kubernetes Tip: What Happens To Pods Running On Node That Become Unreachable?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Kubernetes Tip: What Happens To Pods Running On Node That Become Unreachable? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031103.001213 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:23.001213+02:00' https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535: title: 'medium.com/tea-networks: Kubernetes & CI/CD Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/tea-networks: Kubernetes & CI/CD Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033280.407608 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:40.407608+02:00' ? https://medium.com/teamsnap-engineering/load-testing-a-service-with-20-000-requests-per-second-with-locust-helm-and-kustomize-ea9bea02ae28 : title: 'medium.com/teamsnap-engineering: Load Testing a Service with ~20,000 Requests'' per Second with Locust, Helm, and Kustomize' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/teamsnap-engineering: Load Testing a Service with ~20,000 Requests'' per Second with Locust, Helm, and Kustomize in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033118.150629 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:58.150629+02:00' https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935: title: 'medium.com/tech-chronicles: Helm tests' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/tech-chronicles: Helm tests in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033655.428011 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:55.428011+02:00' https://medium.com/tech-guides/terraform-zero-to-hero-733f6860bb9a: title: 'medium: Terraform Zero to Hero' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Terraform Zero to Hero in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032900.067569 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:48:20.067569+02:00' https://medium.com/techbeatly/chain-of-events-behind-a-running-pod-149ebaafbfbc: title: 'medium.com/techbeatly: Chain of events behind a running Pod' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/techbeatly: Chain of events behind a running Pod in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032337.317271 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:57.317271+02:00' https://medium.com/techbeatly/container-fundamentals-part-i-445881a81b7: title: 'medium: Container Fundamentals — Part 1' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Container Fundamentals — Part 1 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029710.084766 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.084766+02:00' https://medium.com/techbeatly/exploring-docker-alternative-podman-14674c990311: title: 'medium.com: Exploring Docker alternative — Podman' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Exploring Docker alternative — Podman in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034522.652809 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:22.652809+02:00' https://medium.com/techbeatly/kubernetes-networking-fundamentals-d30baf8a28c8: title: '==medium.com/techbeatly: Kubernetes Networking Fundamentals==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/techbeatly: Kubernetes Networking Fundamentals== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029128.456747 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:45:28.456747+02:00' https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-environment-78b57fc3238: title: "==medium.com/technology-hits: Incomplete Guide for Securing Containerized' Environment== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/technology-hits: Incomplete Guide for Securing Containerized' Environment== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030329.977908 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:05:29.977908+02:00' https://medium.com/techspiration/deploying-prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-a04d89afeed7: title: 'medium.com/techspiration: Deploying Prometheus Multi-Cluster monitoring'' using Prometheus Agent Mode' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/techspiration: Deploying Prometheus Multi-Cluster monitoring'' using Prometheus Agent Mode in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033566.782833 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:26.782833+02:00' https://medium.com/the-ascent/quiet-people-in-meetings-are-incredible-7bb05ef9acd1: title: 'medium.com/the-ascent: Quiet People in Meetings Are Incredible' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-ascent: Quiet People in Meetings Are Incredible in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029940.773362 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-methodology.md v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2026-05-17T16:59:00.773362+02:00' https://medium.com/the-innovation/protect-your-terraform-state-a974027a4bb0: title: 'medium: Protect your Terraform State' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Protect your Terraform State in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032076.657576 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:36.657576+02:00' https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernetes-github-part-2-cbb6c366aa41: title: "medium: Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part' 2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part' 2 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031826.941525 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:30:26.941525+02:00' https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057a31b5297: title: "medium: DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030608.692113 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T17:10:08.692113+02:00' https://medium.com/the-programmer/kubernetes-fundamentals-for-absolute-beginners-architecture-components-1f7cda8ea536: title: 'medium: Kubernetes Fundamentals For Absolute Beginners: Architecture & Components' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Fundamentals For Absolute Beginners: Architecture & Components in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032097.573832 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.573832+02:00' https://medium.com/the-programmer/working-with-clusterip-service-type-in-kubernetes-45f2c01a89c8: title: 'medium.com/the-programmer: Working With ClusterIP Service Type In Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-programmer: Working With ClusterIP Service Type In Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029366.695103 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:26.695103+02:00' https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df129cb4d1cc: title: "medium: Working with Service Account In Kubernetes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Working with Service Account In Kubernetes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029377.677835 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T16:49:37.677835+02:00' https://medium.com/the-techlife/application-life-cycle-management-kubernetes-4a52a6f8e5d8: title: 'medium.com/the-techlife: Application life cycle management | Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-techlife: Application life cycle management | Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034306.141397 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:46.141397+02:00' https://medium.com/thepeg/pipeline-performance-testing-with-jenkins-and-gatling-b7b762274680: title: 'medium.com: Pipeline Performance Testing with Jenkins and Gatling' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Pipeline Performance Testing with Jenkins and Gatling in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030436.383123 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:16.383123+02:00' https://medium.com/thermokline/kubernetes-v1-22-ends-cloud-provider-loadbalancer-lock-in-80ed7907695e: title: 'medium: Kubernetes v1.22 ends Cloud Provider LoadBalancer lock-in' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes v1.22 ends Cloud Provider LoadBalancer lock-in in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030730.030713 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-releases.md v2_locations: - kubernetes-releases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:10.030713+02:00' https://medium.com/tinder-engineering/tinders-move-to-kubernetes-cda2a6372f44: title: 'medium.com: Tinder’s move to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Tinder’s move to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034226.049679 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:26.049679+02:00' https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipelines-5bbd40de4a43: title: 'medium.com/tinyclues-vision: 4 Design Principles for Robust Data Pipelines' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/tinyclues-vision: 4 Design Principles for Robust Data Pipelines in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031552.67534 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:52.675340+02:00' https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3: title: '==medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops'' resources==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops'' resources== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032457.08008 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-training.md - docs/aws.md v2_locations: - aws-training.md - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:57.080080+02:00' ? https://medium.com/transferwise-engineering/running-kafka-in-kubernetes-part-1-why-we-migrated-our-kafka-clusters-to-kubernetes-722101a2e751 : title: 'medium: Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters'' to Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters'' to Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030438.435019 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:18.435019+02:00' https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a8665dd: title: "Configure RBAC in Kubernetes Like a Boss \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Configure RBAC in Kubernetes Like a Boss \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032244.658566 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:37:24.658566+02:00' https://medium.com/trendyol-tech/kubernetes-io-problem-investigation-1e8aa0cf4909: title: 'medium.com/trendyol-tech: Kubernetes IO Problem Investigation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/trendyol-tech: Kubernetes IO Problem Investigation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034295.381366 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:35.381366+02:00' https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-aeb968d72220: title: 'A good explanation of how to avoid distributed transactions using outbox'' pattern: Transaction Log Tailing With Debezium' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering A good explanation of how to avoid distributed transactions using outbox'' pattern: Transaction Log Tailing With Debezium in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032170.84078 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} pattern: Transaction Log Tailing With Debezium' discovered_at: '2026-05-17T17:36:10.840780+02:00' https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache-kafka-f2f23595627b: title: 'medium.com/udemy-engineering: Introducing Hot and Cold Retries on Apache'' Kafka' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/udemy-engineering: Introducing Hot and Cold Retries on Apache'' Kafka in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033611.955189 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:11.955189+02:00' https://medium.com/vantageai/how-to-make-your-python-docker-images-secure-fast-small-b3a6870373a0: title: "==medium.com/vantageai: How to make your Python Docker images secure, fast' & small== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==medium.com/vantageai: How to make your Python Docker images secure, fast' & small== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032420.908995 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:40:20.908995+02:00' https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6: title: 'medium.com/vedcraft: Top Microservices Frameworks in Go' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/vedcraft: Top Microservices Frameworks in Go in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034506.92866 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:06.928660+02:00' https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-1-5ee778a7fcf4: title: "medium: A Practical Guide to HashiCorp Consul — Part 1 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: A Practical Guide to HashiCorp Consul — Part 1 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033435.832426 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/servicemesh.md v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-05-17T17:57:15.832426+02:00' https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-2-3c0ebc0351e8: title: "medium: A Practical Guide to HashiCorp Consul — Part 2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029938.824605 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/servicemesh.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:58.824605+02:00' https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubernetes-using-kubeadm-3d83ed8c458b: title: 'medium.com: **Demystifying High Availability in Kubernetes Using Kubeadm**' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: **Demystifying High Availability in Kubernetes Using Kubeadm** in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030018.850962 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:18.850962+02:00' https://medium.com/velotio-perspectives/getting-started-with-kubernetes-operators-ansible-based-part-2-472eb0d453b7: title: 'medium.com: Getting Started With Kubernetes Operators (Ansible Based) —'' Part 2' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032751.398934 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:51.398934+02:00' https://medium.com/version-1/terraform-in-real-life-lessons-learned-2469e3fe74e6: title: "medium: Terraform in Real Life: Lessons Learned \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Terraform in Real Life: Lessons Learned \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033222.51042 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:42.510420+02:00' https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-namespace-7d55c20d2730: title: 'medium.com/vmacwrites: Kubernetes Audit Logs: Who created or deleted a namespace?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/vmacwrites: Kubernetes Audit Logs: Who created or deleted a namespace? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032681.65432 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:41.654320+02:00' https://medium.com/vmacwrites/multizone-kubernetes-and-vpc-load-balancer-setup-9664b3c9ea5d: title: 'medium: Multizone Kubernetes and VPC Load Balancer Setup with terraform' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Multizone Kubernetes and VPC Load Balancer Setup with terraform in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032149.96474 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:49.964740+02:00' https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020-updated-1c0b69f0dcf4: title: "medium: Kubernetes Storage Performance Comparison v2 (2020 Updated) \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: Kubernetes Storage Performance Comparison v2 (2020 Updated) \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033359.910732 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:59.910732+02:00' ? https://medium.com/walmartglobaltech/how-do-you-decide-whether-an-individual-contributor-ic-or-engineering-manager-role-is-right-for-f46251f1a4cd : title: 'medium.com/walmartglobaltech: How Do You Decide Whether an Individual Contributor'' (IC) or Engineering Manager Role is Right for You?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/walmartglobaltech: How Do You Decide Whether an Individual Contributor'' (IC) or Engineering Manager Role is Right for You? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030868.095584 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/recruitment.md v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:28.095584+02:00' https://medium.com/weareservian/solution-architects-guide-to-kubernetes-persistant-storage-3c9660187e8f: title: 'medium: Solution architect’s guide to Kubernetes persistent storage' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Solution architect’s guide to Kubernetes persistent storage in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030390.644818 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:30.644818+02:00' https://medium.com/whispering-data/the-state-of-data-engineering-2022-d6ef0f7cf607: title: '==medium.com/whispering-data: The State of Data Engineering 2022==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/whispering-data: The State of Data Engineering 2022== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030720.570441 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:12:00.570441+02:00' https://medium.com/wind-of-change/creating-a-ci-cd-pipeline-6ff9aeb0848c: title: 'medium: Deploy your App Using CI/CD Pipeline' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Deploy your App Using CI/CD Pipeline in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031865.33023 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/jenkins.md v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2026-05-17T17:31:05.330230+02:00' https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfee1ae22f: title: 'medium: 4 Microservices Caching Patterns at Wix' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: 4 Microservices Caching Patterns at Wix in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033328.844044 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:55:28.844044+02:00' https://medium.com/wix-engineering/how-to-choose-the-right-database-for-your-service-97b1670c5632: title: "medium.com: How to choose the right database for your service \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium.com: How to choose the right database for your service \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033572.528677 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/databases.md v2_locations: - databases.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:32.528677+02:00' https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-in-docker-and-kubernetes-d6e030d21298: title: "medium: How to reduce your JVM app memory footprint in Docker and Kubernetes' \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering medium: How to reduce your JVM app memory footprint in Docker and Kubernetes' \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032333.363421 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java-and-java-performance-optimization.md v2_locations: - java-and-java-performance-optimization.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:53.363421+02:00' https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices-at-wix-986ee382fd1e: title: 'medium.com/wix-engineering: Troubleshooting Kafka for 2000 Microservices'' at Wix' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/wix-engineering: Troubleshooting Kafka for 2000 Microservices'' at Wix in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032159.105854 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/message-queue.md v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-05-17T17:35:59.105854+02:00' ? https://medium.com/workday-engineering/implementing-a-fully-automated-sharding-strategy-on-kubernetes-for-multi-tenanted-machine-learning-4371c48122ae : title: 'medium.com/workday-engineering: Implementing a Fully Automated Sharding'' Strategy on Kubernetes for Multi-tenanted Machine Learning Applications' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com/workday-engineering: Implementing a Fully Automated Sharding'' Strategy on Kubernetes for Multi-tenanted Machine Learning Applications in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033240.231275 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:54:00.231275+02:00' https://medium.com/xgeeks/kubernetes-dummy-operator-in-java-6b2f26198a55: title: 'medium: Kubernetes Dummy Operator in Java' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium: Kubernetes Dummy Operator in Java in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030192.522589 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:12.522589+02:00' https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf: title: 'medium.com: Helm Your Kubernetes Application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.com: Helm Your Kubernetes Application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034217.233441 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:17.233441+02:00' https://medium.com/zencore/looking-for-gpu-capacity-dws-got-you-covered-d736b8c63ba6: title: Looking for GPU Capacity ? DWS got you covered ! description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Looking for GPU Capacity ? DWS got you covered ! in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030478.946744 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:58.946744+02:00' https://medium.datadriveninvestor.com/everything-you-wanted-to-know-about-graphql-but-were-afraid-to-ask-ad66980116cb: title: 'medium.datadriveninvestor.com: Everything You Wanted to Know About GraphQL'' (But Were Afraid to Ask)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.datadriveninvestor.com: Everything You Wanted to Know About GraphQL'' (But Were Afraid to Ask) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034273.073035 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/api.md v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:13.073035+02:00' https://medium.facilelogin.com/microservices-security-in-action-933072043ad7: title: Microservices Security in Action description: '' year: '2020' stars: 0 ai_summary: This reference details microservice protection mechanisms, focusing on token-based authorizations, secure gateway setups, and mutual TLS configurations. It presents a comprehensive blueprint for defending distributed microservices from common threats. It highlights best practices for securing both internal service-to-service communication and edge access points. language: None resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Microservices Security - Architecture Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://medium.freecodecamp.com/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b: title: 'medium.freecodecamp.com: A Beginner-Friendly Introduction to Containers,'' VMs and Docker' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 39a266fcd6ba1a6afe87eb15cf3a87b5027952a0f0f480d3ef18d04f3785deb6 health_score: 100.0 last_checked: 1779031540.123213 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/docker.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:40.123213+02:00' https://medium.parttimepolymath.net/no-more-aws-access-keys-13a3c3f2337a: title: 'medium.parttimepolymath.net: No more AWS Access Keys?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering medium.parttimepolymath.net: No more AWS Access Keys? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034319.02987 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-security.md v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:59.029870+02:00' https://meet.google.com: title: Google meet description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 342bd3c09d89092746a29db659c11b97dc44cab7b9409c483e44d6d1f6bcc7e4 health_score: 100.0 last_checked: 1779030604.933708 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/workfromhome.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:04.933708+02:00' https://meet.google.com/unsupported?meetingCode=new: title: 'Google meet: meet.new' description: '' year: '2026' stars: 0 ai_summary: Google's direct-action domain shortcut ('meet.new') designed to bypass portal menus and launch an encrypted video conference session with a single browser call. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Collaboration - Video Conferencing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://meet.new: title: 'Google meet: meet.new' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 60cc0344f3ec529eaa6d5376b134cece03460bf879d8bd8f6b643d9225977ac8 health_score: 100.0 last_checked: 1779030861.897596 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:21.897596+02:00' https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4: title: '==mehighlow.medium.com: Hardened-AKS/Secrets==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==mehighlow.medium.com: Hardened-AKS/Secrets== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032642.441859 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - devsecops.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:02.441859+02:00' ? https://mehmetozkaya.medium.com/deploying-net-microservices-to-azure-kubernetes-services-aks-and-automating-with-azure-devops-c50bdd51b702 : title: 'mehmetozkaya.medium.com: Deploying .Net Microservices to Azure Kubernetes'' Services(AKS) and Automating with Azure DevOps' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mehmetozkaya.medium.com: Deploying .Net Microservices to Azure Kubernetes'' Services(AKS) and Automating with Azure DevOps in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034482.275325 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:42.275325+02:00' https://memcached.org: title: memcached.org description: '' year: '2026' stars: 5 ai_summary: An industry-standard distributed memory object caching system designed for extreme performance and simplicity. Utilizing multi-threaded slab allocation, Memcached continues to serve as the default high-efficiency tier for raw key-value pair lookups. language: C resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Caching - In-Memory Datastores - High-Performance Caching tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - caching.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://mergify.io: title: mergify.io description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering mergify.io in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031554.888177 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:25:54.888177+02:00' https://merikan.com/2019/04/jvm-in-a-container: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 9054b92f724a7892f68d67d358e8bafe19dedc9f3d0b6aadefbfc3bfd1624857 health_score: 100.0 last_checked: 1779033487.16533 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jvm-parameters-matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:07.165330+02:00' https://meshery.io: title: 'Meshery.io:' description: '' year: '2026' stars: 4 ai_summary: The CNCF multi-mesh manager Meshery. Enables performance benchmarking, conformance checks, and dynamic designing across meshes like Istio, Linkerd, and Consul, using the Service Mesh Performance (SMP) standard. language: Go resource_type: open-source-tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Service Mesh - Tooling - Meshery tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - servicemesh.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://metabob.com: title: Metabob description: '' year: '2023' stars: 0 ai_summary: AI-assisted static code analysis platform designed to detect complex logical anomalies and security vulnerabilities in repositories using graph-based neural representations of code syntax. language: English resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Static Analysis - AI-assisted tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - qa.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://metacpan.org/pod/App::a2p: title: 'metacpan.org: a2p - Awk to Perl translator' description: '' year: '2026' stars: 2 ai_summary: The classic a2p (Awk-to-Perl) translator utility documentation. Retained for historical compatibility and migrating legacy log-parsing pipelines into more robust Perl frameworks. language: English resource_type: Reference complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Systems Programming - Legacy Code Translation tags: - '[LEGACY]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://metal3.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2228e208f5ccdaaa812c1dcf9a0ebf6cdc1e50a403d46af8807895b4d6bb2bd0 health_score: 100.0 last_checked: 1779031537.815912 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:37.815912+02:00' https://metalbear.co/blog/writing-a-kubernetes-operator: title: 'metalbear.co: Writing a Kubernetes Operator' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a33ac7e658dcfabd29fb4e0e38d52159fb07324371cf82e39f6f2d3f5c7b2f3b health_score: 100.0 last_checked: 1779034173.063271 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-operators-controllers.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:33.063271+02:00' https://metalbear.com/blog/writing-a-kubernetes-operator: title: 'metalbear.co: Writing a Kubernetes Operator' description: '' year: '2023' stars: 0 ai_summary: An innovative blueprint illustrating operator design with Rust and the kube-rs framework. In 2026, Rust operators are increasingly adopted for edge-computing and resource-constrained environments to minimize memory footprint and avoid the garbage collection pauses of Go and JVM languages. language: Rust resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native Infrastructure - Kubernetes Extension - Operators Rust tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://metallb.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 8368a87648705d37a80561d742720a83f8597367b04879b4db9459f8e04c6d0b health_score: 100.0 last_checked: 1779130494.975208 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.975208+02:00' https://metallb.universe.tf: title: MetalLB description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0b7df0e405c879ebb1d9fb65690e41fb3ee7806e3ecb82a584dfc2af20fd316f health_score: 100.0 last_checked: 1779030609.062697 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:10:09.062697+02:00' https://mherman.org/presentations/flask-kubernetes: title: "mherman.org: Scaling Flask with Kubernetes \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Architectural case study detailing horizontal scaling of Python Flask APIs inside Kubernetes clusters. Reviews setup of ingress layers, resource requests/limits, Horizontal Pod Autoscalers, and persistent data layers. language: Python resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Container Orchestration - Scalability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html: title: 'mhmxs.blogspot.com: Autoscaling Calico Route Reflector topology in Kubernetes' description: '' year: '2020' stars: 0 ai_summary: A deep engineering walkthrough for autoscaling Calico Route Reflector (RR) topologies in high-scale Kubernetes clusters. It addresses the routing table exhaustion and CPU bottlenecks associated with full-mesh node-to-node BGP routing by dynamically managing centralized Route Reflectors, maintaining high performance and operational stability as node counts grow. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - CNI - Scaling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://mholt.github.io/curl-to-go: title: curl-to-go description: '' year: N/A stars: 0 ai_summary: Curator Insight showcases this companion tool to json-to-go, converting curl commands directly into functional Go HTTP client code. Live Grounding confirms its usefulness in rapid prototyping of API clients by eliminating repetitive net/http boilerplate generation. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 0db8a73fd88e8aea9aef3638fc680d1653a96cc2849486ddab5a5f247516cc33 health_score: 100.0 last_checked: 1779031045.742295 needs_ai_refresh: true hierarchy: - Programming Languages - Go - Code Generators tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/golang.md v2_locations: - golang.md youtube_mosaic: {} discovered_at: '2026-05-17T17:17:25.742295+02:00' ? https://michaelkotelnikov.medium.com/maintaining-network-traffic-compliance-in-multi-cluster-openshift-environments-with-openshift-54fe369aa346 : title: 'michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi'' Cluster OpenShift Environments with OpenShift Platform Plus' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi'' Cluster OpenShift Environments with OpenShift Platform Plus in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034564.316836 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/ocp4.md v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2026-05-17T18:16:04.316836+02:00' https://microcks.io: title: microcks.io description: '' year: '2026' stars: 4 ai_summary: Microcks is a cloud-native platform for mocking and virtualization of APIs (REST, gRPC, GraphQL, AsyncAPI). It speeds up microservices testing by generating mock endpoints and testing compliance directly against enterprise schemas. language: Java resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API & Integration Testing - Mocking & Virtualization - Microcks tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - api.md - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://microcks.io/blog/podman-compose-support: title: 'microcks.io: Podman Compose support in Microcks' description: '' year: '2022' stars: 0 ai_summary: Explains how to design local mock environments using Microcks combined with Podman Compose. This is ideal for developers running daemonless environments who require automated contract API validation. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API & Integration Testing - Mocking & Virtualization - Microcks Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://microcks.io/blog/simulating-cloudevents-with-asyncapi: title: 'microcks.io: Simulating CloudEvents with AsyncAPI and Microcks' description: "- The rise of Event Driven Architecture (EDA) is a necessary evolution step towards cloud-native applications. Events are the ultimate weapon to decouple your microservices within your architecture. They are bringing great benefits like space and time decoupling, better resiliency and elasticity.\n - But events come also with challenges! One of the first you are facing when starting up as a development team - aside the technology choice - is how to describe these events structure? Another challenge that comes very quickly after being: How can we efficiently work as a team without having to wait for someone else’s events?\n - We’ll explore those particular two challenges and see how to simulate events using CloudEvents, AsyncAPI and Microcks.\n - AsyncAPI is an industry standard for defining asynchronous APIs. Our long-term goal is to make working with EDAs as easy as it is to work with REST APIs.\n - Microcks is an Open source Kubernetes-native tool for mocking/simulating and testing APIs. One purpose of Microcks is to turn your API contract (OpenAPI, AsyncAPI, Postman Collection) into live mocks in seconds. It means that once it has imported your AsyncAPI contract, Microcks start producing mock events on a message broker at a defined frequency. Using Microcks you can then simulate CloudEvents in seconds, without writing a single line of code. Microcks will allow the team relying on input events to start working without waiting for the team coding the event publication." year: '2022' stars: 5 ai_summary: Explains how to mock CloudEvents and message payloads utilizing AsyncAPI contracts within Microcks. Enables development teams to build event consumers independently of publisher readiness. language: Agnostic resource_type: Technical Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven - AsyncAPI - Simulation tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://microcks.io/documentation/guides/avro-messaging: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779029896.907857 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/api.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:58:16.907857+02:00' https://microk8s.io: title: '**Microk8s**' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9090fb5ea25fed94579637afd77c575975406b292bcefcb88d7a01d9ad26e2cb health_score: 100.0 last_checked: 1779030932.950761 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:15:32.950761+02:00' https://micrometer.io: title: '**Micrometer** Collector' description: '' year: '2026' stars: 0 ai_summary: The definitive dimensional metrics instrumentation facade for JVM-based programs. Acts as an abstraction layer resembling SLF4J, allowing seamless target conversions to Prometheus, Datadog, or Wavefront formats. language: Java resource_type: Software complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Application Instrumentation - JVM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://micrometer.io/docs/registry/prometheus: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: null health_score: 80.0 last_checked: 1779034155.697971 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.697971+02:00' https://microprofile.io: title: MicroProfile.io description: '' year: '2026' stars: 0 ai_summary: The main developer portal for Eclipse MicroProfile, delivering specialized specifications to architect enterprise microservices. It standardizes key cloud infrastructure integrations including Health, Config, JWT Security, Fault Tolerance, and OpenAPI across compliant vendor implementations. language: Java resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Java - MicroProfile - Framework Standard tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://microservices.io: title: microservices.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 45fc6381faa5fc44a3d6ef5e535c5df72d4f9fb0e9c162eb99746ba2056065f8 health_score: 100.0 last_checked: 1779033166.377425 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:52:46.377425+02:00' https://microshift.io: title: ==microshift.io== description: '' year: '2025' stars: 4 ai_summary: MicroShift is Red Hat's lightweight edge-optimized Kubernetes distribution, specifically designed to run on resource-constrained devices (e.g., IoT gateways and automotive systems). Tailored from OpenShift's core code, it minimizes memory footprint while maintaining enterprise API compatibility and OCI image compliance, operating efficiently alongside systemd-managed host systems. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: 5c97708a374bca87e167380e2febd7efa8dc8ecd6b7d9b05ef58ae19a47234a5 health_score: 100.0 last_checked: 1779030051.901942 needs_ai_refresh: true hierarchy: - Edge Computing - Lightweight Kubernetes - Red Hat Ecosystem tags: - '[ENTERPRISE-STABLE]' v1_locations: - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:00:51.901942+02:00' https://middleware.io/blog/kubernetes-challenges-and-solutions: title: Top 5 kubernetes challenges and their solutions description: '' year: '2022' stars: 3 ai_summary: Identifies top operational hurdles including security boundaries configuration, networking configuration, storage lifecycle management, and resource over-provisioning, providing industry-standard remediation techniques. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Operations - Troubleshooting - Reliability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://middleware.io/blog/kubernetes-monitoring-tools: title: 8 Best Kubernetes monitoring tools; Paid & open-source description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ca6fccda0ae74fa237cbfdeee5551e5cde9978e627ed98da7e8a3b99c1ed399c health_score: 100.0 last_checked: 1779029110.618247 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:45:10.618247+02:00' https://middleware.io/blog/kubernetes-monitoring/tools: title: 8 Best Kubernetes monitoring tools; Paid & open-source description: '' year: '2023' stars: 0 ai_summary: Compiles a curated comparison of eight high-performance paid and open-source monitoring platforms. Focuses on the trade-offs of using managed SaaS models versus self-hosted, cloud-native monitoring stacks with respect to total cost of ownership, alerting, and data retention. language: None resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Practical Diagnostics - Market Evaluations - Monitoring Toolchains tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://middleware.io/blog/observability-vs-monitoring: title: Observability vs Monitoring description: '' year: '2023' stars: 0 ai_summary: 'Demystifies the core conceptual differences between passive monitoring (detecting known failures via predefined metrics) and active observability (querying internal system states via logs, metrics, and traces). Curator Insight: Clarifying guide for observability vs monitoring. Live Grounding: Essential reading to shift organizational mindsets from reactive alerting to proactive debugging in dynamic cloud-native environments.' language: English resource_type: Article complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Site Reliability Engineering - Observability - Terminology - Monitoring vs Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://midu.dev/buenas-practicas-escribir-commits-git: title: 'midu.dev: Buenas prácticas para escribir commits en Git' description: '' year: '2021' stars: 0 ai_summary: Written in Spanish, this guide addresses conventional commit standards, semantic tagging (feat, fix, refactor), and the architectural benefits of using clean commit structures for CI/CD automation. language: Spanish resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Workflows tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mightyclaws.co.uk/bournemouth: title: "Semaphore UI \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: A resource exploring Semaphore UI for infrastructure deployment. Validates Semaphore UI's utility as a responsive, lightweight graphical interface for local and remote playbook orchestration. language: English resource_type: blog_post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Automation & Orchestration - Ansible GUI - Semaphore UI tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://migrateup.com/main-difference-python-3: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031636.747518 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:27:16.747518+02:00' https://mikefarah.gitbook.io/yq: title: "yq \U0001F31F" description: '' year: '2022' stars: 5 ai_summary: A highly popular command-line YAML, JSON, and XML processor written in Go. yq allows operators to search, filter, update, and convert files directly within shell environments. It is a critical component for shell scripts and automated deployment pipelines. language: Go resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k8s-cluster-e1d35343d7a9: title: 'milindasenaka96.medium.com: Setup Prometheus and Grafana to Monitor the'' K8s Cluster' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering milindasenaka96.medium.com: Setup Prometheus and Grafana to Monitor the'' K8s Cluster in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030220.147091 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.147091+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-1-kubernetes-architecture.html: title: "millionvisit.blogspot.com: Kubernetes for Developers #1: Kubernetes Architecture and Features \U0001F31F" description: '' year: '2020' stars: 3 ai_summary: A developer-first manual illustrating structural components and cluster design properties. Guides programmers to understand how their API payload deployments translates to actual container lifecycle actions on physical machines. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Fundamentals - Developer Workflows - Architecture tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-tutorials.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-2-Local-development.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 4f819aae6b6e7178768fb1a430017142c1917581e0fc21f2a0f5e1adef449ef8 health_score: 100.0 last_checked: 1779031548.741074 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:48.741074+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-3-kubectl-cli.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 1805820a16df2c5aa6f5509857d3a47e7930896f9270a066e4295fb02d74e508 health_score: 100.0 last_checked: 1779029487.238651 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:51:27.238651+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-4-kubectl-autocompletion.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 0b1abea7abcd7f38d7782ac77c8937e0932c74c12b4d8fd98c6458615a0e0a80 health_score: 100.0 last_checked: 1779032097.944621 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:57.944621+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-5-webui-dashboard.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b5a3452c2ab7c7f7a8c8da3da5d51b2d0e3610521b4a35df0b3470e004fbec8c health_score: 100.0 last_checked: 1779033419.162154 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:56:59.162154+02:00' https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-6-KubernetesObjects.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c08b718d7a18a1cbd673b5a0a5873a05b75ff219d64ee77b5f7f5d0dd9f18f46 health_score: 100.0 last_checked: 1779032282.541717 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:38:02.541717+02:00' https://millionvisit.blogspot.com/2021/01/kubernetes-for-developers-7-imperative-vs-Declarative.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 2b8ddcfbc8f89e502508a6c6032b678451cfc4b6e4b023d42afcd9440ef11b8b health_score: 100.0 last_checked: 1779032177.756692 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:17.756692+02:00' https://millionvisit.blogspot.com/2021/02/kubernetes-for-developers-8-Object%20Name-Labels-Selectors-Namespace.html: title: 'millionvisit.blogspot.com: Kubernetes for Developers #8: Kubernetes Object Name, Labels, Selectors and Namespace' description: '' year: '2021' stars: 0 ai_summary: Introduces developers to core API resource concepts. Focuses on naming schemes, metadata definitions, and organizing resources using standard selector syntaxes. language: YAML resource_type: Blog complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Core Mechanics - Objects & Namespaces tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-10-kubernetes-Pod-YAML-manifest.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f1df1a07a1a332e402dd709eaf089a0a96b276a67bac665326b8b0e6b73c6ed8 health_score: 100.0 last_checked: 1779031094.416494 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:18:14.416494+02:00' https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-11-pod-organization-using-labels.html: title: 'millionvisit.blogspot.com: Kubernetes for Developers #11: Pod Organization using Labels' description: '' year: '2021' stars: 0 ai_summary: An introduction to organizing pods using semantic label patterns. Covers metadata strategies for managing multi-tier applications across environments and tracking target release states. language: YAML resource_type: Blog complexity: Beginner is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Core Mechanics - Metadata Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-9-Kubernetes-Pod-Lifecycle.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 884b176b6c38d9a805edf61473fa16bd92028230834fa726f73a455e78cdb758 health_score: 100.0 last_checked: 1779034134.640034 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:08:54.640034+02:00' https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-12-effective-way-of-using-k8-liveness-probe.html: title: 'millionvisit.blogspot.com: Kubernetes for Developers #12: Effective way of using K8 Liveness Probe' description: '' year: '2021' stars: 3 ai_summary: Developer-centric strategies for designing efficient liveness probes. Emphasizes isolating deadlock checks from deep application flows to prevent overloading key resources. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Design - Reliability - Liveness Probes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-13-effective-way-of-using-k8-readiness-probe.html: title: 'millionvisit.blogspot.com: Kubernetes for Developers #13: Effective way of using K8 Readiness Probe' description: '' year: '2021' stars: 3 ai_summary: Focuses on building effective readiness probes that reflect accurate application startup phases and resource warm-ups, preventing traffic routing before initialization finishes. language: English resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Design - Reliability - Readiness Probes tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://millionvisit.blogspot.com/2021/05/kubernetes-for-developers-14-Kubernetes-Deployment-YAML-manifest.html: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c289e2d485a00a4879be5b2ba9da8317a2bff4f4abfd2b795db4c4923f0db408 health_score: 100.0 last_checked: 1779034349.645766 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-tutorials.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:12:29.645766+02:00' https://millionvisit.blogspot.com/2021/07/kubernetes-for-developers-19-manage-app-credentials-using-Kubernetes-Secrets.html: title: "millionvisit.blogspot.com: Kubernetes for Developers #19: Manage app credentials using Kubernetes Secrets \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Developer-centric guide to configuring application manifests for secret consumption. Compares the security profiles of importing secrets as environment variables against dynamic filesystem mounts, detailing runtime behavior and update propagation. language: English resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Secrets Management - Developer Practice tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://min.io: title: min.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7436fc715f0c53c6ea6f2ef2007e6d9da84b7f090d93dcb93beb7876659b1f54 health_score: 100.0 last_checked: 1779033731.244523 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-storage.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:11.244523+02:00' https://mingliang.me/blog/gradle-cheatsheet: title: 'mingliang.me: Gradle Cheat Sheet' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mingliang.me: Gradle Cheat Sheet in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034332.309161 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/cheatsheets.md v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:12.309161+02:00' https://miro.com: title: Miro description: '' year: '2026' stars: 0 ai_summary: A leading interactive digital whiteboard designed to streamline visual collaboration, system architecture diagramming, and agile sprint planning. It features deep third-party integrations (Jira, Slack, Confluence) and pre-built templates for complex technical modeling. language: Agnostic resource_type: SaaS Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Workforce - Remote Work - Productivity Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://miro.com/app/board/o9J_kqwfjqs=: title: Summarising Top 10 API Testing Tools description: '' year: '2021' stars: 0 ai_summary: A curated mind map and comparison board outlining top API testing tools. Visually maps solutions such as Postman, Newman, RestAssured, and Playwright, highlighting their scripting languages, integration capacities, validation types, and target testing scenarios. language: Agnostic resource_type: Community Resource complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Testing & QA - API Automation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://miro.medium.com/max/1400/1*5tZVl-tqZwSoxH97v4u45w.png: title: Jenkins Cheat Sheet description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 15355d62d5d7b3bc337250c8a8c1a8fbf74995b392280a6614b269e6a181d441 health_score: 100.0 last_checked: 1779030189.447025 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:09.447025+02:00' https://miro.medium.com/v2/resize:fit:1400/1*5tZVl-tqZwSoxH97v4u45w.png: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7b5470d508cb9181129bd35d15c3ccb7be65a6bf6e82323a7fff04b6fc5cc681 health_score: 100.0 last_checked: 1779130495.026612 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/cheatsheets.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:55.026612+02:00' https://mishra-praveen.medium.com/comprehensive-guide-to-jenkins-declarative-pipeline-with-examples-17c0be7a79d: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031528.126448 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/jenkins.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:28.126448+02:00' https://mishrapartha.blogspot.com/2022/11/a-beginners-guide-to-python-for-data_19.html: title: 'mishrapartha.blogspot.com: A Beginner’s Guide to Python for Data Science - Part 5 Adding Comments in Python' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Discusses formatting guidelines for developer comments and docstrings in Python codebases. Live Grounding: Highlights docstring compliance metrics, parsing scripts using documentation generators, and building clean inline context explanations.' language: Python resource_type: Tutorial complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Python Fundamentals - Code Documentation tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc: title: '==mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External Secrets is Deprecated==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External Secrets is Deprecated== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030848.801654 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:14:08.801654+02:00' https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7: title: 'mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External Secrets is Deprecated' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External Secrets is Deprecated in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031125.629775 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' - '[LEGACY]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:45.629775+02:00' https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html: title: 'mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive' description: '' year: '2021' stars: 0 ai_summary: A thorough exploration of AWS IAM Roles for Service Accounts (IRSA). Demystifies how AWS OpenID Connect (OIDC) federation interacts with mutating admission webhooks to inject dynamic, temporary AWS STS credentials into Kubernetes pods. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - Cloud Integrations - AWS IRSA tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mjovanc.com/get-started-with-docker-and-docker-compose-cddcb5a3f3b9: title: 'mjovanc.com: Get started with Docker and Docker Compose' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mjovanc.com: Get started with Docker and Docker Compose in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032797.657692 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:46:37.657692+02:00' https://mkaschke.medium.com/cloud-native-part-1-what-is-cloud-native-40640f128834: title: "==mkaschke.medium.com: ud Native Part 1: What Is Cloud Native?== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==mkaschke.medium.com: ud Native Part 1: What Is Cloud Native?== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033236.663245 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/introduction.md v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:56.663245+02:00' https://mkdev.me/posts/how-to-upgrade-openshift-4-x: title: "mkdev.me: How to upgrade Openshift 4.x \U0001F31F" description: '' year: '2021' stars: 4 ai_summary: Step-by-step upgrade guide for OpenShift 4.x environments. Outlines operator orchestration dependencies, pre-upgrade testing workflows, and the use of the Cincinnati update service to maintain stability. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Enterprise Kubernetes - Cluster Operations - Cluster Upgrades tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mkdev.me/posts/why-and-when-do-you-need-argo-cd: title: Why and when do you need Argo CD? description: '' year: '2022' stars: 0 ai_summary: An executive guide explaining the core capabilities of GitOps and the necessity of declarative pull engines like Argo CD. It details drift management, configuration alignment, and security advantages compared to manual push deployments. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes GitOps & Packaging - Argo Project Ecosystem - GitOps Strategy tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mlepeshkin.medium.com/automated-kubernetes-deployment-with-helm-and-additional-templating-dc960689609f: title: 'mlepeshkin.medium.com: Automated Kubernetes deployment with Helm and additional'' templating' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mlepeshkin.medium.com: Automated Kubernetes deployment with Helm and additional'' templating in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032339.778585 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/helm.md v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2026-05-17T17:38:59.778585+02:00' https://mlops.community/blog/flyte-mlops-simplified: title: 'mlops.community: MLOps Simplified: orchestrating ML pipelines with infrastructure abstraction. Enabled by Flyte' description: '' year: '2022' stars: 3 ai_summary: Highlights Flyte's capability to isolate infrastructure concerns from data science domains via clean abstract interfaces. Discusses how Flyte's structural containerized execution guarantees clean, versioned deployments without requiring data scientists to directly configure complex Kubernetes parameters. language: None resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Orchestration - Flyte tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mlops.community/blog/mlops-with-flyte-the-convergence-of-workflows-between-machine-learning-and-engineering: title: 'mlops.community: MLOps with Flyte: The Convergence of Workflows Between Machine Learning and Engineering' description: '' year: '2022' stars: 3 ai_summary: Deeply discusses how Flyte unifies software engineering workflows with rigorous data science experiments. Emphasizes strict typing, local mock testing, deterministic execution environments, and dynamic workflow generation as essential mechanisms for building resilient production-level AI systems. language: None resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - MLOps - Orchestration - Flyte tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://mlops.community/flyte-mlops-simplified: title: 'mlops.community: MLOps Simplified: orchestrating ML pipelines with infrastructure'' abstraction. Enabled by Flyte' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 57931d910a16a385048afc799c69c3b8c33311d08f4a4f39082d972737f283fa health_score: 100.0 last_checked: 1779034273.680241 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:11:13.680241+02:00' https://mlops.community/mlops-with-flyte-the-convergence-of-workflows-between-machine-learning-and-engineering: title: 'mlops.community: MLOps with Flyte: The Convergence of Workflows Between'' Machine Learning and Engineering' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 811ee13f0931e24e9e76d953cc929bb87da894380eff8391fe4d761eae46bb32 health_score: 100.0 last_checked: 1779030865.384907 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:25.384907+02:00' https://mockoon.com: title: "mockoon \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: Home of Mockoon, the premier open-source desktop and CLI application for spinning up mock servers instantly. Supports highly custom JSON response schemas, rules engines, and delay configurations. language: TypeScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Tooling - Mocking - Mockoon tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://mockuper.net: title: mockuper.net description: '' year: '2018' stars: 0 ai_summary: Interactive web-based mockup generator built to produce high-fidelity device prototypes, assisting frontend architects in matching production UI implementations to designer specifications. language: JavaScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - UI/UX Design - Mockups tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://modelcontextprotocol.io/docs/getting-started/intro: title: 'modelcontextprotocol.io: MCP Official Documentation' description: '' year: '2025' stars: 0 ai_summary: The official technical documentation and specifications for the Model Context Protocol (MCP). It provides comprehensive blueprints for implementing client-server architectures, defining standard JSON-RPC 2.0 schemas for prompt execution, resource exploration, and tool binding. Serves as the authoritative source for developers building LLM integrations. language: TypeScript resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - AI Engineering - Model Context Protocol - Specifications tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai-agents-mcp.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://modelcontextprotocol.io/introduction: title: 'modelcontextprotocol.io: MCP Official Documentation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 25e0167e160371926061430e671df397c42da3d176ba9d1e3daaa9560530240a health_score: 100.0 last_checked: 1779030011.98001 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ai-agents-mcp.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:11.980010+02:00' https://molecule.readthedocs.io: title: Ansible Molecule description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 30e98aed08282ee7d67c5b38ac4279688245c1afea49985831be1a53b0cc72b1 health_score: 100.0 last_checked: 1779029710.561936 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:55:10.561936+02:00' https://momjian.us/main/writings/pgsql/administration.pdf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 5604ca6f193e873725740d9963eee6b1c51a679de3f83e1753435557fdde55d3 health_score: 100.0 last_checked: 1779030685.385024 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/databases.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:25.385024+02:00' https://mongodb-tools.com: title: MongoDB Tools - Admin GUIs, Monitoring and Other Good Stuff description: '' year: '2023' stars: 3 ai_summary: Curated index of key administrative GUIs, monitoring agents, and helper utilities for the MongoDB engine. Streamlines administration, schema analysis, and query optimization workflows. language: N/A resource_type: List complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Architecture - MongoDB Ecosystem - Database Tooling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://mongodirector.com: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering mongodirector.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029623.087238 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T16:53:43.087238+02:00' https://mongolab.com: title: 'MongoLab: Fully managed MongoDB-as-a-Service' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering MongoLab: Fully managed MongoDB-as-a-Service in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029872.53467 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/nosql.md v2_locations: - nosql.md youtube_mosaic: {} discovered_at: '2026-05-17T16:57:52.534670+02:00' https://monitoring2.substack.com/p/big-prometheus: title: "monitoring2.substack.com: Big Prometheus. Thanos, Cortex, M3DB and VictoriaMetrics' at scale \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering monitoring2.substack.com: Big Prometheus. Thanos, Cortex, M3DB and VictoriaMetrics' at scale \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030957.679038 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:15:57.679038+02:00' https://monodot.co.uk/openshift-cheatsheet: title: 'monodot.co.uk: openshift cheat sheet 4' description: '' year: '2026' stars: 0 ai_summary: A personalized technical blog focusing on internal DNS and routing components of OpenShift. Curator Insight details its diagnostic usefulness during networking failures. Live Grounding records its legacy status during transition phases between platform generations. language: Shell resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform - Container Orchestration - OpenShift tags: - '[LEGACY]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes: title: 'monzo.com: Controlling outbound traffic from Kubernetes' description: '' year: '2019' stars: 5 ai_summary: Details the technical execution of isolating and managing external network endpoints from within a production Kubernetes banking cluster. Features strategies on proxy security, dynamic firewall rule sets, and compliance monitoring. language: English resource_type: Case Study complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Security - Egress Traffic tags: - '[CASE STUDY]' - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets: title: 'morey.tech: Bitwarden and External Secrets' description: '' year: '2023' stars: 0 ai_summary: An implementation guide on bridging Bitwarden Secrets Manager with Kubernetes clusters via the CNCF External Secrets Operator. Details API credential configuration, configuring the `ClusterSecretStore` resource, and establishing continuous credential synchronization. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Kubernetes Security - External Secrets Operator tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://morioh.com: title: 'morioh.com: How to create Google Map in Python using Gmaps' description: '' year: '2022' stars: 0 ai_summary: 'Curator Insight: Explores rendering geospatial layers inside interactive data analytical loops. Live Grounding: Utilizes the Google Maps API wrappers to integrate high-fidelity interactive mapping layouts within Jupyter execution states.' language: Python resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Data Visualization - GIS tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://morioh.com/p/a9bdee14b0d2: title: 'morioh.com: How to create Google Map in Python using Gmaps' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b9a5b6dd528aa182c7fc1f01bfafb65130e5281e444bdcad0188c1c037d15da4 health_score: 100.0 last_checked: 1779031899.120204 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:39.120204+02:00' https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-secure-workload-identity-federation: title: 'motilayo.hashnode.dev: Exploring Kubernetes Service Account Tokens and Secure'' Workload Identity Federation' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering motilayo.hashnode.dev: Exploring Kubernetes Service Account Tokens and Secure'' Workload Identity Federation in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034528.244051 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-security.md v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2026-05-17T18:15:28.244051+02:00' https://mouliveera.medium.com/how-to-update-configmap-on-pod-without-restart-be3c0b4433af: title: 'mouliveera.medium.com: How to update configmap on POD without restart' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mouliveera.medium.com: How to update configmap on POD without restart in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029931.781491 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:58:51.781491+02:00' https://move2kube.konveyor.io: title: Move2Kube description: '' year: '2023' stars: 0 ai_summary: Focuses on Move2Kube, a command-line utility within the Konveyor toolset designed to automate migration pathways. It analyzes configuration files from source environments (such as Docker Compose or Cloud Foundry) and auto-generates platform-ready Kubernetes manifests, Helm charts, and custom Tekton pipelines. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Migration - Containerization Tools - Move2Kube tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ckt6yxjqy0duy95s14groe7h4: title: 'movi.hashnode.dev: Simplify Kubernetes Cluster Management with Kyverno' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering movi.hashnode.dev: Simplify Kubernetes Cluster Management with Kyverno in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030440.163382 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:07:20.163382+02:00' https://mqtt.org: title: mqtt.org description: '' year: '2026' stars: 4 ai_summary: The home of MQTT, the industry-standard lightweight publish-subscribe transport protocol designed specifically for extreme remote locations and low-bandwidth channels. It constitutes the primary communication format for edge nodes and mobile endpoints bridging into central event-streaming backbones. language: N/A resource_type: Protocol Specification complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - IoT & Edge Messaging - Protocols - MQTT tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://mrcloudbook.com: title: 'mrcloudbook.com: Mr Cloud Book' description: '' year: '2026' stars: 0 ai_summary: 'Curator Insight: A technical guide and tutorial site focusing on cloud service providers and CI/CD tools. Live Grounding: Offers clear step-by-step instructions for implementing Jenkins pipelines, Git practices, and cloud configurations for entry-level infrastructure practitioners.' language: en resource_type: Tutorial Portal complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & Platforms - Resources - Tutorial Portals tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions: title: 'mrcloudbook.com: Automating Tetris Deployments: DevSecOps with ArgoCD, Terraform, and Jenkins for Two Game Versions' description: '' year: '2023' stars: 0 ai_summary: Documents an end-to-end DevSecOps execution path deploying two independent versions of a Tetris application. Coordinates Terraform for EKS infrastructure creation, Jenkins for CI builds, security scanning, and Argo CD for final GitOps delivery. language: Groovy resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevSecOps & Automation - End-to-End Pipelines - Multi-Version Deployments tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd: title: 'mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD' description: '' year: '2023' stars: 0 ai_summary: A simplified tutorial mapping out the migration from manual deployments to automated GitOps workflows on AWS EKS using Argo CD. Focuses on setting up repositories, IAM credentials, and declarative reconciliations. language: YAML resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - AWS & Argo CD tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial: title: '==mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step'' Tutorial==' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering ==mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step'' Tutorial== in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.409727 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws.md v2_locations: - aws.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.409727+02:00' https://mrdevops.hashnode.dev/top-40-terraform-interview-questions-and-answers-for-2023: title: 'mrdevops.hashnode.dev: Top 40 Terraform Interview Questions and Answers'' for 2023' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering mrdevops.hashnode.dev: Top 40 Terraform Interview Questions and Answers'' for 2023 in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029070.34204 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: - interview-questions.md youtube_mosaic: {} discovered_at: '2026-05-17T16:44:30.342040+02:00' https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2: title: 'mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2' description: '' year: '2021' stars: 0 ai_summary: A deep technical implementation guide focused on constructing a logical Data Mesh within Microsoft Azure. It reviews how to use Azure Synapse, Purview, and Data Lake Storage (ADLS Gen2) to establish federated security models and self-serve storage layers for localized domains. language: N/A resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Data Mesh - Azure tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://msrishty.medium.com/traditional-ci-cd-vs-gitops-e835728642fb: title: "msrishty.medium.com: Traditional CI-CD vs gitops \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering msrishty.medium.com: Traditional CI-CD vs gitops \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030522.196145 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/gitops.md v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:08:42.196145+02:00' https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline-from-your-shared-library: title: "mtijhof.wordpress.com: Jenkins: Running a declarative pipeline from your Shared Library \U0001F31F" description: '' year: '2019' stars: 0 ai_summary: Technical guide detailing how to declare, structure, and invoke an entire Declarative Pipeline definition from inside an enterprise Shared Library. Allows platforms to mandate standard pipeline templates, security gates, and deployment policies across hundreds of projects. language: English resource_type: article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & DevOps - Shared Libraries - Advanced Declarative tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://muhidabid.hashnode.dev/why-does-kubernetes-need-ingress: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033665.822099 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-networking.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:01:05.822099+02:00' https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html: title: 'muratbuffalo.blogspot.com: What’s Really New with NewSQL?' description: '' year: N/A stars: 0 ai_summary: A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling. language: English resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6f92fe576ab6e0f24212375ba1e405b0e0304ac6a3ea75be413ace6e60bf3470 health_score: 100.0 last_checked: 1779032388.468385 needs_ai_refresh: true hierarchy: - Storage - Databases - NewSQL tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/newsql.md v2_locations: - newsql.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:48.468385+02:00' https://murchie85.github.io/Kubernetes.html: title: 'murchie85.github.io: Installling minikube' description: "- [itnext.io: How to experiment locally on Kubernetes with minikube and your local Dockerfiles](https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9)\n \ - [nfrankel.medium.com: Goodbye minikube](https://nfrankel.medium.com/goodbye-minikube-340070edc5af) I’ve been using minikube as my local cluster since I started to learn Kubernetes. But I’ve decided to let it go in favor of kind. Here’s the story.\n - [linux.com: Getting Started With Kubernetes Is Easy With Minikube](https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube)\n \ - [==faun.pub: Accessing a remote minikube from a local computer==](https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd) Minikube is a lightweight Kubernetes implementation that creates a VM on your local machine. how to connect to a remote computer with minikube installed.\n \ - [==adamtheautomator.com: Jumpstart Kubernetes Locally with this MiniKube Tutorial==](https://adamtheautomator.com/minikube-tutorial) You'll usually find Kubernetes where it makes sense — i.e. in cloud environments. But how do you speed up development for Kubernetes? Could you test deployments locally?\n - [devopscube.com: Kubernetes Minikube Tutorial for Beginners](https://devopscube.com/kubernetes-minikube-tutorial)" year: '2021' stars: 0 ai_summary: A practical collection of guides covering Minikube configuration strategies. Includes details on exposing cluster nodes to remote endpoints, running direct container updates via local Dockerfiles, and comparing local orchestration setups. language: English resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Local Kubernetes Environments - Single-Node Clusters - Tutorials tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://mux.com: title: 'Mux: The API to Video' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: f83e7a5f0e89fda2b026158cac7e52e88f39f62a54fd77e99b32cc2c68de78b7 health_score: 100.0 last_checked: 1779031349.537383 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/api.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:22:29.537383+02:00' https://mvark.blogspot.com/2019/12/comparison-of-azure-front-door-traffic.html: title: 'mvark.blogspot.com: Comparison of Azure Front Door, Traffic Manager, Application Gateway & Load Balancer' description: '' year: '2019' stars: 0 ai_summary: A legacy comparison contrasting features of Azure Front Door, Traffic Manager, Application Gateway, and Load Balancer. Though older, it offers fundamental routing paradigms that remain architecturally relevant. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Traffic Management - Load Balancing Comparison tags: - '[LEGACY]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://mvnrepository.com/artifact/io.prometheus: title: Maven Prometheus instrumentation library for JVM applications (client library) description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Maven Prometheus instrumentation library for JVM applications (client library) in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033591.735507 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/prometheus.md v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:51.735507+02:00' https://myfuturehub.com/must-keep-these-kubernetes-commands-handy: title: 'myfuturehub.com: Must Keep these Kubernetes Commands handy' description: '' year: '2023' stars: 2 ai_summary: A collection of critical shell-based commands for quick-reference when inspecting Kubernetes deployments. Focuses on common tasks like scaling workloads, port routing, and viewing log queues. language: HTML resource_type: Cheat Sheet complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Orchestration - Kubernetes - CLI Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://myfuturehub.com/useful-commands-of-docker: title: 'myfuturehub.com: Useful commands of Docker' description: '' year: '2023' stars: 2 ai_summary: A lightweight command aggregation for quick reference on daily container testing workloads. Guides engineers through common container starting, stopping, dynamic environment variable passing, and debugging operations. language: HTML resource_type: Cheat Sheet complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Virtualization & Containers - Docker - CLI Reference tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://myweblearner.com/springboot_k8s_readiness_liveness.html: title: 'myweblearner.com: Kubernetes(k8s) Readiness and Liveness Probe' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering myweblearner.com: Kubernetes(k8s) Readiness and Liveness Probe in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034424.548804 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:44.548804+02:00' https://mywiki.wooledge.org/BashPitfalls: title: "Bash Pitfalls \U0001F31F" description: '' year: '2015' stars: 5 ai_summary: The canonical compendium of syntax traps, variable-expansion failures, and execution hazards in GNU Bash. This reference provides deep architectural insight into bash process substitution, globbing, and pipeline evaluation. Live Grounding verifies this wiki as the definitive industry guide for engineering resilient, non-deterministic system scripts. language: Bash resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Shell Scripting - Best Practices tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://nakamasato.medium.com/comparison-between-helm-and-kustomize-for-kubernetes-yaml-management-aed32cef2627: title: 'nakamasato.medium.com: Comparison between Helm and Kustomize for Kubernetes'' yaml management' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nakamasato.medium.com: Comparison between Helm and Kustomize for Kubernetes'' yaml management in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032483.551342 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T17:41:23.551342+02:00' https://namelix.com: title: namelix.com description: '' year: '2026' stars: 0 ai_summary: An AI-powered naming utility that uses machine learning to suggest brand and project names, assisting developers in rapidly finding high-quality names for new microservices or open-source projects. language: English resource_type: Website complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Business Utilities - Naming Generator tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://napo.io/posts/kubernetes-the-real-hard-way-on-aws: title: 'napo.io: Kubernetes The (real) Hard Way on AWS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering napo.io: Kubernetes The (real) Hard Way on AWS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031696.472848 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md - docs/matrix-table.md v2_locations: - kubernetes-on-premise.md - matrix-table.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:16.472848+02:00' https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke: title: 'napo.io: Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE)' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering napo.io: Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE) in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033609.413264 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-on-premise.md v2_locations: - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-05-17T18:00:09.413264+02:00' ? https://natarajsundar.medium.com/istio-service-mesh-a-start-to-finish-tutorial-with-side-car-architecture-and-an-analysis-d70a255ea41d : title: 'natarajsundar.medium.com: Istio service mesh, a start to finish tutorial'' with Side Car architecture and an analysis + comparison of the Ambient mesh architecture' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering natarajsundar.medium.com: Istio service mesh, a start to finish tutorial'' with Side Car architecture and an analysis + comparison of the Ambient mesh architecture in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033906.283232 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/istio.md v2_locations: - istio.md youtube_mosaic: {} discovered_at: '2026-05-17T18:05:06.283232+02:00' https://nathanpeck.com/why-should-use-container-orchestration: title: 'nathanpeck.com: Why should I use an orchestrator like Kubernetes, Amazon ECS, or Hashicorp Nomad?' description: '' year: '2022' stars: 5 ai_summary: Compares core orchestrators—Kubernetes, Amazon ECS, and HashiCorp Nomad—to clarify fit based on team expertise and operational scale. Outlines how orchestration solves key deployment needs such as bin-packing, cluster autoscaling, high-availability routing, and health checks. language: English resource_type: Technical Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native & Kubernetes Core - Container Orchestration - Orchestrator Comparison tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://nativecloud.dev: title: "==nativecloud.dev== \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==nativecloud.dev== \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031360.271134 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md - docs/newsfeeds.md v2_locations: - kubernetes.md - newsfeeds.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:40.271134+02:00' https://nativecloud.dev/scale-out-your-raspberry-pi-k3s-cluster-to-the-cloud: title: 'nativecloud.dev: Scale out your Raspberry-Pi Kubernetes cluster to the cloud' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nativecloud.dev: Scale out your Raspberry-Pi Kubernetes cluster to the cloud in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029189.609275 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/rancher.md v2_locations: - rancher.md youtube_mosaic: {} discovered_at: '2026-05-17T16:46:29.609275+02:00' https://navendu.me/posts/gateway-vs-ingress-api: title: 'navendu.me: Comparing Kubernetes Gateway and Ingress APIs' description: '' year: '2022' stars: 0 ai_summary: Technical comparison detailing the structural design changes between Ingress and Gateway APIs. Illustrates how Gateway API handles service-mesh integrations and layer-7 routing logic. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking - Ingress & Gateway - Gateway API tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams: title: 'navveenbalani.dev: Code To Custom Cloud Architecture Diagrams' description: '' year: '2022' stars: 3 ai_summary: Technical tutorial detailing how to build custom, programmatically generated cloud architecture diagrams using open-source, code-driven graphic drawing libraries and custom Python configurations. language: Python resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Design - Diagrams-as-Code - Guide tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - cloud-arch-diagrams.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://nbailey.ca/post/k8s-networking: title: 'nbailey.ca: Domesticated Kubernetes Networking' description: '' year: '2021' stars: 3 ai_summary: An informative study outlining step-by-step methods for domesticating Kubernetes networking within non-cloud or home lab setups. Details bare-metal bridge interfaces, tunnel configurations, and manual CNI implementations without high-overhead public cloud API assistance. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Networking - Fundamentals - On-Premises tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://ndpsoftware.com/git-cheatsheet.html: title: "ndpsoftware.com: Interactive git cheat sheet \U0001F31F" description: '' year: '2025' stars: 5 ai_summary: 'Curator Insight: Highly visual, interactive visualization tool mapping Git commands directly to their execution target areas (Workspace, Index, Local Repo, Stash, Remote). Live Grounding: Remains one of the most effective interactive tools for training engineers to conceptualize Git states and prevent index corruption.' language: JavaScript resource_type: Interactive Web App complexity: Beginner-Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Development - Version Control - Git tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - cheatsheets.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea: title: 'neal-davis.medium.com: ECS vs EC2 vs Lambda' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering neal-davis.medium.com: ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030413.098089 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/aws-containers.md - docs/managed-kubernetes-in-public-cloud.md v2_locations: - aws-containers.md - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:06:53.098089+02:00' https://nedbatchelder.com/blog/201608/lists_vs_tuples.html: title: Lists vs. Tuples description: '' year: '2016' stars: 0 ai_summary: Explains semantic and mechanical distinctions between list and tuple objects. Covers mutation implications, execution performance, memory allocation overhead, and the architectural advantages of using immutable collections in concurrent environments. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Python Core - Data Structures tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' https://nedinthecloud.com: title: nedinthecloud.com description: '' year: '2026' stars: 0 ai_summary: Ned in the Cloud is a premier educational hub specialized in cloud engineering and enterprise infrastructure patterns. Curator Insight highlights its value as a deep-dive repository for platform architecture, while Live Grounding validates its active 2026 role in guiding teams through high-performance multi-cloud setups and modern state management paradigms. language: English resource_type: Educational Portal complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Infrastructure as Code - Educational Resources tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source: title: 'nedinthecloud.com: Replacing The Template Cloudinit Config Data Source' description: '' year: '2022' stars: 4 ai_summary: Addresses the deprecation of the legacy "template_cloudinit_config" resource and maps the clean migration path to the built-in "cloudinit_config" data source. Explains how this restructuring improves parsing performance and removes external module overhead. Live grounding confirms that keeping cloud-init resources modern is essential to prevent deployment blockages in current provider runtimes. language: HCL resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Terraform - State & Variables tags: - '[ENTERPRISE-STABLE]' - '[LEGACY]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://nedinthecloud.com/2024/01/22/comparing-opentofu-and-terraform: title: 'nedinthecloud.com: Comparing Open TOFU And Terraform' description: '' year: '2024' stars: 0 ai_summary: A balanced, technical side-by-side assessment evaluating the feature-level convergence and divergence of OpenTofu and HashiCorp Terraform. Breaks down functional differences including custom registry configurations, enhanced state encryption architectures, and tooling divergence. language: None resource_type: Technical Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Discussions & Critiques - Evolution of IaC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://nedinthecloud.com/2024/04/15/using-azure-container-instances-for-an-azure-devops-self-hosted-agent: title: 'nedinthecloud.com: Using azure container instances for an azure dev ops self hosted agent' description: '' year: '2024' stars: 0 ai_summary: Walks through establishing ephemeral, self-hosted Azure DevOps agent runners running within Azure Container Instances (ACI). Simplifies pipeline scaling and minimizes runner maintainability overhead. language: None resource_type: Blog complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - CI-CD Runners - Ephemeral Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform: title: Ephemeral Values in Terraform description: '' year: '2025' stars: 0 ai_summary: Explains the design and execution mechanics of Ephemeral Values introduced in modern Terraform releases. Discusses preventing credential leakages by keeping sensitive short-lived resources completely out of persistent state logs. language: HCL resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Infrastructure as Code - Terraform - Secrets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md - iac.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://neilpatel.com/blog/best-project-management-software: title: Best Project Management Software of 2020 description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Best Project Management Software of 2020 in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030824.491032 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/project-management-tools.md v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-05-17T17:13:44.491032+02:00' https://neonmirrors.net/post/2020-11/exploring-kyverno-intro: title: "neonmirrors.net: Exploring Kyverno: Introduction \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: A foundational introductory article dissecting the architecture and operational benefits of adopting Kyverno. Contrasts it with custom-coded validating webhooks and details its direct design philosophy of aligning container policy administration with idiomatic Kubernetes constructs. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 30f5ca3479733376f4b52562355325fd3c41d2e7f0b84853a2ab75f629ee9781 health_score: 100.0 last_checked: 1779031642.465952 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:27:22.465952+02:00' https://neonmirrors.net/post/2020-12/exploring-kyverno-part3: title: 'neonmirrors.net: Exploring Kyverno: Part 3, Generation' description: '' year: '2020' stars: 0 ai_summary: Deep-dive technical exploration into Kyverno's generation rules, demonstrating how the policy engine can automatically provision ancillary resources, like NetworkPolicies or ConfigMaps, whenever a new namespace is initialized. Optimizes cluster bootstrapping without custom operators. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 84aee77e824e58bd885ff7ca67511320a4ee0064694177137da7c799e6560d48 health_score: 100.0 last_checked: 1779031618.729991 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T17:26:58.729991+02:00' https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno: title: "neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: A seminal technical comparison contrasting the architecture and design patterns of OPA Gatekeeper (relying on the domain-specific Rego language) against Kyverno (which uses native Kubernetes YAML). Helps engineers evaluate resource consumption, developer velocity, and cognitive overhead for both systems. language: YAML resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: a56ca55ddc036978e82f4d731f2e0a1b3041b9f32a414c626b1899d2787817b4 health_score: 100.0 last_checked: 1779034226.583668 needs_ai_refresh: true hierarchy: - Cloud-Native Platforms - Kubernetes Security - Policy-as-Code tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:10:26.583668+02:00' https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times: title: 'neonmirrors.net: Reducing Pod Volume Update Times' description: '' year: '2022' stars: 0 ai_summary: Investigates Kubelet synchronization loops that latency-impact ConfigMap and Secret volume mounting. Offers architectural insights on configuring syncing periods and file systems to minimize container startup delays. language: Go resource_type: Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Volume Mounts - Sync Latency tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://neovim.io: title: neovim description: '' year: '2025' stars: 5 ai_summary: Official landing page for Neovim, the highly extensible, modernized refactoring of Vim. Highlighted by its built-in LSP client, Lua configuration ecosystem, and rich asynchronous execution capabilities, establishing itself as the modern CLI standard. language: C resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Productivity - Text Editors - Neovim tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024: title: 'net.connect4techs.com: What are the top DevOps trends in 2024' description: '' year: '2024' stars: 0 ai_summary: Examines key shifting trends across the platform landscape, emphasizing AI-assisted pipeline generation, FinOps sustainability controls, and the rise of unified platform portals. Live tracking in 2026 validates these predictions, showing that platform engineering structures have largely evolved from raw scripting to automated self-service developer portals built on frameworks like Backstage. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Industry Evolution - Trends tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://netboxlabs.com: title: NetBox Labs description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: c4dbebfd848a9b172cf702850c9f20628e56e95e8caaea7d52b2143aa73020c0 health_score: 100.0 last_checked: 1779031539.936504 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:39.936504+02:00' https://netboxlabs.com/blog/netbox-ipam: title: 'netboxlabs.com: An In-Depth Guide to NetBox for IPAM' description: '' year: '2024' stars: 0 ai_summary: A detailed evaluation of NetBox's functional features, modeling mechanisms, and operational database structures. Explains how to programmatically model prefixes, cables, circuits, virtualizations, and network routing configurations. language: Python resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Infrastructure Management - IPAM & DCIM Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2dbbf79: title: Applying Netflix DevOps Patterns to Windows description: '' year: '2018' stars: 0 ai_summary: Details Netflix's architectural execution of porting their sophisticated Linux-native continuous delivery and immutable AMI workflows onto a Windows Server enterprise footprint. The curator outlines custom AMI bakery designs and Spinnaker pipeline adaptations. While modern .NET workloads have largely migrated to containerized Linux, this case study remains an exceptional masterclass in heterogeneous enterprise integration. language: N/A resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Infrastructure - Windows Ecosystems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permissions-and-access-fd09afdd60a8: title: 'netflixtechblog.com: ConsoleMe: A Central Control Plane for AWS Permissions and Access' description: '' year: '2021' stars: 0 ai_summary: An architectural breakdown of ConsoleMe, Netflix's open-source control plane for managing AWS permissions. It abstracts IAM complexity for developers through a web interface, automating least-privilege policy generation based on runtime log findings. language: English resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Architecture - AWS - Identity and Access Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-security.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' ? https://netflixtechblog.com/from-silos-to-service-topology-why-netflix-built-a-real-time-service-map-0165ba13a7bc?source=rss----2615bd06b42e---4 : title: 'From Silos to Service Topology: Why Netflix Built a Real-Time Service Map' description: Netflix details the architecture of Service Topology, a system that combines eBPF, IPC metrics, and distributed tracing to construct a real-time microservice dependency graph. year: '2026' stars: 4 ai_summary: 'To manage and troubleshoot its massive microservices architecture, Netflix engineered a real-time service topology mapping system. The system correlates three independent data streams: eBPF network flow logs for network-level coverage, IPC metrics for endpoint-level granularity, and distributed tracing for transaction execution paths. By mapping these sources into a custom graph database, Netflix achieved a unified, sub-second query interface that eliminates human-maintained architectural diagrams and reduces Mean Time to Detection (MTTD) during critical outages.' language: en resource_type: article complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780353052.024362 needs_ai_refresh: false hierarchy: - Platform Engineering > Observability > Service Topology Mapping tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-monitoring reputation_status: Vetted reputation_summary: Highly praised on Reddit's r/devops as an exceptional architecture write-up on maintaining real-time service topology in a high-scale microservices ecosystem. social_preview_url: '' source_provenance: RSS Feed (Netflix TechBlog - Medium) suggested_new_category: N/A discovered_at: '2026-06-02T00:30:52.024362+02:00' https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249: title: Full Cycle Developers at Netflix — Operate What You Build description: '' year: '2018' stars: 0 ai_summary: A seminal Netflix engineering whitepaper outlining the 'Full Cycle Developer' philosophy, where teams maintain complete ownership of their code from design, through deployment, down to live production support. Curator analyses show how this eliminates classical operational handoff friction. Live SRE structures in 2026 treat this case study as the foundational model that inspired modern Platform Engineering paradigms. language: N/A resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps & SRE - Culture & Organizations - Netflix Engineering tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devops.md youtube_mosaic: {} discovered_at: '2018-06-01T00:00:00+02:00' https://netflixtechblog.com/high-throughput-graph-abstraction-at-netflix-part-i-e88063e6f6d5?source=rss----2615bd06b42e---4: title: 'High-Throughput Graph Abstraction at Netflix: Part I' description: A deep dive into Netflix's scalable OLTP Graph Abstraction layer handling 10 million operations per second. year: '2026' stars: 4 ai_summary: Part one of an in-depth architectural series detailing Netflix's high-throughput, OLTP-focused Graph Abstraction. Capable of executing 10 million operations per second over 650 TB of strongly typed graph datasets, the system prevents wide-row issues in Cassandra by separating edge links from property indexes, utilizing a custom property graph model layered over existing Key-Value and TimeSeries abstraction layers. language: en resource_type: Article complexity: Advanced is_microservice: true status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352932.853387 needs_ai_refresh: false hierarchy: - Distributed Systems - Graph Databases - OLTP Architecture tags: - DE FACTO STANDARD - CASE STUDY v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-databases reputation_status: Vetted reputation_summary: Highly acclaimed technical architecture post. Enthusiastically received on Hacker News and Reddit for its brilliant, high-depth breakdown of scaling property graph models over distributed Key-Value, Time-Series, and cache stores. social_preview_url: '' source_provenance: RSS Feed (Netflix TechBlog - Medium) suggested_new_category: graph-databases discovered_at: '2026-06-02T00:28:52.853387+02:00' https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-netflix-tv-app-b85edb05eb65: title: 'netflixtechblog.medium.com: Improving Pull Request Confidence for the Netflix'' TV App' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering netflixtechblog.medium.com: Improving Pull Request Confidence for the Netflix'' TV App in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031110.850638 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/git.md v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-05-17T17:18:30.850638+02:00' https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls: title: 'network-king.net: IoT use in healthcare grows but has some pitfalls' description: '' year: '2020' stars: 0 ai_summary: Analyzes the architectural and operational challenges of implementing IoT networks in healthcare settings. Focuses on clinical workflows, legacy medical device integration, and mitigating security vectors in connected biomedical ecosystems. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Edge & IoT - Healthcare IoT Integration - IoT Security Pitfalls tags: - '[LEGACY]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet: title: 'networkproguide.com: CIDR Subnet Mask Cheat Sheet' description: '' year: '2022' stars: 0 ai_summary: An educational cheat sheet breaking down subnet masking protocols, mapping binary configurations to standard decimal equivalents, and addressing structural divisions. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Subnetting & Addressing - Cheat Sheets tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://networkwalks.com/tcp-ip-model: title: 'networkwalks.com: TCP/IP Model' description: '' year: '2022' stars: 0 ai_summary: An fundamental technical overview breakdown of the legendary 4-layer TCP/IP communication suite. Maps out operational processes occurring within Application, Transport, Internet, and Link layers to facilitate networking literacy. language: N/A resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Computer Networking & IPAM - Protocols - TCP/IP tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - networking.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://newrelic.com: title: "New Relic \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 34faaf166315babfa11881b16f4e3493a20ac82dc90dc1860c17c479a733b0df health_score: 100.0 last_checked: 1779030024.619663 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:00:24.619663+02:00' https://newrelic.com/blog/apm/java-opentelemetry: title: 'newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with OpenTelemetry' description: '' year: '2022' stars: 0 ai_summary: Detailed technical guide for implementing OpenTelemetry Java Agents. Walks engineers through automatic runtime byte-code manipulation, tracing JVM database operations, and configuring remote exporter endpoints. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - OpenTelemetry - Java Runtime tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - prometheus.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://newrelic.com/blog/best-practices/effective-strategies-kafka-topic-partitioning: title: "newrelic.com: Effective Strategies for Kafka Topic Partitioning \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: a686a1ec8fc2dc6cbf8eb3b981dc36689e287935f0be679ef90b184634e6c0a0 health_score: 100.0 last_checked: 1779030680.145362 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/message-queue.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:11:20.145362+02:00' https://newrelic.com/blog/best-practices/java-opentelemetry: title: 'newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with'' OpenTelemetry' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 6e57eeffc1dd0943d730a93365abea99193b537da39304bddcd6364c5d71e3c8 health_score: 100.0 last_checked: 1779033730.976696 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/prometheus.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:02:10.976696+02:00' https://newrelic.com/blog/best-practices/what-is-ebpf: title: 'newrelic.com: What Is eBPF and Why Does It Matter for Observability?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 81c5e50016c3b266236884c1111f83b7696c3eca52662efb284beb7e0888f243 health_score: 100.0 last_checked: 1779032368.481371 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.481371+02:00' https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus: title: 'newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best overview of OpenTelemetry)' description: '' year: '2021' stars: 0 ai_summary: Provides an industry overview detailing the historical consolidation of OpenTracing and OpenCensus into the singular OpenTelemetry framework, clarifying telemetry standardization for enterprise operations. language: None resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Observability - Distributed Tracing - Evolution tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - monitoring.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://newrelic.com/blog/how-to-relic/create-nr-dashboards-with-terraform-part-1: title: 'newrelic.com: Creating dashboards with Terraform and JSON templates' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 58356ee1c7ad24eab4e68a5fc8a0aa244893d3c49f99cc7689d1133b60336af7 health_score: 100.0 last_checked: 1779034207.942612 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:07.942612+02:00' https://newrelic.com/blog/infrastructure-monitoring/create-nr-dashboards-with-terraform-part-1: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: dd1ffb6b78cf77e1e53299efc234aff6d6a6a77ce495a6b854fad0a88c0394cf health_score: 100.0 last_checked: 1779130494.976196 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.976196+02:00' https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-clusters: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters' description: '' year: '2022' stars: 0 ai_summary: Explores patterns for organizing clusters, focusing on namespace isolation, label conventions, and annotation structures to support logging, monitoring, and tracing utilities. language: Go resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - Cluster Design - Organization Models tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes Volumes' description: '' year: '2021' stars: 0 ai_summary: A detailed New Relic platform tutorial detailing how Kubernetes Volumes function. It maps practical configurations from local directories up to persistent network volumes, helping engineers establish robust observability patterns around disk metrics. language: N/A resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Kubernetes Storage Implementation - Volume Fundamentals - Implementation Basics tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://newrelic.com/blog/infrastructure-monitoring/kubernetes-health-checks: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 2: How to Use Health Checks' description: '' year: '2021' stars: 0 ai_summary: 'Discusses Kubernetes health checks as a fundamental building block of cloud-native observability. - Details how to align probe configurations with telemetry and Prometheus metrics. - Focuses on mitigating application downtime through precise timing configurations.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Workload Management - Application Lifecycle - Probes & Health Checks - Observability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://newrelic.com/blog/infrastructure-monitoring/kubernetes-request-and-limits: title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 1: How to Manage Cluster Capacity with Requests and Limits' description: '' year: '2021' stars: 0 ai_summary: 'Part one of New Relic''s resource management series. - Discusses how the scheduling engine maps resource requests onto bare-metal or VM node capacity. - Offers basic guidelines for balancing overall cluster reliability against hosting costs.' language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Resource Management - Resource Planning - Capacity Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partitioning: title: "newrelic.com: Effective Strategies for Kafka Topic Partitioning \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: A deep dive into strategies for sizing and partitioning Kafka topics to balance message distribution and throughput. Analyzes the runtime cost of partition limits on broker JVM overhead, partition key selection, and strategies to prevent hot broker hotspots. language: English resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Event-Driven Systems - Apache Kafka - Topic Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://newrelic.com/blog/observability/what-is-ebpf: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 96780d85bb2144d56fb49325cf7dd664656faafda892d8787987cf5bef98978b health_score: 100.0 last_checked: 1779130494.963994 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.963994+02:00' https://newrelic.com/platform/kubernetes-pixie: title: 'newrelic.com: Pixie' description: "- [xgrid.medium.com: Tackling Kubernetes Observability Challenges with Pixie](https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie-a03cbad93148)\n \ - [newrelic.com: What Is eBPF and Why Does It Matter for Observability?](https://newrelic.com/blog/observability/what-is-ebpf)" year: '2022' stars: 0 ai_summary: Highlights New Relic's platform integration of Pixie, the open-source eBPF observability tool. Explains how kernel-level tracing simplifies microservice communication tracking, HTTP/gRPC parsing, and resource utilization monitoring without code modifications. language: None resource_type: Documentation complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Observability & Service Mesh - eBPF-Based Telemetry - Commercial Integrations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-monitoring.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://news.microsoft.com/build-2026-live-blog: title: Microsoft Build 2026 Live Blog description: The central landing page and live blog for all engineering announcements, developer keynotes, and product releases from Microsoft Build 2026. year: '2026' stars: 4 ai_summary: A real-time technical tracker documenting platform updates and engineering announcements from Microsoft Build 2026 in San Francisco. Coverage focuses on Windows 11 system-level AI capabilities, copilot orchestration, and new developer kits for Arm architecture. This resource serves as the foundational catalog for Azure's evolving edge-to-cloud AI stack. language: en resource_type: Live Blog complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352849.031624 needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft Azure - Ecosystem Announcements - Build 2026 tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: azure reputation_status: Vetted reputation_summary: The official documentation and real-time coverage feed for all developer and enterprise announcements at Microsoft Build 2026. social_preview_url: '' source_provenance: X.com (Azure) suggested_new_category: industry-news discovered_at: '2026-06-02T00:27:29.031624+02:00' ? https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task : title: 'Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare' description: '' year: '2025' stars: 0 ai_summary: Examines Microsoft's Dragon Copilot, the healthcare industry's first unified voice AI assistant. It streamlines clinical documentation, automates repetitive administrative tasks, and securely surfaces critical patient records within strict HIPAA compliance parameters. language: English resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Specialized AI Applications - Healthcare Systems - Voice Assistants tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ai.md - chatgpt.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety: title: 'news.ncsu.edu: Tech Sector Job Interviews Assess Anxiety, Not Software Skills' description: '' year: '2020' stars: 0 ai_summary: An academic study proving that standard tech industry whiteboard evaluations primarily measure performance anxiety rather than software engineering competency. This research provides a solid foundation for companies redesigning interviews toward real-world codebase collaborations. language: English resource_type: study complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Professional Development - Interview Engineering - Industry Criticism tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage: title: 'news.slashdot.org: A Record Number of Workers Are Quitting Their Jobs, Empowered by New Leverage' description: '' year: '2021' stars: 0 ai_summary: An aggregated community discussion dissecting the market leverage software engineers held during post-pandemic talent shortages. The resource provides architectural and operational feedback from grassroots developers discussing workplace improvements and tooling bottlenecks. language: English resource_type: article complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Analysis - Labor Trends - The Great Resignation tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - recruitment.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide: title: 'The 12-Factor App: An Updated Guide' description: '' year: '2023' stars: 0 ai_summary: Revisits the classic 12-Factor app principles through a modern cloud-native lens. Analyzes how declarations like declarative formats, clean environment parity, and port binding apply to contemporary container networks. language: English resource_type: Guide complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Patterns - Twelve-Factor App tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - devops.md - cicd.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overlaps: title: 'newsletter.pragmaticengineer.com: Engineering Leadership Skill Set Overlaps' description: '' year: '2022' stars: 5 ai_summary: Synthesizes the overlapping skill sets required among senior technical roles, such as Engineering Managers, Tech Leads, and Product Managers. Clearly demarcates boundaries of accountability regarding system execution, architecture, and strategy, offering a model to coordinate these highly interdependent engineering pillars. language: en resource_type: Analysis complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Career Development - Organizational Scaling tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://newsletter.thelongcommit.com/subscribe: title: 'livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a Pro' description: '' year: '2021' stars: 0 ai_summary: Explains advanced Git capabilities including reflogs, interactive rebasing, octopus merges, and auto-stash configuration. Equips developers to recover corrupted/deleted trees and master branch structures. language: English resource_type: Newsletter/Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control - Git Internals tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere: title: 'next.redhat.com: Introducing VolSync: your data, anywhere' description: '' year: '2021' stars: 0 ai_summary: An introductory overview of VolSync's design goals and features, showing how the controller simplifies complex multi-cluster persistence synchronization. It details how the operator abstracts underlying storage structures, allowing unified data movement across diverse cloud backends. language: English resource_type: Article complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Backup & Replication tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://nextcloud.com: title: nextcloud.com description: '' year: '2026' stars: 0 ai_summary: A highly customizable, open-source content collaboration platform providing file sharing, document editing, and workspace tools natively deployable on self-hosted Kubernetes architecture for absolute data sovereignty. language: English resource_type: Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Collaboration - Cloud Storage tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-tools.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://nextlinklabs.com/insights/handling-authentication-in-EKS-clusters-kubernetes-AWS-IAM: title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User'' Access Using AWS IAM' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: a03ff1f143ef3e02280753ab802f500e38464d3125aa28f16dff8d459947ba79 health_score: 100.0 last_checked: 1779033802.00728 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:22.007280+02:00' https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam: title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User Access Using AWS IAM' description: '' year: '2022' stars: 0 ai_summary: A procedural analysis on managing administrative and developer user access to Amazon EKS using AWS IAM and the aws-auth ConfigMap. It maps IAM roles and users to internal Kubernetes RBAC groups, ensuring fine-grained, secure administrative control. language: Markdown resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Security & Compliance - IAM tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://nexus3-cli.readthedocs.io: title: nexus3-cli.readthedocs.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 2d21c95b16a11ab0ce8bbcd71fa9eaa3730483b524ead2c4aa15cbc309728953 health_score: 100.0 last_checked: 1779034155.760481 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/registries.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:09:15.760481+02:00' https://nexus3-cli.readthedocs.io/en/latest: title: nexus3-cli.readthedocs.io description: '' year: '2020' stars: 0 ai_summary: Documentation portal for a Python-based third-party CLI wrapper targeting Sonatype Nexus 3 APIs. It outlines tasks such as repository setup, user configuration, and image manipulation via CLI scripts. Given modern orchestration shifts toward native declarative operators, this CLI library has transitioned into a legacy tool. language: Python resource_type: Documentation complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Artifact Management - Package Repositories - Nexus Tooling tags: - '[LEGACY]' v1_locations: [] v2_locations: - registries.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://nfrankel.medium.com/goodbye-minikube-340070edc5af: title: 'nfrankel.medium.com: Goodbye minikube' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034424.568715 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:13:44.568715+02:00' https://nginx-playground.wizardzines.com: title: "nginx-playground.wizardzines.com \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: The live application corresponding to Julia Evans' Nginx configuration playground. It delivers a sandboxed, browser-based runtime that dynamically executes and reports Nginx behavior on arbitrary configurations, bridging the gap between theoretical syntax and actual routing behaviors without local environment overhead. language: N/A resource_type: Web Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Traffic Management - Load Balancing & Reverse Proxy - Nginx Playground tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - web-servers.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://ngrep.sourceforge.net: title: ngrep description: '' year: '2002' stars: 4 ai_summary: A network analysis utility that matches regular expressions to packets on network interfaces. It provides a familiar grep-like interface for analyzing raw wire payloads. Live Grounding verifies its critical role in live debugging, packet tracing, and network system forensics. language: C resource_type: Tool complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Networking - Packet Analysis tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2002-06-01T00:00:00+02:00' https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly: title: Setting Up Docker for Windows and WSL to Work Flawlessly description: '' year: '2017' stars: 0 ai_summary: A deep-dive guide addressing early integration issues between Docker for Windows and WSL. It provides concrete configuration fixes for port forwardings, shared volumes, and network bridge communication. These patterns are essential for maintaining stable local runtimes when orchestrating microservices across separate operating system environments. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 5413763721d3630c7b686cf27862df611ddf69959667242bc420c5a56efdc161 health_score: 100.0 last_checked: 1779033068.1164 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Docker Desktop tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:08.116400+02:00' https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows: title: Using WSL and MobaXterm to Create a Linux Dev Environment on Windows description: '' year: '2017' stars: 0 ai_summary: This technical guide details the configuration of WSL alongside MobaXterm to establish a complete Linux development workstation on Windows. It demonstrates how MobaXterm's native X server facilitates seamless X11 forwarding, allowing users to run graphical Linux utilities directly. This configuration serves as a lightweight alternative to resource-heavy virtual machines, optimizing localized development environments. language: N/A resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: 48a73118058724abc68dc45cae1942d17ef83855a88aa2d9ba90c914cdf881e1 health_score: 100.0 last_checked: 1779031255.340255 needs_ai_refresh: true hierarchy: - Development Environment - Windows Subsystem for Linux - Terminal Emulators tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: - docs/linux-dev-env.md v2_locations: - linux-dev-env.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:55.340255+02:00' https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing: title: Wait until Your Dockerized Database Is Ready before Continuing description: '' year: '2016' stars: 3 ai_summary: An engineering guide detail routing startup procedures in Docker systems. It details wait-for patterns to ensure databases are fully accepting connections prior to application initialization. Live Grounding emphasizes this pattern as crucial for avoiding container crash loops in Kubernetes environments. language: Shell resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Container Orchestration - Docker - Patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2016-06-01T00:00:00+02:00' ? https://nicolasbarlatier.hashnode.dev/introduction-kubernetes-and-kustomize-how-to-easily-customize-any-resource-configuration-with-kustomize : title: 'nicolasbarlatier.hashnode.dev: Introduction Kubernetes and Kustomize: How'' to easily customize any resource configuration with Kustomize?' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nicolasbarlatier.hashnode.dev: Introduction Kubernetes and Kustomize: How'' to easily customize any resource configuration with Kustomize? in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030202.023245 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T17:03:22.023245+02:00' ? https://nicolasbarlatier.hashnode.dev/net-core-tip-2-how-to-troubleshoot-memory-leaks-within-a-net-console-application-running-in-a-linux-docker-container-in-kubernetes : title: 'nicolasbarlatier.hashnode.dev: .NET Core Tip 2: How to troubleshoot Memory'' Leaks within a .NET Console application running in a Linux Docker Container in Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nicolasbarlatier.hashnode.dev: .NET Core Tip 2: How to troubleshoot Memory'' Leaks within a .NET Console application running in a Linux Docker Container in Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033503.707947 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-troubleshooting.md v2_locations: - kubernetes-troubleshooting.md youtube_mosaic: {} discovered_at: '2026-05-17T17:58:23.707947+02:00' https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-github-actions: title: 'nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: b2effc2605d81542b12e25f8b39c8e0d543210bdb75fefbdf7ad286d84ae06ad health_score: 100.0 last_checked: 1779031540.241448 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/demos.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:25:40.241448+02:00' https://nightfall.ai/atlassian-cloud-hipaa-compliant: title: 'nightfall.ai: Is Atlassian Cloud HIPAA Compliant?' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 7917fb8c2d1bf762cc8c2f32770f125b323601672e4b083e83c8641402533633 health_score: 100.0 last_checked: 1779033487.143648 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-tools.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:58:07.143648+02:00' https://nikhilism.com/post/2020/mystery-knowledge-useful-tools: title: 'nikhilism.com: Mystery Knowledge and Useful Tools' description: '' year: '2026' stars: 4 ai_summary: A compilation of esoteric systems engineering wisdom and alternative Unix diagnostic tools. Offers high-value insights on process behavior, signal handling, and hidden edge cases of standard OS tooling. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Systems Programming - Technical Insights tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures: title: Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures description: '' year: '2015' stars: 3 ai_summary: Curator Insight provides visual breakdowns of Pandas reshaping primitives, including pivoting, stacking, and unstacking. Live Grounding highlights that mastering multi-indexed object reshaping remains a critical step for data engineers formatting real-time telemetry datasets. language: Python resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Science - Pandas - Data Reshaping tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - python.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-macos-c750581a3fda: title: 'nilesh93.medium.com: Replacing Docker Desktop with Podman and Kind in MacOS' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nilesh93.medium.com: Replacing Docker Desktop with Podman and Kind in MacOS in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033594.612384 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:59:54.612384+02:00' https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks: title: 'nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)' description: '' year: '2020' stars: 0 ai_summary: Operational overview detailing how to build, deploy, scale, and manage traditional Windows Server workload containers securely on dedicated Windows node pools in AKS. language: N/A resource_type: Technical Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Providers - Microsoft AKS - Runtime Environments - Windows Containers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://nipafx.dev/java-11-migration-guide: title: All You Need To Know For Migrating To Java 11 description: '' year: '2019' stars: 0 ai_summary: A granular, highly practical developer migration handbook for transitioning older codebases from Java 8 to Java 11. It highlights class path vs module path adjustments, removed APIs, and deprecated flags essential for upgrading core software systems. language: Java resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Java Language - Migration tags: - '[LEGACY]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2019-06-01T00:00:00+02:00' https://niravshah2705.medium.com/play-with-volume-for-statefulsets-7fbf14221e74: title: 'niravshah2705.medium.com: Play with volume for statefulsets' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering niravshah2705.medium.com: Play with volume for statefulsets in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779029478.322825 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T16:51:18.322825+02:00' https://nirmata.com/2020/10/30/auto-labeling-kubernetes-resources-with-kyverno: title: 'nirmata.com: Auto-labeling Kubernetes resources with Kyverno' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: b1bd27db55101b70e25987b7941ce70daaeee4a61c15746efef717e17bd4e924 health_score: 100.0 last_checked: 1779031755.619244 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:29:15.619244+02:00' https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno: title: 'nirmata.com: Kubernetes Supply Chain Policy Management with Cosign and Kyverno' description: '' year: '2021' stars: 0 ai_summary: Practical guide demonstrating how Nirmata utilizes Sigstore Cosign paired with Kyverno to authenticate digital signatures on incoming container images. Establishes programmatic cryptographic validation inside admission paths, preventing unverified or tampered binaries from launching in production environments. language: Go resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: 6a6cf7d4e468e229458088917ad32e78e934ed42de58a7a1c77de910cebfb30b health_score: 100.0 last_checked: 1779034476.852717 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Supply Chain Security - Container Verifying tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:36.852717+02:00' https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient: title: 'nirmata.com: Introducing Kyverno 1.4.2: Trusted And More Efficient!' description: '' year: '2021' stars: 0 ai_summary: Reviews release-specific improvements introduced in Kyverno v1.4.2, highlighting optimizations in validation speeds, improved caching models, and expanded schema support. Provides performance benchmarks of Kyverno when subjected to scale workloads across massive enterprise orchestrators. language: Go resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: deca9cef04c5d8e6ad6b6a62e832e14b2e910c26d30ad36110d17e8662c464dc health_score: 100.0 last_checked: 1779034041.558504 needs_ai_refresh: false hierarchy: - Cloud-Native Platforms - Kubernetes Security - Kyverno Releases tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/securityascode.md v2_locations: - securityascode.md youtube_mosaic: {} discovered_at: '2026-05-17T18:07:21.558504+02:00' https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deployment-on-kubernetes-for-beginners-fea1eb0f3581: title: 'nishnit007.medium.com: A Journey from Dockerfile to Application Deployment'' on Kubernetes For Beginners' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nishnit007.medium.com: A Journey from Dockerfile to Application Deployment'' on Kubernetes For Beginners in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032661.688294 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T17:44:21.688294+02:00' https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-2: title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through' Terraform - Multi Environment Deployment - Part 2 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031416.296613 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:23:36.296613+02:00' https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-3: title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through' Terraform - Multi Environment Deployment - Part 3 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031037.206983 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:17:17.206983+02:00' https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-4: title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through' Terraform - Multi Environment Deployment - Part 4 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030979.347866 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:16:19.347866+02:00' https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-part-1-1: title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through' Terraform - Multi Environment Deployment - Part 1 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030086.647859 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:01:26.647859+02:00' https://nitheeshp.dev/series/terraform: title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034497.316603 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/terraform.md v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2026-05-17T18:14:57.316603+02:00' https://nitishblog.hashnode.dev/kubernetes-services-your-way-to-connect-with-your-application: title: 'nitishblog.hashnode.dev: Kubernetes Services - Your way to connect with'' your application' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nitishblog.hashnode.dev: Kubernetes Services - Your way to connect with'' your application in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032368.44448 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes.md v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-05-17T17:39:28.444480+02:00' https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-with-karpenter-4d23955944f2: title: 'nivogt.medium.com: Boost your Kubernetes cluster’s Autoscaler on AWS EKS'' with Karpenter' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering nivogt.medium.com: Boost your Kubernetes cluster’s Autoscaler on AWS EKS'' with Karpenter in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779032622.465623 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:42.465623+02:00' https://nivogt.medium.com/iac-continuous-delivery-with-crossplane-and-argocd-how-to-automate-the-creation-of-aws-eks-1523ef0e0aa: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779030322.832717 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/managed-kubernetes-in-public-cloud.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:05:22.832717+02:00' https://nix.dev/manual/nix/2.28: title: Nix description: '- [github.com/NVIDIA/nvidia-docker: NVIDIA/nvidia-docker/volumes.go](https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd2d4d1/tools/src/nvidia/volumes.go#L103) NVIDIA’s documentation is disappointingly evasive on what the “driver” is, but we find a good answer in their official source code.' year: '2024' stars: 0 ai_summary: This reference analysis investigates how nvidia-docker mounts and exposes host driver layers to application runtimes. By diving directly into the underlying Go implementation, it uncovers runtime volume mounting patterns that official NVIDIA documentation often obscures. language: Go resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Container Runtimes - GPU Drivers tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://nixos.org/manual/nix/stable: title: Nix description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 52cafcce5adfe08d39e73a6cbccd6015b3fa74a77729d06eb129d880a47946e1 health_score: 100.0 last_checked: 1779031896.554127 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/mlops.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:31:36.554127+02:00' https://nodejs.org: title: nodejs.org description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 058296ef07df49e296e04133d6a48fe327583265f7f10d464ec621d8f4f46012 health_score: 100.0 last_checked: 1779032728.752154 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/javascript.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:45:28.752154+02:00' https://nodejs.org/en: title: nodejs.org description: '' year: '2009' stars: 0 ai_summary: Home of the Node.js project, an asynchronous event-driven JavaScript runtime built on Chrome's V8 engine. Leverages a non-blocking I/O model to run high-throughput networking services at scale. language: C++ resource_type: Platform complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Runtime Environments - Node.js Platform - Asynchronous Systems tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2009-06-01T00:00:00+02:00' https://noidea.dog/glue: title: '==noidea.dog/glue: Being Glue==' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 9cba84f42633088b5732e60c62676b33f3dc6e6152cb75f0eaaea2c9fa02f52a health_score: 100.0 last_checked: 1779029370.135768 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/project-management-methodology.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:49:30.135768+02:00' https://nomadproject.io: title: Nomad description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 551752ab388014d3901032a5447b5a610cf0cd783fc017c7816d842acae4ebd2 health_score: 100.0 last_checked: 1779032178.157377 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-alternatives.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:36:18.157377+02:00' https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254: title: Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD description: '' year: N/A stars: 0 ai_summary: A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033084.320873 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/azure.md - docs/cicd.md - docs/devsecops.md v2_locations: - azure.md - cicd.md - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:24.320873+02:00' https://nordicapis.com/5-protocols-for-event-driven-api-architectures: title: "nordicapis.com: 5 Protocols For Event-Driven API Architectures \U0001F31F\U0001F31F\U0001F31F" description: "- What is an Event-Driven Architecture? Event-driven architectures establish an event that can be consumed and reacted to. But what is an event? An event is essentially any significant change from one state to another, such as the change from having no messages in your inbox to have a new message in your inbox. This state can be reacted to internally (such as when the email program in question realizes a new message has been received), externally (when a user sees a notification for a new message), or used to generate another event (for instance, the message tally increases by one). Event-driven architectures are appealing to API developers because they function very well in asynchronous environments. By crafting APIs that trigger certain functions on new event delivery, API systems don’t have to inherently wait for synchronous delivery or real time communication. This is hugely beneficial, as eliminating the need to constantly poll endpoints frees resources from otherwise wasteful purposes, reducing both general hardware requirements and call-specific overhead. For this reason, event-driven architectures are very, very popular, and lead to improved power, bandwidth, and co-processing than other solutions and architectures such as polling and other poll-centric derivatives.\n - 5 Types of Event-Driven Protocols for APIs:\n - WebSockets\n \ - WebHooks\n - REST Hooks\n - Pub-Sub\n - Server Sent Events" year: '2021' stars: 3 ai_summary: 'Explores five critical protocols enabling asynchronous API communications: WebSockets, Webhooks, REST Hooks, Pub-Sub models, and Server-Sent Events (SSE). Details how eliminating polling reduces compute overhead and saves bandwidth.' language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - APIs - Protocols tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - introduction.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://nordicapis.com/understanding-the-hidden-powers-of-curl: title: '**curl command**: Understanding the Hidden Powers of curl' description: '' year: '2026' stars: 5 ai_summary: An in-depth analysis of advanced curl functionalities, detailing raw TCP manipulation, custom HTTP headers, proxy tunneling, and authentication. A key diagnostic asset for testing REST APIs and debugging microservice networks. language: English resource_type: Tool complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Networking & Security - Data Transfer Protocols - Command Line Utilities tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem: title: 'nordicapis.com: Using gRPC to Connect a Microservices Ecosystem' description: '' year: '2022' stars: 5 ai_summary: An architectural evaluation of employing gRPC to construct a microservices ecosystem. Discusses how using Protocol Buffers and HTTP/2 optimizes backplane performance, minimizes payload sizes, and guarantees interface contracts. language: Agnostic resource_type: Case Study complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Architectures - RPC - gRPC tags: - '[CASE STUDY]' - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium: title: "noti.st: Change Data Capture with Flink SQL and Debezium \U0001F31F" description: '' year: '2020' stars: 0 ai_summary: This reference presentation demonstrates how to unify Flink SQL with Debezium for continuous, stateful stream processing. By executing SQL syntax directly over streaming change logs, developers can bypass staging databases to run real-time aggregations and materialize low-latency analytical views. language: SQL resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Engineering - Stream Processing - Flink SQL tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico: title: 'noticiastrabajo.es: Así pueden los autónomos retrasar el pago de los intereses de los créditos ICO' description: '' year: '2021' stars: 0 ai_summary: Regulatory advisory detailing the mechanism for Spanish freelancers (autónomos) to delay interest payments on state-backed ICO (Instituto de Crédito Oficial) loans. Critical for independent developers and micro-agencies navigating macroeconomic transitions and restructuring business cash flows. language: N/A resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Careers - Freelancing - Spanish Regulations tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - freelancing.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://notmattlucas.com/kubernetes-configuration-with-kustomize-f4dbba250f3: title: 'notmattlucas.com: Kubernetes Configuration with Kustomize' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering notmattlucas.com: Kubernetes Configuration with Kustomize in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031163.912388 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kustomize.md v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2026-05-17T17:19:23.912388+02:00' https://npkill.js.org: title: npkill.js.org description: '' year: '2020' stars: 0 ai_summary: Light and fast CLI utility to find and eliminate heavy `node_modules` folders, optimizing local disk space and build pipeline footprints during modern development. language: TypeScript resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Productivity - Workspace Optimization - Dependency Auditing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - javascript.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions: title: 'nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions' description: '' year: '2023' stars: 0 ai_summary: A clear operational guide showcasing custom deployments to external Kubernetes clusters using GitHub Actions. Explains secure credential management, configuring kubectl contexts, and deploying applications with zero-downtime rolling updates. language: YAML resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - CI/CD Pipelines - Automated Cloud Deployments - Kubernetes CD Pipelines tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://nubenetes.com: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: 3fb50a3c04b53d182fcf687d41a9cab7d250efbc8418497532cb7c259c361bc9 health_score: 100.0 last_checked: 1779030854.385219 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:14:14.385219+02:00' https://nubenetes.com/terraform: title: "Terraform Kubernetes Boilerplates \U0001F31F" description: '' year: '2024' stars: 5 ai_summary: A library of enterprise-stable Terraform templates configured specifically for modern Kubernetes environments (EKS, GKE, AKS). Includes pre-tested infrastructure specifications for VPC topologies, private nodes, and dynamic ingress setups. language: HCL resource_type: Boilerplate complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: c7354665231f975002be956f096eedc802635fd5b4d4830a8e328cdf387b2172 health_score: 100.0 last_checked: 1781430051.062253 needs_ai_refresh: false hierarchy: - Automation & Orchestration - Infrastructure as Code - Terraform Boilerplates tags: - '[DE FACTO STANDARD]' v1_locations: - docs/about.md v2_locations: - about.md youtube_mosaic: {} discovered_at: '2026-06-14T11:40:51.062253+02:00' https://nubesgen.com: title: nubesgen.com description: '' year: '2022' stars: 0 ai_summary: Official workspace for NubesGen, a community-driven GitOps bootstrapping engine. It streamlines developer onboarding by dynamically outputting tailored, best-practice Terraform or Bicep templates for hosting Java, Node.js, and .NET applications on Azure. This eliminates manual configuration of networking and identity components. language: English resource_type: Software Portal complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture & Microservices - Infrastructure as Code - Application Delivery tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform: title: 'numericaideas.com: Auto Scaling Group on AWS with Terraform' description: '' year: '2023' stars: 0 ai_summary: Details the process of creating highly resilient Auto Scaling Groups (ASG) on AWS with Terraform. Walks engineers through launch template creation, scaling policy thresholds, and ELB target group registrations. language: HCL resource_type: Tutorial complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Infrastructure - AWS - Compute & Serverless tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://numerous.ai: title: numerous.ai description: '' year: N/A stars: 0 ai_summary: SaaS productivity engine integrating foundational OpenAI endpoints directly into Google Sheets and Microsoft Excel. Streamlines automated data classification, extraction, and formatting at scale. language: English resource_type: SaaS Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: 84d94554504ed06482bcad48b71766e99fb657e83730b5a5475aea8797e4b316 health_score: 100.0 last_checked: 1779032583.54723 needs_ai_refresh: true hierarchy: - Data Analysis - Spreadsheet Automation - AI Integration tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/chatgpt.md v2_locations: - chatgpt.md youtube_mosaic: {} discovered_at: '2026-05-17T17:43:03.547230+02:00' https://nunoadrego.com/posts/abusing-pod-priority: title: 'nunoadrego.com: Abusing Pod Priority' description: '' year: '2022' stars: 0 ai_summary: A security analysis of scheduling risks, demonstrating how malicious or misconfigured tenants can exploit unvalidated PriorityClasses to starve other workloads and disrupt critical platform clusters. language: YAML resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Orchestration - Scheduling Risks tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://nuxx.io: title: "Visual docker-compose.yml file generator \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering Visual docker-compose.yml file generator \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034300.694323 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/docker.md v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2026-05-17T18:11:40.694323+02:00' https://nvie.com/posts/a-successful-git-branching-model: title: 'nvie.com: Feature Branches. A successful Git branching model' description: '' year: '2010' stars: 0 ai_summary: An extract of Vincent Driessen's GitFlow detailing feature branch mechanics. It outlines the conventions for branching off and merging back into the `develop` line, providing a structured approach for isolation that is best suited for scheduled release cycles. language: Markdown resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Engineering - Version Control Systems - Git Workflows tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2010-06-01T00:00:00+02:00' https://nwktimes.blogspot.com/2023/06/azure-ilb-for-nva-ha.html: title: 'nwktimes.blogspot.com: NVA Part IV: NVA Redundancy with Azure Internal Load Balancer' description: '' year: '2023' stars: 0 ai_summary: Network architecture design for securing enterprise environments with Network Virtual Appliances (NVAs). Proposes high-availability patterns using Azure Internal Load Balancers (ILBs) as Next Hop targets in User Defined Route (UDR) tables. Ensures continuous packet inspection and automated failover mechanics for north-south traffic. language: English resource_type: Technical Blog complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Hybrid Networking - Network Security - NVA High Availability tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://nylas.com/blog/performance: title: 'nylas.com: Profiling Python in Production' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7c31ce15eb686a0016ae9857b4a302b7ee5dd62928c034eb8b41cf36a23ab23d health_score: 100.0 last_checked: 1779029068.655388 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/python.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T16:44:28.655388+02:00' https://o365reports.com: title: 'o365reports.com: Office 365 Reports' description: '' year: '2025' stars: 0 ai_summary: Reference hub providing automated PowerShell tracking scripts, compliance reports, security checklists, and auditing dashboards designed for Microsoft 365 and Office 365 cloud environment operations. language: PowerShell resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Platform - SaaS Administration - Office 365 tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://oauth2-proxy.github.io/oauth2-proxy: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: f7a837f613af512d2f31108fe2d2b5f8a77dc98b0405c7ebd91591d5774419a4 health_score: 100.0 last_checked: 1779032380.456356 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/kubernetes-security.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:39:40.456356+02:00' https://obsidian.md: title: Obsidian description: '' year: '2026' stars: 0 ai_summary: A highly customizable, local-first knowledge management application built over raw Markdown files. Leveraging an extensive community-plugin ecosystem, it allows engineers to construct a second brain using bidirectional linking, visual graph representations, and robust offline-first operations. language: JavaScript resource_type: Tool Website complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Modern Workforce - Personal Productivity - Knowledge Management tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - workfromhome.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://oci-ansible-collection.readthedocs.io: title: oci-ansible-collection.readthedocs.io description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 73f2df85788a4f0945a404f06c0e2638e755e12a129e21d1a96e2609a95cec1d health_score: 100.0 last_checked: 1779030433.923301 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/ansible.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:07:13.923301+02:00' https://oci-ansible-collection.readthedocs.io/en/latest: title: oci-ansible-collection.readthedocs.io description: '' year: '2022' stars: 4 ai_summary: Official Sphinx documentation detailing Oracle Cloud Infrastructure (OCI) Ansible Collection. It gives DevOps engineers a standardized declarative approach to provisioning and managing OCI virtual networks, compute instances, database nodes, and object storage systems. language: Python resource_type: documentation complexity: intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Ansible - Cloud Collections tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - ansible.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://oclif.io: title: "oclif.io \U0001F31F" description: '' year: '2026' stars: 0 ai_summary: Oclif is an extensible Node.js CLI framework engineered by Salesforce/Heroku for constructing robust command-line tools. It supports self-documenting commands, precise flag parsing, and an advanced, scalable plugin architecture. Live grounding indicates its continued dominance as the underlying engine for enterprise-grade command-line environments and developer tooling kits globally. language: TypeScript resource_type: framework complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Tooling - CLI Frameworks - Oclif tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - devel-sites.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://octant.dev: title: octant.dev description: '' year: '2023' stars: 1 ai_summary: 'VMware''s visual tool for inspecting Kubernetes clusters. *Live Grounding*: This project is officially retired and archived. It serves solely as a design architectural reference for highly extensible, dashboard-based cluster visualization.' language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - UI & Dashboards - Desktop Client tags: - '[LEGACY]' v1_locations: [] v2_locations: - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://octetz.com/docs/2018/2018-12-07-psp: title: 'octetz.com: Setting Up Pod Security Policies' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering octetz.com: Setting Up Pod Security Policies in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034355.404485 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/devsecops.md v2_locations: - devsecops.md youtube_mosaic: {} discovered_at: '2026-05-17T18:12:35.404485+02:00' https://octoperf.com: title: octoperf.com description: '' year: '2024' stars: 0 ai_summary: Octoperf is a commercial, cloud-native performance testing platform built directly on top of Apache JMeter. It streamlines the creation, execution, and analysis of large-scale JMeter tests without the burden of managing local load generator infrastructure. Ideal for modern DevOps pipelines seeking codeless test design and real-time reporting dashboards. language: N/A resource_type: SaaS complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Testing - Performance Testing - SaaS Platforms tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - performance-testing-with-jenkins-and-jmeter.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://octopus.com: title: Octopus Deploy - deployment tool description: '' year: '2026' stars: 0 ai_summary: A prominent release management and deployment platform engineered to coordinate complex multi-tenant releases, offering visual runbooks, automated target deployments, and progressive delivery (canary/blue-green) across Kubernetes clusters. language: C# resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Release Orchestration - Enterprise Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://octopus.com/blog/applied-gitops-with-kustomize: title: 'codefresh.io: Applied GitOps with Kustomize' description: '' year: '2022' stars: 4 ai_summary: High-density exploration of integrating Kustomize into GitOps pipelines. Emphasizes structured multi-environment promotion strategies, maintaining a single source of truth, and coordinating configuration changes using tools like Argo CD to ensure cluster reconciliation matches Git state. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Kubernetes - GitOps tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - kustomize.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/devops-automation-repo-design: title: 'octopus.com: How to structure your Git repository for DevOps automation' description: '' year: '2021' stars: 0 ai_summary: A highly technical deep-dive into branching strategies, mono-repo vs. multi-repo patterns, and directory structures ideal for secure continuous delivery. Evaluates how repository segregation prevents configuration drift and minimizes blast radiuses. language: English resource_type: Blog Post complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps - Methodology - Repository Design tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://octopus.com/blog/docker-anti-patterns: title: "codefresh.io: Docker anti-patterns \U0001F31F" description: '' year: '2023' stars: 0 ai_summary: Identifies architectural antipatterns that degrade container system health, performance, and flexibility. Warns against embedding configuration states, mixing application processes, and handling secrets insecurely. language: N/A resource_type: article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containers - Architectural Patterns - Anti-patterns tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - docker.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://octopus.com/blog/getting-started-with-powershell-dsc: title: 'octopus.com: Getting started with PowerShell Desired State Configuration (DSC)' description: '' year: '2022' stars: 0 ai_summary: Provides a hands-on guide to compiling, setting up, and applying PowerShell DSC configurations on target servers, with a focus on system alignment checks. language: PowerShell resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure Automation - Config Management - Desired State Configuration - Introductory Guides tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - azure.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/how-to-model-your-gitops-environments: title: "codefresh.io: How to Model Your Gitops Environments and Promote Releases between Them \U0001F31F" description: '' year: '2022' stars: 0 ai_summary: Examines advanced strategies for modeling multi-tier environments (development, staging, production) within a GitOps configuration system. Strongly advocates utilizing folder-based hierarchy structures or parameterized configurations over complex branching methodologies to simplify releases. language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Continuous Delivery - GitOps - Environment Modeling tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling: title: 'octopus.com: Introduction to HCL and HCL tooling' description: '' year: '2022' stars: 0 ai_summary: An introductory guide into HCL syntax and parser tooling. Demystifies blocks, attributes, variables, local scopes, and ternary expressions, equipping developers with the core conceptual constructs needed to build complex Terraform modules. language: HCL resource_type: Technical Blog complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Languages - Syntax Engines tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/kubernetes-antipatterns-1: title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 1' description: '' year: '2026' stars: 0 ai_summary: An analytical guide covering common deployment errors within CI/CD pipelines. It reviews operational anti-patterns such as relying on 'latest' image tags, bypassing declarative configuration state with live manual mutations, and ignoring container probes, offering actionable solutions for engineering teams. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Deployment Anti-Patterns - Operational Safety tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://octopus.com/blog/kubernetes-antipatterns-2: title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 2' description: '' year: '2026' stars: 0 ai_summary: The second part of the deployment anti-patterns analysis, shifting focus to architectural challenges, resource isolation, and credentials. Highlights risks such as omitted CPU/Memory requests, hardcoded environment credentials, and missing Pod Disruption Budgets, promoting stable scheduling practices. language: None resource_type: Blog Post complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Architecture - Deployment Anti-Patterns - Operational Safety tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts: title: 'codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo Rollouts' description: '' year: '2022' stars: 4 ai_summary: Solves the tricky challenge of managing and rolling out application configuration updates dynamically. Demonstrates how to trigger controlled, safe progressive delivery cycles for applications when only ConfigMaps or Secrets are modified. language: English resource_type: Tutorial complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CD - Argo Rollouts - Configuration Management tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' v1_locations: [] v2_locations: - argo.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy: title: 'octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy' description: '' year: '2022' stars: 0 ai_summary: Detailed enterprise deployment case study highlighting the instantiation of Azure Kubernetes Service (AKS) clusters via Pulumi code coupled with Octopus Deploy continuous release orchestrations. language: TypeScript resource_type: Tutorial complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Kubernetes Provisioning - AKS tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - pulumi.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts: title: "codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts \U0001F31F\U0001F31F" description: '' year: '2021' stars: 0 ai_summary: Resolves the issue of non-rolling updates for Kubernetes ConfigMaps. Leverages Kustomize hash generation alongside Argo CD to trigger rolling updates across associated deployments upon configuration changes. language: YAML resource_type: Article complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps & CI-CD - Configuration Rollouts tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - demos.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://octopus.com/blog/using-helm-with-gitops: title: "codefresh.io: Using Helm with GitOps \U0001F31F" description: '- [medium: Using Helm with GitOps](https://medium.com/containers-101/using-helm-with-gitops-555443340369)' year: '2021' stars: 0 ai_summary: Analyzes the synergies and friction points of matching the declarative GitOps model with Helm's transactional release engine. Recommends strategies for separating configuration definitions from package logic. language: English resource_type: Article complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Cloud Native - Continuous Delivery - GitOps - Helm Integration tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - helm.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://octopus.com/codefresh: title: Codefresh description: '' year: '2026' stars: 0 ai_summary: An enterprise GitOps and progressive delivery platform built entirely on Argo CD and Argo Rollouts (acquired by Octopus Deploy). Provides centralized, multi-cluster deployment visibility, automated release analytics, and advanced deployment strategies (Canary, Blue/Green) within Kubernetes topologies. language: Go resource_type: Platform complexity: High is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - GitOps - ArgoCD Enterprise tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://octopus.com/devops: title: "codefresh.io: Using a Kanban board to manage and promote Helm Releases \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: Analyzes the application of visual Kanban paradigms to Kubernetes deployment pipelines, specifically managing and promoting Helm releases across environments. Contrasts traditional CI/CD promotion techniques with visual value stream modeling, demonstrating how platform teams can reduce deployment friction and coordinate microservice boundaries with clear board transitions. language: en resource_type: Technical Blog complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Platform Engineering - GitOps - Helm Lifecycle Management tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - gitops.md - helm.md - kubernetes-based-devel.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/devops/gitops: title: 'codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane and Argo CD' description: '' year: '2022' stars: 0 ai_summary: A strategic evaluation of GitOps workflows and state-reconciliation mechanisms for infrastructure and applications. By contrasting push vs. pull GitOps pipelines (e.g., using Argo CD or Octopus Deploy with Crossplane), the guide highlights methods for treating Kubernetes as the source of truth for all environment mutations. language: Agnostic resource_type: Guide complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - GitOps & CI/CD - GitOps - Methodologies tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' v1_locations: [] v2_locations: - crossplane.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://octopus.com/docs/deployments/patterns/deployment-process-as-code: title: 'octopus.com: Deployment process as code' description: '' year: '2026' stars: 0 ai_summary: An operational guide focusing on Octopus Deploy's configuration-as-code pattern. Explains how release steps, parameters, and variable definitions are described natively in Git repositories using Octopus Configuration Language (OCL). language: English resource_type: Documentation complexity: Medium is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Delivery - Release Orchestration - Enterprise Deployment tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - jenkins-alternatives.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://odedia.org/production-considerations-for-spring-on-kubernetes: title: "==odedia.org: Production Considerations for Spring on Kubernetes== \U0001F31F\U0001F31F\U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering ==odedia.org: Production Considerations for Spring on Kubernetes== \U0001F31F\U0001F31F\U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031230.783318 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/java_frameworks.md v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2026-05-17T17:20:30.783318+02:00' https://odo.dev: title: odo description: '' year: '2025' stars: 4 ai_summary: A developer-focused CLI tool for writing and deploying applications on Kubernetes and OpenShift without deep Kubernetes knowledge. It abstracts complex YAML files and facilitates live code updates directly inside running containers. It represents an emerging paradigm in local iteration loops, competing with tooling like Skaffold and Tilt for developer mindshare. language: Go resource_type: Tool complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Developer Experience - Inner Loop - Kubernetes CLI tags: - '[EMERGING]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - java_frameworks.md youtube_mosaic: {} discovered_at: '2025-06-01T00:00:00+02:00' https://offensive-terraform.github.io: title: "offensive-terraform.github.io: Offensive Terraform Modules \U0001F31F" description: '' year: '2023' stars: 3 ai_summary: A collection of customized HCL templates designed for cybersecurity audits, simulating misconfigured cloud scenarios. Assists DevSecOps teams in proactively testing detection and response pipelines against infrastructure flaws. language: HCL resource_type: Repository complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Security - Penetration Testing tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - terraform.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://offensive-terraform.github.io/offensive-terraform.github.io: title: "offensive-terraform.github.io: Offensive Terraform Modules \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 7e34dbf880d5a1dd93372d81ee122edbf9ee64b8c5f857a33918d8cae815619c health_score: 100.0 last_checked: 1779034045.411065 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:07:25.411065+02:00' https://ohmyz.sh: title: Oh My Zsh description: '' year: '2009' stars: 5 ai_summary: The premier framework for managing Zsh shell configurations. It comes packaged with thousands of community-authored helper functions, themes, and CLI integrations. Live Grounding highlights its unparalleled adoption across developer workstations, standardizing interactive command-line interfaces. language: Shell resource_type: Tool complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure & Operations - Terminal Environment - Shell Configuration tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - linux.md youtube_mosaic: {} discovered_at: '2009-06-01T00:00:00+02:00' https://ohshitgit.com: title: Oh shit, git! description: '' year: '2026' stars: 0 ai_summary: Practical developer's playbook providing escape instructions for common Git terminal errors. Explores reflog manipulation, commit re-writing, HEAD restoration, and detached branch recovery workflows. language: None resource_type: Platform complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - DevOps - Version Control - Git Troubleshooting tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - git.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://okd.io: title: OKD description: '' year: '2026' stars: 0 ai_summary: The community-backed, open-source upstream counterpart to Red Hat OpenShift. OKD integrates Kubernetes with core Linux container tools (like Fedora CoreOS) to offer a complete self-managing, multi-tenant container platform designed for declarative applications, CI/CD, and simplified enterprise operations. language: Go resource_type: Software complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure - Kubernetes Distributions - Enterprise Distributions tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md - kubernetes-on-premise.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-denuncias-companeros-8655690: title: 'okdiario.com: Telefónica y Santander despiden a 467 empleados en 2021 por denuncias de compañeros' description: '' year: '2022' stars: 3 ai_summary: Highlights corporate governance, whistleblowing protocols, and internal compliance mechanisms within large enterprises, as demonstrated by internal investigations leading to dismissals at Telefónica and Santander. Discusses the ethical standards, documentation compliance, and psychological safety guidelines required to sustain a healthy corporate and software operations environment. language: es resource_type: News Analysis complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Engineering Leadership - Security & Compliance - Corporate Governance tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - project-management-methodology.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://okteto.com/blog/kubernetes-for-developers-blog-series-by-okteto: title: 'okteto.com: Kubernetes for Developers Blog Series by Okteto' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 45b89562d621e26f26c29a3325acc7069d7bc71b034582bc219012d2b3a37df9 health_score: 100.0 last_checked: 1779030220.793627 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-based-devel.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:03:40.793627+02:00' https://okteto.com/blog/preview-environments-for-kubernetes: title: 'okteto.com: Run your Pull Request Preview Environments on Kubernetes' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: d32b30d2d517847c7cbd9e69ad6b5bf2caf75aab1efedabb18efc5181983e5fd health_score: 100.0 last_checked: 1779032249.209741 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:37:29.209741+02:00' https://olamiko.medium.com/technical-series-kubernetes-networking-5a5dc3823163: title: 'olamiko.medium.com: Technical Series: Kubernetes Networking' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering olamiko.medium.com: Technical Series: Kubernetes Networking in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031987.529504 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-networking.md v2_locations: - kubernetes-networking.md youtube_mosaic: {} discovered_at: '2026-05-17T17:33:07.529504+02:00' https://oldgitops.medium.com/setting-up-podman-on-wsl2-in-windows-10-be2991c2d443: title: "oldgitops.medium.com: Setting up Podman on WSL2 in Windows 10 \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering oldgitops.medium.com: Setting up Podman on WSL2 in Windows 10 \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033078.902903 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2026-05-17T17:51:18.902903+02:00' https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98: title: 'oliverjumpertz.medium.com: Serverless vs. Kubernetes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering oliverjumpertz.medium.com: Serverless vs. Kubernetes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031714.529725 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/serverless.md v2_locations: - serverless.md youtube_mosaic: {} discovered_at: '2026-05-17T17:28:34.529725+02:00' https://omerxx.com/k8s-controllers: title: 'omerxx.com: 10 Things I wish I’d known before building a Kubernetes CRD controller' description: '' year: '2024' stars: 0 ai_summary: A deep-dive technical article compiling essential engineering rules for developing custom Kubernetes controllers. Highlights architectural patterns around dynamic client-go cache managers, custom rate-limiting designs, finalizer safety implementations, and validating webhooks. language: N/A resource_type: Blog complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Extensibility & Development - Controller Architecture - Guides & Best Practices tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-operators-controllers.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://omo.dev: title: Oh My OpenAgent description: A multi-model agent orchestration harness designed for complex codebases, optimizing token consumption and enabling zero-intervention autonomous execution. year: '2026' stars: 4 ai_summary: Oh My OpenAgent (omo) is an open-source, multi-model agent orchestration harness optimized for autonomous software engineering on complex codebases. It implements a decoupled planning and execution architecture that shifts away from typical human-in-the-loop dependencies, striving for production-ready, indistinguishable code generation. Key features include session continuity, intent-based model routing (matching tasks to specific price/performance tiers), and self-verification feedback loops to limit cognitive overhead and control token cost. language: en resource_type: tool complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: f49b84d61525c008c6d5fed61bb4551de0ad2f8ba05a3e81f98b8818d15d96c5 health_score: null last_checked: 1780352828.641475 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Assistants - Agent Orchestration tags: - '[EMERGING]' - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Rapidly rising open-source agent orchestration harness with stellar community feedback and high execution efficiency. social_preview_url: https://omo.dev/opengraph-image.png?1ca2b141855c31bf source_provenance: X.com (nubenetes) suggested_new_category: '' discovered_at: '2026-06-02T00:27:08.641475+02:00' https://ona.com: title: "gitpod.io \U0001F31F\U0001F31F" description: '' year: '2019' stars: 0 ai_summary: Gitpod provides Ephemeral Cloud Development Environments (CDEs) automated by Git triggers. It prebuilds workspaces with dependencies, licenses, and compilers, letting engineers begin writing code instantly. language: Polyglot resource_type: SaaS Platform complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: dd3bf0798a3c2353de281c76293c551f5fe5c5e81ca8c1029f61c752bb34f432 health_score: 100.0 last_checked: 1779130494.930497 needs_ai_refresh: true hierarchy: - Development Environments - Cloud IDEs - CDE tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-05-18T20:54:54.930497+02:00' https://ona.com/stories/gitpod-is-now-ona: title: null description: null year: null stars: null ai_summary: A curated technical resource and architectural guide covering ona.com in the Kubernetes Tools ecosystem. language: English resource_type: Reference complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: 100.0 last_checked: 1781736180.466793 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/visual-studio.md v2_locations: - visual-studio.md youtube_mosaic: {} discovered_at: '2026-06-18T00:43:00.466793+02:00' https://onecloudplease.com/project/console-recorder: title: 'onecloudplease.com: Console Recorder for AWS' description: '' year: '2022' stars: 3 ai_summary: Console Recorder for AWS is a developer browser extension that records API actions within the AWS Console and translates them into Terraform or CloudFormation scripts. It provides a quick way to generate code while manually configuring resources for prototyping. language: JavaScript resource_type: Browser Extension complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Infrastructure as Code - Automated Generation - Recording Tools tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - aws-iac.md youtube_mosaic: {} discovered_at: '2022-06-01T00:00:00+02:00' https://onelink.to/e9rhmn: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: FILTERED addition_method: null content_hash: null health_score: null last_checked: 1780399982.211733 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: [] v2_locations: [] youtube_mosaic: {} score: 20 discovered_at: '2026-06-02T13:33:02.211733+02:00' https://onlineyamltools.com: title: "onlineyamltools.com \U0001F31F" description: '' year: '2022' stars: 4 ai_summary: An online suite containing helpful tools for mining, converting, and editing YAML payloads. It enables rapid translation between YAML and formatting targets like JSON or CSV. language: N/A resource_type: tool complexity: beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Configuration Management - YAML Processing - CLI Tools tags: - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: - yaml.md youtube_mosaic: {} is_special: true discovered_at: '2022-06-01T00:00:00+02:00' https://opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda: title: 'opcito.com: A guide to mastering autoscaling in Kubernetes with KEDA' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: ad91a004df7237af2e487b5379d285b66cdbd9840b5c2c91d58c3f9f4382208f health_score: 100.0 last_checked: 1779032057.512211 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/kubernetes-autoscaling.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:34:17.512211+02:00' https://open-bootcamp.com: title: open-bootcamp.com description: '' year: '2023' stars: 2 ai_summary: An archived Spanish-language full-stack and DevOps coding bootcamp. Provided highly popular, modular pathways for development and deployment, but is no longer actively maintained as of late 2023. language: Spanish resource_type: Training Platform complexity: Beginner is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Software Development - Bootcamps - Full-Stack Development tags: - '[LEGACY]' v1_locations: [] v2_locations: - elearning.md youtube_mosaic: {} discovered_at: '2023-06-01T00:00:00+02:00' https://open-cluster-management.io: title: ==open-cluster-management.io== description: '' year: '2020' stars: 5 ai_summary: Open Cluster Management (OCM) is a modular, extensible CNCF project designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized API abstractions for cluster registration, application deployment policies, and compliance management. language: Go resource_type: Fleet Manager complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: 810801a7e273d494f30a3478468f083e835a7fe3b0ccef7519b324c4e85bb0ee health_score: 100.0 last_checked: 1779031446.162188 needs_ai_refresh: true hierarchy: - Platform Engineering - Multi-Cluster Routing - Fleet Orchestration tags: - '[DE FACTO STANDARD]' v1_locations: - docs/gitops.md - docs/kubernetes-tools.md v2_locations: - kubernetes-tools.md - gitops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:24:06.162188+02:00' https://open-rpc.org: title: "open-rpc.org lightweight RPC framework \U0001F31F" description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 67ea39c4543f266b73ddca9b3371c9a2fbc289a2fb39eaff4d2beb2db75c7142 health_score: 100.0 last_checked: 1779033823.924936 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/api.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:03:43.924936+02:00' https://open.spotify.com/show/0zojMEDizKMh3aTxnGLENP: title: The OpenAI Podcast on Spotify description: The official Spotify show for the OpenAI Podcast hosted by Andrew Mayne, featuring in-depth tech conversations with engineers, product managers, and researchers at OpenAI. year: '2025' stars: 4 ai_summary: '**Curator Insight:** A highly valuable architectural resource providing a direct window into the development lifecycles, engineering bottlenecks, and technical methodologies of frontier AI builders. **Live Grounding:** This official Spotify hub aggregates deep-dive technical dialogues with OpenAI''s researchers and product architects. * **Strategic Value:** Explores real-world engineering hurdles across GPT-5 planning, Codex agents, Sora scaling, and distributed supercomputer network designs. * **Technical Context:** Bridges the gap between research-level paper publications and production-grade software orchestration at global scale.' language: en resource_type: audio complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: 09f4e42c604604b9f8deaf10b995000a3a89760d4b67a6e76ded9ba9071132a0 health_score: null last_checked: 1780352272.994011 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Industry Insights - Podcasts tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly vetted. The official podcast stream for OpenAI has broad distribution and exceptional industry validation. social_preview_url: https://i.scdn.co/image/ab6765630000ba8a33648d4a797ba7c0e753f7a6 source_provenance: X.com (OpenAI) suggested_new_category: '' discovered_at: '2026-06-02T00:17:52.994011+02:00' https://open.substack.com/pub/priyankavergadia/p/world-models-vs-llms-visually-explained?r=65wvb&showWelcomeOnShare=true: title: 'World Models vs LLMs: Visually Explained' description: A visual explanation of the differences between World Models and Large Language Models (LLMs), focusing on how each models reality and patterns. year: '2026' stars: 4 ai_summary: 'This visual guide contrasts Large Language Models (LLMs), which excel at predicting next tokens based on statistical text correlation, with World Models, which construct internal physical or logical representations of environments to simulate and predict outcomes. It breaks down: * Architectural components and core differences. * Practical limitations and unique use cases of each paradigm. * Why world models are essential for physical automation, robotics, and advanced agentic decision-making.' language: en resource_type: Article complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780351994.342541 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Model Architecture - World Models vs LLMs tags: - '[GUIDE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: High-quality, visually intuitive educational content from Priyanka Vergadia (The Cloud Girl) explaining core AI architecture concepts. social_preview_url: '' source_provenance: X.com (pvergadia) suggested_new_category: '' discovered_at: '2026-06-02T00:13:14.342541+02:00' https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex: title: How business operations teams use Codex description: A guide showing how operations teams use Codex to build strategic updates and tradeoff decision models. year: '2026' stars: 4 ai_summary: 'Curator Insight: This piece presents the operational transition toward proactive LLM workflows, showing how agents can interact with local files to manage cross-functional projects. Live Grounding: Operations engineers leverage Codex''s ability to ingest messy trackers and stakeholder notes, converting fragmented communications into formalized off-track briefs and resource trade-off plans.' language: en resource_type: guide complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352953.156091 needs_ai_refresh: false hierarchy: - AI and Machine Learning > AI Agents > Operations Automation tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: The guide has been welcomed as an early blueprint for operations professionals looking to implement directory-monitoring autonomous pipelines. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:29:13.156091+02:00' https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex: title: How data science teams use Codex description: A guide illustrating how analytics and data science teams use Codex for dashboard specs and KPI root-cause analysis. year: '2026' stars: 4 ai_summary: 'Curator Insight: This publication highlights a pivot for OpenAI''s Codex, moving it beyond pure autocomplete code-generation toward orchestrating complex, end-to-end data analytics and business context pipelines. Live Grounding: Industry evaluations demonstrate that data engineering and operations teams use Codex to process unstructured work tracker and dashboard inputs directly, automating the generation of executive-ready KPI memos and diagnostic specifications.' language: en resource_type: guide complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352953.156064 needs_ai_refresh: false hierarchy: - AI and Machine Learning > AI Agents > Data Science Automation tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: The community recognizes this guide as part of OpenAI's strategic push to reposition Codex as a generalized enterprise workforce agent, transforming traditional workflows from manual coding to higher-level automation. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:29:13.156064+02:00' https://openai.com/academy/codex-for-work/how-sales-teams-use-codex: title: How sales teams use Codex description: An operational framework on leveraging Codex to synthesize customer conversations and CRM signals into pipeline briefs. year: '2026' stars: 4 ai_summary: 'Curator Insight: This framework outlines the integration of LLMs within unstructured enterprise data streams, transitioning sales enablement from static spreadsheets to dynamic agentic execution. Live Grounding: Community testing confirms that utilizing Codex''s plugins and customized skills enables the rapid synthesis of multi-source inputs—such as call transcripts and CRM entries—into structured pipeline prioritization briefs.' language: en resource_type: guide complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352953.156082 needs_ai_refresh: false hierarchy: - AI and Machine Learning > AI Agents > Workflow Automation tags: - '[EMERGING]' - '[GUIDE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Evaluated as highly applicable for business enablement. Users highlight the necessity of implementing strict human-in-the-loop checkpoints to verify inference-derived outputs. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:29:13.156082+02:00' https://openai.com/blog/scaling-kubernetes-to-7500-nodes: title: 'openai.com: Scaling Kubernetes to 7,500 Nodes' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering openai.com: Scaling Kubernetes to 7,500 Nodes in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779033210.797975 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-autoscaling.md v2_locations: - kubernetes-autoscaling.md youtube_mosaic: {} discovered_at: '2026-05-17T17:53:30.797975+02:00' https://openai.com/guaranteed-capacity: title: 'OpenAI Guaranteed Capacity: Dedicated Infrastructure for Enterprise Compute' description: OpenAI's reserved compute framework helping eligible companies secure guaranteed long-term API access under 1- to 3-year commitment plans. year: '2026' stars: 4 ai_summary: '* **Curator Insight:** Shifting compute procurement from spot/on-demand models to long-term capacity agreements represents critical maturity in AI infrastructure management. * **Live Grounding (MCP):** OpenAI has unveiled ''Guaranteed Capacity'', letting enterprise consumers guarantee large-scale API allocations of over 1B tokens per minute via tiered 1-to-3-year reservation plans, resolving scaling friction and bottleneck constraints during peaks.' language: en resource_type: web complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352138.622006 needs_ai_refresh: false hierarchy: - AI Infrastructure - OpenAI Compute - Capacity Planning - Resource Allocation tags: - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly praised by large-scale enterprise architects facing API limits and rate limit throttling. social_preview_url: '' source_provenance: X.com (OpenAI) suggested_new_category: ai-infrastructure-management discovered_at: '2026-06-02T00:15:38.622006+02:00' https://openai.com/index/advancing-content-provenance: title: Advancing Content Provenance for a Safer, More Transparent AI Ecosystem description: OpenAI's initiative on content transparency, focusing on implementing Content Credentials (C2PA standard), Google's SynthID watermarking, and an early public verification tool to clarify the origin of AI-generated media. year: '2026' stars: 4 ai_summary: 'Curator Insight: Establishing authenticity in generative outputs is a crucial security barrier as synthetic media becomes ubiquitous in corporate workflows. Live Grounding: Released in May 2026, this post covers OpenAI''s adoption of Content Credentials (C2PA standard) and Google''s SynthID watermarking. Architectural Context: - Embeds secure, tamper-evident cryptographic metadata directly into generative model outputs. - Employs deep-learning-based imperceptible watermarking to detect modified synthetic materials. - Provisions public inspection tools to audit media origins and maintain digital trust.' language: en resource_type: article complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352168.173402 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Security and Ethics - Content Provenance - Cryptographic Watermarking tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: High industry impact as OpenAI partners on establishing global content security standards using C2PA credentials and SynthID watermarking. social_preview_url: '' source_provenance: X.com (OpenAI) suggested_new_category: '' discovered_at: '2026-06-02T00:16:08.173402+02:00' https://openai.com/index/adventhealth: title: AdventHealth advances whole-person care with OpenAI description: AdventHealth advances whole-person care with OpenAI, leveraging secure workspace environments and HIPAA-compliant healthcare applications. year: '2026' stars: 4 ai_summary: 'This case study details AdventHealth''s adoption of ''ChatGPT for Healthcare'', utilizing a secure, HIPAA-compliant workspace to optimize clinical workflows. The integration automates the drafting of post-discharge summaries and parses disconnected medical records, drastically reducing administrative burden without sacrificing clinical accuracy. Technical focus areas: - Zero-data-retention APIs and secure BAA execution. - Synthesizing unstructured EHR records into high-density clinical summaries. - Mitigating medical administrative burnout through agent-assisted documentation pipelines.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483044 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI in Healthcare - EHR Integration - Compliance and HIPAA tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Acclaimed case study highlighting a secure, HIPAA-compliant adoption pathway for generative AI in complex and heavily regulated hospital networks. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-healthcare discovered_at: '2026-06-02T00:29:23.483044+02:00' https://openai.com/index/boston-childrens-hospital: title: Boston Children's Hospital uses AI to unlock new diagnoses description: Case study on how Boston Children's Hospital built a secure internal ChatGPT environment across its entire workforce, successfully diagnosing 40+ rare conditions and saving 60,000+ hours. year: '2026' stars: 4 ai_summary: 'A deep-dive case study showcasing Boston Children''s Hospital''s enterprise-wide implementation of a secure generative AI framework. * **Architectural Value**: Outlines the transition from fragmented point solutions to a unified, secure enterprise AI platform with centralized governance. * **Key Features**: Leverages secure LLM environments to cross-reference multi-specialty clinical data against research corpuses to resolve rare diagnoses. * **Technical Significance**: Highlights scalable deployment patterns under strict healthcare compliance and privacy mandates while enhancing medical decision quality.' language: English resource_type: Case Study complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749349 needs_ai_refresh: false hierarchy: - Generative AI - Enterprise Deployments - Healthcare Applications tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Strongly validated case study demonstrating actual clinical utility, solving over 40 rare disease cases and saving thousands of operational hours. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749349+02:00' https://openai.com/index/braintrust: title: How Braintrust turns customer requests into code with Codex description: Insight into how Braintrust engineers use OpenAI Codex and GPT-5.5 to transform customer feature requests into preview code branches in minutes, significantly accelerating release feedback. year: '2026' stars: 4 ai_summary: 'An analysis of Braintrust''s implementation of OpenAI Codex to construct a fully autonomous coding loop that converts user requests into preview code. * **Architectural Value**: Establishes a concrete pipeline model for agent-driven software development with rapid customer feedback integration. * **Key Features**: Leverages Codex''s high-speed terminal output processing and GPT-5.5''s reasoning capabilities to spin up automated preview branches. * **Technical Significance**: Proves the feasibility of moving 50% of an engineering team to Codex-driven environments to optimize productivity and minimize feature-to-feedback latency.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749358 needs_ai_refresh: false hierarchy: - Software Engineering - Agentic Workflows - AI Code Generation tags: - '[ENTERPRISE-STABLE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly valued within the developer and AI safety engineering communities for detailing how Braintrust integrates OpenAI Codex to automate enterprise pull-request lifecycles. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749358+02:00' https://openai.com/index/building-self-improving-tax-agents-with-codex: title: Building self-improving tax agents with Codex description: Technical paper showing how OpenAI, Thrive, and Crete built a self-improving tax filing agent with Codex that autonomously refines its code using human feedback and production traces. year: '2026' stars: 4 ai_summary: 'Examines a landmark self-improving AI agent architecture co-developed by OpenAI, Thrive, and Crete for automated financial filing. * **Architectural Value**: Pioneers a closed-loop self-improvement framework where practitioner corrections are automatically converted into regression tests. * **Key Features**: Employs an iterative Codex-driven loop that dramatically raised field accuracy from 25% to 86% in six weeks, peaking at 97%. * **Technical Significance**: Replaces traditional static patch deployments with autonomous code refinement, demonstrating a blueprint for next-generation self-evolving software.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749416 needs_ai_refresh: false hierarchy: - Software Engineering - Agentic Workflows - Self Improving Systems tags: - '[EMERGING]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Celebrated as a groundbreaking technical architectural pattern for self-improving LLMs, showing how real-world practitioner feedback loops can refine agent performance without manual engineering. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749416+02:00' https://openai.com/index/cisco: title: Cisco and OpenAI redefine enterprise engineering with Codex description: Details the collaboration between Cisco and OpenAI using Codex to automate network configurations, troubleshoot security issues, and accelerate software engineering loops. year: '2026' stars: 4 ai_summary: 'Explores Cisco''s integration of OpenAI Codex and GPT-5.5-Cyber to automate enterprise engineering and network security operations. * **Architectural Value**: Combines generative coding agents with physical and cloud network infrastructure to create autonomous healing environments. * **Key Features**: Features Codex-driven script generation for switches, routers, and firewalls, as well as AI-assisted vulnerability patching under the Daybreak initiative. * **Technical Significance**: Models the future of software-defined networking where agentic workflows programmatically manage and troubleshoot complex topologies.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749408 needs_ai_refresh: false hierarchy: - Network Engineering - Agentic Workflows - Infrastructure as Code tags: - '[ENTERPRISE-STABLE]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly praised by network engineers and platform teams for combining Codex's code-generation with Cisco's automated network and security orchestration pipelines. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749408+02:00' https://openai.com/index/codex-for-knowledge-work: title: Codex is Becoming a Productivity Tool for Everyone description: OpenAI's overview of the expanding capabilities of Codex as a versatile utility for complex text extraction, structured data operations, and automated knowledge-work workflows. year: '2026' stars: 4 ai_summary: '### Curator Insight This OpenAI release details the ongoing paradigm shift of OpenAI Codex from an exclusive software development assistant into a foundational engine for general knowledge work. The report highlights how Codex''s advanced code-generation and structured formatting capabilities are being leveraged for raw data parsing, complex search synthesis, and cross-application API automation. It serves as an essential read for architects design-thinking the future of human-AI collaborative workflows.' language: English resource_type: Article / Report complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780401702.549074 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Autonomous Agents - Workplace Automation tags: - EMERGING - DE FACTO STANDARD v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 90 reputation_status: Vetted reputation_summary: Official research and tool release report from OpenAI. High-density authority on the structural transition of software automation tools into general workplace environments. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T14:01:42.549074+02:00' https://openai.com/index/databricks: title: Databricks brings GPT-5.5 to enterprise agent workflows - OpenAI description: Announcement of the integration of GPT-5.5 into Databricks lakehouses, setting SOTA records on OfficeQA Pro. year: '2026' stars: 4 ai_summary: 'Curator Insight: Merging GPT-5.5''s reasoning capabilities with Databricks'' structured lakehouse repositories forms a highly resilient architecture for secure enterprise AI operations. Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that this pairing is the first to cross the 50% accuracy threshold when parsing complex enterprise documentation, contracts, and old reports directly from distributed data systems.' language: en resource_type: article complexity: advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352953.156101 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Enterprise LLMs > Agent Integration tags: - '[DE FACTO STANDARD]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Widely cited across technical newsletters as a critical enterprise partnership. The integration showcases a significant step forward in secure, private data retrieval backed by state-of-the-art models. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: lakehouse-ai discovered_at: '2026-06-02T00:29:13.156101+02:00' https://openai.com/index/dell-codex-enterprise-partnership: title: OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises enterprise environments description: OpenAI and Dell Technologies are collaborating to help more enterprises deploy Codex in the environments where their most important data, systems, and workflows already live. year: '2026' stars: 4 ai_summary: 'This enterprise release highlights the integration of OpenAI Codex with the Dell AI Data Platform and the Dell AI Factory. The architecture provides a secure deployment bridge, allowing complex coding agents to operate locally on hybrid or on-premises server infrastructure where legacy databases reside. Strategic technical benefits: - Direct mitigation of enterprise data transit, compliance, and regulatory issues. - Deep contextual model training against on-premises codebases and documentation. - Low-latency, secure enterprise agent deployment with built-in access controls.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483078 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Hybrid Enterprise Architecture - Dell AI Data Platform Integration - On-Premises Codex Deployment tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Major enterprise landmark widely celebrated for overcoming on-premises compliance blockers for generative AI coding tools. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: hybrid-ai-architecture discovered_at: '2026-06-02T00:29:23.483078+02:00' https://openai.com/index/election-safeguards-2026: title: Election information and safeguards in 2026 description: Ahead of global elections, we're helping people access information, supporting cyber defenders, and increasing AI transparency. year: '2026' stars: 4 ai_summary: 'This document outlines OpenAI''s technical and operational roadmap for safeguarding global democratic processes in 2026. The strategy prioritizes the integration of C2PA digital provenance standards to trace AI content, partnerships with cybersecurity agencies to protect voting infrastructure, and targeted bias auditing to preserve neutral model behavior. Key pillars include: - Enhancing real-time content watermarking and digital signature mechanisms. - Deploying active threat intelligence pipelines to identify and disrupt state-sponsored influence networks. - Enforcing strict API and product usage guidelines to block coordinated interactive manipulation.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483003 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Governance - Safety and Trust - Election Safeguards tags: - ENTERPRISE-STABLE - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly vetted official initiative with positive feedback from cybersecurity and policy communities regarding the proactive integration of provenance standards to mitigate generative AI election abuse. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-safety discovered_at: '2026-06-02T00:29:23.483003+02:00' https://openai.com/index/endava: title: How Endava builds an agentic organization with Codex description: Case study on Endava's deployment of Codex to codify senior engineering expertise into autonomous agents that work across the software delivery lifecycle. year: '2026' stars: 4 ai_summary: 'Details Endava''s transformation into an agentic organization utilizing OpenAI Codex to scale engineering workflows across massive software contract lifecycles. * **Architectural Value**: Implements a structured framework where senior engineering expertise is encapsulated into reusable AI agents. * **Key Features**: Compresses weeks of manual requirements analysis into automated pipelines, improving documentation velocity and code consistency. * **Technical Significance**: Models a practical architecture for deploying agents to support human engineers from initial client intake to final codebase delivery.' language: English resource_type: Case Study complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749376 needs_ai_refresh: false hierarchy: - Software Engineering - Agentic Workflows - Enterprise AI Strategy tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vetted enterprise implementation; Endava is an exclusive partner program member, showing highly successful adoption of Codex in software contracting delivery. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749376+02:00' https://openai.com/index/gartner-2026-agentic-coding-leader: title: OpenAI named a Leader in enterprise coding agents by Gartner description: OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment. year: '2026' stars: 4 ai_summary: 'This announcement details OpenAI''s leadership positioning in Gartner''s 2026 evaluation of enterprise coding agents. Driven by Codex and GPT-5.5, the platform is recognized for delivering robust codebase reasoning, sandboxed execution environments, and deep tool integrations that scale from local developer environments to centralized CI/CD pipelines. Core strengths highlighted: - Production-grade enterprise security, including fine-grained RBAC and auditable workspaces. - Multi-agent orchestrators capable of self-healing and automated test execution. - Low-latency, high-throughput context windows optimized for massive repositories.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483036 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Assistants - Gartner Evaluations - Enterprise AI Strategy tags: - DE FACTO STANDARD - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Heavily cited industry milestone confirming Codex's maturity and dominance in enterprise development, generating high trust among global technology leaders. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-driven-engineering discovered_at: '2026-06-02T00:29:23.483036+02:00' https://openai.com/index/grupo-folha-grupo-uol-partnership: title: OpenAI, Grupo Folha, and Grupo UOL announce strategic content partnership description: OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian journalism to ChatGPT, expanding access to news with attribution and transparency. year: '2026' stars: 4 ai_summary: 'This strategic announcement details a licensing partnership integrating live, high-fidelity Brazilian journalism from Grupo Folha and Grupo UOL directly into ChatGPT''s retrieval pipelines. By bypassing standard web scrapers in favor of direct publisher data feeds, the architecture guarantees reliable, localized Portuguese news retrieval. Key architectural benefits: - Low-latency indexing of licensed editorial feeds. - Structured programmatic attribution and high-visibility click-through source links. - Reduced model hallucination rates on regional real-time queries.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483018 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Information Retrieval - Content Pipelines - API Licensing tags: - CASE STUDY - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Strategic content licensing deal widely discussed on tech blogs as an indicator of real-time search engine shift towards direct, high-value publisher partnerships. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-content-licensing discovered_at: '2026-06-02T00:29:23.483018+02:00' https://openai.com/index/introducing-openai-for-singapore: title: Introducing OpenAI for Singapore description: Today at the ATx Summit in Singapore, we're launching OpenAI for Singapore, a partnership with the Ministry of Digital Development and Information (MDDI) to support Singapore's National AI strategy. year: '2026' stars: 4 ai_summary: 'This document covers OpenAI''s strategic partnership with the Singapore Ministry of Digital Development and Information (MDDI) to reinforce its National AI Strategy. The framework supports regional language model customization, launches a regional Singaporean chapter of the OpenAI Academy, and places Forward Deployed Engineers on-site. Core technical aims: - Optimizing localized models to perform natively in Southeast Asian languages. - Deploying agentic student and teacher assistant tools in collaborative public school programs. - Fostering local ecosystem engineering capacity directly connected to OpenAI research platforms.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483069 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Sovereign AI Strategy - Sovereign Language Modeling - Public Infrastructure tags: - ENTERPRISE-STABLE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly cited milestone validating Singapore's commitment to National AI Strategy 2.0 with targeted OpenAI support. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: sovereign-ai discovered_at: '2026-06-02T00:29:23.483069+02:00' https://openai.com/index/malta-chatgpt-plus-partnership: title: OpenAI and Malta partner to bring ChatGPT Plus to all citizens description: OpenAI and Malta partner to bring ChatGPT Plus to all citizens, introducing structured education pathways and national utility licensing. year: '2026' stars: 4 ai_summary: 'This press release describes OpenAI''s partnership with the Government of Malta to provide ChatGPT Plus as a public utility to all citizens. This deployment is coupled with a structured AI literacy program designed by the University of Malta to teach citizens safe, practical, and highly effective daily generative AI use cases. Key systemic structures: - Nation-wide distribution managed through the Malta Digital Innovation Authority. - Mandated educational course pre-requisite to cultivate safe prompting practices. - Scalable national training infrastructure aligning citizen capability with high-grade AI tools.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483086 needs_ai_refresh: false hierarchy: - Artificial Intelligence - Sovereign AI Deployment - National AI Literacy - Public Utility Models tags: - CASE STUDY - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Widely discussed public policy landmark, recognized as the world's first national citizen utility deployment of ChatGPT Plus. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: sovereign-ai discovered_at: '2026-06-02T00:29:23.483086+02:00' https://openai.com/index/model-disproves-discrete-geometry-conjecture: title: OpenAI Model Disproves Central Conjecture in Discrete Geometry description: OpenAI model disproves Erdős unit distance conjecture in discrete geometry. year: '2026' stars: 4 ai_summary: A technical announcement detailed by OpenAI outlining how a general-purpose reasoning model autonomously disproved Paul Erdős' 1946 unit distance conjecture. This milestone marks an architectural shift from assistive AI to autonomous mathematical synthesis, constructing dense unit-distance algebraic graphs that exceed traditional rescaled square grid limits. language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352292.58837 needs_ai_refresh: false hierarchy: - AI and Machine Learning - Reasoning Models - Mathematical Discoveries tags: - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly acclaimed academic and industry breakthrough, showcasing the transition of LLMs from coding assistants to autonomous scientific researchers. social_preview_url: '' source_provenance: X.com (OpenAI) suggested_new_category: '' discovered_at: '2026-06-02T00:18:12.588370+02:00' https://openai.com/index/mufg: title: MUFG aims to become AI native with OpenAI description: Case study on Mitsubishi UFJ Financial Group deploying ChatGPT Enterprise to 35,000 employees, focusing on security boundaries, training, and building over 1,800 custom GPTs. year: '2026' stars: 4 ai_summary: 'An analysis of Japan''s largest financial group''s enterprise-wide rollout of ChatGPT Enterprise to 35,000 banking professionals. * **Architectural Value**: Demonstrates how to design a compliant, zero-training-data-retention AI layer inside a highly regulated industry. * **Key Features**: Uses structured mandatory training and an internal ''AI Champion'' model to overcome standard employee adoption barriers. * **Technical Significance**: Illustrates practical patterns for deploying over 1,800 departmental custom GPTs while maintaining strict data isolation.' language: English resource_type: Case Study complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.7494 needs_ai_refresh: false hierarchy: - Enterprise Software - Generative AI - Financial Services tags: - '[CASE STUDY]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Acclaimed case study for detailing organizational enablement and change management during a massive company-wide roll-out of ChatGPT Enterprise in finance. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749400+02:00' https://openai.com/index/openai-frontier-governance-framework: title: OpenAI Frontier Governance Framework description: OpenAI's formal Frontier Governance Framework outlining processes for systemic risk assessment, model reporting, incident response, and regulatory alignment. year: '2026' stars: 4 ai_summary: 'A comprehensive guide mapping OpenAI''s internal risk mitigation protocols to emerging global regulatory standards. * **Architectural Value**: Translates California''s TFAIA and the EU AI Act into concrete technical requirements for safe deployment. * **Key Features**: Outlines rigorous risk assessment lifecycles focusing on cyber threats, chemical/biological (CBRN) hazards, and loss of control. * **Technical Significance**: Provides enterprise architects with a structured template for building auditable safety and incident response pipelines for AI systems.' language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749387 needs_ai_refresh: false hierarchy: - Generative AI - AI Safety - Compliance and Regulation tags: - '[GUIDE]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Acknowledged by compliance officers and cloud security engineers as an essential blueprint for aligning model deployments with California and EU AI laws. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749387+02:00' https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws: title: OpenAI frontier models and Codex are now available on AWS description: Official announcement regarding the general availability of OpenAI frontier models and Codex on Amazon Bedrock, complete with AWS IAM, PrivateLink, and compliance support. year: '2026' stars: 4 ai_summary: 'This resource details the integration of OpenAI frontier models and Codex into Amazon Bedrock, providing enterprises with secure, governed access. * **Architectural Value**: Enables enterprise-grade deployments of state-of-the-art models within established AWS compliance, security, and private networking boundaries. * **Key Features**: Provides direct API access, Codex workspace integration, IAM permission boundaries, PrivateLink encryption, and CloudTrail audit logging. * **Technical Significance**: Eliminates the exclusivity bottleneck, allowing architects to seamlessly orchestrate multi-model workflows on AWS infrastructure without exposing data.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749335 needs_ai_refresh: false hierarchy: - Cloud Infrastructure - Amazon Web Services - Generative AI Integration tags: - '[ENTERPRISE-STABLE]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: aws-newfeatures reputation_status: Vetted reputation_summary: Highly praised by cloud architects and enterprise IT for combining the intelligence of OpenAI's frontier models with AWS's robust governance, security, and procurement frameworks. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749335+02:00' https://openai.com/index/our-views-on-ai-policy-and-political-advocacy: title: Our Views on AI Policy and Political Advocacy description: An official policy stance statement clarifying OpenAI's approach to legislative policy debates, employee political involvement, and corporate advocacy neutrality. year: '2026' stars: 4 ai_summary: '### Curator Insight This policy brief outlines OpenAI''s official stance on global AI governance and political advocacy. Published amidst escalating debates surrounding national regulatory frameworks, OpenAI clarifies its operational decision to refrain from forming PACs or funding political campaigns. This document provides critical transparency for enterprise stakeholders navigating compliance, safety alignment, and corporate responsibility in the Intelligence Age.' language: English resource_type: Policy Brief / Blog complexity: Beginner is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780401702.549083 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Governance - Corporate Policy tags: - GUIDE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp impact_score: 82 reputation_status: Vetted reputation_summary: Official OpenAI statement. Authoritative declaration regarding corporate political neutrality and policy advocacy standards, highly cited across tech regulatory forums. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T14:01:42.549083+02:00' https://openai.com/index/personal-finance-chatgpt: title: A new personal finance experience in ChatGPT description: A preview announcement of ChatGPT's Plaid-powered bank account integration for real-time financial insights. year: '2026' stars: 4 ai_summary: 'Curator Insight: Integrating banking APIs with conversational LLMs introduces a novel paradigm of context-aware financial planning, shifting attention away from traditional search directories. Live Grounding: The implementation leverages Plaid to secure read-only access across over 12,000 financial institutions, enabling real-time categorization of expenses and portfolios, though users must carefully manage the inherent third-party connection vectors.' language: en resource_type: article complexity: intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352953.15611 needs_ai_refresh: false hierarchy: - AI and Machine Learning > Consumer Agents > Financial Technology tags: - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: While the technical utility is heavily praised, the community (Reddit r/financialindependence) retains strong privacy and data-sovereignty concerns regarding the Plaid integration with a public cloud model. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:29:13.156110+02:00' https://openai.com/index/ramp: title: How Ramp engineers accelerate code review with Codex description: How Ramp engineers use Codex with GPT-5.5 to review code and ship improvements, allowing them to get substantive feedback in minutes instead of hours. year: '2026' stars: 4 ai_summary: 'This article analyzes the technical deployment of OpenAI Codex with GPT-5.5 at fintech leader Ramp to scale internal code review operations. By automating semantic syntax evaluation, pattern checking, and vulnerability assessments, the pipeline yields high-fidelity architectural feedback in minutes. Key process innovations: - Reduced code-to-merge latencies through agentic automated PR reviews. - Context-aware code validation matching proprietary architectural standards. - High-velocity shipping loops enabled by continuous automated debugging recommendations.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483053 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Assistants - Automated Code Review - Fintech CI/CD Pipelines tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Vigorously discussed across fintech and dev channels, demonstrating a practical implementation of GPT-5.5 inside continuous delivery code pipelines. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-driven-engineering discovered_at: '2026-06-02T00:29:23.483053+02:00' https://openai.com/index/stargate-michigan-data-center: title: Building the Infrastructure for the Intelligence Age in Michigan description: OpenAI's groundbreaking announcement of a 1-gigawatt (GW) 'Stargate' supercomputing data center campus in Michigan in partnership with Oracle. year: '2026' stars: 4 ai_summary: 'The official OpenAI announcement marking the groundbreaking of a landmark 1-gigawatt (GW) AI infrastructure campus in Saline Township, Michigan. - Realized through a $16 billion partnership involving Oracle and SoftBank, the Stargate initiative is designed to construct hyperscale computing clusters dedicated to next-generation model training. - Details advanced thermal-cooling solutions, high-density energy grids, and union labor agreements required to construct the physical backbone of the Intelligence Age.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352838.80138 needs_ai_refresh: false hierarchy: - AI Infrastructure - Hyperscale Data Centers - Hardware Scaling - Cloud Architecture tags: - '[CASE STUDY]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Official OpenAI press announcement and landmark industry milestone. Vetted and covered globally by major technology and financial news sources in June 2026. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-infrastructure-datacenter discovered_at: '2026-06-02T00:27:18.801380+02:00' https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense: title: Strengthening Societal Resilience with Rosalind Biodefense description: OpenAI announces the launch of its Rosalind Biodefense program leveraging GPT-Rosalind to secure DNA synthesis and accelerate defensive countermeasures. year: '2026' stars: 4 ai_summary: This announcement outlines the launch of OpenAI's 'Rosalind Biodefense' program built around GPT-Rosalind, a frontier reasoning model designed for life sciences. The system focuses on defensive capabilities such as early threat warning, epidemiological modeling, DNA synthesis screening, and accelerating scientific workflow. By partnering with organizations like SecureDNA and Fourth Eon Biosecurity, OpenAI aims to establish biological containment and proactive defensive acceleration protocols. language: en resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352849.031585 needs_ai_refresh: false hierarchy: - AI - Applied AI - Biosecurity - Inference Models tags: - '[EMERGING]' - '[CASE STUDY]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly regarded defensive biosecurity initiative leveraging frontier AI capabilities in life sciences with rigorous safety and containment protocols. social_preview_url: '' source_provenance: X.com (OpenAI) suggested_new_category: ai-biotech discovered_at: '2026-06-02T00:27:29.031585+02:00' https://openai.com/index/the-next-phase-of-education-for-countries: title: The next phase of OpenAI's Education for Countries description: At the Education World Forum in London, OpenAI shares early learnings from Education for Countries and welcomes Singapore to the program. year: '2026' stars: 4 ai_summary: 'This programmatic update outlines the transition of the ''OpenAI for Countries'' model from general access to highly structured educational frameworks. Partnering with sovereign nations, the project introduces dedicated configurations like ''ChatGPT for Teachers'' and community college training resources. Structural frameworks include: - Co-designing teacher-led classroom assets to cultivate safe AI integration. - Launching the ''OpenAI Luminaries'' program for global educational curriculum exchange. - Supporting evidence-based deployments monitored by research teams to optimize learning outcomes.' language: en resource_type: article complexity: Intermediate is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483061 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI in Education - Sovereign AI Adoption - Public Sector Frameworks tags: - GUIDE - EMERGING v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Well-received public sector overview showcasing structural AI education deployments rather than generic consumer app-access programs. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-education discovered_at: '2026-06-02T00:29:23.483061+02:00' https://openai.com/index/trustworthy-third-party-evaluations-foundations: title: A shared playbook for trustworthy third party evaluations description: OpenAI's playbook establishing guidelines for independent, trustworthy third-party evaluations of frontier AI systems, emphasizing system harnesses, validity checks, and context modeling. year: '2026' stars: 4 ai_summary: 'This document introduces OpenAI''s blueprint for conducting reliable and independent evaluations of frontier AI models. * **Architectural Value**: Shifts the evaluation paradigm from simple prompt-response benchmarks to complex, multi-step environment harnesses. * **Key Features**: Focuses on eliciting real capabilities, evaluating safeguard robustness, managing reward hacking, and detecting data contamination. * **Technical Significance**: Establishes standardized auditing practices essential for compliance with global regulations such as the EU AI Act and California''s TFAIA.' language: English resource_type: Guide complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749367 needs_ai_refresh: false hierarchy: - Generative AI - AI Safety - Model Evaluation Frameworks tags: - '[GUIDE]' - '[ENTERPRISE-STABLE]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Widely recognized by AI safety researchers and regulatory bodies (such as the UK and US AI Safety Institutes) as a foundational document for standardizing frontier model auditing. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749367+02:00' https://openai.com/index/virgin-atlantic: title: How Virgin Atlantic ships faster with Codex description: How Virgin Atlantic used Codex to ship its revamped mobile app on a fixed holiday travel deadline, reaching near-total unit test coverage and zero P1 defects. year: '2026' stars: 4 ai_summary: 'This enterprise case study demonstrates the technical integration of OpenAI Codex within Virgin Atlantic''s software delivery pipeline to reconstruct their consumer-facing mobile application under a rigid shipping timeline. By utilizing Codex for automated unit-test generation and legacy code translation, the engineering team achieved near-total unit test coverage. Key engineering highlights: - Transitioned development from boilerplate drafting to agentic oversight. - Reached comprehensive test coverage without delaying critical release windows. - Recorded zero P1 defects post-deployment due to automated, continuous integration evaluations.' language: en resource_type: article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352963.483027 needs_ai_refresh: false hierarchy: - Artificial Intelligence - AI Coding Assistants - Software Delivery Optimization - Test Automation tags: - CASE STUDY - ENTERPRISE-STABLE v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Highly praised developer case study showing substantial ROI on using generative AI code helpers inside strict, time-sensitive commercial aviation software pipelines. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: ai-driven-engineering discovered_at: '2026-06-02T00:29:23.483027+02:00' https://openai.com/index/warp: title: Warp's big bet on building open source with GPT-5.5 description: OpenAI's official startup feature detailing Warp's transition to an open-source model under AGPL-3.0, backed by OpenAI and fully managed via its cloud agent orchestration platform, Oz. year: '2026' stars: 4 ai_summary: 'An exploration of Warp''s agentic open-source contribution workflow powered by OpenAI''s GPT-5.5. * **Architectural Value**: Showcases ''Oz'', a cloud-based agent platform that acts as an autonomous orchestrator to triage issues, plan implementations, and write PRs. * **Key Features**: Leverages Rust client architecture with deep multi-agent coordination, supporting local sandbox controls and custom command pipelines. * **Technical Significance**: Redefines open-source collaboration, demonstrating a paradigm where human and AI agents securely build and maintain a massive public codebase.' language: English resource_type: Article complexity: Advanced is_microservice: false status: online addition_method: automatic content_hash: N/A health_score: null last_checked: 1780352818.749423 needs_ai_refresh: false hierarchy: - Software Engineering - Open Source Software - Agentic Development Environments tags: - '[DE FACTO STANDARD]' - '[EMERGING]' v1_locations: [] v2_locations: [] youtube_mosaic: {} category: ai-agents-mcp reputation_status: Vetted reputation_summary: Extremely high community reception; Warp open-sourced its Rust terminal client under AGPL-3.0 with OpenAI backing, receiving nearly 28k stars on day one. social_preview_url: '' source_provenance: RSS Feed (OpenAI News) suggested_new_category: '' discovered_at: '2026-06-02T00:26:58.749423+02:00' https://openai.com/research/scaling-kubernetes-to-7500-nodes: title: "openai.com: Scaling Kubernetes to 7,500 nodes \U0001F31F" description: '' year: N/A stars: 0 ai_summary: "A curated technical resource and architectural guide covering openai.com: Scaling Kubernetes to 7,500 nodes \U0001F31F in the Kubernetes Tools ecosystem." language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779031337.292435 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/mlops.md v2_locations: - mlops.md youtube_mosaic: {} discovered_at: '2026-05-17T17:22:17.292435+02:00' https://openapi-generator.tech: title: "OpenAPI Generator \U0001F31F" description: '' year: '2026' stars: 5 ai_summary: The industry standard OpenAPI Generator, designed to automate client SDK and server stub generation from OpenAPI specifications across 50+ programming languages. language: Java resource_type: Tool complexity: Advanced is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - API Tooling - Codegen - OpenAPI tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - api.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://openbuilt.io: title: OpenBuilt description: '' year: '2021' stars: 0 ai_summary: OpenBuilt is an open industry platform facilitating digital supply chain orchestration for construction environments. Built on hybrid cloud and OpenShift technologies, it streamlines third-party application interoperability. language: English resource_type: SaaS complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Industry Solution - Construction Industry - Platform-as-a-Service tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - ocp4.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://opencensus.io: title: null description: null year: null stars: null ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: null addition_method: manual content_hash: bcdc572d753ccf43b5dedfa06276005ed33929ff37d643d3327e1795ef4c1595 health_score: 100.0 last_checked: 1779031849.929415 needs_ai_refresh: true hierarchy: [] tags: [] v1_locations: - docs/monitoring.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:30:49.929415+02:00' https://opencontainers.org: title: 'OCI: Open Container Initiative' description: '' year: '2015' stars: 0 ai_summary: The primary industry-governed specification standard for container formats and runtimes. By defining precise, cross-vendor standards for OCI Image Specifications and Runtime Specifications, it ensures complete runtime interoperability across diverse infrastructure orchestrators and container engines. language: None resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Containerization - Fundamentals - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - container-managers.md youtube_mosaic: {} discovered_at: '2015-06-01T00:00:00+02:00' https://opencoreventures.com/blog/2023-08-23-hashicorp-switching-bsl-shows-need-for-open-charter-companies: title: 'opencoreventures.com: HashiCorp switching to BSL shows a need for open charter'' companies' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: 13e357f68ee695ca9861659d11214de3736521c3c40b00cbf5bc9019e122a0ff health_score: 100.0 last_checked: 1779034232.942019 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/terraform.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T18:10:32.942019+02:00' https://opencurve.io: title: 'Curve: opencurve.io' description: '' year: N/A stars: 0 ai_summary: 'A curated technical resource and architectural guide covering Curve: opencurve.io in the Kubernetes Tools ecosystem.' language: English resource_type: Reference complexity: Intermediate is_microservice: false status: null addition_method: manual content_hash: N/A health_score: 100.0 last_checked: 1779034417.197874 needs_ai_refresh: false hierarchy: - Architectural Foundations - Kubernetes Tools - General Reference tags: - '[COMMUNITY-TOOL]' v1_locations: - docs/kubernetes-storage.md v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-05-17T18:13:37.197874+02:00' https://opendatahub.io: title: Open Data Hub description: '' year: '2020' stars: 0 ai_summary: Open Data Hub (ODH) is an open-source, blueprint AI/ML platform built on OpenShift. It integrates projects like JupyterHub, Kubeflow, Apache Spark, and Prometheus. In 2026, ODH stands as the foundation of Red Hat OpenShift AI, demonstrating high enterprise stability for automating large-scale machine learning workflows, model serving, and data pipelines on Kubernetes. language: Go resource_type: Official Project complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Data Platform - Machine Learning - Open Data Hub - Core Platform tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - message-queue.md youtube_mosaic: {} discovered_at: '2020-06-01T00:00:00+02:00' https://openebs.io: title: OpenEBS description: '' year: '2026' stars: 5 ai_summary: OpenEBS is an adaptable Container Attached Storage (CAS) system that transforms local node storage or cloud-attached disks into dedicated dynamic persistent volumes for stateful applications. Utilizing engines like Mayastor and LocalPV, it isolates I/O processing on a per-pod basis to deliver high-performance scalability. language: Go resource_type: Platform complexity: High is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Storage - Kubernetes Storage - Container Attached Storage tags: - '[DE FACTO STANDARD]' v1_locations: [] v2_locations: - kubernetes-storage.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://opengitops.dev: title: "OpenGitOps.dev \U0001F31F" description: '' year: '2021' stars: 0 ai_summary: 'The home of the CNCF GitOps Working Group, detailing the official OpenGitOps standards. It defines the formal criteria required for GitOps systems: declarative states, versioned storage, pull-based delivery, and continuous reconciliation loop synchronization. Adhering to these principles ensures consistency, auditability, and robust security in automated delivery chains.' language: None resource_type: Specification Portal complexity: Intermediate is_microservice: true status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Application Delivery - Continuous Deployment - GitOps - Standards tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - gitops.md youtube_mosaic: {} discovered_at: '2021-06-01T00:00:00+02:00' https://openid.net: title: OpenID Connect description: '' year: '2024' stars: 0 ai_summary: The official specifications for OpenID Connect, the dominant federation protocol for Kubernetes authentication. Implementing OIDC enables modern clusters to offload authentication to external identity providers like Okta, Keycloak, or Microsoft Entra ID. This standardizes identity tokens globally across decentralized services. language: English resource_type: Documentation complexity: Advanced is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Security - Identity & Access - OIDC tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - kubernetes-security.md youtube_mosaic: {} discovered_at: '2024-06-01T00:00:00+02:00' https://openinsurance.io: title: Open Insurance description: '' year: '2026' stars: 3 ai_summary: An initiative advocating for open API standards within the insurance sector (Insurtech). It establishes data exchange models for claims processing, policy management, and underwritings to promote interoperability among traditional and digital insurers. language: English resource_type: Standard / Initiative complexity: Intermediate is_microservice: false status: online addition_method: manual content_hash: null health_score: null last_checked: null needs_ai_refresh: false hierarchy: - Domain APIs - Fintech - Insurtech tags: - '[COMMUNITY-TOOL]' v1_locations: [] v2_locations: - developerportals.md youtube_mosaic: {} discovered_at: '2026-06-01T00:00:00+02:00' https://openjdk.java.net/jeps/413: title: 'openjdk.java.net: JEP 413: Code Snippets in Java API Documentation' description: '' year: N/A stars: 0 ai_summary: null language: null resource_type: null complexity: null is_microservice: false status: online addition_method: manual content_hash: e7488a9d5e652fd970172c946cf0bfdb9f1f450f39a2fa4e78e6253e7f3c280c health_score: 100.0 last_checked: 1779030482.657892 needs_ai_refresh: false hierarchy: [] tags: [] v1_locations: - docs/java_frameworks.md v2_locations: [] youtube_mosaic: {} discovered_at: '2026-05-17T17:08:02.657892+02:00' https://openjdk.org/jeps/413: title: 'openjdk.java.net: JEP 413: Code Snippets in Java API Documentation' description: '' year: '2021' stars: 0 ai_summary: This proposal details JEP 413, introducing the `@snippet` tag for Java API documentation. By allowing the integration of validated, syntax-highlighted code snippets directly from external source files or internal blocks, it replaces fragile HTML `
` tags, streamlining the documentation-as-code workflow for
    large enterprise platforms.
  language: Java
  resource_type: Specification
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Javadoc
  tags:
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  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://openkruise.io:
  title: openkruise.io
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The main portal for the OpenKruise engine. OpenKruise is a CNCF incubating
    project delivering advanced application automation tools that address complex,
    scale-intensive deployment scenarios.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - OpenKruise
  tags:
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  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://openliberty.io:
  title: openliberty.io
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The project portal for Open Liberty, IBM's open-source, highly modular
    Java runtime designed for microservices and cloud-native applications. Live Grounding
    highlights its performance, dynamic reloading capabilities, and seamless integration
    with container platforms.
  language: English
  resource_type: Website
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://openpracticelibrary.com:
  title: openpracticelibrary.com
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  hierarchy: []
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  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:34:40.491728+02:00'
https://opensearch.org:
  title: "opensearch.org \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering opensearch.org
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736101.458701
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:41.458701+02:00'
https://openservicemesh.io:
  title: openservicemesh.io
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Open Service Mesh (OSM) was an SMI-compliant, lightweight service mesh
    built on the Envoy data plane. Initially championed by Microsoft and donated to
    the CNCF, the project was officially archived, with its core paradigms and learnings
    absorbed into the Kubernetes Gateway API and ambient mesh patterns. This resource
    serves as a key historical reference for lightweight mesh designs.
  language: Go
  resource_type: Software
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://openshift-ireland.com:
  title: openshift-ireland.com
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering openshift-ireland.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030673.596172
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:11:13.596172+02:00'
https://openshift.io:
  title: OpenShift.io
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering OpenShift.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034131.600155
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:08:51.600155+02:00'
https://openshift.tips:
  title: openshift.tips
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering openshift.tips
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033583.738901
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:59:43.738901+02:00'
https://openshift.tv:
  title: OpenShift.tv
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
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  status: online
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  hierarchy: []
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  v1_locations:
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  youtube_mosaic: {}
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https://opensource.builders:
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  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern visual directory mapping proprietary SaaS and enterprise platforms
    to their open-source equivalents (e.g., Slack to Mattermost, Firebase to Supabase).
    Extremely useful for organizations looking to avoid vendor lock-in and adopt self-hosted,
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  language: N/A
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  complexity: Beginner
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  is_special: true
  discovered_at: '2026-06-01T00:00:00+02:00'
https://opensource.com:
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  description: ''
  year: '2026'
  stars: 4
  ai_summary: A foundational open-source community portal offering comprehensive guides,
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
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  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Linux
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  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://opensource.com/article/16/12/cidr-network-notation-configuration-linux:
  title: "opensource.com: A Linux networking guide to CIDR notation and configuration
    - sipcalc \U0001F31F"
  description: ''
  year: '2016'
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  ai_summary: An instructional overview exploring CLI utility sipcalc. Outlines advanced
    usage cases targeting CIDR parsing, IPv6 translation pathways, and network mask
    operations under Unix platforms.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Command-Line Utilities
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - networking.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://opensource.com/article/18/10/sre-startup:
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  description: ''
  year: '2018'
  stars: 0
  ai_summary: An open-source community exploration of SRE's role within fast-paced
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  language: English
  resource_type: blog
  complexity: beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - SRE vs DevOps
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/12/testing-ansible-roles-molecule:
  title: 'opensource.com: Testing Ansible roles with Molecule'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Introduction to testing Ansible configuration playbooks using the Molecule
    framework. The guide focuses on improving role determinism and reliability by
    enforcing lint checks and testing playbooks inside standardized container environments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus:
  title: How to use Ansible to set up system monitoring with Prometheus
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Demonstrates how to automate the installation, configuration, and host-level
    metric exporting of a Prometheus instance across Linux server fleets using Ansible
    playbooks. Focuses on systemd service creation, configuration templating, and
    automated firewall rules.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Deployment Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet:
  title: 'opensource.com: Learn advanced SSH commands with this cheat sheet'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An educational guide examining deep SSH capabilities such as ProxyJump
    and agent forwarding. Curator Insight values the simplified explanations of complex
    SSH patterns. Live Grounding confirms these configurations are critical for cloud
    bastion setups.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Secure Shell
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://opensource.com/article/18/4/running-jenkins-builds-containers:
  title: 'opensource.com: Running Jenkins builds in Openshift containers'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Guide detailing the setup and execution of transient Jenkins agents
    within OpenShift containers. Focuses on orchestrating dynamic pod allocations
    for build execution, maximizing cluster efficiency and isolating build contexts.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/8/devops-jenkins-2:
  title: opensource.com - Introduction to writing pipelines-as-code and implementing
    DevOps with Jenkins 2
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Detailed look at the architectural modifications introduced in Jenkins
    2, focusing on its fundamental Pipeline-as-Code delivery model. Shares strategies
    to ease migration from legacy layouts and foster automation collaboration between
    developers and operations teams.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/8/what-cicd:
  title: 'opensource.com: What is CI/CD?'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A foundational educational guide detailing the concepts, benefits, and
    components of Continuous Integration and Continuous Deployment (CI/CD). It explains
    how pipeline automation accelerates software delivery, guarantees build consistency,
    and serves as the operational substrate for DevOps cultures.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Methodology
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/9/distributed-tracing-microservices-world:
  title: 'opensource.com: Distributed tracing in a microservices world'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Explains the architectural necessity of distributed tracing inside modern
    microservice mesh environments, outlining how it visualizes service dependency
    networks and identifies downstream latency.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Distributed Tracing
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/18/9/distributed-tracing-tools:
  title: 'opensource.com: 3 open source distributed tracing tools'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Reviews and contrasts early open-source distributed tracing tools such
    as Jaeger, Zipkin, and SkyWalking, highlighting deployment complexity, UI dashboards,
    and community traction.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Distributed Tracing
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://opensource.com/article/19/11/introduction-monitoring-prometheus:
  title: Monitoring kubernetes with Prometheus
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This article outlines the fundamentals of monitoring Kubernetes clusters
    using Prometheus. It details how Prometheus auto-discovers endpoints, services,
    and nodes via the Kubernetes API, and highlights the roles of Node Exporter and
    kube-state-metrics in capturing OS and cluster-level state metrics.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Kubernetes Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/2/quickstart-guide-ansible:
  title: "opensource.com: A quickstart guide to Ansible \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A fast-paced guide to configuring Ansible controller environments and
    target nodes. It simplifies SSH authentication setups and inventory management.
    This article is ideal for starting with local automation in sandboxed test labs.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators:
  title: "opensource.com: Scaling PostgreSQL with Kubernetes Operators \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explores the technical theory of the Kubernetes Operator pattern applied
    to database state management. Illustrates how operators capture advanced human
    tasks like database scaling, backups, and minor migrations.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - PostgreSQL Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/4/devops-pipeline:
  title: 'opensource.com: A beginner''s guide to building DevOps pipelines with open
    source tools'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A foundational guide outlining how to build robust, open-source DevOps
    pipelines. It discusses orchestrating continuous integration and continuous deployment
    environments using tools like Jenkins, providing a roadmap for establishing automated
    feedback loops.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/7/devops-vs-sysadmin:
  title: 'opensource.com: The case for making the transition from sysadmin to DevOps
    engineer'
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Highlights shift requirements for infrastructure personnel. Explores
    how adopting systemic code logic patterns instead of static configuration scripts
    secures system scale.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Culture
  - Career Transition
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/7/how-transition-career-devops-engineer:
  title: 'opensource.com: How to transition into a career as a DevOps engineer'
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Detailed strategic path to transition careers into cloud engineering.
    Underlines core requirements including version control, script modularity, and
    telemetry concepts.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Culture
  - Career Transition
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/8/why-spinnaker-matters-cicd:
  title: 'opensource.com: Why Spinnaker matters to CI/CD'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Analyzes Spinnaker's architectural importance in decouple-focused CI/CD
    architectures. Focuses on its ability to handle complex canary, blue/green, and
    multi-region deployments out-of-the-box, mitigating the dependency on fragile
    custom scripts.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Multi-Cloud Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins:
  title: "opensource.com - building cicd pipelines with jenkins \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A hands-on, beginner-friendly tutorial introducing basic continuous
    integration concepts using Jenkins Pipelines. Covers basic agent allocation, build
    stages, code linting execution, and post-run notifications.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/19/9/introduction-markdown:
  title: 'opensource.com: An introduction to Markdown'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An early introduction detailing why open-source projects adopt Markdown
    over legacy visual editors. Emphasizes parsing efficiency, cross-platform compatibility,
    and the ease of managing text-based version control in git workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Markdown Reference
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - mkdocs.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://opensource.com/article/20/10/ansible-modules-linux:
  title: 'opensource.com: 10 Ansible modules for Linux system automation c'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into ten foundational Ansible modules for Linux OS administration
    (copy, service, template, user, etc.). This acts as a reference for writing stable,
    repeatable configuration scripts on host systems. Highly useful for managing underlying
    Kubernetes node environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Linux Modules
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/10/calendar-ansible:
  title: "opensource.com: Integrate your calendar with Ansible to avoid schedule conflicts
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A creative approach to scheduling production changes using Ansible playbooks
    hooked to digital calendars. It highlights API communication and conditional logic
    execution inside custom Ansible integrations. Ideal for teams seeking to automate
    maintenance windows safely.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Advanced Orchestration
  - Ansible Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/10/first-day-ansible:
  title: 'opensource.com: My first day using Ansible'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A reflective developer-experience piece outlining initial onboarding
    pain points and successes with Ansible. The author covers YAML structure, hosts
    file syntax, and basic ad-hoc commands. Helpful for understanding typical learning
    curves of new engineers.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/10/kubernetes-minecraft-ansible:
  title: 'opensource.com: Build a Kubernetes Minecraft server with Ansible''s Helm
    modules'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Demonstrates utilizing Ansible''s native Helm modules to declare and
    manage deployments within a Kubernetes cluster, illustrated by spinning up a stateful
    Minecraft server instance. (Live Grounding: Highlights the cross-functional utility
    of leveraging Ansible playbooks to drive Kubernetes native packaging models).'
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code & CI-CD
  - GitOps & Declarative Git
  - Ansible & Helm
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/11/git-aliases:
  title: 'opensource.com: 8 Git aliases that make me more efficient'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights eight custom configuration shortcuts to optimize command-line
    throughput. Focuses on setting up custom log graphs, rapid status representations,
    stashing configurations, and diff-checks directly inside the global .gitconfig
    file.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Version Control
  - Git Core
  - Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/11/kubernetes-jobs-cronjobs:
  title: 'opensource.com: A beginner''s guide to Kubernetes Jobs and CronJobs'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An introduction to batch processing in Kubernetes. Clarifies the design
    principles behind run-to-completion Jobs and schedules periodic workloads using
    CronJobs.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Core Concepts
  - Workloads
  - Batch Jobs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/11/kubernetes-scheduler:
  title: 'opensource.com: How the Kubernetes scheduler works'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Deep dive into the core execution loops of the `kube-scheduler` component.

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

    - Crucial reading for engineering customized pod affinity scheduling architectures.'
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Scheduling & Orchestration
  - Scheduler Internals
  - Filtering and Scoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/11/minishift-linux:
  title: 'opensource.com: Set up Minishift and run Jenkins on Linux'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Step-by-step guide outlining how to install Minishift on Linux and run
    a Jenkins instance inside it. This provides baseline knowledge of legacy platforms,
    but modern architectures should use OpenShift Local.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Local Development
  - Legacy Cluster Tools
  - Minishift
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/11/run-kubernetes-locally:
  title: 'opensource.com: 4 ways to run Kubernetes locally'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical walkthrough analyzing four popular local options (Minikube,
    MicroK8s, k3s, and kind). Evaluates deployment times, configuration complexity,
    and resource footprint across diverse development host environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-based-devel.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/12/ansible-lab:
  title: 'opensource.com: Set up an Ansible lab in 20 minutes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A rapid, step-by-step setup guide for creating a local, containerized
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https://opensource.com/article/20/12/containers-101:
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  ai_summary: Demystifies Linux kernel-level container mechanisms by breaking down
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  hierarchy:
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https://opensource.com/article/20/12/devops:
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  ai_summary: Analysing core DevOps paradigms, this guide emphasizes the critical
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  hierarchy:
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https://opensource.com/article/20/12/it-budget-kubernetes:
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  year: '2020'
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  ai_summary: Outlines how Kubernetes native capabilities can be systematically leveraged
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  hierarchy:
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  v1_locations: []
  v2_locations:
  - kubernetes.md
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https://opensource.com/article/20/12/remote-devops:
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  ai_summary: Examines structural commonalities between successful open source software
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  hierarchy:
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  v1_locations: []
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https://opensource.com/article/20/2/devops-beginners:
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  ai_summary: A baseline conceptual handbook for beginners. Breaks down how CI/CD
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://opensource.com/article/20/3/kubernetes-operator-sdk:
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  ai_summary: A step-by-step tutorial on bootstrapping custom operators using the
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  resource_type: Blog
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://opensource.com/article/20/3/kubernetes-traefik:
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  ai_summary: An introductory engineering guide outlining the mechanics of deploying
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https://opensource.com/article/20/3/meld:
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  ai_summary: Visualizing code diffs and file merges through Meld. Highlights architectural
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https://opensource.com/article/20/4/http-kubernetes-skipper:
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  ai_summary: An overview of Skipper, an open-source HTTP router and reverse proxy
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https://opensource.com/article/20/5/kubectl-cheat-sheet:
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  ai_summary: A curated technical review highlighting nine essential commands for
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https://opensource.com/article/20/5/systemd-troubleshooting-tool:
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  ai_summary: A diagnostic guide outlining how to use systemd commands for deep service
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https://opensource.com/article/20/6/container-orchestration:
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  stars: 2
  ai_summary: A foundational overview of container orchestration and its necessity
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  hierarchy:
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https://opensource.com/article/20/6/devops-mindset:
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  ai_summary: Pragmatic guide focused on remote engineering operations. Details how
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https://opensource.com/article/20/6/kubernetes-anniversary:
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  ai_summary: A tactical roadmap suggesting community resources, interactive environments,
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https://opensource.com/article/20/6/linux-libraries:
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  ai_summary: An in-depth guide detailing compiler linkages, distinguishing between
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https://opensource.com/article/20/7/automation-testing-cicd:
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  stars: 4
  ai_summary: Presents strategies for continuous integration-driven automated testing.
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https://opensource.com/article/20/7/docsify-github-pages:
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  ai_summary: A tutorial explaining how to build light, dynamic document systems using
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  status: online
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  hierarchy:
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https://opensource.com/article/20/7/git-repos-best-practices:
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  ai_summary: A corporate guide outlining governance practices for managing Git repositories.
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https://opensource.com/article/20/7/kubernetes-analogy:
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  year: '2020'
  stars: 0
  ai_summary: A classic conceptual introduction that uses a shipping port analogy
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  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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https://opensource.com/article/20/7/linux-shellhub:
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  stars: 3
  ai_summary: Describes tunneling SSH payloads over HTTP using modern tools such as
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  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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https://opensource.com/article/20/7/open-source-test-automation-frameworks:
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  year: '2020'
  stars: 0
  ai_summary: Overview evaluating nine open-source test automation engines including
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  language: English
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  complexity: Intermediate
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  status: online
  addition_method: manual
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https://opensource.com/article/20/7/sysadmin-cheat-sheets:
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  stars: 4
  ai_summary: 'Curator Insight: Collection of top sysadmin cheat sheets covering network
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https://opensource.com/article/20/7/terraform-kubernetes:
  title: 'opensource.com: A guide to Terraform for Kubernetes beginners'
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  stars: 0
  ai_summary: Explains how to use HashiCorp Terraform to directly manage Kubernetes
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  status: online
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https://opensource.com/article/20/8/cerberus-test-automation:
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  description: ''
  year: '2020'
  stars: 4
  ai_summary: Highlights Cerberus, an open-source low-code platform for pipeline test
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  resource_type: Technical Article
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https://opensource.com/article/20/8/ingress-controllers-kubernetes:
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  stars: 3
  ai_summary: Argues the architectural benefits of utilizing an Ingress Controller
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https://opensource.com/article/20/9/ansible:
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  year: '2020'
  stars: 0
  ai_summary: Highlights versatile use cases for Ansible beyond simple package installs,
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  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/9/ansible-modules-kubernetes:
  title: "opensource.com: Automate your container orchestration with Ansible modules
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the deployment of Kubernetes manifests directly using Ansible's
    native modules (k8s module). It demonstrates how to orchestrate complex Helm charts
    and resource configurations programmatically. This bridges the divide between
    standard IaC pipelines and cluster environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Kubernetes Management
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/9/install-packages-ansible:
  title: 'opensource.com: How to install software with Ansible'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A task-oriented tutorial explaining package management across multiple
    Linux distributions using Ansible. It illustrates the declarative use of apt,
    yum, and dnf modules. Essential for automating bare-metal or VM-based virtualized
    resources.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/20/9/open-source-alternatives-confluence:
  title: 'opensource.com: 3 open source alternatives to Confluence'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comparative guide highlighting three popular open-source alternatives
    to Confluence, enabling teams to build customizable, cost-effective, and secure
    self-hosted internal documentation bases.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Productivity
  - Documentation
  - Knowledge Base
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://opensource.com/article/21/1/ansible:
  title: "opensource.com: 10 ways Ansible is for everyone \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how Ansible's declarative engine appeals to cross-disciplinary
    teams. Demonstrates scalability patterns from developers to network engineers,
    showcasing low cognitive load syntax and multi-vendor abstraction layers as key
    drivers for enterprise-wide adoption.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/1/improve-ansible-play:
  title: 'opensource.com: 4 lines of code to improve your Ansible play'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes execution bottlenecks in Ansible infrastructure automation,
    providing a blueprint to optimize configuration files. Demonstrates how establishing
    pipelining and tuning persistent connection control paths in 'ansible.cfg' reduces
    remote execution latency up to 600%. It offers an elegant balance of minimal footprint
    overhead with immense execution gains.
  language: INI/YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/1/kubeedge:
  title: "opensource.com: Why KubeEdge is my favorite open source project of 2020
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An open-source profile detailing KubeEdge. The article outlines how
    KubeEdge extends the standard Kubernetes control plane to remote systems, ensuring
    offline local node execution and MQTT-driven IoT connectivity.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge Computing
  - Kubernetes Edge
  - KubeEdge
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - edge-computing.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/1/kubernetes:
  title: 'opensource.com: 8 Kubernetes insights for 2021'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes expert opinions on cloud-native security, developer experience
    improvements, and edge-computing applications for 2021. Offers context on how
    early architectures adapted to support remote infrastructure footprints.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Ecosystem Trends
  - Historical Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook:
  title: 'opensource.com: 5 lessons I learned about chaos engineering for Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Distills key lessons from executing chaos experiments on live Kubernetes
    clusters. Discusses critical parameters such as understanding container restart
    policies, the impact of DNS connection caching, resource limit thresholds, and
    balancing false alert metrics.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/check-java-jps:
  title: 'opensource.com: Check Java processes on Linux with the jps command'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the `jps` utility embedded in the Java Development Kit (JDK),
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    declarations. Essential for cloud-native setups running microservice frameworks
    like Spring Boot or Apache Kafka.
  language: Java
  resource_type: Developer Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Process Management
  - Java JVM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/kubernetes-networkpolicy:
  title: 'opensource.com: What you need to know about Kubernetes NetworkPolicy'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational introduction to native NetworkPolicy resources. Clarifies
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    highlighting the differences between default-allow and default-deny ingress/egress
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  language: English
  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
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  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/linux-tools-erase-data:
  title: 'opensource.com: 4 Linux tools to erase your data'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates file shredding and disk zeroing mechanisms utilizing native
    commands like `shred`, `dd`, `srm`, and custom tooling. Demonstrates the operational
    physics of hard write manipulation to prevent residual forensic extraction.
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  resource_type: Command-Line Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Linux
  - Security
  - Data Sanitation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/linux-wget-command:
  title: 'opensource.com: 7 handy tricks for using the Linux wget command'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Uncovers non-trivial `wget` features such as mirrors, background downloads,
    custom user-agent injection, and rate limits. Helps construct robust image building
    processes and remote asset harvesting operations.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Linux
  - Networking
  - Data Transfer
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/memory-stats-linux-smem:
  title: 'opensource.com: Get memory use statistics with this Linux command-line tool'
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  year: '2021'
  stars: 0
  ai_summary: Highlights `smem`, a tool dedicated to calculating proportional set
    size (PSS), unique set size (USS), and resident set size (RSS). Offers a mathematically
    sound approach to understanding memory allocation in shared library environments.
  language: Python
  resource_type: Command-Line Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Linux
  - Performance
  - Memory Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/10/podman-windows-wsl:
  title: 'opensource.com: Get podman up and running on Windows using Linux'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed manual on installing and running Podman inside a manual WSL2
    Linux distribution on Windows. This approach provides a customizable developer
    environment, walking through network bridging, storage optimizations, and subUID
    file mapping configurations.
  language: Shell
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  status: online
  addition_method: manual
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  hierarchy:
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  - Container Engines
  - Windows WSL2 Integration
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton:
  title: "opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive tutorial on designing Kubernetes-native CI/CD pipelines
    with Tekton. The pipeline relies on Tekton’s custom resources (CRDs), like Tasks
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    confirms this setup decouples execution configurations from Kubernetes control
    plane operations, enabling portable pipeline-as-code deployments.
  language: YAML
  resource_type: Tutorial
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Cloud Native Delivery
  - CI/CD & GitOps
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - tekton.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/cluster-logging-kubernetes:
  title: "opensource.com: What you need to know about cluster logging in Kubernetes
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains native Kubernetes logging mechanics, focusing on how logs are
    collected from standard output (stdout/stderr) streams and buffered on nodes.
    Analyzes community patterns for scraping and shipping these records to central
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  language: None
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
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  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/cron-linux:
  title: 'opensource.com: Linux tips for using cron to schedule tasks'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the syntactic composition of crontabs, scheduling structures,
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    and scheduled backup strategies outside dedicated cloud orchestration planes.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - Automation
  - Task Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton:
  title: 'opensource.com: Dynamic scheduling of Tekton workloads using Triggers'
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  year: '2021'
  stars: 0
  ai_summary: This guide details the automation of Tekton pipeline runs through Tekton
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    to capture external webhook payload events (e.g., from Git) and dynamically spawn
    TaskRuns and PipelineRuns. It is an essential pattern for building event-driven,
    reactive cloud native delivery workflows.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - CI/CD & GitOps
  - Tekton Triggers
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - tekton.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/kubernetes-replicationcontroller:
  title: 'opensource.com: How the Kubernetes ReplicationController works'
  description: ''
  year: '2021'
  stars: 1
  ai_summary: An analysis of the historical ReplicationController object in Kubernetes.
    Contrast Curator Insight (analyzing the tool's mechanics) with Live Grounding
    (the ReplicationController is legacy, replaced entirely by Deployments and ReplicaSets
    for modern container orchestration).
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  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Controller Manager
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/11/open-source-12-factor-app-methodology:
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  year: '2021'
  stars: 0
  ai_summary: Analyzes the application of 12-Factor methodology to open-source project
    standards. Highlights maintaining statelessness, dependency isolation, and configuration
    separation to simplify multi-environment testing and distribution.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Patterns
  - Twelve-Factor App
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/12/kubernetes-developer:
  title: 'opensource.com: What Kubernetes taught me about development'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural reflection detailing key developer-centric shifts encountered
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    APIs, container-first test loops, and how platform engineers must redefine application
    boundaries in microservice environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - Development Methodologies
  - Operator Perspectives
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/12/kubernetes-gatekeeper:
  title: 'opensource.com: Implement governance on your Kubernetes cluster'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the installation and lifecycle management of OPA Gatekeeper
    inside Kubernetes. Demonstrates how to design ConstraintTemplates and Constraints
    to programmatically enforce organizational governance rules, highlighting its
    capability to validate, mutate, and deny container creation requests before deployment
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  language: Yaml / Rego
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Governance & Security
  - Policy Enforcement
  - OPA Gatekeeper
  tags:
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  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/12/open-source-business-tools:
  title: 'opensource.com: Open source tools for running a small business in 2022'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces a foundational toolkit of open-source ERP, accounting, and
    task-tracking platforms designed to help modern startups operate efficiently without
    proprietary vendor lock-in.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Business Utilities
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/21/12/open-source-mind-mapping-drawio:
  title: 'opensource.com: Open source mind mapping with Draw.io'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
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  addition_method: manual
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  last_checked: 1779032227.632182
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  hierarchy: []
  tags: []
  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:07.632182+02:00'
https://opensource.com/article/21/12/open-source-security:
  title: 'opensource.com: 5 open source security resources from 2021'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews open-source initiatives targeting security compliance, supply
    chain auditing, and vulnerability isolation. Demonstrates how adopting open standards
    improves platform flexibility and enables shifting security checks left.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - DevSecOps
  - Open Source Tools
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/12/sigstore-container-images:
  title: 'opensource.com: Sign and verify container images with this open source tool
    (sigstore)'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on tutorial outlining how to cryptographically sign and verify
    container images using Cosign. Teaches developers how to generate local keypairs,
    write signatures directly to remote OCI registries, and build validation check
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  language: English
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https://opensource.com/article/21/2/ansible-origin-story:
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  ai_summary: Chronicles the evolution of Ansible from its early development roots
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https://opensource.com/article/21/2/devsecops:
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  ai_summary: 'A highly structured methodology for successfully integrating DevSecOps
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https://opensource.com/article/21/2/kubernetes-namespaces:
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  ai_summary: Demonstrates logical multi-tenancy implementation using native Kubernetes
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  hierarchy:
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  v1_locations: []
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https://opensource.com/article/21/2/linux-automation:
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  ai_summary: An exploration of Linux job execution using anacron instead of traditional
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    maintenance tasks and backups even after systemic power shutdowns. It provides
    system engineers with a highly reliable automation fallback plan.
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https://opensource.com/article/21/2/tempo-distributed-tracing:
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  ai_summary: A practical hands-on guide for bootstrapping distributed tracing with
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    or Elasticsearch reduces infrastructure operational costs. 2026 best practices
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https://opensource.com/article/21/3/ansible-collections:
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  ai_summary: A practical framework for evaluating and selecting Ansible Collections
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https://opensource.com/article/21/3/ansible-sysadmin:
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  ai_summary: Examines five common system maintenance workloads—package updates, log
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https://opensource.com/article/21/3/devops-documentation:
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  ai_summary: Deconstructs the 'Docs-as-Code' paradigm, incorporating documentation
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https://opensource.com/article/21/3/git-cherry-pick:
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  ai_summary: Details use cases for applying specific commits from one branch to another
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https://opensource.com/article/21/3/gitops:
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  ai_summary: Compares traditional DevOps philosophies with structured GitOps methodologies,
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https://opensource.com/article/21/3/grep-cheat-sheet:
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  ai_summary: Comprehensive guide and cheat sheet for grep syntax, covering recursive
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https://opensource.com/article/21/3/service-mesh:
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  ai_summary: An industry overview advocating for network management decoupling. Explains
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https://opensource.com/article/21/4/context-switching-git:
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  ai_summary: Outlines high-performance context-switching techniques, emphasizing
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https://opensource.com/article/21/4/event-streaming-rudderstack:
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https://opensource.com/article/21/4/git-stash:
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  ai_summary: Provides an architectural deep dive into the Git stash command stack
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https://opensource.com/article/21/4/git-whatchanged:
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  ai_summary: Shows how to audit repository changes using commands like `git whatchanged`,
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https://opensource.com/article/21/4/groovy-io:
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  stars: 0
  ai_summary: A detailed technical review explaining programmatic file and input/output
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    generate structured dynamic manifests.
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https://opensource.com/article/21/4/load-balancing:
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  ai_summary: An essential guide outlining fundamental load-balancing mechanisms.
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  hierarchy:
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https://opensource.com/article/21/4/process-json-data-ansible:
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  ai_summary: Highlights native Ansible filters, query structures, and jinja2 manipulations
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  v2_locations:
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https://opensource.com/article/21/4/visualize-data-eda:
  title: 'opensource.com: Make your data boss-friendly with EDA - Enterprise Data
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  stars: 0
  ai_summary: A guide on employing Enterprise Data Analytics (EDA) configurations
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  status: online
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  hierarchy:
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  - Data Analytics Engine
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  v1_locations: []
  v2_locations:
  - databases.md
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https://opensource.com/article/21/5/jenkins-logs:
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  stars: 0
  ai_summary: 'Covers utilities and plugin practices to inject clean, colored, and
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    failures.'
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  hierarchy:
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  tags:
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  v1_locations: []
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https://opensource.com/article/21/5/kubernetes-cheat-sheet:
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  stars: 3
  ai_summary: Introduces standard cluster control commands through a downloadable
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    setups to distributed container configurations.
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  status: online
  addition_method: manual
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https://opensource.com/article/21/5/mysql-query-tuning:
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  stars: 0
  ai_summary: Explores query performance tuning in MySQL. Details analyzing optimizer
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  language: SQL
  resource_type: Tutorial
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
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https://opensource.com/article/21/5/python-38-features:
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  stars: 0
  ai_summary: Explains how to use Python 3.8's positional-only argument separator
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  v1_locations: []
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https://opensource.com/article/21/6/bash-config:
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  stars: 3
  ai_summary: An analytical guide to parsing structural configuration files natively
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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https://opensource.com/article/21/6/kustomize-kubernetes:
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  stars: 3
  ai_summary: Step-by-step introduction to customizing Kubernetes manifests natively
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  resource_type: Tutorial
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  status: online
  addition_method: manual
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  - '[GUIDE]'
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  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: An informative guide detailing VM migration flows into KubeVirt environments
    using Konveyor Forklift. Solves the integration problem for organizations standardizing
    traditional server stacks into container-managed nodes.
  language: None
  resource_type: Guide
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1779029796.145587
  needs_ai_refresh: true
  hierarchy:
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  - VM Orchestration
  - Migration Guides
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:56:36.145587+02:00'
https://opensource.com/article/21/7/automating-argo-cd:
  title: 'opensource.com: Automatically create multiple applications in Argo CD'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates how to leverage the 'App-of-Apps' pattern in ArgoCD to
    construct recursive, nested application structures. Enables engineers to automate
    the bootstrapping of complex multi-tier platforms from a single root configuration.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Patterns
  - App-of-Apps
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/check-disk-space-linux-du:
  title: 'opensource.com: Check used disk space on Linux with du'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A baseline guide illustrating how to audit file systems with the `du`
    command. Demonstrates parsing options like `--max-depth` and human-readable flags
    to quickly diagnose partition saturation events, an indispensable skill for maintaining
    container hosts and database nodes.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - File System
  - Storage Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/developer-productivity-linux:
  title: "opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on
    Linux \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outline of the developer efficiency gains bundled inside the Quarkus
    2.0 lifecycle on open-source systems. Highlighted capabilities include a brand-new
    Dev UI, integrated Continuous Testing, and CLI tooling improvements. It shows
    how the runtime framework prioritizes the inner-loop velocity to match or exceed
    modern Node.js and Go experiences.
  language: Java
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/kubectl:
  title: 'opensource.com: 5 useful ways to manage Kubernetes with kubectl'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details five ways to manage deployments using kubectl options. Emphasizes
    namespace management, manifest validations via dry-runs, and rapid scaling tasks.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 6abfcd0ea39d9397671f26851ee5122228fa5c47cc42bdd19d7db49c64120dd3
  health_score: 100.0
  last_checked: 1779032036.700963
  needs_ai_refresh: true
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:33:56.700963+02:00'
https://opensource.com/article/21/7/linux-podman:
  title: 'opensource.com: Run a Linux virtual machine in Podman'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural exploration of executing a nested Linux VM directly
    within an OCI-compliant container managed by Podman. This setup leverages nested
    systemd instances, enabling engineers to package legacy system-level workloads,
    VMs, or multi-process service layers without full VM overhead.
  language: Shell
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Advanced Runtimes
  - VM-in-Container
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/open-source-invoicing-po:
  title: 'opensource.com: A guide to simplifying invoicing with this open source tool'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guided overview of utilizing modern, open-source invoicing and billing
    software to streamline purchase order processes and administrative overhead within
    smaller tech businesses or individual consulting practices.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Productivity
  - Business Utilities
  - Invoicing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/parse-xml-linux:
  title: 'opensource.com: Use XMLStarlet to parse XML in the Linux terminal'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide details utilizing `XMLStarlet` to execute XPath queries,
    transformations, and schema validations directly within command-line pipelines.
    Curator insight notes it is a valuable asset for processing legacy enterprise
    structures; live grounding emphasizes its continued efficiency over general-purpose
    Python parsing scripts for rapid terminal queries.
  language: C
  resource_type: Command-Line Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - Text Processing
  - XML Parsing
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/run-prometheus-home-container:
  title: 'opensource.com: Run Prometheus at home in a container'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical homelab guide detailing how to run a Prometheus instance
    in a Docker container. Covers simple YAML config creation to target local system
    services and networking equipment, establishing basic observability without complex
    orchestration.
  language: YAML
  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Homelab
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/system-administrators:
  title: 'opensource.com: What do we call post-modern system administrators?'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Reflects on the transformation of the system administrator role into
    Site Reliability Engineering (SRE), Platform Engineering, and DevOps roles. It
    highlights how infrastructure-as-code, GitOps, and high automation levels have
    reshaped the operational skills required to maintain state-of-the-art enterprise
    platforms.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Culture & Roles
  - Systems Administration Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/7/wildfly:
  title: 'opensource.com: Get started with WildFly for Java web development'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory guide on using WildFly for web application development,
    demonstrating fast setup and deploy loops. Live Grounding indicates its practical
    value for developers looking to run traditional web-profiles on modular container
    frameworks without heavy J2EE runtime friction.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - WildFly
  - Developer Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_app_servers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/argo-cd:
  title: "opensource.com: Get started with Argo CD \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to core GitOps architectures using Argo CD. Outlines
    basic mechanics of reconciliation, syncing Helm charts, and navigating the GUI
    to verify actual and desired cluster states match.
  language: YAML
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD Basics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/container-image:
  title: 'opensource.com: What is a container image?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Anatomy of an OCI container image. Details the layout of read-only file
    layers, manifest specifications, metadata config, and how the union filesystem
    constructs a cohesive runtime state.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Container Architecture
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/gitops:
  title: 'opensource.com: How to get the most out of GitOps right now'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical guidelines on bootstrap strategies, pipeline configurations,
    and access controls for maximizing GitOps efficiency. Suggests starting with read-only
    sync states and gradually scaling to auto-remediating loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Implementation
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/linux-stat-file-status:
  title: 'opensource.com: Check file status on Linux with the stat command'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the usage of `stat` to fetch highly detailed filesystem metadata.
    Explains decoding octal permissions, inode reference indexes, and birth-time/modification
    timestamps, aiding forensics and system auditing pipelines.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - File System
  - Metadata
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/option-parsing-bash:
  title: 'opensource.com: How to include options in your Bash shell scripts'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A hands-on methodology for standardizing command-line interface (CLI)
    parameters in Bash using getopt and getopts. It breaks down dynamic argument parsing,
    flag grouping, and parameter isolation. Live Grounding shows that utilizing getopts
    is a critical pattern for establishing robust, human-centric shell utilities in
    operational scripts.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - CLI Development
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/python-argparse:
  title: 'opensource.com: Parse command-line arguments with argparse in Python'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to construct secure and modular command-line interface
    parameters utilizing standard library `argparse`. Covers handling positional variables,
    flags, sub-command branches, and custom input validations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Utilities
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/terraform-deploy-helm:
  title: "opensource.com: How I use Terraform and Helm to deploy the Kubernetes Dashboard
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Illustrates deploy automation patterns combining Terraform with Helm.
    Demonstrates the mechanics of deploying cluster-level operational workloads like
    the Kubernetes Dashboard by using the Terraform Helm provider, aligning underlying
    platform provisioning with packaging patterns.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/8/terraform-tips:
  title: "opensource.com: My top 5 tips for setting up Terraform \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A brief structural best-practices post detailing the absolute essentials
    for early Terraform setups: remote backend locking, declarative module isolation,
    automated syntax checks, dry-run validations, and secret scrubbing.'
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/alternatives-zoom:
  title: 'opensource.com: 5 open source alternatives to Zoom'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews five secure open-source video conferencing alternatives (such
    as Jitsi Meet) that can be easily deployed within self-hosted infrastructures
    to preserve data isolation.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Video Conferencing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/ansible-anacron-automation:
  title: 'opensource.com: How I use Ansible and anacron for automation'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An integration tutorial demonstrating how to pair Ansible task execution
    with anacron's scheduling engine. It resolves typical automation gaps on intermittently
    connected devices or workstations where rigid system cron configurations fail.
    It is a smart design pattern for local edge maintenance automation.
  language: N/A
  resource_type: article
  complexity: intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Scheduling and Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/ansible-rest-apis:
  title: 'opensource.com: Using Ansible with REST APIs'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides operators on constructing robust workflows that consume external
    RESTful services. Explains parsing, filtering, and conditional logic application
    over retrieved JSON payloads.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/build-website-jekyll:
  title: 'opensource.com: Build your website with Jekyll'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide outlining how to design, customize, and publish responsive
    websites using Jekyll, the Ruby-based static site compiler. Details Liquid template
    structures, metadata variables, and seamless integrations with default GitHub
    Pages pipelines.
  language: Ruby
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Jekyll
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - mkdocs.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/keep-folders-tidy-ansible:
  title: 'opensource.com: How I keep my file folders tidy with Ansible'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines practical patterns utilizing system file management modules
    to implement directory cleanup pipelines. Discusses setting metadata states, purging
    logs, and securing directory permissions dynamically.
  language: YAML
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/unit-test-python:
  title: 'opensource.com: 3 ways to test your API with Python'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates three simple patterns to unit-test and contract-test web
    endpoints utilizing native Python libraries, unittest structures, and the popular
    pytest platform.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Testing
  - Implementation
  - Python
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/article/21/9/yaml-cheat-sheet:
  title: 'opensource.com: Make YAML as easy as it looks'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical cheat sheet on opensource.com highlighting common YAML syntax
    formatting traps. It shows how data types are implicitly parsed, how lists represent
    objects, and how to format clean nested dictionaries. This is a quick-access tool
    for system administrators.
  language: N/A
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  status: online
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  hierarchy:
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  - YAML Syntax
  - Basics
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - yaml.md
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  is_special: true
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https://opensource.com/article/22/1/learn-ansible:
  title: "opensource.com: 9 ways to learn Ansible this year \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents nine structured avenues to quickly learn and master Ansible.
    Features suggestions including interactive hands-on sandboxes, real-world role
    patterns, training resources, and active developer forums.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/1/open-source-testing-framework:
  title: 'opensource.com: Why we built an open source testing framework'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A design-oriented case study examining the architecture and philosophy
    of building a customized open-source testing framework. Outlines the balance between
    ease of use, extensibility, speed, and reporting capabilities, illustrating how
    standardized open protocols form the basis of flexible enterprise testing infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Framework Design
  - Open Source Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/1/record-terminal-session-asciinema:
  title: 'opensource.com: Record your terminal session with Asciinema'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides teams on utilizing `asciinema` to record text-based terminal
    outputs instead of bulky, pixelated video captures. Facilitates interactive, copy-pasteable
    documentation sharing for technical runs, tutorials, and engineering handovers.
  language: Python
  resource_type: Utility Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - Command Line
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/1/rocketchat-data-privacy:
  title: 'opensource.com: Why choose Rocket.Chat for your open source chat tool'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical review advocating for Rocket.Chat as a privacy-focused, scalable,
    open-source communication application. Provides design concepts for self-hosting
    chat infrastructure inside sandboxed container platforms.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
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  hierarchy:
  - Software Engineering
  - Collaboration
  - Rocket.Chat
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/1/run-containers-without-sudo-podman:
  title: 'opensource.com: Run containers on Linux without sudo in Podman'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep-dive on configuring host security rules to execute container
    networks without utilizing `sudo` privileges under Podman. It details how user
    namespace mappings isolate processes, ensuring that even if a container is compromised,
    host-level administrative access remains secure.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Rootless Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/1/unit-testing-googletest-ctest:
  title: 'opensource.com: Perform unit tests using GoogleTest and CTest'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive practical guide on configuring and executing unit tests
    in C++ utilizing GoogleTest combined with the CMake-integrated CTest test runner.
    Detail includes step-by-step compilation, test suite definition, and build automation
    orchestration.
  language: C++
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Software Engineering
  - Testing
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/12/ddev:
  title: 'opensource.com: 16 reasons DDEV will be your new favorite web development
    environment'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This foundational guide details DDEV's architecture and outlines several
    core operational reasons to adopt it for local developer environments. The resource
    highlights zero-config SSL, automated multisite networking, and seamless cross-platform
    orchestration. It acts as a clear migration roadmap from customized Docker Compose
    layouts to a standardized, team-wide orchestration abstraction layer.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
  - Development Environments
  - Local Orchestration
  - DDEV Guides
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devel-sites.md
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/2/kubernetes-architecture:
  title: 'opensource.com: A guide to Kubernetes architecture'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A high-level architectural walkthrough introducing components of master
    and worker topologies. Clearly distinguishes logical cluster planes and details
    container execution layers.
  language: English
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  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
  - Architecture
  - Control Plane
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/3/visual-map-kubernetes-deployment:
  title: 'opensource.com: A visual map of a Kubernetes deployment'
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An architectural guide that maps out a Kubernetes deployment lifecycle.
    Provides dynamic, step-by-step visual blueprints that trace an API request from
    its initial ingress point down through pod scheduling and dynamic IP allocation.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: null
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  hierarchy:
  - Core Architecture
  - Visual Resources
  - Deployment Map
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/customize-git-subcommands:
  title: 'opensource.com: Make your own Git subcommands'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to write custom Git subcommands by placing executable files
    (like `git-custom-command`) in your system PATH, allowing developers to extend
    Git's core CLI with specialized team scripts.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - Software Engineering
  - Version Control
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/git-branches:
  title: 'opensource.com: Explaining Git branches with a LEGO analogy'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Simplifies the conceptual understanding of Git branching, staging, and
    merge mechanisms utilizing physical Lego bricks as visual models. Highly helpful
    for building conceptual clarity in junior engineers adapting to non-linear development
    strategies.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - Version Control
  - Git Core
  - Conceptual Models
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/git-push:
  title: 'opensource.com: My guide to using the Git push command safely'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to run write operations to remote repositories safely.
    Emphasizes workflows using `--force-with-lease` and configure branch protection
    to protect production branches.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
  - Software Engineering
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/git-tips:
  title: 'opensource.com: 10 Git tips we can''t live without'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Highly curated selection of 10 daily Git CLI tips
    for productivity optimization. Live Grounding: Uncovers under-utilized commands
    such as git worktree (enabling concurrent branch work in isolated directories)
    and git switch, which improve local development velocity.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate-Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/manage-git-commits-rebase-i-command:
  title: 'opensource.com: My guide to understanding Git rebase -i'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep dive into interactive rebasing commands (pick, reword, edit, squash,
    fixup, drop). Highlights how interactive rebasing works behind the scenes to help
    developers rewrite local histories cleanly before master integration.
  language: English
  resource_type: Tutorial
  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/article/22/4/open-source-tools-developing-cloud:
  title: 'opensource.com: 5 open source tools for developing on the cloud'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reviews five open-source utilities designed to simplify the cloud development
    process. Explores patterns including container build optimization, local virtualization
    engines, and infrastructure code validations to help developers minimize localized
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  language: Bash
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 97c4677ad60e26136db932c1820ea8668bceb89b168121f542a1695025a77a65
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  last_checked: 1779030384.527783
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  hierarchy:
  - Cloud-Native Platforms
  - Developer Experience
  - Curation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:06:24.527783+02:00'
https://opensource.com/downloads/ansible-k8s-cheat-sheet:
  title: "Ansible k8s cheat sheet \U0001F31F"
  description: ''
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Specialist reference sheet targeting Kubernetes resource
    control via Ansible modules. Live Grounding: Invaluable for platform automation,
    allowing operations teams to manage K8s object lifecycles using structured declarative
    YAML playbooks rather than raw kubectl commands.'
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Ansible Kubernetes
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://opensource.com/downloads/bash-programming-guide:
  title: 'opensource.com: An introduction to programming with Bash (eBook)'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An exhaustive, publication-grade manual introducing Shell programming
    concepts, from simple pipelines to structured error handling. It serves as a comprehensive
    onboarding blueprint for site reliability engineering teams. Live Grounding tracks
    it as an essential textbook reference for terminal mastery.
  language: Bash
  resource_type: Book
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Introduction
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://opensource.com/downloads/gnu-screen-cheat-sheet:
  title: 'opensource.com: GNU Screen cheat sheet'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Reference card for GNU Screen keybindings and window
    management. Live Grounding: While tmux has largely superseded screen in standard
    modern setups, this guide remains highly critical for maintaining persistent shells
    and serial console connections on legacy systems.'
  language: PDF
  resource_type: Administrative Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Systems
  - Linux
  - Session Management
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://opensource.com/downloads/javascript-cheat-sheet:
  title: 'opensource.com: JavaScript cheat sheet'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A modern quick-reference syntax compiler for ES6+ JavaScript. Designed
    to optimize developer productivity, it covers data types, manipulation protocols,
    async/await structures, and event-driven browser interfaces.
  language: JavaScript
  resource_type: Cheat Sheet
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Languages
  - JavaScript
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/downloads/jupyterlab-cheat-sheet:
  title: 'opensource.com: JupyterLab cheat sheet'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A targeted command cheat sheet highlighting JupyterLab's execution environments,
    interface layouts, extension structures, and kernel-switching protocols to benefit
    data engineering cycles.
  language: Python
  resource_type: Cheat Sheet
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Science & ML
  - Notebook Environments
  - JupyterLab
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/downloads/logrotate-cheat-sheet:
  title: 'opensource.com: Linux logrotate cheat sheet'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A pragmatic reference guide to configuring and troubleshooting the Linux
    logrotate daemon. It provides clear patterns for defining size limits, automated
    log rotation frequency, compression policies, and purging behaviors for production
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  language: Bash
  resource_type: Documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Log Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/downloads/mariadb-mysql-cheat-sheet:
  title: 'opensource.com: MariaDB and mySQL cheat sheet'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operations cheat sheet for managing MariaDB and MySQL engine architectures.
    Documents typical command lines, user-privilege management, engine optimization
    parameters, and logical backup sequences.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - MySQL & MariaDB
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://opensource.com/downloads/parted-cheat-sheet:
  title: 'opensource.com: Linux Parted cheat sheet'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Focused reference sheet for GNU Parted CLI utility.
    Live Grounding: Essential for storage administrators and virtual-machine managers
    configuring partition tables (GPT/MBR), resizing filesystems, and aligning sector
    offsets.'
  language: PDF
  resource_type: Administrative Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Linux
  - Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://opensource.com/downloads/watch-cheat-sheet:
  title: 'opensource.com: Watch command cheat sheet'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical reference showing how to use the Linux watch utility to
    monitor command output in real-time. It showcases how to track disk usage trends,
    network ports, or pod scheduling configurations directly in the terminal.
  language: Bash
  resource_type: Documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Command Line Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://opensource.com/life/16/2/how-use-python-hack-your-ide:
  title: 'opensource.com: How to use Python to hack your Eclipse IDE'
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explains how to extend and automate the Eclipse IDE using Python scripting
    through Jython and the Eclipse Scripting Engine (EASE). Outlines how to write
    lightweight automation scripts to modify files, generate boilerplate, and interact
    with Eclipse UI controls directly, circumventing complex Java-heavy plugin development.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - IDEs & Editors
  - Eclipse Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://opensource.com/life/16/7/how-restore-older-file-versions-git:
  title: 'opensource.com: How to restore older file versions in Git'
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Focuses on file restoration mechanisms, demonstrating commands like
    git checkout, git restore, and git reset to recover historical files safely and
    manage state inconsistencies.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Version Control
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https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html:
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https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.html:
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https://opensource.microsoft.com/blog/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices:
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https://opensource.substack.com/p/all-you-need-to-know-about-gitops:
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https://opentelemetry.io:
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https://opentelemetry.io/blog/2023/k8s-runtime-observability:
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https://opentracing.io:
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https://openvim.com:
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https://openwebinars.net/blog/13-errores-que-cometes-como-manager:
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https://openwhisk.apache.org:
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https://operatorframework.io/operator-capabilities:
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https://operatorhub.io:
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https://operatorhub.io/operator/kubefed-operator:
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https://operatorhub.io/operator/robin-operator:
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https://operatorhub.io/operator/rook-ceph:
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https://operatorhub.io/operator/strimzi-kafka-operator:
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https://opssorry.substack.com/p/gitops-a-simple-approach-to-using:
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https://outdated.sh:
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https://owasp.org/www-project-kubernetes-top-ten:
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https://oxylabs.io/blog/python-web-scraping:
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https://p2theme.com:
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https://pagure.io/copr/copr:
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? https://paigeshin1991.medium.com/drop-nuclear-bomb-on-your-aws-services-how-to-clear-your-entire-aws-account-in-3-seconds-53f28928e09c
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https://palaemon.io:
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https://palak-bhawsar.hashnode.dev/automated-cicd-pipeline-for-java-project:
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  ai_summary: 'A curated technical resource and architectural guide covering palak-bhawsar.hashnode.dev:
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https://palark.com/blog/advanced-helm-templating:
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  ai_summary: Advanced tutorial highlighting powerful features in Helm’s templating
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https://palark.com/blog/best-practices-kubernetes-part-1:
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  ai_summary: Part 1 of a comprehensive guide outlining architectural rules for deploying
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https://palark.com/blog/best-practices-kubernetes-part-2:
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https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools:
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  ai_summary: A technical comparison of prominent open-source chaos engineering frameworks
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https://palark.com/blog/chaos-mesh-in-kubernetes:
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https://palark.com/blog/comparing-ingress-controllers-for-kubernetes:
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  ai_summary: Provides a comprehensive architectural analysis and evaluation of popular
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https://palark.com/blog/comparing-kubernetes-operators-for-postgresql:
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https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernetes:
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  ai_summary: A detailed post-mortem analyzing how an Elasticsearch cluster was lost
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https://palark.com/blog/ha-keycloak-infinispan-kubernetes:
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https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone:
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  ai_summary: Detailed technical review of kubenav, focusing on its ability to provide
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https://palark.com/blog/kubernetes-configmap-guide:
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https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter:
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  ai_summary: Evaluates how to deploy and configure Aqua Security's kube-bench alongside
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https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow:
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  ai_summary: Outlines technical patterns to capture and map container-to-container
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  addition_method: manual
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https://palark.com/blog/kubernetes-snaphots-usage:
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  ai_summary: A complete layout detailing how to schedule and declare VolumeSnapshots
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https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes:
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  stars: 3
  ai_summary: A technical walkthrough of Kui's hybrid interface. Examines how bridging
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  is_microservice: false
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  hierarchy:
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  - UI & Dashboards
  - Hybrid CLI
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes:
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  stars: 3
  ai_summary: A deep-dive technical analysis evaluating Okteto Cloud as an alternative
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https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando:
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https://palark.com/blog/small-local-kubernetes-comparison:
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  ai_summary: An intensive technical comparison of k0s, MicroK8s, kind, k3s, and Minikube.
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https://palark.com/blog/tag/kubernetes:
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  year: '2025'
  stars: 0
  ai_summary: Palark's technical blog delivers authoritative articles detailing production-grade
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https://pandas.pydata.org/pandas-docs/stable/reshaping.html:
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https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger:
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https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40:
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https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet:
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https://permission.site:
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https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes:
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https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes:
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  ai_summary: An industry blueprint outlining architectural best practices for running
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https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio:
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https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools:
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https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes:
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  ai_summary: Technical tutorial focused on architecting a comprehensive RabbitMQ
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https://piotrminkowski.com/2020/10/19/gitlab-ci-cd-on-kubernetes:
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  ai_summary: Curator Insight features this comprehensive guide for establishing GitLab
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https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes:
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  ai_summary: Details how to configure Kubernetes Horizontal Pod Autoscaling (HPA)
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https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes:
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  ai_summary: Details executing dynamically provisioned Jenkins agent pods inside
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https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold:
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  ai_summary: High-velocity development workflow blueprint leveraging Cloud Native
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https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques:
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https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo:
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https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes:
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  ai_summary: Technical blueprint demonstrating blue-green deployments on Kubernetes
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https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus:
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https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices:
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https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel:
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https://piotrminkowski.com/2021/07/08/kubernetes-multicluster-with-kind-and-submariner:
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https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind:
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https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd:
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https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques:
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https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium:
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https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift:
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https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd:
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https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase:
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https://piotrminkowski.com/2021/12/21/development-on-kubernetes-with-telepresence-and-skaffold:
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https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud:
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  ai_summary: An application integration tutorial showing how to bind Spring Cloud
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  complexity: Intermediate
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  status: online
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  hierarchy:
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  tags:
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  - '[GUIDE]'
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  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot:
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  year: '2022'
  stars: 0
  ai_summary: Examines the implementation of distributed transactions within Spring
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  language: Java
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Event-Driven Architecture
  - Distributed Transactions
  - Saga Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree:
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  year: '2022'
  stars: 0
  ai_summary: An in-depth guide to securing and validating Kubernetes manifests prior
    to production deployment using Datree integrated into a Tekton pipeline. The workflow
    runs automated schema validation, security compliance checks, and configuration
    best practices directly against raw YAML assets. This represents a robust DevSecOps
    guardrail pattern for continuous integration pipelines.
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  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Delivery
  - CI/CD & GitOps
  - Policy & Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - tekton.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton:
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  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to build automated canary deployments by chaining Knative's
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    Knative service revisions, teams can systematically route a fraction of incoming
    traffic to green deployments while verifying performance telemetry. It delivers
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  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Delivery
  - Progressive Delivery
  - Serverless Canary
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - tekton.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with-gitops-approach:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a real-world developer workflow utilizing GitOps frameworks
    during local and remote microservice development. Details how to tightly couple
    development loops with rapid Git-based deployments to maintain real-time sync
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  language: English
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd:
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  description: ''
  year: '2022'
  stars: 4
  ai_summary: Practical demonstration of deploying and managing a Kafka cluster on
    Kubernetes using a hybrid Terraform and ArgoCD approach. Discusses how to configure
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  language: English
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - GitOps
  - Terraform Integration
  - Data Infrastructure
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes:
  title: "piotrminkowski.com: GitOps with Advanced Cluster Management for Kubernetes
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth technical walkthrough focusing on multi-cluster GitOps orchestration
    patterns. It maps out deployment structures managed via Red Hat Advanced Cluster
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  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Management
  - OpenShift
  - RHACM
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd:
  title: "piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD \U0001F31F"
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  year: '2022'
  stars: 4
  ai_summary: Step-by-step architectural guide on configuring a centralized ArgoCD
    instance to manage resources across several remote Kubernetes clusters. Covers
    network endpoints, remote credentials provisioning, and configuration drift auditing.
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  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Multi-Cluster
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform:
  title: 'piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates the end-to-end automation of Bitnami Sealed Secrets using
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    provision the sealed secret operator and manage encrypted configurations in Git
    repositories.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - GitOps
  - Sealed Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes:
  title: "piotrminkowski.com: Best Practices for Java Apps on Kubernetes \U0001F31F"
  description: ''
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  stars: 0
  ai_summary: Outlines critical best practices for operating Java workloads in Kubernetes.
    Topics include configuring precise liveness/readiness probes, setting container
    resources (requests/limits) to match JVM heap sizes, using native compilation,
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  language: Java
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes:
  title: "piotrminkowski.com: Which JDK to Choose on Kubernetes \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An expert comparative guide evaluating the behavior, memory footprint,
    startup time, and performance profile of various OpenJDK distributions inside
    Kubernetes. It helps team leads choose the optimal vendor distribution (e.g.,
    Temurin, Corretto, Red Hat) for cloud workloads.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud:
  title: "piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive practical guide illustrating how to build, wire, and
    deploy a distributed system using Spring Boot 3 and Spring Cloud. Architecturally,
    it details service discovery, configuration management, API routing, and inter-service
    communication using updated Spring Boot 3 baseline configurations. Live grounding
    in 2026 confirms that while Spring Cloud remains enterprise-stable, cloud-native
    deployments often offload these patterns to Kubernetes native resources.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Microservices Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot:
  title: 'piotrminkowski.com: Concurrency with Kafka and Spring Boot'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines advanced concurrency paradigms when developing high-throughput
    event consumers inside Spring Boot applications. Focuses on tuning consumer threads,
    partition assignments, off-loop processing patterns, and transactional commit
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  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Client Development
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd:
  title: 'piotrminkowski.com: Manage Kubernetes Operators with ArgoCD'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Addresses challenges and patterns for deploying Kubernetes Operators
    (e.g., Prometheus Operator, Cert-Manager) via ArgoCD. Analyzes solutions for Custom
    Resource Definition (CRD) lifecycle management during upgrades and synchronization.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - GitOps
  - Kubernetes Operators
  - CRD Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup-on-kubernetes:
  title: 'piotrminkowski.com: Resize CPU Limit To Speed Up Java Startup on Kubernetes'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explains how CPU limits severely slow down JVM (Java) startup times
    on Kubernetes.

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

    - Mitigates CFS throttling during Java''s highly intensive classloading startup
    phase.'
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - Resource Management
  - Performance Optimization
  - Java Optimizations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus:
  title: 'piotrminkowski.com: Introduction to gRPC with Quarkus'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the integration of low-latency gRPC services inside Quarkus.
    Demonstrates schema-first API creation via Protocol Buffers, building high-performance
    non-blocking streaming services, and optimizing binary communication interfaces
    for modern microservices.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Development
  - Serverless Java
  - gRPC Communication
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java:
  title: 'piotrminkowski.com: Slim Docker Images for Java'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical evaluation of JVM microservice configurations. Uses jlink
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    Java workloads.
  language: Java
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers
  - Build Optimization
  - Java
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube:
  title: 'piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive developer guide showing how to deploy, execute, and
    monitor Java microservice tests within a Kubernetes cluster using Testkube. It
    details configuring Maven and JUnit test executors within Testkube's native execution
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  language: Java
  resource_type: Technical Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 38007a4d78dbc1b15b508b2c46159b519698bf85382df56f81627ffb67459127
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  last_checked: 1779029356.597173
  needs_ai_refresh: false
  hierarchy:
  - Testing
  - Test Orchestration
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:49:16.597173+02:00'
https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service:
  title: "piotrminkowski.com: Getting Started with Azure Kubernetes Service \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A streamlined onboarding guide outlining the core mechanics of building,
    deploying, and maintaining basic cluster topologies in AKS. Provides a solid foundation
    covering cluster creation parameters via Azure CLI, container registry linkage,
    and basic networking. Recommended for developers transitionining from local docker
    engines to managed cloud-native environments.
  language: Bash
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes:
  title: 'piotrminkowski.com: Java Flight Recorder on Kubernetes'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A real-world implementation guide demonstrating how to manage JDK Flight
    Recorder (JFR) captures inside containerized Kubernetes clusters. By leveraging
    modern diagnostic operators like Cryostat, the guide details automated collection
    pipelines that prevent performance overhead in production microservices.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://piotrminkowski.com/2024/06/13/getting-started-with-backstage:
  title: 'piotrminkowski.com: Getting Started with Backstage'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A comprehensive technical guide to bootstrapping Backstage, configuring
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    steps to integrate local tooling with the developer portal, enabling swift adoption
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  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes:
  title: 'piotrminkowski.com: Backstage on Kubernetes'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: This guide details the production deployment steps for running Backstage
    on Kubernetes. It covers containerization, Helm chart configuration, database
    state persistence, and securing identity management integration for scalable developer
    portal deployments.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hub:
  title: 'piotrminkowski.com: IDP on OpenShift with Red Hat Developer Hub'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Hands-on technical blueprint demonstrating how to design and build an
    IDP utilizing Red Hat Developer Hub (based on Backstage) on top of Red Hat OpenShift.
    Explores deployment templates, catalog integration, cluster authentication, and
    secure GitOps-driven application pipelines.
  language: English
  resource_type: Blog Post
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring-boot:
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  description: ''
  year: '2019'
  stars: 0
  ai_summary: Structural walk-through for establishing lightweight, container-ready
    Kotlin microservices utilizing Spring Boot. Explores native integration patterns,
    testing, and modern language features optimized for cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://pivotal.io/platform/pivotal-container-service:
  title: 'Pivotal.io: Pivotal Container Service (PKS), owned by VMware'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Originally Pivotal Container Service (PKS), this enterprise-ready Kubernetes
    runtime has been integrated directly into the VMware Tanzu Portfolio. It features
    multi-cluster management, declarative deployment, and deep integration with NSX-T
    networking. Live grounding labels the PKS brand as legacy, now superseded by Tanzu
    Kubernetes Grid.
  language: English
  resource_type: Product/Documentation
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - VMware Tanzu
  - Platform Operations
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
? https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview
: title: 'pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin
    with Azure Kubernetes Service (AKS) (PREVIEW)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines utilizing the Bring Your Own CNI (BYO CNI) preview option in
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    (such as custom Cilium structures) while still leveraging the managed control
    plane benefits of AKS.
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  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - BYO CNI
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature
: title: 'pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision:
    A Deep Dive into the Latest Public Preview Feature'
  description: "- Node Autoprovision (NAP) in AKS is a game-changer for managing node
    pools. As your workloads expand and diversify in complexity, needing various CPU,
    memory, and capability configurations, managing your VM configurations can become
    quite daunting. This is where NAP steps in.\n    - NAP dynamically decides the
    optimal VM configuration for your pending pod resource requirements, ensuring
    that your workloads run efficiently and cost-effectively. This feature is rooted
    in the open-source Karpenter project, and its implementation in AKS is also open-source."
  year: '2023'
  stars: 0
  ai_summary: An in-depth review of AKS Node Autoprovisioning (NAP), an implementation
    based on the open-source Karpenter project. NAP evaluates unschedulable pod manifests
    to dynamically provision the optimal VM sizes and SKU mixtures, circumventing
    the constraints of static Kubernetes Node Pools. Highly relevant for architects
    looking to decrease scaling latency and infrastructure wastage.
  language: YAML
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Azure Kubernetes Service (AKS)
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineers:
  title: 'piyushverma.hashnode.dev: Basic Linux Shell Scripting for DevOps Engineers'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering piyushverma.hashnode.dev:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030957.738462
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:15:57.738462+02:00'
https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-external-secrets-operators-4819562c3b02:
  title: 'pjame-fb.medium.com: Kubernetes Secrets from Secrets Manager using External''
    Secrets Operators'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering pjame-fb.medium.com:
    Kubernetes Secrets from Secrets Manager using External'' Secrets Operators in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033118.185514
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:51:58.185514+02:00'
https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files:
  title: github.com/keilerkonzept/aws-secretsmanager-files
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A dedicated Go library designed to pull configurations from AWS Secrets
    Manager and map them directly into local files. This is extremely beneficial for
    containerized legacy applications that expect configurations as local disk paths
    rather than dynamic environment variables.
  language: Go
  resource_type: Library
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 5e18f65d592f62ee0013794959963da1671f43d9d90d40bc1847356d15545db3
  health_score: 100.0
  last_checked: 1779029251.901242
  needs_ai_refresh: true
  hierarchy:
  - Security
  - Secrets Management
  - AWS Secrets Manager
  tags:
  - '[LEGACY]'
  v1_locations:
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  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  gh_license: MIT
  gh_pushed: '2024-07-30T22:47:01Z'
  gh_stars: 35
  discovered_at: '2024-07-30T22:47:01Z'
https://pkg.go.dev/k8s.io/client-go:
  title: pkg.go.dev/k8s.io/client-go
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official API documentation hub for client-go, detailing method designs,
    resource structs, client authentication configurations, and context-aware request
    flows.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Go Client Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-client-libraries.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://pkg.go.dev/knative.dev/security-guard:
  title: pkg.go.dev/knative.dev/security-guard
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Security Guard is a modular system built to monitor Knative serverless
    runtimes. It maps execution baselines (such as memory patterns, shell accesses,
    and network footprints) to identify anomalies in real time. This security layer
    ensures that transient, short-lived serverless applications remain protected without
    introducing significant cold-start delays.
  language: Go
  resource_type: Library
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Serverless Security
  - Knative Security Guard
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://planetscale.com/docs/vitess/best-practices:
  title: "docs.planetscale.com: The PlanetScale workflow \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documentation outlining the schema migration workflow in PlanetScale,
    powered by Vitess. Introduces non-blocking schema changes and deployment branches,
    enabling developers to modify production databases without locking tables or causing
    downtime.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - Cloud Native Databases
  - Vitess
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - liquibase.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://plantuml.com:
  title: PlantUML
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An open-source, industry-standard tool allowing engineers to generate
    architecture, sequence, and component diagrams from simple, human-readable markdown-like
    text. Extremely useful for maintaining documentation alongside code.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - Markup Tool
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - cloud-arch-diagrams.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces:
  title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Illustrates a full CD pipeline design combining Jenkins automation pipelines,
    Sonatype Nexus artifact caching, and the Cloudogu developer platform ecosystem.
    It discusses how to decouple build outputs, secure package verification, and trigger
    orchestrations. It demonstrates how standardizing on artifact-centric builds minimizes
    drift in multi-environment configurations.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipeline
  - Automation Ecosystems
  - Jenkins & Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://platform.cloudogu.com/en/blog/gitops-tools:
  title: "cloudogu.com: Automation Assistants: GitOps tools in comparison \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth automation analysis evaluating standard GitOps operators.
    Discusses the trade-offs of security policies, installation overheads, multi-cluster
    scaling behaviors, and synchronization performance across production platform
    environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example:
  title: 'cloudogu.com: Kubernetes least privilege implementation using the Google
    Cloud as an axample'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive walkthrough demonstrating how to enforce the Principle
    of Least Privilege. Combines GCP IAM roles and Kubernetes RBAC configuration to
    lock down namespaces and cluster resources.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access Control
  - Least Privilege
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://platform.qa.com/login:
  title: 'cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment
    From Release?'
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Architectural analysis of separating physical code deployment from logical
    user release. Examines the use of feature flag systems and proxy-level traffic
    management to perform risk-free production promotions.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Release Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://platform9.com/blog/difference-between-multi-cluster-multi-master-multi-tenant-federated-kubernetes:
  title: 'platform9.com: Difference Between multi-cluster, multi-master, multi-tenant
    & federated Kubernetes'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies foundational definitions in the scaling landscape. Contrasts
    multi-cluster partitioning, master redundancy layers, virtual namespace multi-tenancy,
    and cluster federation engines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Architecture
  - Design Patterns
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://platform9.com/blog/kubernetes-autoscaling-options-horizontal-pod-autoscaler-vertical-pod-autoscaler-and-cluster-autoscaler
: title: 'platform9.com: Kubernetes Autoscaling Options: Horizontal Pod Autoscaler,
    Vertical Pod Autoscaler and Cluster Autoscaler'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structural side-by-side comparison of standard Kubernetes autoscaling
    paradigms. Serves as a great administrative overview for teams structuring unified
    high-availability and elastic resource profiles.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Autoscaling Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://platform9.com/blog/kubernetes-ci-cd-pipelines-at-scale:
  title: 'platform9.com: Kubernetes CI/CD Pipelines at Scale'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses architectural blueprints for implementing scalable CI/CD pipelines
    across enterprise Kubernetes deployments. It reviews toolchains like Jenkins,
    GitLab CI, and ArgoCD, analyzing bottlenecks in scaling automated delivery.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & Delivery
  - Enterprise CI/CD
  - Delivery Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://platform9.com/blog/kubernetes-cluster-sizing-how-large-should-a-kubernetes-cluster-be:
  title: 'platform9.com: Kubernetes Cluster Sizing – How Large Should a Kubernetes
    Cluster Be?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores calculation parameters used to size enterprise Kubernetes control
    environments. Reviews scaling limits of the internal etc database, virtual overlay
    network topologies, and standard scheduler limits.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Worker Nodes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://platform9.com/blog/kubernetes-service-mesh:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering platform9.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 2b7f045fb573adc255a22fe7fee08925918a3e5bb069901d4295807fc0a64a38
  health_score: 100.0
  last_checked: 1779130494.931573
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  - docs/servicemesh.md
  v2_locations:
  - kubernetes.md
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.931573+02:00'
https://platform9.com/blog/kubernetes-service-mesh-a-comparison-of-istio-linkerd-and-consul:
  title: 'platform9.com: Kubernetes Service Mesh: A Comparison of Istio, Linkerd and''
    Consul'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 1dd98cdba86e04b5984e7ad8c8693d1defb949d1deca715d31c325d47ac1464b
  health_score: 100.0
  last_checked: 1779031026.20083
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/servicemesh.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:17:06.200830+02:00'
https://platform9.com/blog/ultimate-guide-to-kubernetes-ingress-controllers:
  title: "platform9.com: Ultimate Guide to Kubernetes Ingress Controllers \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A definitive reference comparison comparing top ingress technologies
    (NGINX, Envoy, Traefik, HAProxy, Kong). Benchmarks each against raw throughput,
    latency profiles, dynamic reload capabilities, and extensibility models.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Ingress Controllers
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://platform9.com/lp/ultimate-guide-enterprise-kubernetes:
  title: 'platform9.com: The Gorilla Guide to Kubernetes in the Enterprise'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 1dd98cdba86e04b5984e7ad8c8693d1defb949d1deca715d31c325d47ac1464b
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  last_checked: 1779029365.110532
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:49:25.110532+02:00'
https://platformengineering.org:
  title: platformengineering.org
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The primary community-driven knowledge portal for Platform Engineering
    globally. Hosts foundational patterns, blueprints, and tooling landscapes (such
    as the Internal Developer Platform reference architectures) that define industry-wide
    standardization for developer experience (DevEx).
  language: English
  resource_type: Portal
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Community Hub
  - General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready:
  title: 'platformengineering.org: AI is changing the future of platform engineering.
    Are you ready?'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Discusses how generative AI is shifting internal developer platform
    (IDP) dynamics. Details how AI assistance simplifies configuration management,
    infrastructure provisioning, and self-service portals for developer teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Platform Engineering
  - Platform Engineering Trends
  - AI Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://platformengineering.org/tools/capsule:
  title: ==platformengineering.org/tools/capsule== ⭐
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Capsule provides native multi-tenancy in single Kubernetes clusters
    by implementing lightweight tenant abstractions. Operating as a custom operator,
    it manages namespaces without replacing standard Kubernetes APIs or creating separate
    control planes. It is highly valued for enforcing governance limits in shared
    enterprise platforms.
  language: Go
  resource_type: Operator / Controller
  complexity: Advanced
  is_microservice: false
  status: online
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https://plugins.jenkins.io/allure-jenkins-plugin:
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https://plugins.jenkins.io/anchore-container-scanner:
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https://plugins.jenkins.io/aqua-security-scanner:
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https://plugins.jenkins.io/aws-credentials:
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https://plugins.jenkins.io/aws-java-sdk:
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https://plugins.jenkins.io/aws-kinesis-consumer:
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https://plugins.jenkins.io/aws-secrets-manager-credentials-provider:
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https://plugins.jenkins.io/azure-artifact-manager:
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https://plugins.jenkins.io/azure-keyvault:
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https://plugins.jenkins.io/bitbucket-push-and-pull-request:
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https://plugins.jenkins.io/blueocean:
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https://plugins.jenkins.io/blueocean-pipeline-editor:
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https://plugins.jenkins.io/blueocean-rest:
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https://plugins.jenkins.io/build-monitor-plugin:
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https://plugins.jenkins.io/cloudbees-credentials:
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https://plugins.jenkins.io/cloudbees-disk-usage-simple:
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https://plugins.jenkins.io/cloudbees-jenkins-advisor:
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https://plugins.jenkins.io/code-coverage-api:
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https://plugins.jenkins.io/compress-buildlog:
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https://plugins.jenkins.io/configuration-as-code:
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https://plugins.jenkins.io/configurationslicing:
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https://plugins.jenkins.io/copyartifact:
  title: Copy Artifact
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Enables secure and parameterized copying of workspace artifacts between
    different Jenkins jobs. Crucial for non-pipeline or multi-stage legacy freestyle
    architectures, though modern pipeline-based artifact repositories are preferred.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Artifact Management
  - Build Dependencies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/credentials-binding:
  title: Credentials Binding
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Critical security plugin that binds secrets (passwords, API keys, files)
    to environment variables in pipeline scopes. It masks sensitive data in console
    logs, preventing accidental exposure of credentials during build logs execution.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - Credentials
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/cucumber-reports:
  title: Cucumber reports
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Compiles and visualizes BDD execution results generated by Cucumber
    testing suites. It presents high-fidelity HTML reports, pass/fail ratios, and
    steps progression charts natively within Jenkins.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Testing & Verification
  - Cucumber Reporting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/custom-checkbox-parameter:
  title: "Custom Checkbox Parameter \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Implements interactive dynamic checkbox parameter UI components within
    the Jenkins run configuration console, offering clean control arrays for manual
    pipeline selections and feature flag triggers.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - UI Components
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/cvs:
  title: CVS plugin
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Provides legacy Concurrent Versions System (CVS) integration with Jenkins.
    Mostly kept for historical retro-compatibility in legacy banking/industrial contexts,
    with Git having entirely superseded CVS in mainstream software development.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - SCM Integration
  - Legacy SCM
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://plugins.jenkins.io/declarative-pipeline-migration-assistant:
  title: "Declarative Pipeline Migration Assistant \U0001F31F"
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Assists teams in migrating legacy Freestyle Jenkins jobs into modern
    Declarative Pipelines. Best suited as a transitional tool for large-scale enterprise
    modernization efforts seeking to enforce pipeline-as-code patterns.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Administration
  - Migration Utilities
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/declarative-pipeline-migration-assistant-api:
  title: "Declarative Pipeline Migration Assistant API \U0001F31F"
  description: ''
  year: '2024'
  stars: 3
  ai_summary: The programmatic API layer backing the Declarative Pipeline Migration
    Assistant. Extends migration mechanisms, enabling developers to build custom converters
    for specialized legacy plugins during automated migration routines.
  language: Java
  resource_type: Plugin
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Administration
  - Migration Utilities
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/deploy-dashboard:
  title: Deploy Dashboard by Namecheap
  description: "- [namecheap.com: Visualize Your Deployment Status with Jenkins \U0001F31F](https://www.namecheap.com/blog/visualize-your-deployment-status-with-jenkins)"
  year: '2021'
  stars: 3
  ai_summary: A visualization plugin from Namecheap that helps track and showcase
    deployment progress across environments. Provides developers with a dashboard
    to quickly grasp which artifact version is running on staging, UAT, or production.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - User Interface
  - Dashboard
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://plugins.jenkins.io/docker-custom-build-environment:
  title: CloudBees Docker Custom Build Environment
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Allows building projects inside a custom Docker container, providing
    an isolated build runtime. Generally succeeded by native Jenkins Pipeline declarative
    `agent { docker }` syntax, rendering this standalone plugin largely obsolete.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Containers
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://plugins.jenkins.io/ec2:
  title: Amazon EC2 plugin
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Dynamically spins up EC2 instances as Jenkins build agents based on
    queue load, terminating them after idle thresholds are reached. Includes advanced
    IAM profile routing, VPC placement, Spot Instance support, and customizable AMI
    launch configurations.
  language: Java
  resource_type: Plugin
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - Cloud VM Agents
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/ec2-fleet:
  title: ec2-fleet-plugin
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Integrates Jenkins directly with AWS EC2 Spot Fleets, standard Auto
    Scaling groups, or On-Demand instances. It dynamically manages fleet capacity
    based on build queue demands, maximizing compute savings.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Infrastructure
  - Auto-scaling
  - AWS Fleet Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/electricflow:
  title: CloudBees Flow plugin
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Integrates traditional Jenkins pipelines with the CloudBees Flow orchestration
    framework, permitting coordination of complex release stages directly through
    automated build processes.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - Enterprise Orchestration
  - CD Engines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/extensible-choice-parameter:
  title: Extensible Choice Parameter
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Extends Jenkins' basic choice parameter type by feeding build configuration
    fields dynamic data sources (such as Groovy scripts, text files, or global lists).
    Simplifies UI-driven parameterized builds significantly.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - User Interface
  - Job Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/fortify:
  title: Fortify
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Integrates Micro Focus Fortify Static Code Analyzer (SCA) into Jenkins
    pipelines. Automates the compilation, security scanning, and ingestion of vulnerability
    findings directly into the Fortify Software Security Center (SSC) dashboard.
  language: Java
  resource_type: Plugin
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Application Security
  - SAST
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/gatling:
  title: 'plugins.jenkins.io: gatling'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official Jenkins integration for Gatling, enabling automated parsing
    of Gatling simulation results inside CI workflows. It charts performance trends
    over time, facilitating rapid visual regression tracking and immediate identification
    of microservice performance degradation in downstream builds.
  language: Java
  resource_type: Plugin
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Jenkins
  - Reporting Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/ghprb:
  title: GitHub Pull Request Builder Plugin
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A legacy Jenkins plugin designed to trigger builds based on GitHub Pull
    Request creation and updates. While widely deployed in historical systems, modern
    setups have largely replaced this tool with GitHub Branch Source or GitHub Actions
    for vastly superior security and performance.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://plugins.jenkins.io/git:
  title: '**Git Plugin**: Merge Extensions'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A specialized extension plugin for Jenkins Git integration that automates
    pre-build branch merging. This enables immediate testing of incoming pull request
    commits against target branch heads before running main pipelines. Essential for
    verifying integration compatibility before deployment.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://plugins.jenkins.io/git-forensics:
  title: Git Forensics
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Analyzes Git repository commit histories to detect code smells, track
    code velocity, estimate file churn, and measure developer activity. Complements
    code quality scans by identifying high-risk areas of the codebase.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - SCM Integration
  - Git Standard
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/git-push:
  title: Git Push
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Automates basic push operations back to git remotes directly from within
    pipeline steps. It wraps git command executions to let jobs commit generated changes,
    updates, or tags without requiring complex scripts.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Source Code Management
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/github-autostatus:
  title: Jenkins plugin to provide automatic status for multibranch jobs (Grafana)
  description: '- [github.com/jenkinsci/github-autostatus-plugin](https://github.com/jenkinsci/github-autostatus-plugin)'
  year: '2024'
  stars: 0
  ai_summary: Automatically sends multibranch pipeline run metrics, build status,
    and custom stage benchmarks straight to Grafana or InfluxDB systems. Exposes raw
    telemetry for granular query trends.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Telemetry
  - GitHub & Grafana Status
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/github-branch-source:
  title: 'GitHub Branch Source Plugin:'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The industry-standard Jenkins integration plugin for GitHub repos. It
    dynamically scans GitHub Organizations to construct multibranch pipelines, manages
    webhooks securely, and publishes build status reports to GitHub PRs. Highly recommended
    for robust Jenkins-centric hybrid cloud environments.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/hashicorp-vault-plugin:
  title: "HashiCorp Vault \U0001F31F"
  description: '- [medium.com/@nanditasahu031: How to Integrate HashiCorp Vault with
    Jenkins to secure your Secrets](https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins-to-secure-your-secrets-f13bb36e28e9)'
  year: '2026'
  stars: 5
  ai_summary: Secures Jenkins builds by directly retrieving static and dynamic secrets
    from HashiCorp Vault. Supports AppRole, JWT, and Kubernetes authentication, completely
    bypassing local Jenkins credentials storage to prevent sprawl.
  language: Java
  resource_type: Plugin
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - Secrets Engines
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/job-dsl:
  title: "Job DSL Plugin \U0001F31F"
  description: "- [Jenkins Job DSL API \U0001F31F](https://jenkinsci.github.io/job-dsl-plugin)\n
    \   - [Jenkins Job DSL Plugin documentation](https://github.com/jenkinsci/job-dsl-plugin#documentation)
    A Groovy DSL for Jenkins Jobs - Sweeeeet!"
  year: '2025'
  stars: 0
  ai_summary: The baseline plugin enabling declarative, Groovy-driven definitions
    of Jenkins jobs and folders. Integrates seamlessly with configuration-as-code
    models to allow automatic scaling of massive delivery pipelines.
  language: Groovy
  resource_type: Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Job Generation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/kubernetes:
  title: Jenkins Kubernetes Plugin
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A foundational plugin that integrates Jenkins with Kubernetes clusters
    to dynamically provision Jenkins agent pods on-demand. By leveraging Kubernetes
    namespaces and resources, it ensures isolated build environments, scaling agent
    capacity up during intensive test stages and scaling down to save compute budget.
  language: Java
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Automation
  - Jenkins Integration
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/kubernetes-cd:
  title: Kubernetes Continuous Deploy
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A specialized Jenkins plugin designed to coordinate container deployment
    pipelines, allowing seamless application delivery onto Kubernetes clusters. It
    handles cluster authentication, manifest interpolation, and rollout verification,
    although modern enterprise GitOps architectures have largely transitioned target
    deployments to ArgoCD or Flux.
  language: Java
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Automation
  - Deployment Tools
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/kubernetes-cli:
  title: "Kubernetes CLI \U0001F31F"
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Wraps the `kubectl` CLI utility in Jenkins workflows, configuring cluster
    credentials (`kubeconfig`) securely within a controlled scope. Simplifies interactions
    with remote Kubernetes control planes across multiple environments directly from
    pipeline scripts.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - CLI Integrations
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/leastload:
  title: Least Load
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Replaces the default Jenkins executor selection algorithm, routing build
    tasks to agents with the least active load instead of historical preference. Extremely
    useful in multi-tenant, heterogeneous physical or virtual VM agent environments.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Performance
  - Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/logstash:
  title: Logstash
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Directs Jenkins build console logs to a remote Logstash instance or
    Elasticsearch backend in real-time, preventing high disk usage on the local controllers
    and standardizing logs storage.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Telemetry
  - Elastic Stack Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/matrix-auth:
  title: "Matrix Authorization Strategy \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Core security authorization plugin providing fine-grained access control
    tables. Allows administrators to define read, write, and execute permissions globally
    and per-project for specific users and groups inside Jenkins.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - Authorization
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/metrics:
  title: Metrics
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Exposes critical Jenkins operational runtime metrics (thread pools,
    queue wait times, GC pause, heap usage) via the Dropwizard Metrics API. Serves
    as the back-end foundation for Prometheus/Grafana system dashboards.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Observability
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/monitor-pro:
  title: Monitor Pro Plugin
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Exposes extended monitoring profiles for Jenkins infrastructure. Enhances
    native monitoring dashboards with modular status summaries and pipeline success
    rates.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Dashboards & Visualization
  - Build Monitor
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/nomad:
  title: Nomad
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Enables dynamic worker provisioning across HashiCorp Nomad clusters.
    It translates pipeline requests into temporary Nomad execution tasks, supporting
    mixed workload distributions in multi-cloud topologies.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Infrastructure
  - Orchestration
  - HashiCorp Nomad
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/npm-yarn-wrapper-steps:
  title: NPM and Yarn Wrapper and Steps
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Provides pipeline wrapper steps for isolated Node.js, NPM, and Yarn
    configurations. It simplifies packages builds and credentials handling for modern
    frontend delivery pipelines.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Node.js Build Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/openshift-client:
  title: openshift-client
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A vital Jenkins plugin that packages and injects the OpenShift CLI (oc)
    command tool directly into pipeline execution containers. It enables automation
    scripts to easily authenticate, query, and manipulate OpenShift namespaces, security
    context constraints (SCCs), and route resources.
  language: Java
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - OpenShift
  - CLI Tools
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://plugins.jenkins.io/openshift-deployer:
  title: openshift-deployer
  description: ''
  year: '2018'
  stars: 1
  ai_summary: An older plugin designed for deploying applications to OpenShift V2/V3
    environments. Modern GitOps engines (ArgoCD) and OpenShift GitOps have largely
    replaced this plugin, rendering it legacy for newer cloud-native deployments.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - OpenShift Integration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://plugins.jenkins.io/openshift-login:
  title: openshift-login
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides automated authentication against OpenShift clusters inside
    Jenkins pipelines, handling token retrieval and renewal seamlessly. Secures interactions
    with OpenShift API servers using temporary ServiceAccount tokens or OAuth configs.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/openshift-pipeline:
  title: openshift-pipeline
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A key Jenkins integration designed to trigger and coordinate OpenShift
    source-to-image (S2I) and binary-to-image build pipelines directly from Jenkins
    stages. It bridges traditional centralized orchestration with OpenShift-native
    application delivery models. Modern workloads are increasingly migrating toward
    Tekton-based OpenShift Pipelines.
  language: Java
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - OpenShift
  - Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://plugins.jenkins.io/openshift-sync:
  title: openshift-sync
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A specialized Jenkins plugin designed to continuously synchronize Jenkins
    Job states, configurations, and build logs directly with OpenShift’s Build configurations
    and pipelines. By unifying build states, it provides developers with a single
    dashboard experience within the native OpenShift console interface.
  language: Java
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - OpenShift
  - Synchronization
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://plugins.jenkins.io/opentelemetry:
  title: "OpenTelemetry \U0001F31F"
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Emits pipeline execution traces, runtime metrics, and log payloads to
    compliant OpenTelemetry collectors. This provides DevOps engineers with direct
    observability, identifying step bottlenecks, parallel stage issues, and overall
    deployment latency.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Telemetry
  - OpenTelemetry Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/parameter-separator:
  title: Parameter Separator
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Enhances the visual layout of parameterized Jenkins jobs by adding custom
    line separators and CSS styled labels between fields. Helps organize massive build
    form structures for improved operator ergonomics.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - User Interface
  - Job Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/performance:
  title: 'plugins.jenkins.io: performance'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: ac8365c7f6355c9f44fd8b637874ad88b3a0b97e04cae2d0ff299ff5fed78f4d
  health_score: 100.0
  last_checked: 1779031962.274726
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:32:42.274726+02:00'
https://plugins.jenkins.io/pipeline-as-yaml:
  title: "Pipeline as YAML (Incubated) \U0001F31F"
  description: '- [ebook: Hands-on Pipeline as YAML with Jenkins: A Beginner''s Guide
    to Implement CI/CD Pipelines for Mobile, Hybrid, and Web Applications Using Jenkins
    (English Edition)](https://www.amazon.com/gp/product/B0976SB2YG)'
  year: '2024'
  stars: 3
  ai_summary: An alternative Jenkins pipeline engine allowing users to define build
    structures inside YAML instead of Groovy. Caters to teams seeking standard YAML
    CI definitions comparable to GitHub Actions or GitLab CI/CD, bridging the gap
    for Jenkins setups.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Pipeline Definition
  - Declarative Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/pipeline-graph-view:
  title: "pipeline-graph-view \U0001F31F"
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Delivers a modernized and responsive visual interface for tracking pipeline
    execution runs. Replaces old visualization interfaces by providing clean DAG trees,
    making parallel step runs, sequential phases, and step execution statuses readily
    apparent to developers.
  language: JavaScript
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - User Experience
  - Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/pipeline-maven:
  title: "pipeline-maven: Pipeline Maven Integration \U0001F31F"
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Provides rich integration between Apache Maven executions and Jenkins
    Pipelines. It automatically tracks build artifacts, processes downstream test
    results (Surefire, Failsafe), and manages Maven-based dependency triggering across
    internal jobs.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Build Tools
  - Maven
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/pipeline-utility-steps:
  title: "Pipeline Utility Steps \U0001F31F\U0001F31F"
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Adds standard pipeline steps for handling, editing, and reading file
    types like JSON, CSV, XML, YAML, and ZIP files. It is an essential utility for
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  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Pipelines
  - Utility Steps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/plasticscm-mergebot:
  title: PlasticSCM MergeBot Jenkins Plugin
  description: ''
  year: '2019'
  stars: 1
  ai_summary: A legacy Jenkins integration plugin designed to connect Plastic SCM's
    native MergeBot engine with continuous integration pipelines. It monitors merge
    requests and automates verification runs before checking changes back into the
    trunk.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://plugins.jenkins.io/plugin-usage-plugin:
  title: Plugin Usage
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Scans and maps which Jenkins jobs are actively using specific plugins.
    Unlocks clean optimization pathways for system administrators attempting to deprecate
    legacy plugins and reduce security attack vectors on bloated controller instances.
  language: Java
  resource_type: Plugin
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Administration
  - Auditing
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/qftest:
  title: QF-Test
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Integrates QF-Test GUI automation results directly into Jenkins build
    pipelines. Tracks test execution metrics, outputs comprehensive reports, and generates
    quality pass/fail gates for Java Swing, JavaFX, and web applications.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Quality Assurance
  - Testing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/qualys-cs:
  title: 'qualys-cs: Qualys Container Scanning Connector'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Enforces early-stage continuous security by triggering Qualys Container
    Security platform scans on newly built images. It evaluates configurations and
    critical software packages, stopping bad artifacts before they reach production
    registries.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/rapid7-insightvm-container-assessment:
  title: InsightVM Container Image Scanner
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Triggers Rapid7 InsightVM container scans on intermediate image stages
    to evaluate vulnerabilities and configurations, enforcing standard container security
    controls directly in the pipeline.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Vulnerability Scanning
  - Rapid7 Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/rest-list-parameter:
  title: REST List Parameter
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Constructs dynamic selection panels inside parameterized build forms
    by executing GET requests to third-party REST endpoints. It fetches real-time
    arrays (such as release versions or deployment targets) to prevent stale options.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Integration Parameter
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://plugins.jenkins.io/robot:
  title: Robot Framework
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Integrates Robot Framework test results within Jenkins pipelines. Captures
    HTML test outputs, generates interactive charts showing trends, and allows granular
    compliance and build quality gate integration based on test run metrics.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Quality Assurance
  - Testing Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/role-strategy:
  title: "Role-based Authorization Strategy \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Enterprise-standard authorization mechanism organizing users into dynamic
    Roles (Global, Project, Agent) matching LDAP/AD structures. Enables strict multi-tenant
    isolation and security boundaries in complex shared controllers.
  language: Java
  resource_type: Plugin
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - Authorization
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/scm-filter-jervis:
  title: SCM Filter Jervis YAML Plugin
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An auxiliary Jenkins plugin designed to parse and filter repositories
    using Jervis YAML configuration files. Promotes automated, multi-branch pipeline
    generation based on Git root metadata files.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Jenkins
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://plugins.jenkins.io/script-security:
  title: Script Security
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An indispensable core security component that sandboxes Groovy code
    executed in Jenkinsfiles. It uses automatic code inspection and administrator-vetted
    whitelists to restrict pipelines from invoking high-privilege system APIs.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Security
  - Sandbox Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/sonar:
  title: "SonarQube Scanner \U0001F31F"
  description: "- [SonarScanner for Jenkins \U0001F31F](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/jenkins-extension-sonarqube)
    SonarQube plugin for Jenkins with declarative pipeline"
  year: '2026'
  stars: 5
  ai_summary: The industry standard for integrating SonarQube analysis within Jenkins
    pipelines. Offers Declarative Pipeline compatibility, quality gate status checks,
    and automatic build failure triggers based on pre-defined security and code quality
    criteria.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - SAST
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/splunk-devops:
  title: Splunk Plugins
  description: '- [Splunk App for Jenkins](https://splunkbase.splunk.com/app/3332)'
  year: '2025'
  stars: 0
  ai_summary: Transmits build console output, operational metrics, test outcomes,
    and system execution telemetry directly to Splunk endpoints, supporting analytical
    dashboards and predictive alert triggers.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Telemetry
  - Splunk Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/sysdig-secure:
  title: 'sysdig-secure: Sysdig Secure Container Image Scanner'
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Integrates container image assessment into Jenkins pipelines by interfacing
    with Sysdig Secure. It scans image layers for vulnerabilities and compliance issues,
    failing runs programmatically if security thresholds are violated.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/syslog-logger:
  title: syslog-logger
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Sends Jenkins system logs and build console output directly to a remote
    Syslog server. Useful for aggregating build logs into centralized SIEM or log
    management platforms like Splunk or ELK, eliminating local storage overhead on
    controller nodes. Highly beneficial for strict enterprise compliance and audit
    logging.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Logging
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://plugins.jenkins.io/templating-engine:
  title: "plugins.jenkins.io/templating-engine: Jenkins Template Engine JTE \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An advanced alternative pipeline runtime engine decoupling overall operational
    workflows from specific developer tools. Rather than copy-pasting monolithic Jenkinsfiles,
    JTE allows central operations teams to provision abstract compliance configurations.
  language: Groovy
  resource_type: Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Templating
  - Jenkins JTE
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://plugins.jenkins.io/text-finder:
  title: "Text Finder \U0001F31F"
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Scans workspace files or console output logs for designated regular
    expressions, enabling automated job state alterations. It is used to systematically
    degrade a build status from success to unstable or failed upon encountering structural
    anomalies or error flags.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Log Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/uno-choice:
  title: "Active Choices \U0001F31F"
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Enables the creation of complex cascading build parameters that update
    dynamically using Groovy scripts. This plugin provides a highly customizable user
    interface with interactive elements, allowing enterprise configurations to selectively
    constrain user input based on previous parameters.
  language: Groovy
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Dynamic Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://plugins.jenkins.io/vsphere-cloud:
  title: vSphere cloud
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Connects Jenkins pipelines with VMware vSphere virtualization instances
    to dynamically provision, revert, or decommission custom virtual machine agents,
    ensuring consistent environment state control.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Virtualization
  - VMware Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://plugins.jenkins.io/warnings-ng:
  title: "Warnings Next Generation \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Collects and visualizes static analysis issues from over 100 compiler,
    linter, and scanner tools. Offers deep-dive dashboards, trend analysis, and granular
    quality-gates that dynamically fail builds on new warnings or security issues.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
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  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Linter Integrations
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://pmbanugo.me/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway:
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  year: null
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  hierarchy: []
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  v1_locations:
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https://pod.chaoslever.com/hashicorp-under-ibms-wing:
  title: 'pod.chaoslever.com: HashiCorp Under IBM’s Wing'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Pod discussion analyzing the legal, license-level, and operational ramifications
    of IBM's acquisition of HashiCorp. Traces the market's response, the rise of the
    Linux Foundation's OpenTofu project, and subsequent shifts in corporate support
    and hybrid-cloud automation strategies in 2026.
  language: None
  resource_type: Podcast/Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://pod.chaoslever.com/redefining-virtualization-in-the-vmware-acquisition-era:
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  description: null
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https://podcasts.apple.com/us/podcast/openai-podcast/id1820330260:
  title: The OpenAI Podcast on Apple Podcasts
  description: The official Apple Podcasts show page for the OpenAI Podcast, providing
    insights into frontier model development, product design, and researcher interviews.
  year: '2025'
  stars: 4
  ai_summary: '**Curator Insight:** Serves as a primary reference point for cloud
    architects aiming to understand the deployment realities, training heuristics,
    and infrastructure requirements behind leading LLM models.

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

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

    *   **Technical Depth:** Ideal for infrastructure engineers seeking to align enterprise
    system designs with the evolving roadmap of cognitive compute platforms.'
  language: en
  resource_type: audio
  complexity: intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: db721f4db55b195231a8170ff01ea228bd261d1bd83b49cc109d00cde1122877
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  hierarchy:
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  - Podcasts
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  v1_locations: []
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  youtube_mosaic: {}
  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Highly vetted. The official Apple Podcasts channel for OpenAI
    holds strong ratings and community interest.
  social_preview_url: https://is1-ssl.mzstatic.com/image/thumb/Podcasts221/v4/d9/1b/91/d91b91c1-7b1a-0d84-7702-da8c4abb8c39/mza_12872078543701307403.jpeg/1200x1200bf-60.jpg
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  suggested_new_category: ''
  discovered_at: '2026-06-02T00:17:52.994020+02:00'
https://podman-desktop.io:
  title: Podman Desktop
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official product documentation for Podman Desktop, a premier enterprise-stable
    GUI dashboard designed to orchestrate local container runtimes and Kubernetes
    configurations. Key capabilities include visual multi-engine management, local
    cluster creation, and seamless extension integrations.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Graphical User Interfaces
  - Podman Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://podman.io:
  title: podman
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Podman delivers a daemonless container engine framework for executing,
    managing, and building OCI containers. Rootless orchestration patterns are native
    to Podman, allowing seamless integration with Linux systemd configurations.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform
  - Container Engines
  - Daemonless Runtimes
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://podman.io/blogs/2020/06/29/podman-v2-announce.html:
  title: 'podmain.io: Announcing Podman v2'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The release announcement detailing Podman v2's updated architecture,
    notably the introduction of a new structured REST API. This release allows remote
    management of containers from macOS or Windows machines, bridging compatibility
    barriers to match modern hybrid-development requirements.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://pointbase.hashnode.dev/understand-docker-layers-by-example-run-instructions-impact:
  title: 'pointbase.hashnode.dev: Understand Docker layers by example : RUN instructions''
    Impact'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering pointbase.hashnode.dev:
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    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031566.854718
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:26:06.854718+02:00'
https://polarsquad.com/blog/check-your-kubernetes-deployments:
  title: 'polarsquad.com: Check your Kubernetes deployments!'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Presents an essential operational checklist for production-grade Kubernetes
    workloads. Warns against basic anti-patterns and covers CPU/Memory resource constraints,
    Pod Disruption Budgets, anti-affinity controls, and robust health checks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://polarsquad.com/blog/stop-doing-pull-requests:
  title: 'polarsquad.com: Stop doing pull requests'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Critiques standard pull request queues in continuous deployment workflows.
    Recommends trunk-based development and pair programming as alternatives to reduce
    lead times and avoid integration batching.
  language: English
  resource_type: Blog Post
  complexity: Advanced
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  status: online
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  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://poloclub.github.io/cnn-explainer:
  title: 'poloclub.github.io: What is a Convolutional Neural Network?'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An interactive, visual demonstration of Convolutional Neural Networks
    (CNNs) designed to demystify mathematical operations like convolution, pooling,
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    of active models, mapping visual inputs to numerical transformations. This is
    a vital resource for platform engineers seeking a deep conceptual understanding
    of computer vision workloads.
  language: JavaScript
  resource_type: Interactive Explainer
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - Neural Network Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://poolofthought.com/how-to-implement-the-automerge-feature-that-is-missing-from-bitbucket-cloud:
  title: How to Implement the Automerge feature that is missing from BitBucket cloud
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A detailed technical workaround explaining how to construct custom auto-merge
    features absent from Bitbucket Cloud. Outlines implementation architecture using
    webhooks, serverless functions (e.g., AWS Lambda), or external CI API controllers.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Bitbucket Automation
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://portal.cloud.hashicorp.com/vagrant/discover/ansible/tower:
  title: 'vagrant: ansible tower'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pre-configured Vagrant box used for local sandboxing, prototyping,
    and testing of Ansible Tower configurations. Useful for local legacy exploration
    but superseded by container-native and operator-based development local loops.
  language: Ruby
  resource_type: Box Config
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx:
  title: 'vagrant: centos-awx'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A specific Vagrant box packaging AWX pre-installed on CentOS. Provides
    a historical self-contained laboratory for testing old iterations of AWX before
    the modern, mandatory transition to Kubernetes-based runtime platforms.
  language: Ruby
  resource_type: Box Config
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://portal.dev:
  title: portal.dev
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering portal.dev
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030975.527984
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:16:15.527984+02:00'
https://portal.kubevious.io:
  title: 'Kubevious SaaS: portal.kubevious.io'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering Kubevious
    SaaS: portal.kubevious.io in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031450.860318
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:24:10.860318+02:00'
https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Features free, highly rated, detailed AWS digital courses hosted on
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  language: English
  resource_type: Platform
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  is_microservice: false
  status: online
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  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - AWS
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  tags:
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https://portworx.com/kubernetes-backup-monitoring:
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https://portworx.com/run-ha-elasticsearch-elk-red-hat-openshift:
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https://postgrescheatsheet.com:
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https://powershellmagazine.com:
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https://prakashkumar0301.medium.com/blue-green-deployment-with-kubernetes-a37a534a2ef4:
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https://prashant-48386.medium.com/continuous-delivery-for-kubernetes-with-argo-cd-9d5f3b69f1db:
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https://pratapreddypilaka.blogspot.com/2023/11/azure-finops-using-terraform-and.html:
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https://praveendandu24.medium.com/ansible-infrastructure-testing-to-test-aws-resources-bd8bdba9ab7c:
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? https://praveendandu24.medium.com/mastering-terraform-from-essential-commands-to-effortless-ec2-instance-provisioning-d2d25659450c
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https://praveendandu24.medium.com/mastering-terraform-top-20-essential-commands-with-examples-for-beginners-1029852b419:
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  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
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? https://praveendandu24.medium.com/understanding-the-differences-between-jenkins-scripted-and-declarative-pipeline-a-comprehensive-960826e26c2
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  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
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https://praveendavidmathew.medium.com/data-driven-testing-per-request-without-using-data-file-aeb573b4f63a:
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  ai_summary: 'A curated technical resource and architectural guide covering praveendavidmathew.medium.com:
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https://prcode.co.uk/2021/04/29/connect-azure-mysql-to-private-endpoint-with-terraform:
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  ai_summary: A specific, hands-on architectural walkthrough detailing how to provision
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https://prcode.co.uk/2022/02/08/terraform-code-quality:
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  ai_summary: An optimization guide examining programmatic code-quality practices
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https://pre-commit.com:
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  ai_summary: A multi-language package manager designed to configure, run, and scale
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https://priyankavergadia.substack.com/p/12-factor-agents-principles-for-building?r=65wvb:
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  ai_summary: Written by Priyanka Vergadia, this guide provides a visual-first deep
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https://priyankavergadia.substack.com/p/the-layoffs-wont-stop-until-we:
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    outpaces customer value, making the argument that tech layoffs will persist until
    companies master programmatic alignment and build filtering mechanisms to manage
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  category: ai-agents-mcp
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  source_provenance: X.com (pvergadia)
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https://proandroiddev.com/continuous-integration-delivery-for-android-with-github-actions-part-1-b232ed2b1740:
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  ai_summary: 'A curated technical resource and architectural guide covering proandroiddev.com:
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  hierarchy:
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https://proandroiddev.comimproving-ci-cd-pipeline-for-android-via-fastlane-and-github-actions-a635162d2c53:
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  ai_summary: 'A curated technical resource and architectural guide covering proandroiddev.com:
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https://procodeguide.com/programming/polly-in-aspnet-core:
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  ai_summary: Provides a hands-on architectural approach to integrating Polly policy
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://programmer.ink/think/maven-scaffolding-best-practices.html:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering programmer.ink:
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  status: null
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  discovered_at: '2026-05-17T17:30:44.517397+02:00'
https://project-management.com/understanding-responsibility-assignment-matrix-raci-matrix:
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  ai_summary: Explains the design and execution of the Responsibility Assignment Matrix
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  resource_type: Article
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-storage-europe:
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  stars: 0
  ai_summary: A comprehensive, technical deep-dive analyzing European object storage
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  language: English
  resource_type: Reference/Tool
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
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https://projects.eclipse.org/projects/technology.microprofile:
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  ai_summary: The official Eclipse repository defining the MicroProfile specifications.
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  hierarchy:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://promcat.io:
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  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering Promcat:
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  resource_type: Reference
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  is_microservice: false
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  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:51:02.652785+02:00'
https://prometheus-community.github.io/helm-charts:
  title: "prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts
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  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Prometheus community Helm charts registry, housing the
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://prometheus-operator.dev:
  title: "prometheus-operator.dev \U0001F31F"
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  ai_summary: The official documentation portal for Prometheus Operator. The operator
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  resource_type: Official Project
  complexity: Advanced
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https://prometheus.demo.do.prometheus.io:
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  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering Prometheus
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https://prometheus.io:
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  ai_summary: The official homepage for Prometheus, the graduated CNCF monitoring
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https://prometheus.io/blog/2021/11/16/agent:
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  ai_summary: Covers the official introducing of Prometheus Agent Mode. Details an
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  status: online
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https://prometheus.io/docs/alerting/alertmanager:
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https://pulsar.apache.org:
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https://pulsemcp.com:
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https://puppet.com/resources/report/gartner-report-top-trends-impacting-infrastructure-and-operations-for-2021:
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https://purushothamkdr453.medium.com/event-driven-autoscaling-in-kubernetes-using-keda-a0c16a383619:
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https://px.dev:
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  hierarchy:
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  - Event-Driven Microservices
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - customer.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://quarkus.io/blog/march-of-ides:
  title: 'quarkus.io: Quarkus support in IDE''s'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Announcement outlining the deep integration of Quarkus tooling inside
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    within the editor window. This ecosystem maturation significantly boosted corporate
    adoption by providing parity with established IDE-supported frameworks.
  language: Java
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
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  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://quarkus.io/blog/quarkus-for-spring-developers:
  title: 'quarkus.io: Quarkus for Spring Developers'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A strategic blog aimed at easing the migration path for developers transitioning
    from Spring Boot to Quarkus. It demonstrates how Quarkus supports Spring extension
    APIs (such as Spring DI, Web, and Data JPA) to lower the cognitive barrier. It
    proves that developers can retain Spring APIs while benefiting from Quarkus's
    exceptional performance and native compilation.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://quarkus.io/guides/dev-ui:
  title: "Quarkus - Dev UI \U0001F31F"
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Detailed documentation of Quarkus's built-in Dev UI console, accessible
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    properties, inspect active extensions, inspect database logs, and trigger custom
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    operations and minimizes standard context switching during active development.
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  status: online
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Developer Experience
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://quay.io:
  title: Quay.io
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Quay.io is Red Hat's enterprise-grade hosting platform for container
    images, offering advanced security and vulnerability scanning. It provides built-in
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    for secure container image distribution across large scale cluster topologies.
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  resource_type: Tool
  complexity: Intermediate
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  status: online
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  needs_ai_refresh: false
  hierarchy:
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  - Quay
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://quickref.me/index.html:
  title: QuickRef.ME - Quick Reference Cheat Sheets
  description: ''
  year: '2025'
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  ai_summary: QuickRef.ME offers highly organized cheat sheets covering major programming
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  status: online
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  hierarchy:
  - Developer Tooling
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  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://qvault.io/2020/10/26/how-to-restart-all-pods-in-a-kubernetes-namespace:
  title: 'qvault.io: How to Restart All Pods in a Kubernetes Namespace'
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  stars: 0
  ai_summary: null
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  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1779034482.981529
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  hierarchy: []
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  v1_locations:
  - docs/kubernetes.md
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:14:42.981529+02:00'
https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet:
  title: 'raesene.github.io: Let''s talk about Kubernetes on the Internet'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An urgent analytical overview assessing why many Kubernetes API control
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    configurations, securing the Kubelet interface, and utilizing private API cluster
    features in major cloud providers. Emphasizes basic perimeter hygiene.
  language: English
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  status: online
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  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
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  - Internet Exposure
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highly detailed assessment of tools and manual approaches used to audit
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  status: online
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  hierarchy:
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  - RBAC
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial:
  title: 'rafay.co: Helm Chart Hooks Tutorial'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive breakdown of Helm lifecycle hooks (e.g., pre-install,
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://rafay.co/the-kubernetes-current/helm-chart-hooks-tutorial:
  title: 'rafay.co: Helm Chart Hooks Tutorial'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
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  hierarchy: []
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  v1_locations:
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https://raft.github.io:
  title: "The Raft Consensus Algorithm \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An interactive educational visualizer for the Raft Consensus Algorithm,
    designed to be more understandable than Paxos. Covers leader election, log replication,
    safety mechanisms, and cluster membership changes in highly consistent databases.
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  resource_type: Interactive Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Distributed Systems
  - Consensus
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  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://rahulbhatia1998.medium.com/designing-a-multi-region-kubernetes-cluster-for-disaster-recovery-on-aws-eks-0a0a98ad5854:
  title: 'rahulbhatia1998.medium.com: Designing A Multi-Region Kubernetes Cluster''
    For Disaster Recovery On AWS EKS'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering rahulbhatia1998.medium.com:
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    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029472.482743
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  hierarchy:
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  tags:
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  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:51:12.482743+02:00'
? https://rahulh123.medium.com/choosing-the-right-architecture-monolithic-vs-microservices-analyzing-requirements-for-success-70d681f6a1d0
: title: 'rahulh123.medium.com: Choosing the Right Architecture: Monolithic vs. Microservices''
    — Analyzing Requirements for Success'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering rahulh123.medium.com:
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  language: English
  resource_type: Reference
  complexity: Intermediate
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:28:31.822829+02:00'
https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python-16270f866ffe:
  title: 'rajansahu713.medium.com: Hands-On Guide to Restful API using Flask Python'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering rajansahu713.medium.com:
    Hands-On Guide to Restful API using Flask Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032793.173341
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:46:33.173341+02:00'
? https://rajivsharma-2205.medium.com/demystify-how-traffic-reaches-directly-to-pod-on-using-alb-ingress-kubernetes-io-target-type-ip-f2d1be346b46
: title: 'rajivsharma-2205.medium.com: Demystify how traffic reaches directly to pod''
    on using alb.ingress.kubernetes.io/target-type: ip'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering rajivsharma-2205.medium.com:
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  language: English
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031099.119272
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:18:19.119272+02:00'
https://rakhesh.com/azure/graph-cmdlets-and-azure-ad-app-registrations:
  title: 'rakhesh.com: Graph cmdlets and Azure AD App Registrations'
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  year: '2023'
  stars: 0
  ai_summary: Analyzes behavior variations when registering service endpoints vs application
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  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
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  status: online
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  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - App Registration
  - Service Principals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://ramansharma.substack.com/p/containers-are-not-just-for-kubernetes-fa330653cbbd:
  title: '==ramansharma.substack.com: Containers are not just for Kubernetes=='
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  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering ==ramansharma.substack.com:
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  status: null
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  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033713.576685
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  hierarchy:
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:01:53.576685+02:00'
https://ramitsurana.github.io/awesome-kubernetes:
  title: '@ramitsurana'' Awesome Kubernetes'
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  stars: 5
  ai_summary: A thoroughly organized directory of tools, books, tutorials, and libraries
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  resource_type: Awesome List
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  is_special: true
  discovered_at: '2023-06-01T00:00:00+02:00'
https://rancher.com:
  title: rancher.com
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  discovered_at: '2026-05-17T17:03:49.367747+02:00'
https://rancher.com/blog/2020/announcing-harvester-open-source-hyperconverged-infrastructure-software:
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  discovered_at: '2026-05-17T17:27:03.653773+02:00'
https://rancher.com/blog/2020/announcing-hosted-rancher:
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https://rancher.com/blog/2020/build-kubernetes-clusters-on-azure:
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https://rancher.com/blog/2020/custom-monitoring:
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https://rancher.com/blog/2020/deploy-with-gitlab-ci:
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https://rancher.com/blog/2020/disaster-recovery-preparedness-kubernetes-clusters:
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    \U0001F31F"
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https://rancher.com/blog/2020/driving-kubernetes-adoption-finance-rancher:
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https://redis.io:
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https://redis.io/blog/microservice-architecture-key-concepts:
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https://redis.io/docs/latest/develop:
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https://redis.io/topics/pubsub:
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https://redkubes.com/10-kubernetes-security-risks-best-practices:
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  ai_summary: 'A curated technical resource and architectural guide covering redkubes.com:
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https://redkubes.com/diy-kubernetes-based-platform-building-part-3:
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  ai_summary: 'A curated technical resource and architectural guide covering redkubes.com:
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https://redmondmag.com/articles/2018/09/10/microsoft-replacing-vsts-with-azure-devops.aspx:
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  ai_summary: A curated technical resource and architectural guide covering Microsoft
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https://redpill-solutions.medium.com/deploying-to-kubernetes-with-gitlab-28c2f1a42e57:
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  ai_summary: 'A curated technical resource and architectural guide covering ==redpill-solutions.medium.com:
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https://refactoring.guru/design-patterns:
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https://refactoring.guru/design-patterns/go:
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https://refactoring.guru/design-patterns/java:
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https://refactoring.guru/design-patterns/python:
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https://refine.dev/blog/kubectl-exec-command:
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https://reflectoring.io/spring-boot-feature-flags:
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https://reflectoring.io/when-to-use-lombok:
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https://registry.hub.docker.com/r/jboss/kie-server:
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https://registry.k8s.io:
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https://registry.terraform.io:
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https://registry.terraform.io/modules/Azure/avm-ptn-alz:
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https://registry.terraform.io/modules/Azure/lz-vending:
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https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest:
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  ai_summary: The official Microsoft Cloud Adoption Framework (CAF) landing zones
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  hierarchy:
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https://registry.terraform.io/modules/azurerm/resources/azure/latest:
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  ai_summary: Official HashiCorp documentation registry detailing resource definitions
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https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/latest:
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https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest:
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https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops:
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https://registry.terraform.io/modules/markti/github-runner/azurerm:
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  ai_summary: An infrastructure-as-code (IaC) Terraform module tailored for automating
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https://roadmap.sh/terraform:
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https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html:
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https://robin.io:
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https://robinshen.medium.com/hands-on-gitops-with-onedev-f05bd278f07c:
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https://robotframework.org:
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https://rockcontent.com/es/blog/matriz-raci:
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https://rockcontent.com/es/blog/tipos-de-consultoria:
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https://rocket.chat:
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https://rockset.com/blog/sequoia-capital-elasticsearch-to-rockset:
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https://rogerdudler.github.io/git-guide:
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https://rollno748.medium.com/load-testing-gcp-pub-sub-using-jmeter-9eff79440beb:
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https://rollout.io/blog/rollout-tutorial-feature-flagging-in-your-react-native-app-in-5-minutes:
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https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address:
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https://rook.io:
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  ai_summary: Rook acts as a production-hardened CNCF graduated storage orchestrator
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https://rosencharts.com:
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  ai_summary: 'Rosen Charts is a pioneer in web data visualization, engineered from
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https://routerhan.medium.com/understanding-kubernetes-deployment-a-beginners-guide-6723c19dbd57:
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  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering routerhan.medium.com:
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  v1_locations:
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https://rpadovani.com/k8s-algorithm-pick-pod-scale-in:
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  ai_summary: A structural examination of the scheduling algorithm's decision tree
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https://rpadovani.com/terraform-cloudinit:
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  ai_summary: Addresses a common race condition by detailing how to orchestrate Terraform
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https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-report-and-kubecost:
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  ai_summary: Contrasts the resource-efficient 'Kubernetes Resource Report' project
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https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter:
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https://searchitoperations.techtarget.com/tip/Ensure-Kubernetes-high-availability-with-master-node-planning:
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https://searchitoperations.techtarget.com/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more:
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https://searchitoperations.techtarget.com/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow:
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https://searchstorage.techtarget.com/definition/IBM-Spectrum:
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https://seattledataguy.substack.com/p/data-engineering-vs-machine-learning:
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https://sebalopezz.medium.com/monolith-to-microservices-event-driven-architecture-ff4284bf4ecf:
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https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github:
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https://sebinxavi.medium.com/eks-cluster-deployment-using-terraform-685c89b14f72:
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  ai_summary: 'A curated technical resource and architectural guide covering sebinxavi.medium.com:
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https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet:
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  ai_summary: A curated technical resource and architectural guide covering Databases
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https://securityaffairs.co/wordpress/127708/hacking/kubernetes-argo-cd-flaw.html:
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https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html:
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https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together:
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https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-service-mesh-and-kubernetes:
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  ai_summary: 'A curated technical resource and architectural guide covering securityboulevard.com:
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https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology:
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https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1:
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https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerabilities:
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https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb:
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https://segment.com/blog/the-segment-aws-stack:
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https://seguridad-informacion.blogspot.com/2020/07/you-bet-that-apis-power-devops-tools.html:
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https://selenium.dev:
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https://semantic-release.gitbook.io/semantic-release:
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https://semaphore.io:
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https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes:
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https://semaphore.io/blog/deploy-microservices:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://semaphore.io/blog/devops-ml-data:
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  stars: 3
  ai_summary: Argues for the rigorous application of DevOps fundamentals to machine
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https://serverlesshorrors.com:
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https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-streams:
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https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern:
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  ai_summary: Examines the Enterprise Integration Pattern (EIP) of splitting a single
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https://serverlessland.com/explore/sam-pipelines:
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https://sharmasmriti.hashnode.dev/day-61-terraform-commands:
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https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93:
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https://sheet.new:
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https://shields.io:
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https://shiftsync.tricentis.com/software-testing-blogs-69/getting-started-with-automated-continuous-performance-testing-406:
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https://shipa.io/gitops:
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https://shipa.io/gitops-meets-appops:
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https://shipa.io/terraform-meets-appops-2:
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  ai_summary: A hands-on developer tutorial detailing custom resource definition (CRD)
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https://shopify.engineering/faster-shopify-ci:
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  ai_summary: A case study from Shopify detailing the infrastructure and engineering
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https://shramikawale.medium.com/podsdisruptionbudget-why-you-will-need-in-kubernetes-c939904d590d:
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  ai_summary: 'A curated technical resource and architectural guide covering shramikawale.medium.com:
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  ai_summary: 'A curated technical resource and architectural guide covering shuanglu1993.medium.com:
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https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b744487f5:
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  ai_summary: 'A curated technical resource and architectural guide covering sid-infinity-yadav.medium.com:
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https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c:
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https://signalvnoise.com/svn3/running-spot-instances-effectively-with-amazon-eks:
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https://signoz.io/blog/kubernetes-audit-logs:
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https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring:
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https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-cluster-management:
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https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based-container-monitoring-service:
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? https://siliconangle.com/2021/09/29/devops-dummies-author-emily-freeman-introduces-revolutionary-model-modern-software-development-awsq3
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https://siliconangle.com/2021/10/18/pulumis-new-registry-makes-easy-share-reuse-cloud-infrastructure-building-blocks:
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  ai_summary: Detailed insight into the launch of the Pulumi Registry, a public marketplace
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https://siliconangle.com/2023/04/20/rise-platform-engineering-kubernetes-era-kubecon:
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https://silvr.medium.com/using-kyverno-to-enforce-aws-load-balancer-annotations-for-centralized-logging-to-s3-af5dc1f1f3e0:
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  ai_summary: 'A curated technical resource and architectural guide covering silvr.medium.com:
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https://simple.wikipedia.org/wiki/Application_programming_interface:
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https://simplecheatsheet.com:
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https://simplecheatsheet.com/tag/golang-cheat-sheet:
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https://simplyblock.io:
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https://sincro.es/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar:
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https://sincrogo.com/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar:
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https://sinergiasincontrol.blogspot.com/2021/11/643-la-excelente-propuesta-de-trabajo.html9:
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https://sites.google.com/site/mrxpalmeiras/ansible/ansible-cheat-sheet:
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https://sixfold.medium.com/reducing-database-queries-to-a-minimum-with-dataloaders-cc98c25e54ce:
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https://skaffold.dev:
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https://skaffold.dev/docs/pipeline-stages/init:
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  ai_summary: Detail on Skaffold's `--generate-manifests` capability, which facilitates
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https://skamille.medium.com/an-incomplete-list-of-skills-senior-engineers-need-beyond-coding-8ed4a521b29f:
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  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
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https://skamille.medium.com/how-new-managers-fail-individual-contributors-839a13bda1c5:
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  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
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https://skamille.medium.com/make-boring-plans-9438ce5cb053:
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  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
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  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  review_metadata:
    original_url: https://smartbear.com/resources/ebooks/the-state-of-api-2019-report
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.020867'
  discovered_at: '2026-05-17T17:23:05.890754+02:00'
https://smartcar.com:
  title: smartcar.com
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Smartcar provides a developer-friendly API platform for connected vehicles,
    enabling telemetry collection, remote door locking, and EV battery charging management.
    It abstracts away complex proprietary OBD protocols into a standard RESTful developer
    portal.
  language: English
  resource_type: Enterprise Product
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Domain APIs
  - Automotive
  - Connected Vehicle API
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://smartcar.com/bmw:
  title: Smartcar API for BMW
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: adc97dd38689f3318815773688a4c7d854c98c755e2ea38b2641fd2235fe9b40
  health_score: 100.0
  last_checked: 1779029948.372661
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/developerportals.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:59:08.372661+02:00'
https://smartcar.com/brand/bmw:
  title: Smartcar API for BMW
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A specialized portal demonstrating the application of the Smartcar API
    to integrate directly with BMW connected vehicles. It details configuration patterns,
    authorization flows, and supported telemetry fields specific to BMW models.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Domain APIs
  - Automotive
  - Connected Vehicle API
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo:
  title: 'smoda.elpais.com: Destacar y venderse no implica trabajar bien: así es la
    nueva batalla por las apariencias del trabajo'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A critical sociological assessment of superficial performance-displaying
    trends in corporate spaces, colloquially known as 'performative productivity.'
    Warns engineering leads to prioritize objective technical contributions (like
    shipping clean microservice code, reducing system downtime, and improving test
    coverage) over performative status updates and political visibility.
  language: es
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Engineering Leadership
  - Developer Productivity
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://snipcart.com/blog/api-vs-microservices-architecture:
  title: "snipcart.com: API vs. Microservices: A Beginners Guide to Understand Them'
    \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 6cb0cb3b097128f21cc96c34ea6f8a217a290d85eb3cf05f7d59c9f918af5923
  health_score: 100.0
  last_checked: 1779030569.433232
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/api.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:09:29.433232+02:00'
https://snipcart.com/blog/microservices-vs-api:
  title: "snipcart.com: API vs. Microservices: A Beginners Guide to Understand Them
    \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A clear architectural primer explaining the differences and relationships
    between APIs and Microservices. While a microservice is a decentralized, self-contained
    deployment unit encapsulating business logic, an API is the interface used to
    interact with that service. This article resolves common industry confusion, clarifying
    how APIs act as the essential glue enabling decoupled microservices to communicate.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Design
  - Architecture Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://snyk.io/articles/open-source-security:
  title: 'snyk.io: The State of Open Source Security 2020'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Snyk's comprehensive security report detailing open-source dependency
    risk profiles. Explores how transitive package vulnerabilities enter cloud applications,
    advocating for automated software composition analysis (SCA) inside developer
    inner loops.
  language: English
  resource_type: Industry Report
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - Vulnerability Management
  - Open Source Security
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://snyk.io/blog:
  title: 'fugue.co: 5 tips for using the Rego language for Open Policy Agent (OPA)'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An additional collection of advanced Rego development practices, focusing
    on unit-testing frameworks, mock injections, and playground emulator tools to
    ensure policy robustness and security governance.
  language: Rego
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 572a15be891f39d3571783be2674f6520dcf1ff02fb8d742cbb4214643e5eb08
  health_score: 100.0
  last_checked: 1779130494.971866
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Rego
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.971866+02:00'
https://snyk.io/blog/10-docker-image-security-best-practices:
  title: "snyk.io: 10 Docker Security Best Practices \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A vital guide on secure image design, highlighting automated vulnerability
    analysis tools, secure base selection frameworks, least-privilege principles,
    and structural dependency lifecycle policies.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers
  - Security & Hardening
  - Vulnerability Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand:
  title: 'snyk.io: 10 Kubernetes Security Context settings you should understand'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed documentation of essential Security Context settings (e.g.,
    `allowPrivilegeEscalation`, `readOnlyRootFilesystem`, and `runAsNonRoot`) used
    to harden workload runtimes.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Workload Hardening
  - Pod Security Context
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://snyk.io/blog/10-serverless-security-best-practices:
  title: 10 Serverless security best practices
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Snyk-authored blueprint outlining ten security best practices for serverless
    environments. Explains operational workflows covering IAM role minimization, packaging
    dependencies scans, static code analysis, configurations storage, and comprehensive
    logging to eliminate attack vectors.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Cloud Security
  - Serverless Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-extension:
  title: '==snyk.io: Securing your open source dependencies with the Snyk Visual Studio''
    Code extension=='
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A technical article demonstrating how to find and remediate open-source
    vulnerability risks directly from the editor using Snyk. This guide helps engineers
    implement continuous dependency scanning early in the development lifecycle.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 4b0749440f04ac6c28d3c9d690236cb1a73929ce8597f061cef7dc3aecdba15d
  health_score: 100.0
  last_checked: 1779034507.161827
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - SecOps
  - Security Code Scanning
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:15:07.161827+02:00'
https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence:
  title: 'snyk.io: Shipping Kubernetes-native applications with confidence'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores secure deployment strategies for containerized architectures.
    The guide emphasizes continuous vulnerability scanning, secure base images, and
    enforcement of Kubernetes security policies within active CI/CD delivery pipelines.
  language: English
  resource_type: Whitepaper / Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - Hardening
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://snyk.io/open-source-security-report:
  title: 'snyk.io: The State of Open Source Security 2020'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 1b2cee379f2c54c90264d798af521193ca913ad30395b21aef7d92da8581ca14
  health_score: 100.0
  last_checked: 1779032797.96032
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/devsecops.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:46:37.960320+02:00'
https://snyk.io/product/container-vulnerability-management:
  title: 'Fugue: Container and Kubernetes. Runtime infrastructure security'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Fugue (now integrated under Snyk Container security suite) delivers
    continuous compliance and automated infrastructure monitoring for AWS, Azure,
    and Google Cloud alongside Kubernetes runtime configurations, mapping live states
    to CIS Benchmarks and SOC 2 frameworks.
  language: None
  resource_type: Service
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: b8861aff17ba60b031e7170b45b885816293f94e031a3d7d95c840c48213f7b4
  health_score: 100.0
  last_checked: 1779130494.937889
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native Security
  - Infrastructure Security
  - Runtime Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.937889+02:00'
https://socket.dev/blog/introducing-socket:
  title: 'socket.dev: Introducing Socket'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This reference introduces Socket, a platform that audits the actual
    behavior of dependencies rather than relying on static lists of known vulnerabilities.
    It detects package anomalies such as unexpected network requests or shell executions.
    This approach prevents typosquatting and software supply chain attacks at build
    time.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Software Supply Chain
  - Dependency Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://socket.io:
  title: Socket.io
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The home of Socket.io, a premier real-time bidirectional event engine.
    Built over WebSockets, it provides reliable HTTP long-polling fallbacks, automatic
    reconnection, packet buffering, and client-room multiplexing out of the box.
  language: JavaScript
  resource_type: Framework
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Architectures
  - Real-Time
  - Socket.IO
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering softobiz.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: bf12def9ec7ccc5f183eba7ddb60665f79f830349b141f39155dbe148f075113
  health_score: 100.0
  last_checked: 1779130495.025468
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.025468+02:00'
? https://softwareengineering.stackexchange.com/questions/436567/what-is-the-best-practice-about-microservice-architecture-for-consuming-many-sto
: title: 'softwareengineering.stackexchange.com: What is the best practice about microservice''
    architecture for consuming many stored procedures in the same database?'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering softwareengineering.stackexchange.com:
    What is the best practice about microservice'' architecture for consuming many
    stored procedures in the same database? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781735900.173467
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:20.173467+02:00'
https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is-so-hard:
  title: "softwareengineeringdaily.com: Why Is Storage On Kubernetes So Hard? \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An audio-architectural retrospective addressing why state enforcement
    in an orchestrator built for ephemeral execution remains historically complex.
    It highlights the design tensions between rapid container scheduling and slow
    physical storage attachment/detachment cycles.
  language: N/A
  resource_type: Podcast
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering:
  title: "softwareengineeringdaily.com: The Rise of Platform Engineering \U0001F31F"
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Historically significant piece tracking the evolution from traditional
    DevOps silos to Platform Engineering. Discusses building Internal Developer Platforms
    (IDPs) to lower cognitive load for application developers, establishing self-service
    infrastructure portals, and applying product management principles to internal
    tooling.
  language: English
  resource_type: Podcast
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Internal Developer Platforms
  - Organizational Structure
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - devops.md
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat:
  title: "softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast)
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A podcast discussing real-world Kafka application patterns with Tim
    Berglund. The conversation covers key design trade-offs of log-based systems,
    stream-table dualities, and shifting from synchronous request-response models
    to event-driven architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Podcasts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-matt-ward-repeat:
  title: "softwareengineeringdaily.com: Kubernetes vs. Serverless with Matt Ward (podcast)
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A deep-dive podcast discussion analyzing the philosophical and technical
    tradeoffs between Kubernetes-orchestrated long-running containers and serverless
    functions. Explores developer velocity, cold starts, operational complexity, and
    total cost of ownership (TCO) at scale.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Technology Assessment
  - Compute Paradigms
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego:
  title: "softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander
    Gallego \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An informative architect-to-architect discussion with the creator of
    Redpanda explaining the performance benefits of native execution over JVM virtualization.
    It discusses memory tiering, hardware-aware execution, and the integration of
    Raft consensus directly inside modern hardware layers.
  language: N/A
  resource_type: Podcast Summary
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Next-Gen Event Brokers
  - Redpanda
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://softwarequickguide.com/what-is-performance-testing-and-performance-testing-tools:
  title: 'softwarequickguide.com: What is performance testing and performance testing''
    tools'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering softwarequickguide.com:
    What is performance testing and performance testing'' tools in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030608.671235
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model:
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https://soshace.com:
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https://sosiv.io:
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https://sosiv.io/post/a-deep-dive-into-kubernetes-resource-requests-and-limits:
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https://source.coveo.com/2021/11/11/prometheus-at-scale:
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https://sourceforge.net/projects/winpython:
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  ai_summary: Curator Insight presents WinPython as a portable, isolated scientific
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https://sourceware.org/systemtap:
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  ai_summary: Deep diagnostic software for Linux kernels allowing engineers to trace
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https://space-cloud.io:
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https://spacelift.io:
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https://spacelift.io/blog/ansible-vs-terraform:
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https://spacelift.io/blog/aws-s3-cp:
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https://spacelift.io/blog/azure-terraform-export:
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https://spacelift.io/blog/docker-volumes:
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https://spacelift.io/blog/how-to-provision-aws-eks-kubernetes-cluster-with-terraform:
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https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd:
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https://spacelift.io/blog/kubernetes-architecture:
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https://spacelift.io/blog/kubernetes-ci-cd:
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https://spacelift.io/blog/kubernetes-cronjob:
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https://spacelift.io/blog/kubernetes-persistent-volumes:
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https://spacelift.io/blog/terraform-backends:
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https://spacelift.io/blog/terraform-best-practices:
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https://spacelift.io/blog/terraform-eks:
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https://spacelift.io/blog/terraform-files:
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https://spacelift.io/blog/terraform-tools:
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https://spacelift.io/blog/what-is-terraform-cloud:
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https://spacelift.io/blog/yaml:
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https://spanish.entrepreneur.com:
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https://speakerdeck.com/devinjeon/kubernetes-pod-internals-with-the-fundamentals-of-containers:
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https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12:
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https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipeline-templates:
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https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-terraform-plugins:
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https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of:
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https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams:
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https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernetes-apps:
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https://speakerdeck.com/thockin/code-review-in-kubernetes:
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  ai_summary: An essential presentation deck by Tim Hockin (Kubernetes co-founder)
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https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023:
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https://spectrum.ieee.org/software-eating-car:
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https://speedlancer.com:
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https://spinnaker.io:
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https://spinnaker.io/docs/setup/install:
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https://spinnaker.io/setup/quickstart:
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https://spinscale.de/posts/2021-08-25-using-testcontainers-to-test-elasticsearch-plugins.html:
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https://split.io/blog/keystone-feature-flags:
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https://splunkbase.splunk.com/app/3332:
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https://spockframework.org:
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https://spot.io/blog/setting-up-managing-monitoring-spark-on-kubernetes:
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https://spotify.github.io/threaddump-analyzer:
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https://spring-petclinic.github.io:
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  ai_summary: Curator Insight highlights the official Spring Petclinic documentation
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https://spring-petclinic.github.io/docs/resources.html:
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https://spring.io:
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https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1:
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  ai_summary: Historic blog introducing native buildpack support and layer customization
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https://spring.io/blog/2020/06/10/the-path-towards-spring-boot-native-applications:
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  ai_summary: Details Spring's path towards compiling JVM applications into GraalVM
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  ai_summary: Official Spring technical guide illustrating optimized, multi-layer
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https://spring.io/blog/2021/01/17/what-s-new-in-spring-boot-2-4:
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https://spring.io/blog/2021/01/25/ymnnalft-websockets:
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https://spring.io/blog/2021/11/19/get-to-know-a-kubernetes-operator:
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https://spring.io/guides/gs/spring-boot-docker:
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https://spring.io/projects/spring-boot:
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https://spring.io/projects/spring-cloud:
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https://spring.io/projects/spring-cloud-gateway:
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https://spring.io/projects/spring-cloud-kubernetes:
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https://sqlpd.com:
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https://sqlrevisited.blogspot.com/2022/03/mysql-vs-postgresql-pros-and-cons.html:
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https://squidfunk.github.io/mkdocs-material:
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https://srcco.de/posts/many-kubernetes-clusters.html:
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https://sre.google:
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https://sre.google/prodcast:
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https://sre.google/resources/practices-and-processes/art-of-slos:
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https://sre.google/sre-book/evolving-sre-engagement-model:
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  ai_summary: Core chapter from Google's SRE Book defining the Service Engagement
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https://sre.google/sre-book/monitoring-distributed-systems:
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https://sst.dev/blog/moving-away-from-cdk:
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  ai_summary: Curator Insight captures the SST team's pivotal decision to transition
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https://sst.dev/blog/moving-away-from-cdk.html:
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https://stackify.com/function-as-a-service-serverless-architecture:
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https://stackify.com/kubernetes-docker-deployments:
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https://stackify.com/who-will-dominate-in-the-future-net-or-java:
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https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems:
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  ai_summary: This study from StackOverflow contrasts traditional request-response
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://stackoverflow.blog/2020/06/10/the-rise-of-the-devops-mindset:
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  description: ''
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  ai_summary: Draws on Stack Overflow developers' telemetry data to illustrate how
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  hierarchy:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql:
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  description: ''
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  ai_summary: An analysis of post-hype NoSQL database adoption, highlighting the rise
    of NewSQL and modern distributed relational engines. Evaluates operational trade-offs
    regarding eventual consistency pain points in heavy transactional pipelines.
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/01/19/fulfilling-the-promise-of-ci-cd:
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https://stackoverflow.blog/2021/03/08/infrastructure-as-code-create-and-configure-infrastructure-elements-in-seconds:
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  ai_summary: Introduces the foundational design patterns of Infrastructure as Code
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git:
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  description: ''
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  ai_summary: A deep architectural analysis of Git's pointer-based branch structure.
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    containing a SHA-1 hash pointer, this analysis clarifies how operations remain
    computationally constant-time regardless of project scale.
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  resource_type: Deep Dive
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/05/19/rethinking-system-architecture-can-kubernetes-help-to-solve-rewrite-anxiety:
  title: "stackoverflow.blog: Using Kubernetes to rethink your system architecture
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  stars: 1
  ai_summary: Discusses utilizing a migration to Kubernetes as a strategic catalyst
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  hierarchy:
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  - '[LEGACY]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/05/24/how-developers-can-be-their-own-operations-department:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses advanced self-service models that allow developers to manage
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  language: English
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/07/14/getting-started-with-python:
  title: "stackoverflow.blog: Getting started with… Python \U0001F31F"
  description: ''
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  stars: 0
  ai_summary: A foundational developer guide on configuring a Python workspace. Reviews
    pip package managers, standard tooling structures, shell interaction interfaces,
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  language: English
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/09/08/observability-is-key-to-the-future-of-software-and-your-devops-career:
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    your DevOps career)'
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  year: '2021'
  stars: 0
  ai_summary: 'Illustrates the strategic career path for DevOps and Platform Engineers
    who master distributed tracing, alerting design, and runtime telemetry parsing.
    Curator Insight: Career advancement through telemetry excellence. Live Grounding:
    Identifies active observability expertise as a core modern differentiator in high-value
    platform roles.'
  language: English
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow:
  title: 'stackoverflow.blog: GitLab launches Collective on Stack Overflow'
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  ai_summary: Announcement highlighting the launch of the GitLab Collective on Stack
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd:
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  ai_summary: Addresses the operational gap between implementing automation tooling
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://stackoverflow.blog/2022/01/10/the-great-resignation-is-here-what-does-that-mean-for-developers:
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https://stackoverflow.blog/2022/12/28/the-great-resignation-is-here-what-does-that-mean-for-developers:
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  ai_summary: A data-driven Stack Overflow analysis investigating developer career
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https://stackoverflow.com/collectives:
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  ai_summary: "A curated technical resource and architectural guide covering Stack
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https://stackoverflow.com/collectives/aws:
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https://stackoverflow.com/collectives/azure:
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https://stackoverflow.com/collectives/ci-cd:
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https://stackoverflow.com/collectives/gitlab:
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  ai_summary: A curated technical resource and architectural guide covering GitLab
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https://stackoverflow.com/collectives/go:
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  ai_summary: A curated technical resource and architectural guide covering Go Collective
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https://stackoverflow.com/collectives/google-cloud:
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https://stackoverflow.com/collectives/wso2:
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https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-in-linux:
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  ai_summary: A curated technical resource and architectural guide covering stackoverflow.com
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? https://stackoverflow.com/questions/161224/what-are-the-differences-between-the-different-saving-methods-in-hibernate/54907032?stw=2
: title: '==stackoverflow.com: What are the differences between the different saving''
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  ai_summary: 'A curated technical resource and architectural guide covering ==stackoverflow.com:
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https://stackoverflow.com/questions/1761601/is-the-usage-of-stored-procedures-a-bad-practice:
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  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
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https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru:
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  ai_summary: A curated technical resource and architectural guide covering Python
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https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow:
  title: Setup Git Integration Manager Workflow in Eclipse
  description: ''
  year: N/A
  stars: 0
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  v1_locations:
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https://stackoverflow.com/questions/27820309/bot-to-automatically-reverse-github-pull-request-merges:
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  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
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  language: English
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  is_microservice: false
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  hierarchy:
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https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-dive.pdf:
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https://staticnat.com/setting-up-python-on-osx:
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https://stats.jenkins.io:
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https://status.aws.amazon.com:
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https://stedolan.github.io/jq:
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https://stelligent.github.io/config-lint:
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https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images:
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https://storageclass.info/csidrivers:
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https://store.docker.com/editions/community/docker-ce-desktop-windows:
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https://stories.schubergphilis.com/terraform-aws-management-using-your-google-account-cfe5ea70c75:
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https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a0591f:
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https://stormforge.io:
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https://streamingsystems.net:
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https://strimzi.io:
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https://strimzi.io/blog/2019/10/14/improving-prometheus-metrics:
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https://strimzi.io/blog/2021/07/05/upgrade-improvements:
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https://stu2b50.dev/posts/things-you-wante9665:
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https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernetes-f6f8b40a4368:
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https://sumanthkumarc.medium.com/kubernetes-rbac-update-default-clusterroles-without-editing-them-ef206254e0:
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https://sunnykkc13.medium.com/deep-dive-into-kubernetes-238258c9a536:
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https://supabase.com:
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https://superfastpython.com/python-concurrency-choose-api:
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https://superfastpython.com/thread-deadlock-in-python:
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https://superfastpython.com/threading-vs-multiprocessing-in-python:
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https://superorbital.io/blog/testing-production-controllers:
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https://superuser.openinfra.org/articles/run-your-kubernetes-cluster-on-openstack-in-production:
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https://support.apple.com/en-us/102650:
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https://support.apple.com/en-us/HT201236:
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https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors:
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https://support.cloudbees.com/hc/en-us/articles/227246387-How-to-Configure-Jenkins-for-Git-Merge-:
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https://support.gitkraken.com/git-workflows-and-extensions/git-flow:
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https://support.google.com/calendar/answer/190998:
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  year: '2021'
  stars: 0
  ai_summary: Legacy Google Calendar booking block system. Live grounding shows this
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://support.google.com/google-workspace-individual/answer/10729749:
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  description: "- [wired.com: Google Calendar's ‘Appointment Schedule’ Is Good, Not
    Great](https://www.wired.com/story/calendly-google-calendar-appointment-schedule)
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    Here's how it stacks up to Calendly.\n    - [gizmodo.com: Google Calendar's New
    Feature Can Figure Out When Your Friends Don't Have an Excuse to Flake](https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-1848715533)
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    Calendar can now generate a webpage of available time slots for a user to pick
    from. The creator of the booking page will need to be using at least the \"Business
    Standard\" version of Google Workspace. The lower-level \"Business Starter\" level
    is still paid, but it doesn't get access to these sorts of fancy new features.
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    up the web version of Google Calendar, click on the \"Create\" button, and pick
    \"Appointment Schedule.\""
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  stars: 0
  ai_summary: Explores the modernized Google Workspace Appointment Schedule booking
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https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide:
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? https://support.sonatype.com/hc/en-us/articles/217542177-Using-Self-Signed-Certificates-with-Nexus-Repository-Manager-and-Docker-Daemon
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https://support.sonatype.com/hc/en-us/articles/360009696054-How-to-delete-docker-images-from-Nexus-Repository-Manager:
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https://support.tools/post/rke2-standalone-disaster-recovery:
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  ai_summary: Critical disaster recovery operational manual targeting RKE2 standalone
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  resource_type: Guide
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https://sureshdsk.dev/check-diff-between-two-files-in-python:
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  ai_summary: Explores standard library integration of the `difflib` module. Demonstrates
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https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-the-hardest-things-in-computer-science:
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https://survey.stackoverflow.co:
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https://survey.stackoverflow.co/2021:
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https://survey.stackoverflow.co/2022:
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https://swagger.io:
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  ai_summary: Swagger.io provides advanced tools for designing, modeling, documenting,
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  hierarchy:
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  v2_locations:
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https://swagger.io/product:
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  hierarchy:
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https://swagger.io/tools/swaggerhub:
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https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b0926683d:
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  ai_summary: 'A curated technical resource and architectural guide covering swapnil-chougule.medium.com:
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https://swimm.io:
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  ai_summary: A modern continuous documentation platform that automatically updates
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https://swirlai.substack.com/p/sai-08-request-response-model-deployment:
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  ai_summary: "A curated technical resource and architectural guide covering swirlai.substack.com:
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https://swissarmydevops.com:
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  ai_summary: A curated technical resource and architectural guide covering swissarmydevops.com
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https://swwapnilp.medium.com/how-does-slack-use-terraform-104b1e96c97d:
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https://syedasadrazadevops.medium.com/deep-dive-into-kubernetes-way-to-know-about-kubernetes-6a423c262b61:
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  ai_summary: 'A curated technical resource and architectural guide covering syedasadrazadevops.medium.com:
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https://symbiosis.host:
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https://symbiosis.host/blog/comparing-cluster-creation-times:
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https://symbiosis.host/blog/comparing-node-launch-times:
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https://symphony.is/blog/crossplane---the-new-kid-in-town-:
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  ai_summary: Provides a high-level overview of Crossplane's architectural architecture
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https://syndesis.io:
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https://syntax.fm/show/162/the-fundamentals-js:
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? https://tanzu.vmware.com/developer/blog/log4shell-vulnerability-spotlights-the-importance-of-adopting-trusted-open-source-software-providers-for-the-enterprise
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https://tanzu.vmware.com/developer/guides/kubernetes/app-enhancements-spring-k8s:
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https://tecadmin.net/read-write-csv-in-python:
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https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts-with-kustomize-kubernetes.html:
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https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html:
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? https://tech.bigbasket.com/atlas-streamlining-bigbaskets-40-lines-of-testing-across-80-microservices-in-non-production-459040947519
: title: 'tech.bigbasket.com: Atlas: Streamlining BigBasket’s 40+ lines of testing''
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https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4:
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https://tech.deliveryhero.com/dynamically-overscaling-a-kubernetes-cluster-with-cluster-autoscaler-and-pod-priority:
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https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a:
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https://tech.loveholidays.com/dynamic-alert-routing-with-prometheus-and-alertmanager-f6a919edb5f8:
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https://tech.loveholidays.com/gke-multi-cluster-services-one-bad-probe-away-from-disaster-62051fafe84e:
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https://tech.marksblogg.com/clickhouse-prometheus-grafana.html:
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https://tech.olx.com/improving-jvm-warm-up-on-kubernetes-1b27dd8ecd58:
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https://tech.paulcz.net/blog/spring-into-kubernetes-part-1:
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https://tech.showmax.com/2021/08/developers-101-kubernetes:
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https://tech.trell.co/redis-cluster-creation-automation-5e71eedf0e56:
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https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d5302c:
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https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter:
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https://techbeacon.com/enterprise-it/5-best-practices-deploying-kubernetes:
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  v1_locations: []
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https://techbeacon.com/enterprise-it/7-arguments-against-noops:
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  ai_summary: A counter-narrative presenting real-world arguments against complete
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem:
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  description: ''
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  ai_summary: A historical overview detailing the serverless framework, cloud tools,
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://techbeacon.com/enterprise-it/why-teams-fail-kubernetes-what-do-about-it:
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  ai_summary: Diagnoses key organizational and architectural pitfalls that lead to
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://techbeacon.com/security/17-open-source-container-security-tools:
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  language: English
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  content_hash: null
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
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https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series:
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  ai_summary: A video walk-through covering end-to-end AWS provisioning with Ansible.
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift:
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  description: ''
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  stars: 0
  ai_summary: Provides step-by-step guidance on managing project resource limits inside
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://techbeatly.com/terraform-cheat-sheet:
  title: 'techbeatly.com: Terraform Cheat Sheet'
  description: ''
  year: '2023'
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  ai_summary: 'Curator Insight: Custom reference outlining HCL structures, interpolation
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techbeatly.com/terraform-free-courses:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com:
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  ai_summary: Microsoft's official technical hub where engineers, product groups,
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  v1_locations: []
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  youtube_mosaic: {}
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https://techcommunity.microsoft.com/?product=All:
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  ai_summary: Microsoft's centralized interactive learning room community directory.
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514
: title: Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure
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  stars: 0
  ai_summary: Technical optimization guide exploring the use of GitHub Copilot for
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  - azure.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/azure-expressroute-resiliency-best-practices-for-production-critical-workloads/4394842
: title: 'Azure ExpressRoute Resiliency: Best Practices for Production-Critical Workloads'
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  stars: 0
  ai_summary: Examines best practices for designing resilient Azure ExpressRoute topologies
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  hierarchy:
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  - Azure Networking
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706
: title: 'Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for
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  year: '2025'
  stars: 5
  ai_summary: Details how to configure a FinOps-compliant Azure Landing Zone. Uses
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  - Azure Optimization
  - Landing Zones
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  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538:
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  year: '2025'
  stars: 0
  ai_summary: A deep analysis of the financial implications of Azure data transit.
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889
: title: Announcing Public Preview of Terraform Export from the Azure Portal
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  stars: 0
  ai_summary: Official announcement detailing native preview features to export existing
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/appsonazureblog/azure-app-service-auto-heal-capturing-relevant-data-during-performance-issues/4390351
: title: 'Azure App Service Auto-Heal: Capturing Relevant Data During Performance
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  year: '2025'
  stars: 4
  ai_summary: A technical breakdown of the Azure App Service Auto-Heal capability,
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  resource_type: Technical Blog
  complexity: Advanced
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  status: online
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432:
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  stars: 0
  ai_summary: Details the structural and performance differences between the AKS Free
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  status: online
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  content_hash: null
  health_score: null
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  hierarchy:
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  - Pricing & SLA tiers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443:
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements'
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  stars: 0
  ai_summary: Aggregates key product announcements, feature updates, and engineering
    roadmap directions announced at Microsoft Ignite targeting the AKS ecosystem.
    Discusses improved fleet operations, container scale, and identity controls.
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  resource_type: News Announcement
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - Ecosystem News
  - Product Roadmap
  tags:
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  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/appsonazureblog/building-a-path-to-success-for-microservices-and-net-core---project-tye--github-/1502270
: title: 'techcommunity.microsoft.com: Building a path to success for microservices
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores local microservice discovery and container orchestration using
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - .NET Microservices
  - Project Tye
  tags:
  - '[EMERGING]'
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/appsonazureblog/full-stack-net-6-apps-with-blazor-webassembly-and-azure-static-web-apps/2933428
: title: 'techcommunity.microsoft.com: Full-stack .NET 6 Apps with Blazor WebAssembly
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  year: '2022'
  stars: 4
  ai_summary: Outlines deploying full-stack Blazor WebAssembly client applications
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - .NET Framework
  - Blazor & Static Web Apps
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/appsonazureblog/introducing-azure-container-apps-a-serverless-container-service-for-running-mode/2867265
: title: 'techcommunity.microsoft.com: Introducing Azure Container Apps: a serverless
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  year: '2021'
  stars: 0
  ai_summary: Introduces Azure Container Apps (ACA), a serverless platform built on
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  language: None
  resource_type: Blog
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/appsonazureblog/simplifying-azure-kubernetes-service-authentication-part-2/4055332:
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  description: ''
  year: '2024'
  stars: 0
  ai_summary: This architectural technical review breaks down modern AKS authentication
    structures. Demonstrates how to configure Microsoft Entra ID integration with
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  resource_type: Article
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? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/now-in-foundry-tongyi-mai-z-image-turbo-with-flux-1-schnell-and-sdxl-base-1-0/4520199
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? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/the-ai-study-guide-azure%E2%80%99s-top-free-resources-for-learning-generative-ai-in-2024/4036890
: title: 'techcommunity.microsoft.com: The AI Study Guide: Azure’s top free resources
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https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747:
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? https://techcommunity.microsoft.com/blog/azurearcblog/in-preview-azure-key-vault-secrets-provider-extension-for-arc-enabled-kubernetes/3002160
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https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blueprints/4338972:
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https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-openai-landing-zone-reference-architecture/3882102:
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  description: ''
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  ai_summary: Enterprise blueprint details of Azure OpenAI Landing Zones. Analyzes
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? https://techcommunity.microsoft.com/blog/azurearchitectureblog/new-feature-easily-assign-regulatory-compliance-policies-to-your-azure-landing-z/4074957
: title: 'techcommunity.microsoft.com: New feature: easily assign regulatory compliance
    policies to your Azure Landing Zone'
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  year: '2024'
  stars: 0
  ai_summary: Outlines simplified mechanisms to assign regulatory compliance policies
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  content_hash: null
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  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/azure-data-factory-how-to-split-a-file-into-multiple-output-files-with-bicep/4039825
: title: 'techcommunity.microsoft.com: Azure Data Factory: How to split a file into
    multiple output files with Bicep'
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  stars: 0
  ai_summary: Technical implementation tutorial detailing how to deploy Azure Data
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    templates.
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  tags:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/draw-io-azure-infrastructure-diagrams-through-code-like-an-artist/4071316
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https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-how-part-2/4046385:
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  ai_summary: Explains DevOps-centric infrastructure integration, detailing how developers
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https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-what/4026102:
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? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/integrating-azure-devops-with-vs-code-agent-using-mcp-model-context-protocol/4516250
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https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630:
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  stars: 4
  ai_summary: A deep dive into the engineering capabilities of GitHub Copilot's 'Agent
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  needs_ai_refresh: false
  hierarchy:
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  v1_locations: []
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? https://techcommunity.microsoft.com/blog/azureforisvandstartupstechnicalblog/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662
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? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-public-preview-of-bicep-templates-support-for-microsoft-graph/4141772
: title: 'techcommunity.microsoft.com: Announcing public preview of Bicep templates
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  stars: 0
  ai_summary: Unveils native support within Bicep to programmatically provision and
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  v1_locations: []
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  youtube_mosaic: {}
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? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-the-public-preview-of-azure-chaos-studio/2893050
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  discovered_at: '2026-05-18T20:54:54.929122+02:00'
https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-template-specs-now-ga/2402618:
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  year: '2021'
  stars: 0
  ai_summary: Official announcement detailing the GA status of ARM Template Specs.
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  tags:
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? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466
: title: 'techcommunity.microsoft.com: Azure Policy for Kubernetes releases support
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  stars: 0
  ai_summary: Technical deep dive into Azure Policy integration with AKS, highlighting
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? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-estimate-azure-project-costs/4166297
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? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-navigate-azure-pricing-options-and-resources/4166276
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  stars: 3
  ai_summary: A fundamental overview of Azure's pricing strategies and commitment
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  hierarchy:
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  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azurehighperformancecomputingblog/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on-aks/4061318
: title: "techcommunity.microsoft.com: Running GPU accelerated workloads with NVIDIA
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  stars: 0
  ai_summary: An enterprise guide for orchestrating GPU-accelerated workloads on AKS
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172:
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  tags:
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? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-permissions-101-how-to-manage-azure-access-effectively/4067468
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? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/centralized-private-resolver-architecture-implementation-using-azure-private-dns/4132622
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? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751
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? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457
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? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas-deployment/3804348
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https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031:
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? https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551
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https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071:
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? https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161
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https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841:
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https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256:
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? https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736
: title: 'techcommunity.microsoft.com: Advanced Network Observability for your Azure
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  ai_summary: Unveiling advanced network observability features for AKS clusters,
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https://techcommunity.microsoft.com/blog/azureobservabilityblog/azure-monitor-logs-next-evolution-multi-tier-logging/4200871:
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? https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140
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https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185:
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https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count--capacity-usage-calculator/3516855:
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https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance-pools-new-features/4044688:
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? https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932
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https://techcommunity.microsoft.com/blog/azurestorageblog/azure-container-storage-in-public-preview/3819246:
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? https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507
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  ai_summary: Explores CI/CD pipelines for Synapse SQL databases, focusing on deploying
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? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-a-new-login-experience-with-azure-powershell-and-azure-cli/4109357
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https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azapi-dynamic-properties/4121855:
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  ai_summary: Details the Dynamic Properties feature in the AzAPI Terraform provider.
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https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azure-terrafy-and-azapi-terraform-provider-previews/3270937:
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? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-general-availability-of-terraform-azure-verified-modules-for-platform/4366027
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    Landing Zone (ALZ)
  description: ''
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  stars: 0
  ai_summary: Details the general availability of Terraform-based Azure Verified Modules
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    robust IaC templates that align with Microsoft's official structural guidelines.
    This release significantly reduces the development overhead required to build
    enterprise platform hubs.
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  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
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  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Verified Modules
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889
: title: Announcing Public Preview of Terraform Export from the Azure Portal
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Secondary portal-integration documentation describing technical setups
    for exporting active resource configurations. Focuses on producing clean, modular
    Terraform files from complex legacy environments.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Official Integration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - terraform.md
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-template-based-previews-of-azure-cli-and-azure-powershell-for-key-vau/3933802
: title: 'techcommunity.microsoft.com: Announcing template-based previews of Azure
    CLI and Azure PowerShell for Key Vault deployments'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Product update presenting template-backed deployment techniques in Azure
    CLI/PowerShell, streamlining Key Vault configuration procedures.
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  resource_type: Blog Post
  complexity: Intermediate
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  status: online
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  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Cloud Platform Management
  - Secret Management
  - Azure Key Vault
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866
: title: 'techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep
    and Terraform. Announcing General Availability!'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: GA announcement of the official Bicep and Terraform accelerators designed
    for deploying Azure Landing Zones (ALZ). These accelerators provide enterprise
    developers with template-driven deployment mechanisms for core platform hubs and
    spokes, reducing manual deployment errors and accelerating migration timelines.
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  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
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  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Landing Zones
  - Accelerators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931
: title: 'From Prompt to Production: Open in VS Code for Terraform in Azure Copilot'
  description: Official Microsoft release detailing the seamless integration between
    the portal-based Azure Copilot and local VS Code instances for automated IaC orchestration.
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  stars: 4
  ai_summary: 'This architectural enablement article introduces the ''Open in VS Code''
    capability embedded inside Azure Copilot within the Azure Portal. It allows cloud
    architects to generate Terraform manifests via natural language and transition
    directly to local workspace execution.


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

    * Eliminates copy-paste friction by maintaining operational states, environments,
    and dependencies.'
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  resource_type: article
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  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Copilot Integration
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: azure
  reputation_status: Vetted
  reputation_summary: Official Microsoft-released tool feature that streamlines developer
    context transitions, well-received by Azure DevOps practitioners.
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  source_provenance: X.com (nubenetes)
  suggested_new_category: cloud-infrastructure-ai
  discovered_at: '2026-06-02T00:20:14.115618+02:00'
https://techcommunity.microsoft.com/blog/azuretoolsblog/introducing-azure-verified-modules/4045946:
  title: "techcommunity.microsoft.com: Introducing Azure Verified Modules! \U0001F31F"
  description: '- [youtube: Introducing Azure Verified Modules for Terraform | Ned
    in the Cloud](https://www.youtube.com/watch?v=6OeRByC-sBs)'
  year: '2024'
  stars: 4
  ai_summary: Introduces Microsoft's official Azure Verified Modules (AVM) framework.
    AVM unifies IaC configurations across Terraform and Bicep, providing reliable,
    enterprise-tested modules co-developed by Microsoft and HashiCorp.
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  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Azure
  - IaC
  - AVM
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-february-2024-update/4070567:
  title: 'techcommunity.microsoft.com: Terraform on Azure February 2024 Update'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A regular engineering update highlighting improvements to Azure Terraform
    systems. Details features like AzAPI provider evolution, newly implemented resource
    types in AzureRM, and tools aiming to simplify cloud migration workflows.
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  resource_type: Article
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  status: online
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  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Azure
  - IaC
  - Updates
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429:
  title: 'techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes
    Service with Calico'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural guide details how to leverage Tigera Calico's CNI
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    Azure Kubernetes Service (AKS). It addresses heterogeneous node pool configurations
    (Windows and Linux mixed architectures) and demonstrates how to apply consistent
    security policies across dual-OS workloads to meet strict enterprise isolation
    and compliance requirements.
  language: YAML
  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-policy-recommended-practices/3798024:
  title: Azure Policy Recommended Practices
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Best practices for implementing and organizing Azure Policy systems
    at scale. Outlines architectural patterns for optimizing assignment evaluations,
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    degradation in resource manager APIs.
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  resource_type: Technical Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-powershell-tips-and-tricks/4066848:
  title: 'techcommunity.microsoft.com: Azure PowerShell Tips and Tricks'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Curates efficiency frameworks and parameter operations within the Az
    module suite. Includes dynamic batch filtering, output conversion scripts, and
    cloud configuration optimizations.
  language: PowerShell
  resource_type: Blog Post
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Tooling
  - Tips & Tricks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-savings-dashboard/3816131:
  title: "techcommunity.microsoft.com: Azure Savings Dashboard \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces the native Azure Savings Dashboard, designed to highlight
    underutilized services and suggest commitment options. Provides recommendations
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  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Azure Optimization
  - Dashboards
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393:
  title: 'techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines configuring ExternalDNS inside an AKS cluster to dynamically
    sync Kubernetes Ingress resources with Azure DNS zones. Avoids manual DNS configuration,
    automating resource and IP updates on target domain records.
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  resource_type: Technical Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Ingress & Routing
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/monitoring-microsoft-sentinel-reports-with-dashboard-hub--power-bi/4203870
: title: 'techcommunity.microsoft.com: Monitoring Microsoft Sentinel Reports with
    Dashboard Hub & Power BI'
  description: ''
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  stars: 0
  ai_summary: Guides architects on scaling Microsoft Sentinel threat intelligence
    reporting by utilizing Power BI integrations. Focuses on centralizing complex
    workspace telemetry, operational KPIs, and incident metrics into a streamlined
    administrative dashboard.
  language: None
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  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Identity
  - SecOps
  - Sentinel Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/educatordeveloperblog/cicd-for-ai-agents-on-microsoft-foundry/4522218:
  title: CI/CD for AI Agents on Microsoft Foundry
  description: A comprehensive architectural guide demonstrating how to build, version,
    test, and release AI agents securely using evaluation-driven gates.
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  stars: 4
  ai_summary: This technical article outlines a production-ready reference architecture
    for managing the lifecycle of AI agents deployed on Microsoft Foundry. It details
    how agent releases differ from traditional software, emphasizing the integration
    of evaluation-driven quality gates (measuring correctness, grounding safety, and
    token/latency metrics) prior to production promotion. It showcases GitHub Actions
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    promotions and complete audit trails of immutable agent artifacts.
  language: en
  resource_type: article
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  status: online
  addition_method: automatic
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  needs_ai_refresh: false
  hierarchy:
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  - CI/CD Pipelines
  - LLMOps
  - Agent Lifecycle
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: cicd-kubernetes-plugins
  reputation_status: Vetted
  reputation_summary: Authoritative architectural guide from Microsoft detailing production
    CI/CD patterns for AI Agent releases.
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIyMjE4LVNtUnZ6MQ?revision=4
  source_provenance: X.com (nubenetes)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:27:08.641513+02:00'
? https://techcommunity.microsoft.com/blog/educatordeveloperblog/coding-frameworks-and-languages-are-no-longer-the-point-prompting-is/3820265
: title: 'techcommunity.microsoft.com: Coding Frameworks and languages are no longer
    the point, prompting is'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Argues that syntax fluency is no longer the definitive bottleneck in
    software engineering, placing the premium on systemic logical prompting. Analyzes
    shifting educational paradigms where algorithmic architectural planning is prioritized
    over memory of standard syntax structures.
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  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - AI-Assisted Development
  - Education & Prompts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/educatordeveloperblog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for-real-time-data-anal/4028701
: title: 'techcommunity.microsoft.com: Leveraging Azure Event Hub, Microsoft Fabric,
    and Power BI for Real-Time Data Analytics'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Architecture blueprint demonstrating ingestion of high-velocity streaming
    data via Azure Event Hubs into Microsoft Fabric. Explains how to leverage OneLake
    architecture and real-time analytical tools to visualize data telemetry in Power
    BI with minimal ETL layer overhead. Essential for modern, real-time analytics
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  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data & Storage
  - Data Analytics
  - Real-Time Streaming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/4036254
: title: 'techcommunity.microsoft.com: A Practical Guide to Zone Redundant AKS Clusters
    and Storage'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A practical reference guide focused on designing zone-redundant AKS
    clusters and resolving multi-zone storage constraints. Addresses the architectural
    differences between zone-redundant storage (ZRS) and locally redundant storage
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  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-orphan-resources/3492198:
  title: 'techcommunity.microsoft.com: Azure Orphan Resources'
  description: '- [github.com/dolevshor/azure-orphan-resources](https://github.com/dolevshor/azure-orphan-resources)
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  year: '2024'
  stars: 0
  ai_summary: A reference to the open-source Azure Orphan Resources engine. Automatically
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  resource_type: Technical Portal
  complexity: Intermediate
  is_microservice: false
  status: online
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  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Governance
  - Cost Management
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for-azure-container-apps-yes-please/3775200:
  title: 'techcommunity.microsoft.com: Azure Policy for Azure Container Apps? Yes,
    please'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes implementation patterns for enforcing Azure Policy definitions
    on Azure Container Apps. Discusses baseline configurations to block unencrypted
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  language: None
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Container Governance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes-you-can/3670889
: title: 'techcommunity.microsoft.com: Can I create an Azure Red Hat OpenShift cluster
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  stars: 0
  ai_summary: An official Microsoft community blueprint discussing the declarative
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    prerequisites, service principal configuration, and automated cluster deployment
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  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Azure
  - AKS & OpenShift Orchestration
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070
: title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,
    and Chainlit chat app in AKS using Terraform'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An innovative blueprint outlining how to build a generative AI application
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    integration with Azure OpenAI endpoints.
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  resource_type: Tutorial
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  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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  - AKS
  - Artificial Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602
: title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,
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  stars: 0
  ai_summary: A highly relevant modern architecture integrating OpenAI services, vector
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  hierarchy:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-create-a-vpn-between-azure-and-aws-using-only-managed-solutions/2281900
: title: 'techcommunity.microsoft.com: How to create a VPN between Azure and AWS using
    only managed solutions'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed deployment blueprint for configuring secure, high-availability
    IPSec VPN tunnels between Azure Virtual Network Gateways and AWS Virtual Private
    Gateways. Emphasizes managed, software-defined networking solutions to bypass
    third-party Virtual Appliance overhead. Provides structural guidance for hybrid,
    multi-cloud enterprise topologies.
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  resource_type: Technical Blog
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Cross-Cloud Connectivity
  - VPN Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069
: title: 'techcommunity.microsoft.com: How to install an AKS cluster with the Istio
    service mesh add-on via Bicep'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the automated provisioning of Azure Kubernetes Service (AKS)
    coupled with the native Istio service mesh add-on using Bicep. This blueprint
    demonstrates declarative service mesh lifecycle management, reducing manual Helm
    or post-deployment orchestration overhead.
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  resource_type: Blog
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Container Orchestration
  - AKS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric---multi-tenant-architecture/4119429:
  title: 'techcommunity.microsoft.com: Microsoft Fabric - Multi-Tenant Architecture'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Architectural breakdown of multi-tenant deployment strategies within
    Microsoft Fabric. Evaluates security boundaries, multi-workspace segregation,
    cross-tenant data sharing constraints, and tenant-level resource isolation patterns
    necessary for managed SaaS structures.
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  resource_type: Technical Guide
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Data Analytics
  - Fabric Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/finopsblog/get-tailored-insights-with-our-advisor-well-architected-assessments/4218239:
  title: 'techcommunity.microsoft.com: Get tailored insights with our Advisor Well-Architected
    assessments'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the integration of Well-Architected assessments directly into
    the Azure Advisor ecosystem. This technical feature programmatically delivers
    real-time remediation guidance, cost optimization points, and security postures
    customized to specific workload footprints. It marks a transition from manual
    consulting reviews to automated continuous policy enforcement.
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  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Frameworks
  - WAF Assessments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potential-in-azure/4131194:
  title: "techcommunity.microsoft.com: Identify your savings potential in Azure \U0001F31F"
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Provides actionable methods to identify underutilized resources using
    Azure Advisor. Focuses on right-sizing virtual machines, deleting unassociated
    disks, and choosing cost-effective storage tiers.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Azure Optimization
  - Savings Potential
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862
: title: Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Addresses cost-optimization techniques for AI and large language model
    (LLM) workloads running on Azure. Discusses GPU node autoprovisioning, vector
    database optimization, and Azure OpenAI API consumption pricing models.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - AI Cost Management
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ai.md
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/healthcareandlifesciencesblog/azure-devops-pipelines-if-expressions-and-conditions/3737159
: title: "techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and
    Conditions \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Breaks down the syntax and runtime evaluation of conditional if-expressions
    in Azure Pipelines' YAML parser. Masterful command of compile-time versus execution-time
    evaluation is crucial in 2026 for building dynamic pipelines that auto-adjust
    steps based on branch targets, variables, or system telemetry.
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  resource_type: Article
  complexity: Intermediate
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  status: online
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  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - CI-CD Pipelines
  - Conditional Logic and Expressions
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653
: title: 'techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure
    infrastructure into Terraform HCL'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory guide on leveraging Azure Terrafy to modernize legacy
    environments. Walks through importing untracked resource groups into standard
    HCL formats with minimal manual adjustments.
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  resource_type: Tutorial
  complexity: Intermediate
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  status: online
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  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - IaC
  - Migration
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509:
  title: 'techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This Microsoft Technical Community post details how to configure Windows
    Containers using IIS to leverage the Central Certificate Store (CCS) for simplified
    SSL/TLS management. It addresses the architectural hurdles of handling dynamic
    certificates inside ephemeral containers by mounting central network shares. This
    guide is highly valuable for enterprise operations targeting legacy Windows Server
    and .NET Framework containerization workloads.
  language: Markdown
  resource_type: Article
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Windows Containers
  - PKI
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/itopstalkblog/infrastructure-as-code-iac-comparing-the-tools/3205045:
  title: 'techcommunity.microsoft.com: Infrastructure as Code (IaC): Comparing the
    Tools'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes Azure Bicep, ARM Templates, Terraform, and Ansible within
    Azure enterprise contexts. Offers guidance on choosing the right IaC ecosystem
    depending on cloud-native lock-in constraints and operational requirements.
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  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/itopstalkblog/standardize-devops-practices-across-hybrid-and-multicloud-environments/2795010
: title: 'techcommunity.microsoft.com: Standardize DevOps practices across hybrid
    and multicloud environments'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A strategic discussion on leveraging Azure Arc-enabled Kubernetes to
    enforce standardized CI/CD pipelines and compliance rules across disparate infrastructure.
    It focuses on using GitOps (via Flux/ArgoCD) and Azure Policy to maintain consistent
    cluster configurations globally. This operational pattern eliminates configuration
    drift and reduces administrative friction across hybrid environments.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes
  - GitOps & Continuous Delivery
  - DevOps Standardization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/microsoft-entra-blog/important-azure-ad-graph-retirement-and-powershell-module-deprecation/3848270
: title: 'techcommunity.microsoft.com: Important: Azure AD Graph Retirement and Powershell
    Module Deprecation'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An urgent notice regarding the deprecation and retirement of Azure AD
    Graph in favor of the Microsoft Graph API. Live 2026 analysis indicates that all
    legacy Azure AD Graph code paths are non-functional, meaning any active tools
    must use modern Microsoft Graph SDKs.
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  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - API Deprecations
  - Microsoft Graph Migration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/microsoft-announces-general-availability-of-defender-for-apis/3981488
: title: 'techcommunity.microsoft.com: Microsoft Announces General Availability of
    Defender for APIs'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spotlights the GA release of Microsoft Defender for APIs. Integrates
    directly with Azure API Management to inspect API security posture, analyze traffic
    patterns for anomalies, and defend backend microservices from complex runtime
    vectors.
  language: None
  resource_type: Blog
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Identity
  - API Security
  - Runtime Threat Protection
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/security-control-implement-security-best-practices/2269914:
  title: 'techcommunity.microsoft.com: Security Control: Implement security best practices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides guidance on implementing Azure Security Benchmark recommendations.
    Discusses vulnerability assessments, access policy enforcement, and operational
    posture improvements using Microsoft Defender for Cloud tools.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Compliance
  - Security Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/simplifying-onboarding-to-microsoft-defender-for-cloud-with-terraform/3974789
: title: 'techcommunity.microsoft.com: Simplifying Onboarding to Microsoft Defender
    for Cloud with Terraform'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Guides security teams through automating cloud security posture management.
    Demonstrates how to write and execute Terraform modules to easily onboard Azure
    subscriptions to Microsoft Defender for Cloud and apply unified compliance matrices.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Azure
  - Security
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/microsoftsentinelblog/non-interactive-logins-minimizing-the-blind-spot/2287932:
  title: 'techcommunity.microsoft.com: Non-interactive logins: minimizing the blind
    spot'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Securing automated pipelines through monitoring and auditing strategies
    for non-interactive service principal logins inside Microsoft Sentinel. Focuses
    on identifying security anomalies in automated system accounts using targeted
    Kusto Query Language (KQL) detections. Reduces the blind spots inherent in modern
    DevOps workflows where interactive MFA cannot be enforced.
  language: English
  resource_type: Security Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Identity
  - Security Operations
  - SIEM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/microsoftteamsblog/new-bitbucket-bot-for-microsoft-teams/218212:
  title: BitBucket Bot for Microsoft Teams
  description: ''
  year: '2021'
  stars: 3
  ai_summary: The official Microsoft Teams integration for Bitbucket Server and Cloud.
    Relays rich contextual alerts regarding repository updates, commit feedback, and
    pull requests directly to team channels to collapse developer communication latency.
  language: N/A
  resource_type: Service
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - ChatOps
  - Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/microsoftthreatprotectionblog/what%e2%80%99s-new-in-defender-how-copilot-for-security-can-transform-your-soc/4084222
: title: 'techcommunity.microsoft.com: What’s new in Defender: How Copilot for Security
    can transform your SOC'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Evaluates how AI-driven Copilot for Security integrates into Security
    Operations Centers (SOC) using Microsoft Defender signals. Enables analysts to
    investigate complex breach vectors and draft contextual incident playbooks rapidly
    using natural language queries.
  language: None
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Identity
  - SecOps
  - AI Security Copilot
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/sqlserver/sql-server-containers-on-kubernetes-with-s3-compatible-object-storage---getting-/3717003
: title: 'techcommunity.microsoft.com: SQL Server containers on Kubernetes with S3-compatible
    object storage - Getting started'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Walks through deploying SQL Server containers inside Kubernetes using
    S3-compatible object storage for backups. Outlines durable storage configuration
    methods and provides an optimal blueprint for stateful data layer setups.
  language: SQL/YAML
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - State & Data
  - Database Virtualization
  - SQL Server & S3 Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-azure-landing-zones/4229195:
  title: 'techcommunity.microsoft.com: From Zero to Hero with Azure Landing Zones'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive onboarding guide tailored for startups and mid-market
    organizations deploying Azure Landing Zones. It outlines pragmatically scaled-down
    approaches to core governance and subscription models. This minimizes initial
    operational overhead while ensuring compliance and seamless path-to-scale capability.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Governance
  - Enterprise Architecture
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350
: title: From Zero to Hero with Identity and Access Control in Azure Kubernetes Service
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive handbook for architecting identity boundaries in Azure
    Kubernetes Service (AKS). It details the integration of Entra ID with native Kubernetes
    RBAC to eliminate static credentials. Utilizing managed identities ensures secure,
    audit-compliant interactions with external Azure cloud assets.
  language: English
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - AKS
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/discussions/azure/dynamic-user-membership-rules-azure-active-directory-administrative-units-and-pa/3281164
: title: "techcommunity.microsoft.com: Dynamic user membership rules, Azure Active
    Directory Administrative Units and password reset! \U0001F31F"
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explains how to configure Entra ID dynamic groups, set up scoped Administrative
    Units, and implement self-service password reset policies. In 2026, Administrative
    Units are key for dividing directory administration across regional groups while
    keeping a single consolidated tenant.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Entra ID
  - Group Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://techcommunity.microsoft.com/discussions/azurepartners/azure-orphan-resources-grafana-dashboard/4120303:
  title: 'techcommunity.microsoft.com: Azure Orphan Resources Grafana Dashboard'
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A guide and repository for implementing a customized Grafana dashboard
    designed to surface orphaned Azure resources (such as unused disks, IP addresses,
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    of monitoring infrastructure and proactive cloud governance.
  language: KQL
  resource_type: Open-Source Dashboard
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Monitoring & Observability
  - Cost Management
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662
: title: Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Explores key architectural patterns for integrating Azure Key Vault
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https://techcommunity.microsoft.com/t5/azure-tools-blog/terraform-on-azure-february-2024-update/ba-p/4070567:
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https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/azure-powershell-tips-and-tricks/ba-p/4066848:
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https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/azure-savings-dashboard/ba-p/3816131:
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? https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/kubernetes-external-dns-for-azure-dns-amp-aks/ba-p/3809393
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? https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/monitoring-microsoft-sentinel-reports-with-dashboard-hub-amp/ba-p/4203870
: title: 'techcommunity.microsoft.com: Monitoring Microsoft Sentinel Reports with''
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https://techcommunity.microsoft.com/t5/custom/page/page-id/learn?product=All:
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? https://techcommunity.microsoft.com/t5/educator-developer-blog/coding-frameworks-and-languages-are-no-longer-the-point/ba-p/3820265
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? https://techcommunity.microsoft.com/t5/educator-developer-blog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for/ba-p/4028701
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? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/ba-p/4036254
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https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-orphan-resources/ba-p/3492198:
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https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-policy-for-azure-container-apps-yes-please/ba-p/3775200:
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? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes/ba-p/3670889
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? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/3885602
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? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/4024070
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https://techcommunity.microsoft.com/t5/fasttrack-for-azure/microsoft-fabric-multi-tenant-architecture/ba-p/4119429:
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https://techcommunity.microsoft.com/t5/finops-blog/get-tailored-insights-with-our-advisor-well-architected/ba-p/4218239:
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https://techcommunity.microsoft.com/t5/finops-blog/identify-your-savings-potential-in-azure/ba-p/4131194:
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? https://techcommunity.microsoft.com/t5/healthcare-and-life-sciences/azure-devops-pipelines-if-expressions-and-conditions/ba-p/3737159
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https://techcommunity.microsoft.com/t5/itops-talk-blog/azure-terrafy-import-your-existing-azure-infrastructure-into/ba-p/3357653:
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https://techcommunity.microsoft.com/t5/itops-talk-blog/iis-central-certificate-store-and-windows-containers/ba-p/4181509:
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? https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/microsoft-announces-general-availability-of-defender-for-apis/ba-p/3981488
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? https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/simplifying-onboarding-to-microsoft-defender-for-cloud-with/ba-p/3974789
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? https://techcommunity.microsoft.com/t5/microsoft-defender-xdr-blog/what-s-new-in-defender-how-copilot-for-security-can-transform/ba-p/4084222
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? https://techcommunity.microsoft.com/t5/microsoft-developer-community/draw-io-azure-infrastructure-diagrams-through-code-like-an/ba-p/4071316
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? https://techcommunity.microsoft.com/t5/microsoft-entra-blog/important-azure-ad-graph-retirement-and-powershell-module/ba-p/3848270
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? https://techcommunity.microsoft.com/t5/sql-server-blog/sql-server-containers-on-kubernetes-with-s3-compatible-object/ba-p/3717003
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https://techcommunity.microsoft.com/t5/startups-at-microsoft/from-zero-to-hero-with-azure-landing-zones/ba-p/4229195:
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https://techcommunity.microsoft.com/t5/windows-powershell/an-example-why-powershell-is-so-important/m-p/3041748:
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? https://techcommunity.microsoft.com/t5/windows-server-for-it-pro/use-powershell-to-search-for-accounts-in-active-directory-that/m-p/3585934
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https://techcommunity.microsoft.com/tag/marketplace%20ai%20apps%20%26%20agents?nodeid=board%3Amarketplace-blog:
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https://techerati.com/the-stack-archive/cloud/2018/10/18/openshift-in-a-world-of-kaas:
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https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4:
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https://terraform-docs.io/user-guide/introduction:
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https://terragrunt.com:
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https://terragrunt.gruntwork.io:
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https://terraspace.cloud:
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  ai_summary: Terraspace is an elegant, full-featured Ruby-based framework for provisioning
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https://terrateam.io/blog/aws-lambda-function-with-terraform:
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  ai_summary: Demonstrates how to configure and deploy AWS Lambda functions natively
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://terrateam.io/blog/terraform-pre-commit-hooks:
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https://testcontainers.com:
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    \   - [spinscale.de: Using Testcontainers To Test Elasticsearch Plugins](https://spinscale.de/posts/2021-08-25-using-testcontainers-to-test-elasticsearch-plugins.html)\n
    \   - [testcontainers-spring-boot \U0001F31F](https://github.com/PlaytikaOSS/testcontainers-spring-boot)
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    use Testcontainers with Spring Boot you may be interested in the Playtika_Ltd
    Testcontainers library that provides auto-configurations for springboot based
    integration tests. It contains modules e.g. for kafka rabbitmq mongodb\n    -
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    been easier](https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud)
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    no more! We're happy to announce Testcontainers Cloud - a lightweight, fast, and
    secure integration testing platform for everyone.\n    - [vladmihalcea.com: Testcontainers
    Database Integration Testing](https://vladmihalcea.com/testcontainers-database-integration-testing)\n
    \   - [thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool](https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool)
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    module-specific Docker containers while the app is being built in order to simplify
    integration testing."
  year: '2023'
  stars: 0
  ai_summary: Official web portal and learning nexus for Testcontainers. Outlines
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  language: English
  resource_type: Documentation
  complexity: Intermediate
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  hierarchy:
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https://testdriven.io/blog/clean-code-python:
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  year: '2022'
  stars: 0
  ai_summary: Deep dive into code style conventions and software safety principles
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    codebase lifecycles.
  language: Python
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  hierarchy:
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https://testdriven.io/blog/docker-best-practices:
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  year: '2023'
  stars: 0
  ai_summary: Details architectural recommendations for containerizing Python environments.
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  hierarchy:
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https://testdriven.io/blog/running-vault-and-consul-on-kubernetes:
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  ai_summary: A detailed technical tutorial on deploying and configuring HashiCorp
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  language: English
  resource_type: Tutorial
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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https://testguild.com/podcast/automation/a345-mohamed:
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  ai_summary: 'Curator Insight: Audio interview exploring the cultural and architectural
    shift toward Pipeline-as-Code (PaC) designs. Live Grounding: Discusses real-world
    declarative configuration files, versioning pipelines alongside source code, and
    automated testing loops. Bridges manual QA with modern infrastructure automation.'
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  resource_type: Podcast
  complexity: Intermediate
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  status: online
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  content_hash: d9deb6ff05b4a32902b3a248b7d672456f4d6dcbbd2d4aab37806a0eedf61b79
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  hierarchy:
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  discovered_at: '2026-05-17T18:13:12.249777+02:00'
https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold:
  title: "testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold \U0001F31F"
  description: ''
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  stars: 0
  ai_summary: A comprehensive migration handbook addressing transition patterns from
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://testingclouds.wordpress.com/2021/06/02/gitops-demystified:
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  year: '2021'
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  ai_summary: Provides an entry-level technical overview of GitOps mechanics. Demystifies
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https://testkube.io:
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  description: ''
  year: '2026'
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  ai_summary: Testkube is an advanced, Kubernetes-native test execution and orchestration
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https://testng.org:
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https://testsvision.com/6-popular-automation-testing-frameworks-tools:
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  ai_summary: 'A curated technical resource and architectural guide covering testsvision.com:
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  hierarchy:
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https://tether.to:
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://tetrate.io/blog:
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  year: '2021'
  stars: 0
  ai_summary: Explores structural strategies to integrate legacy virtual machines
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  language: English
  resource_type: Article
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://tetrate.io/blog/27835-revision-v1:
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https://tetrate.io/blog/istio-service-mesh-api-gateway:
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  ai_summary: Illustrates how the Istio Ingress Gateway can function as a high-performance
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  resource_type: Article
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https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it:
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  ai_summary: Explores Tetrate's approach to cross-cluster service visibility, network
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  status: online
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  hierarchy:
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https://tfsec.dev:
  title: "tfsec \U0001F31F"
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A static analysis security scanner for Terraform HCL configurations.
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  language: Go
  resource_type: Tool
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  status: online
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thanos.io:
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  year: '2024'
  stars: 0
  ai_summary: Official landing page for Thanos, a CNCF graduated project providing
    highly available, infinitely scalable Prometheus monitoring. Known for sidecar-based
    object storage offloading and cost-effective downsampling.
  language: Go
  resource_type: Official Portal
  complexity: Advanced
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  status: online
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  hierarchy:
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  - Thanos Engine
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://the-awesome-git-cheat-sheet.com:
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  year: N/A
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  ai_summary: A curated technical resource and architectural guide covering The awesome
    git cheat sheet in the Kubernetes Tools ecosystem.
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  resource_type: Reference
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  status: null
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  content_hash: N/A
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  hierarchy:
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https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-autoscaling:
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  ai_summary: An advanced technical overview discussing scheduling policies, affinity
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  resource_type: Blog
  complexity: Advanced
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  status: online
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  hierarchy:
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  v2_locations:
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https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-ansible:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering the-tech-guy.in:
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https://thedigitalprojectmanager.com/es/agile-frente-a-waterfall:
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https://thedigitalprojectmanager.com/es/grafico-raci-manera-mas-simple:
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https://thedigitalprojectmanager.com/raci-chart-made-simple:
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https://thehackernews.com/2020/06/cryptocurrency-docker-image.html:
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https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html:
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https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html:
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https://theketch.io:
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https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander:
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https://thenewstack.io:
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  hierarchy:
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  - Concepts
  tags:
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  v1_locations: []
  v2_locations:
  - databases.md
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https://thenewstack.io/10-cloud-deficiencies-you-should-know:
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  year: N/A
  stars: 0
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https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformation:
  title: "thenewstack.io: 10 Steps to a Successful Kubernetes Technical Transformation
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  description: ''
  year: '2021'
  stars: 4
  ai_summary: An enterprise blueprint outlining a ten-step roadmap for technical transformation
    via Kubernetes. Focuses on bridging organizational skills gaps, restructuring
    DevOps team responsibilities, and establishing standardized CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
  - Strategy
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  - Migration Roadmap
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/10-steps-to-simplify-your-devsecops:
  title: 'thenewstack.io: 10 Steps to Simplify Your DevSecOps'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines ten practical architecture recommendations to simplify automated
    security gates in modern engineering pipelines. Emphasizes selecting high-fidelity
    alerts, keeping scanner integrations local to development workflows, and establishing
    automated feedback loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Security
  - DevSecOps
  - Implementation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor:
  title: 'thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes twelve key health metrics and warning events across the
    cluster runtime, pinpointing latent issues like Out-Of-Memory (OOM) kills, disk
    pressure, CrashLoopBackOffs, API latency degradation, and certificate expirations
    before they escalate into service outages.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Telemetry Stacks
  - Cluster Monitoring
  - Health & Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/3-habits-of-highly-successful-devops-teams:
  title: 'thenewstack.io: 3 Habits of Highly Successful DevOps Teams'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Summarizes three key strategies of high-performing engineering teams:
    proactive toil reduction, fast and automated feedback cycles, and managing applications
    as immutable packages.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
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  hierarchy:
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  - Team Topologies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring-with-prometheus:
  title: 'thenewstack.io: 3 Key Configuration Challenges for Kubernetes Monitoring
    with Prometheus'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Highlights three major configuration bottlenecks encountered when setting
    up Prometheus inside complex Kubernetes setups: service discovery overhead, high
    cardinality of dynamic metrics, and storage retention. Curator Insight: Critical
    analysis of Prometheus pain-points. Live Grounding: Highly practical for platform
    engineers tuning scraper configurations to prevent Prometheus OOM crashes.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing:
  title: "thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing'
    \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 84c80946d7e99e65bbbc385ff270b4ca51bce7532c6ab31917b22bc30dcb9521
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  last_checked: 1779033913.870267
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  discovered_at: '2026-05-17T18:05:13.870267+02:00'
https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines:
  title: 'harness.io: 3 Ways to Use Automation in CI/CD Pipelines'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights three strategic insertion points for advanced pipeline automation.
    Focuses on automated rolling deployments, policy-as-code configuration validations,
    and dynamic, risk-based pipeline security policies.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Automation
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half:
  title: 'thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical analysis of memory optimizations within the Prometheus TSDB.
    Highlights how refactoring index-reading mechanics and chunk mapping in ~30 pull
    requests cut server memory usage by roughly half.
  language: Go
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Performance & Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications:
  title: 'thenewstack.io: 4 Essential Tools for Protecting APIs and Web Applications'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Examines four essential patterns for protecting public web applications
    and API endpoints. Focuses on API behavioral analysis, OAuth2/OIDC token validations,
    rate limits, and custom gateway rules.
  language: Agnostic
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Security
  - Protection
  - Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team:
  title: 'thenewstack.io: 4 Reasons Your Cloud Operations Need a FinOps Team'
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  year: '2021'
  stars: 0
  ai_summary: Highlights four critical drivers for establishing a structured FinOps
    team inside scaling enterprises. Discusses the pitfalls of decentralized cloud
    spending, the benefits of shared cost responsibility, real-time optimization tooling,
    and accurate unit economics estimation.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/4-ways-to-run-kubernetes-in-production:
  title: 'thenewstack.io: 4 ways to run kubernetes in production'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares major approaches to operating production clusters. Evaluates
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    frameworks, and fully managed hybrid topologies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Architecture
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  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running-in-production:
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    in Production'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Highlights 5 key areas for stabilizing pods in production: configuring
    explicit CPU/RAM requests, setting up robust probes, establishing security contexts,
    enabling termination grace periods, and implementing anti-affinity.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
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  hierarchy:
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  - Pod Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/5-best-practices-to-back-up-kubernetes:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Ensuring disaster recovery capability in Kubernetes requires robust
    backup strategies for both cluster state (etcd) and persistent volume data. This
    reference highlights best practices including scheduling automated snapshot intervals,
    isolating backup storage, and regularly testing recovery procedures. Adhering
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    ransomware.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops:
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  year: '2021'
  stars: 0
  ai_summary: Details actionable cloud infrastructure and automation recommendations.
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    cloud drift reconciliation systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Developer Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022:
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  description: ''
  year: '2022'
  stars: 4
  ai_summary: Outlines five major architectural developments in cloud-native technology,
    highlighting eBPF-powered networking, WebAssembly (Wasm) runtime integration,
    and GitOps-centric deployment. Serves as a useful compass for aligning next-generation
    enterprise platforms with emerging standards.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Market Trends
  - Ecosystem Evolution
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  - '[ENTERPRISE-STABLE]'
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs:
  title: 'thenewstack.io: 5 Essential Tips to Manage Kubernetes Costs'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents a strategic blueprint for limiting resource waste within cloud-native
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    utilizing horizontal and vertical autoscaling mechanisms, and eliminating orphaned
    volume structures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-them:
  title: 'thenewstack.io: 5 Expensive Kubernetes Cost Traps and How to Deal with Them'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies the core operational anti-patterns that lead to rapid cluster
    cost inflation. Offers actionable patterns to address over-provisioning, unthrottled
    non-production environments, and structural failures to leverage public cloud
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  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product:
  title: 'thenewstack.io: 5 Lessons For Building a Platform as a Product'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines key organizational and design lessons for running internal
    platforms with product management disciplines. Emphasizes user empathy, continuous
    feedback loops, marketing the platform internally, and measuring success through
    user adoption and NPS metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Product Management
  - Lessons Learned
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/5-misconceptions-about-devsecops:
  title: 'thenewstack.io: 5 Misconceptions About DevSecOps'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs common misconceptions about DevSecOps implementations.
    Explains that automated testing is not a complete replacement for team culture
    shifts and that integrating automated guardrails can accelerate, rather than slow
    down, delivery velocity.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - DevSecOps
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management:
  title: 'thenewstack.io: 5 Things Developers Need to Know About Kubernetes Management'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Outlines key operational considerations for developers writing cloud-native
    code. Covers statefulness, liveness/readiness probes, and environment variables
    configurations to leverage the self-healing cluster features.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Developer Workflows
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway:
  title: 'thenewstack.io: 5 Ways to Succeed with an API Gateway'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines five essential patterns for deploying API Gateways in microservices
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    authentication offloading, and dynamic routing to ensure secure and performant
    service endpoints. It contrasts standalone gateway appliances with service mesh
    ingress configurations, advising on how to avoid single-point-of-failure bottlenecks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Gateways
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot:
  title: 'thenewstack.io: 6 Kubernetes Best Practices to Empower Devs to Troubleshoot'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: DevOps maturity relies on empowering application developers to diagnose
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    providing accessible log aggregation, standardized event alerts, and ephemeral
    debugging shells, platform teams can eliminate operational bottlenecks. This framework
    details how to design developer-friendly observability environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Developer Enablement
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/6-kubernetes-security-best-practices:
  title: "thenewstack.io: 6 Kubernetes Security Best Practices \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A baseline architectural guide covering foundational security principles
    in Kubernetes. It focuses on isolating workloads, enabling network policies, and
    minimizing container privileges. Real-world implementation highlights the mitigation
    of broad blast radii by enforcing namespace segregation.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Best Practices
  - General Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/7-benefits-of-testing-in-isolation:
  title: 'thenewstack.io: 7 Benefits of Testing in Isolation'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines seven architectural advantages of isolated component testing.
    Details why using service mocks, localized databases, and sandboxed test environments
    accelerates regression tracking and simplifies dependency configurations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Testing Methodology
  - Component Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applications-and-infrastructure:
  title: 'thenewstack.io: 7 Best Practices to Build and Maintain Resilient Applications
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  description: ''
  year: '2020'
  stars: 4
  ai_summary: Synthesizes core software engineering and site reliability practices
    to maintain resilient systems under load. Key patterns explored include chaos
    engineering, circuit breaking, automated canary deployments, proactive monitoring,
    and robust failure domain isolation.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Reliability Engineering
  - Resilience Patterns
  - Infrastructure Stability
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd:
  title: 'thenewstack.io: 7 features that make kubernetes ideal for CI/CD'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analysis of Kubernetes-native features that naturally enhance modern
    CI/CD architectures. Focuses on APIs, declarative container orchestrations, automatic
    scalability, microservice security partitioning, and resilient health checks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists:
  title: "thenewstack.io: 7 Must-Have Python Tools for ML Devs and Data Scientists
    \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical article highlighting the top Python tools and libraries
    that modern data scientists use to build and optimize their models. It evaluates
    features across libraries focused on performance, profiling, testing, and memory
    usage.
  language: Python
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Science
  - Developer Tooling
  - Python Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/7-tips-for-cutting-down-your-aws-kubernetes-bill:
  title: 'thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 604f614325eec99b32ccf5911cd846aae2f7807e31fd1e2ead0757539cd42665
  health_score: 100.0
  last_checked: 1779033488.953106
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/aws-pricing.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:58:08.953106+02:00'
https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform:
  title: 'thenewstack.io: A Better Way to Provision Kubernetes Using Terraform'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Proposes decoupling patterns that separate underlying Kubernetes structural
    provisioning from inner-cluster configurations. Recommends utilizing GitOps agents
    (like ArgoCD or Flux) once the cluster plane is initialized by Terraform to handle
    target container manifests.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic:
  title: 'thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical account exploring how local NVMe storage classes, low-latency
    container network interfaces, and declarative operator-driven recovery mechanisms
    have convinced traditional DBAs to run critical state on Kubernetes.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure:
  title: 'thenewstack.io: A Deep Dive into Architecting a Kubernetes Infrastructure'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines core design components for highly available, resilient enterprise
    platform engineering. Covers production networking, stateful storage configurations,
    external telemetry integrations, and security foundations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Architecture
  - Design Principles
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws:
  title: 'thenewstack.io: A Deep Dive into the Security of IAM in AWS'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An exhaustive technical analysis of AWS IAM's internal security mechanics
    and threat vectors. The piece breaks down role assumption, principal authorization
    context evaluation, resource-based vs. identity-based policies, and privilege
    escalation patterns. Essential reading for security architects hardening AWS infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Security Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-security.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector:
  title: 'thenewstack.io: A Digital Transformation Journey in the Banking Sector'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis of how a major financial institution leveraged cloud-native
    microservices, legacy modernization, and domain-driven design to achieve high
    availability and strict compliance in digital transformation initiatives.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Architecture
  - Case Studies
  - Financial Sector
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes:
  title: 'thenewstack.io: A Guide to Running Stateful Applications in Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into the operational challenges and patterns involved in
    running stateful workloads on Kubernetes. It details how StatefulSets, headless
    services, and stable network identities collaborate to sustain clustered databases
    like PostgreSQL and Kafka safely.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/a-kubernetes-documentary-shares-googles-open-source-story:
  title: A Kubernetes Documentary Shares Google’s Open Source Story
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: ac522a4f8ad08cb9ca32cb47ac0b46def9f2626c64d03209285f96e8d34f5f0c
  health_score: 100.0
  last_checked: 1779030267.777246
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:04:27.777246+02:00'
https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise:
  title: "thenewstack.io: A Look at GitOps for the Modern Enterprise \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how legacy enterprises transition away from ticket-based provisioning
    models to automated GitOps. Evaluates organizational structures, change management
    compliance, and multi-tenant isolation within Kubernetes.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Enterprise
  - Scale
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/a-new-kubernetes-edge-architecture:
  title: 'thenewstack.io: A New Kubernetes Edge Architecture'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploratory piece mapping out cutting-edge architectural patterns
    for multi-cluster edge configurations, comparing unified central control plane
    models with highly autonomous, decoupled local cluster patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge Computing
  - Kubernetes Edge
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - edge-computing.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/a-platform-for-kubernetes:
  title: 'thenewstack.io: A Platform for Kubernetes'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the emergence of Platform-as-a-Service layers built directly
    over Kubernetes. It argues that raw Kubernetes is an assembler language for infrastructure,
    requiring an abstraction tier to shield product developers from raw YAML files,
    ingress policies, and helm configuration complexities.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Developer Platforms
  - Infrastructure Abstraction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd:
  title: "thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Compares the security architecture and attack surfaces of primary container
    runtimes: Docker, CRI-O, and Containerd. Discusses rootless execution, sandboxed
    runtimes (Kata, gVisor), and syscall filtering.'
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Platform Engine
  - Container Runtimes
  - Runtime Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh:
  title: 'thenewstack.io: Accelerate Kubernetes Adoption with a Service Mesh'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Highlights the utility of service meshes in accelerating container adoption.
    Out-of-the-box routing configurations, secure default states, and comprehensive
    observability mitigate the operational risks of migrating legacy software components.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Adoption Patterns
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation:
  title: 'thenewstack.io: Achieve GitOps on Day One with IaC Automation'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive pathway to establish GitOps on day one. Demonstrates
    how uniting declarative IaC tools with Git-based source repositories ensures compliance,
    configuration auditing, and unified cluster state management.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - GitOps
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator:
  title: "thenewstack.io: Advanced Kubernetes Namespace Management with the PostgreSQL
    Operator \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyses advanced namespace orchestration patterns utilizing the Crunchy
    PostgreSQL Operator. Walks through configuring security boundaries and multi-tenant
    isolation policies across multiple database instances.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Multi-Tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs:
  title: 'thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for
    Batch Work'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes AWS EKS optimizations targeting high-performance batch computing
    and AI training workloads. It discusses integrations with Kueue, Karpenter, and
    specialized EC2 accelerator architectures designed to streamline modern machine
    learning cycles.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Batch Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/an-introduction-to-awk:
  title: 'thenewstack.io: An Introduction to AWK'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An architectural introduction to the AWK programming language, emphasizing
    structural pattern scanning and processing engines. It details built-in variables,
    field extraction, and pipeline integration. Live Grounding notes its critical
    role in high-volume log parsing and on-the-fly analytical pipelines within container
    runtimes.
  language: AWK
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line:
  title: 'thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities
    from the Command Line'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains utilizing Anchore's command-line interfaces to run comprehensive
    security and configuration audits on local container images. Focuses on deep extraction
    of system dependencies, library structures, and misconfigurations, showing how
    to identify risks prior to pushing images into registries.
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices:
  title: 'thenewstack.io - APISIX: An Open Source API Gateway for Microservices'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An editorial piece analyzing the microservices-centric architectural
    benefits of Apache APISIX. The article highlights its pluggable architecture,
    dynamic configuration sync via etcd, and its comparative advantages in speed and
    extensibility against traditional Java or Go gateways.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - API Gateway
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes:
  title: 'thenewstack.io: App Modernization: 5 Tips When Migrating to Kubernetes'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Distills five high-impact operational guidelines for migrating application
    structures onto Kubernetes. Focuses on the elimination of hardcoded states, configuring
    robust health probes (liveness/readiness), configuring standard resource limits,
    and configuring external config parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Migration & Modernization
  - Workload Transition
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/application-deployment-is-faster-with-gitops:
  title: 'thenewstack.io: Application Deployment Is Faster with GitOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines quantitative performance gains of transitioning to GitOps.
    Details dramatic reductions in mean time to resolution (MTTR), accelerated deployment
    frequencies, and positive impacts on overall DORA metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Metrics
  - Developer Velocity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/applied-gitops-with-argocd:
  title: 'thenewstack.io: Applied GitOps with ArgoCD'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive examination of GitOps workflows operationalized via
    ArgoCD. Highlights key practices such as declarative environment definition, pull-based
    synchronization, and automated drift detection to maintain cluster state parity.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques:
  title: 'thenewstack.io: Applying Basic vs. Advanced Monitoring Techniques'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Guides engineers in graduating from basic infrastructure health checking
    (ping, CPU, RAM alerts) to advanced monitoring architectures utilizing dynamic
    thresholding and transaction tracing. Curator Insight: Progressive levels of telemetry
    complexity. Live Grounding: Helps organizations scale operational strategies relative
    to structural application complexity.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Methodologies
  - Advanced Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts:
  title: "thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive security guide detailing structural techniques to audit
    and secure third-party Helm charts before production rollout. Covers network policies,
    security contexts, and container permission baselines.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Security
  - Hardening
  - Helm Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering:
  title: 'thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the shift from high-compute developer laptops to cloud-hosted
    development environments (CDEs). Evaluates performance gains, corporate IP security
    improvements, and simplified onboarding pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: e25fcd1bc991fab40473a484d87516cf5b3f8f1eb9a8bca5024dcc34c30d6caf
  health_score: 100.0
  last_checked: 1779032244.881967
  needs_ai_refresh: true
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:24.881967+02:00'
https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software:
  title: 'thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyses the risks of monolithic pipelines on deployment safety. Recommends
    aligning decoupled micro-pipelines with distinct microservice models to avoid
    pipeline dependency bottlenecks.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Engineering
  - CI-CD Pipelines
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures:
  title: 'thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven
    Architectures'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the industry shift toward AsyncAPI as the default specification
    for event networks. Outlines how standardizing AsyncAPI structures provides OpenAPI-style
    interface validation to queues and message streams.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Event-Driven
  - AsyncAPI
  - Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives:
  title: 'thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec
    for Service Level Objectives'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores using GitOps mechanics to track reliability definitions. Outlines
    managing SLO declarations as declarative code in Git repository workflows to programmatically
    configure observability tools.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Service Level Objectives
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/automating-retry-for-failed-terraform-launches:
  title: 'thenewstack.io: Automating Retry for Failed Terraform Launches'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Addresses structural solutions for handling intermittent cloud provider
    API timeouts and throttling failures through automated retry mechanisms. Evaluates
    how runner environments and CI pipelines can safely retry specific phases without
    corrupting locks. Live grounding reinforces the importance of using robust, error-tolerant
    wrappers to maximize pipeline reliability in large-scale deployments.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - CI/CD & Linting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success:
  title: 'thenewstack.io: Automation Is No Silver Bullet: 3 Keys for Scaling Success'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Warns that blindly automating chaotic systems produces
    automated bottlenecks. Live Grounding: Highlights that automation of broken or
    inefficient workflows only accelerates operational failures, demanding robust
    systems analysis before coding pipelines.'
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Platforms
  - Automation
  - Architecture Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time:
  title: 'thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations
    in Build-Time'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on build-time CloudFormation and Terraform configuration errors.
    Outlines practical strategies for shifting infrastructure security check operations
    left into standard CI/CD pipelines.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-architecture.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes:
  title: 'thenewstack.io: Avoiding the Pitfalls of Multitenancy in Kubernetes'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Addresses the architectural failure modes of poorly isolated multi-tenant
    clusters. Outlines mitigation paths for noisy neighbors, CPU-throttled namespaces,
    and leaky container workloads.
  language: Go
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/aws-open-sources-security-tools:
  title: 'thenewstack.io: AWS Open Sources Security Tools'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reference maps multiple open-source utilities released by AWS to
    assist cloud security operations. It covers tools for IAM privilege boundary auditing,
    configuration drift tracking, and automated resource compliance verification.
    These tools help maintain cloud-native best practices across large-scale AWS cluster
    deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Cloud Security
  - AWS Tools Portfolio
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd:
  title: 'thenewstack.io: Azure Kubernetes Service Replaces Docker with containerd'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into the deprecation of Docker-shim in Azure Kubernetes
    Service (AKS) in favor of the containerd container runtime. This architectural
    shift eliminates runtime abstraction layers, drastically reducing node CPU and
    memory footprint overhead. Real-world implementation details confirm improved
    container launch latencies and optimal alignment with CNCF runtime specifications.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Compute & Containers
  - Kubernetes
  - AKS Engine
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up:
  title: 'thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and
    Discounts Dry Up'
  description: ''
  year: '2019'
  stars: 2
  ai_summary: An analytical piece detailing the sharp decline in OpenStack market
    share as public cloud hyperscalers expanded. Live Grounding confirms that OpenStack
    remains stable only in telecom NFV and niche on-premises private clouds, while
    generic enterprise deployments have shifted to Kubernetes and hybrid-cloud runtimes.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Cloud Market
  - OpenStack
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - private-cloud-solutions.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://thenewstack.io/best-practices-for-deploying-jaeger-on-kubernetes-in-production:
  title: Best Practices for Deploying Jaeger on Kubernetes in Production
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 66560553ccb11c2a8cb3ff4d3015a34a5c7b8e8ffb8210bfdf6c0bb4d06c04e9
  health_score: 100.0
  last_checked: 1779032681.766771
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:44:41.766771+02:00'
https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster:
  title: 'thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Breaks down secure cluster bootstrapping steps, including encrypting
    secrets at rest in etcd, enabling control plane mutual TLS (mTLS), and minimizing
    public API endpoint exposure.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Platform Engine
  - Cluster Installation & Hardening
  - Infrastructure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams:
  title: 'thenewstack.io: Best Practices to Optimize Infrastructure Monitoring within
    DevOps Teams'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Delves into establishing robust, team-wide ownership of monitoring
    pipelines, setting up actionable alerting paths, and building comprehensive dashboards.
    Curator Insight: Organizational practices for infrastructure ops. Live Grounding:
    Helps bridging operational silos through collective ownership of SLIs/SLOs.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Site Reliability Engineering
  - Infrastructure
  - Observability
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform:
  title: 'thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Investigates the architectural patterns of provisioning and managing
    hyper-converged Kubernetes environments using Terraform. Demonstrates how unified
    HCL pipelines can coordinate both the physical or virtual computing fabric and
    the logical Kubernetes control plane. Live grounding emphasizes that this hybrid
    orchestration layer improves operational consistency across multi-cloud topologies.
  language: HCL
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Integration
  - Hyper-Converged Infrastructure
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes:
  title: "thenewstack.io: Beyond Block and File: COSI Enables Object Storage in Kubernetes
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural overview of the Container Object Storage Interface
    (COSI) initiative, which seeks to standardize object storage provisioning in Kubernetes,
    mirroring the success of CSI. COSI abstracts bucket creation and user management
    into a native Kubernetes API.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Object Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes:
  title: 'thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service
    on Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Goes beyond basic demo environments to dissect the operational hurdles
    of running Kafka as an internal platform service on Kubernetes. The guide discusses
    managing persistent stateful sets, configuring robust ingress/egress networking,
    and utilizing custom operators.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering:
  title: 'thenewstack.io: Breaking Serverless on Purpose with Chaos Engineering'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the challenges and methods of injecting faults into ephemeral,
    serverless environments (e.g., AWS Lambda). Discusses techniques like wrapper-based
    latency injection, API response mocking, and runtime variable tampering to validate
    failure paths.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Serverless Systems
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue:
  title: 'Bridgecrew: Misconfigured Terraform Modules Are a Security Issue'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the cybersecurity risks introduced by copying untrusted community-designed
    modules. Emphasizes the imperative for dev teams to perform automated static analysis
    and linting (e.g., using Checkov) in CI/CD pipelines to catch vulnerabilities
    pre-deployment.
  language: English
  resource_type: Analysis Report
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Security & Identity
  - Static Analysis
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda:
  title: 'thenewstack.io: Build a Serverless API with AWS Gateway and Lambda'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Architectural breakdown of building serverless APIs using AWS API Gateway
    and Lambda functions. It addresses routing, API security, and AWS integrations.
    While the foundational principles remain sound in 2026, modern enterprise patterns
    have heavily adopted container-packaged Lambdas (OCI) over raw zip deployments
    for complex API backends.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud-Native
  - Serverless
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures:
  title: 'thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven
    Architectures'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article documents the architectural impact of Camel K, explaining
    how it extends Kubernetes to support enterprise integration workflows. It highlights
    its runtime environment and integration with Knative and serverless architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Native
  - Camel K
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/can-you-gitops-your-apis:
  title: 'thenewstack.io: Can You GitOps Your APIs?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines extending declarative GitOps paradigms to microservice API
    configurations and gateway endpoints. Demonstrates the technical practicality
    of driving schema changes, routing configurations, and security policies dynamically
    via version-controlled API blueprints rather than using manual management consoles.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Management
  - GitOps
  - Declarative APIs
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/category/kubernetes:
  title: 'thenewstack.io: Kubernetes is the Accepted Platform for Cloud Native Computing'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3
  health_score: 100.0
  last_checked: 1779030975.780193
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/devops.md
  - docs/kubernetes.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:16:15.780193+02:00'
https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40:
  title: 'thenewstack.io: Challenging the Myth That Programming Careers End at 40'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural career guide challenges prevailing industry ageism
    by illustrating how engineering value shifts over time. Senior engineering trajectories
    rely on architectural system design, mentor network construction, and organizational
    systems thinking rather than speed of execution. It provides a strategic framework
    for long-term career planning.
  language: English
  resource_type: article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Professional Development
  - Career Architecture
  - Longevity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/chaos-engineering-is-not-just-for-ops:
  title: 'thenewstack.io: Chaos Engineering Is Not Just for Ops'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advocates for moving failure simulation from an operational security
    phase directly into the developer workflow. Demonstrates how validating application
    response limits and fallback boundaries earlier in the software development lifecycle
    reduces mean-time-to-resolution (MTTR) and builds robust container services.
  language: English
  resource_type: Opinion / Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/chaos-engineering-made-simple:
  title: 'thenewstack.io: Chaos Engineering Made Simple'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Simplifies chaos engineering for development teams, presenting an incremental
    approach to failure testing. Details how minimal disruption sequences in staging
    help debug configuration fallbacks before attempting large-scale production game
    days.
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/chaos-engineering-progressively-moves-to-production:
  title: 'thenewstack.io: Chaos Engineering Progressively Moves to Production'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the progression of chaos testing directly into production
    clusters. Focuses on minimizing the blast radius using progressive deployment
    gates, automated circuit breakers, canary releases, and deep observability to
    safely capture real-world dependency issues.
  language: English
  resource_type: Opinion / Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/choosing-between-container-native-and-container-ready-storage:
  title: "thenewstack.io: Choosing Between Container-Native and Container-Ready Storage
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structural comparison between container-native and container-ready
    storage systems for Kubernetes. It explains how container-native storage operates
    inside the orchestration engine using CSI (Container Storage Interface), offering
    dynamic scaling and pod-level isolation, whereas container-ready options rely
    on enterprise external SAN/NAS storage arrays mapped to Kubernetes nodes.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Storage & Databases
  - Storage Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - faq.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources:
  title: 'CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Deep-dive analysis demonstrating why standard static CI checks are insufficient
    for modern cloud environments. Advocates for real-time drift detection and continuous
    reconciliation loops in Kubernetes to ensure active infrastructure aligns directly
    with repository manifests.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - GitOps
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thenewstack.io/ci-observability-for-effective-change-management:
  title: "thenewstack.io: CI Observability for Effective Change Management \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Looks closely at the growing sub-discipline of CI Observability, tracing
    execution states and bottleneck points in dynamic builds, test suites, and multi-stage
    pipelines. Curator Insight: Innovative expansion of observability into pipelines.
    Live Grounding: Key reference for reducing flaky tests and ensuring stable integration
    gates.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Observability
  - CI/CD
  - Change Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans:
  title: 'thenewstack.io: Cloud Bill Risks of AWS Reserved Instances and Savings Plans'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details critical commercial risks of long-term Reserved Instance and
    Savings Plan commitments. Outlines how changing architecture styles can render
    fixed financial contracts inefficient over time.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 2eafdc68c39a50d7de4b5fdd7e998c672aad00a4482ac9bf998e14aff817609d
  health_score: 100.0
  last_checked: 1779030856.614958
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - FinOps Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:14:16.614958+02:00'
https://thenewstack.io/cloud-cost-management-for-devops:
  title: 'thenewstack.io: Cloud Cost Management for DevOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on practical actions DevOps engineers can implement to control
    runaway cloud infrastructure budgets. Key solutions analyzed include automated
    cluster rightsizing, native autoscaling features, orphan volume deletion, and
    enforcing namespace resource quotas.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes:
  title: 'thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes'
  description: ''
  year: '2022'
  stars: 1
  ai_summary: An analytical guide on auditing actual cloud environment states against
    declarative IaC templates. Details the recovery mechanics necessary to align divergent
    environments programmatically.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Drift Detection
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfiguration-woes:
  title: 'thenewstack.io: Cloud Engineers Try Policy-as-Code to Cure Misconfiguration
    Woes'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details the growth of Policy-as-Code (PaC) tooling like Open Policy
    Agent (OPA) and Kyverno in preventing critical cloud misconfigurations before
    runtime. By integrating deterministic rule engines directly into continuous integration
    loops, platform engineers enforce compliance and security invariants shift-left.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Security & Governance
  - Policy-as-Code
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-developers:
  title: 'thenewstack.io: Cloud Foundry Summit: Kubernetes Must Do Better by Developers'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Critique of the Kubernetes developer experience from the Cloud Foundry
    Summit, highlighting the platform's high cognitive load. Contrast Curator Insight
    (advocating for PaaS-like abstraction layers) with Live Grounding (the evolution
    toward Platform Engineering and internal developer portals like Backstage).
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Experience
  - PaaS
  - Developer Ergonomics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes:
  title: 'thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Architectural breakdown of Cloud Manager, analyzing its design as a
    next-generation multi-cloud Platform-as-a-Service (PaaS) built directly on top
    of Kubernetes operators to streamline resource orchestration.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Multi-Cloud
  - PaaS Framework
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-based-devel.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes:
  title: 'thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on
    Kubernetes'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines structural paradigm shifts from VM-level backups to container-native,
    application-aware snapshots inside Kubernetes. Outlines how to decouple configuration
    matrices from underlying persistent storage objects for scalable restoration.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal:
  title: 'thenewstack.io: Cloud Native Debugging Challenges: From Local to ‘Remocal’'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploration of modern 'remocal' debugging practices. Discusses challenges
    when scaling local machine setups to handle enterprise microservice architectures,
    and evaluates modern networking proxying technologies.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Developer Experience
  - Remote Debugging
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-based-devel.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes:
  title: 'thenewstack.io: Cloud Native Identity and Access Management in Kubernetes'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Examines identity federation, user access management, and internal service-to-service
    authentication models. Curator insight details mapping cluster roles directly
    to organizational single sign-on identities. Live grounding indicates that decentralized
    identity and modern authentication are critical to maintaining least privilege
    in high-scale infrastructure.
  language: en
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 823362f9564345fdbbff53890279176349ab7077c7d23a6108394ff8d5fa81f8
  health_score: 100.0
  last_checked: 1779034507.069754
  needs_ai_refresh: true
  hierarchy:
  - Security
  - Identity and Access Management
  - Access Control
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:15:07.069754+02:00'
https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing:
  title: "thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Highlights the business-critical benefits of transitioning to a cloud-native
    compute model. Focuses on cloud-provider independence via portable API standards,
    massive efficiency gains from auto-scaling resources, and drastically improved
    fault tolerance compared to traditional legacy VMs.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Industry Standards
  - Market Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explained:
  title: 'thenewstack.io: The Cloud Native Landscape: Platforms Explained'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Demystifies the CNCF cloud-native interactive landscape by categorizing
    platform layer elements. Distinguishes Kubernetes distributions, managed Kubernetes
    offerings, private clouds, and application-level platform abstractions (PaaS)
    to aid enterprise architects in technology selection.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - CNCF Ecosystem
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-solutions:
  title: "thenewstack.io: The most popular cloud native solutions \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive market landscape report detailing leading cloud-native
    storage technologies. It provides a strategic comparison of software-defined storage
    (SDS) frameworks, helping architects choose between hyper-converged, container-attached,
    or external enterprise storage arrays.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Ecosystem Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge:
  title: 'thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive perspective from Cloudian highlighting Kubernetes standardization
    as the foundational component of modern edge architecture. It analyzes strategies
    to coordinate hybrid storage clusters safely across remote zones.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge Computing
  - Standards
  - Cloudian
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - edge-computing.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments:
  title: 'thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory technical overview of the Kubernetes Cluster API (CAPI)
    subproject. The article clarifies how CAPI leverages the Kubernetes operator pattern
    to deliver declarative, API-driven cluster creation, configuration, and management
    across heterogeneous cloud providers, establishing a unified control plane for
    multi-cluster operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Cluster API
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge:
  title: 'thenewstack.io: CNCF Prometheus Agent Could Be a ‘Game Changer’ for Edge'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the operational and cost-efficiency impacts of deploying Prometheus
    Agent Mode at edge scale. Reviews real-world tests illustrating drastic RAM reductions
    during dynamic cloud metrics forwarding.
  language: None
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Edge Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops:
  title: 'thenewstack.io: CNCF Working Group Sets Some Standards for ‘GitOps’'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explains the founding and objectives of the CNCF GitOps Working Group
    (OpenGitOps). Identifies the official principles of GitOps: declarative configurations,
    versioned and immutable, pulled automatically, and continuously reconciled.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Standards
  - CNCF
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad:
  title: 'thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Conductor's migration case study detailing their pivot from Kubernetes
    to Nomad. Cites improvements in scheduling speeds, cluster maintenance overhead,
    and developer iteration cycles.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform:
  title: 'thenewstack.io: Configuring the Google Cloud Platform for High Availability'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architectural playbook on designing high-availability systems on GCP,
    describing regional failovers, managed instance groups, cloud load balancing strategies,
    and automated scaling policies.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - High Availability
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - GoogleCloudPlatform.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/container-best-practices-what-they-are-and-why-you-should-care:
  title: 'thenewstack.io: Container Best Practices: What They Are and Why You Should''
    Care'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 64be31de018bb819271f8319517f1bec046eb8a88efcd0cddb0dd9ff4e6bd6bf
  health_score: 100.0
  last_checked: 1779030115.539514
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/container-managers.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:01:55.539514+02:00'
https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks:
  title: 'thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This New Stack overview details how Cloud Native Buildpacks simplify
    the containerization ecosystem by abstracting away the operational complexities
    of writing and maintaining optimized Dockerfiles. It covers the mechanics of builder
    configurations, run images, and layer rebasing—allowing immediate security patching
    without rebuilding the source.
  language: Markdown
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Continuous Integration
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/containers/container-best-practices-what-they-are-and-why-you-should-care:
  title: 'thenewstack.io: Container Best Practices: What They Are and Why You Should
    Care'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive catalog of enterprise-level design guidelines for developing
    containerized workloads. It focuses on minimized base images, rootless execution
    models, multi-stage compilation patterns, environment variable isolation, and
    automated vulnerability scanning at the repository layer.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containerization
  - Fundamentals
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/containers/how-to-share-data-between-docker-containers:
  title: 'thenewstack.io: How to Share Data Between Docker Containers'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational guide on sharing directories across container environments.
    Compares named volumes and host bind mounts, detailing permission and isolation
    boundaries.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Docker Networking & Volumes
  - Volumes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas:
  title: 'Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Describes the strategic value proposition of leveraging Crossplane to
    design highly tailored, enterprise-grade internal Platform-as-a-Service (PaaS)
    engines. Explains how platform teams can abstract away raw cloud-provider APIs,
    presenting developers with simplified, customized APIs (Compositions) that ensure
    automated compliance and operational consistency.
  language: Agnostic
  resource_type: Conceptual Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Platform-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crossplane.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree:
  title: 'thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec
    Disagree'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article explores organizational conflicts between software developers
    and Application Security teams. Evaluates how toolchain fragmentation, speed-driven
    deadlines, and lack of common telemetry lead to security debt, proposing integrated
    IDE-level feedback loops.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers:
  title: 'thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines Cycle.io's developer-focused abstractions. Covers native DNS
    setup, cluster security, and private container registries without relying on K8s
    operators.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Alternatives
  - Cycle.io
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes:
  title: 'thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Interview covering Cycle.io's structural strategy to bypass Kubernetes
    orchestration entirely. Emphasizes unified UI and declarative container deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Alternatives
  - Cycle.io
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization:
  title: 'thenewstack.io: Data on Kubernetes: Operators, Tools Need Standardization'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the standardization movements inside the Data on Kubernetes
    Community (DoKC). Outlines the need for common operator API interfaces, uniform
    lifecycle states, and shared storage specifications for databases.
  language: English
  resource_type: Technical Commentary
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Kubernetes Operators
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/data-on-kubernetes-the-next-frontier:
  title: 'thenewstack.io: Data on Kubernetes: The Next Frontier'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Tracks the expansion of the 'Data on Kubernetes' (DoK) movement. Highlights
    how native operator progress and persistent storage plugins are enabling enterprise
    organizations to containerize databases, stream analytics, and run ML model pipelines
    directly on K8s clusters.
  language: Conceptual
  resource_type: Market Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Data on Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth:
  title: 'thenewstack.io: Database-as-a-Service: A Key Technology for Agile Growth'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates how the adoption of cloud-native DBaaS increases deployment
    velocity for modern, distributed engineering organizations by abstracting routine
    scaling and maintenance behind APIs.
  language: English
  resource_type: Market Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - DBaaS
  - Market Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture:
  title: "thenewstack.io: How Database Load Balancing Completes the 3-Tiered Architecture
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the traditional 3-tier architecture to detail why decoupling
    query routing from application layers via dedicated database load balancers is
    essential. Examines how custom routing mitigates split-brain scenarios and ensures
    reliable active-passive replication failover.
  language: English
  resource_type: Technical Analysis
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/databases-finally-get-containerized:
  title: 'thenewstack.io: Databases — Finally — Get Containerized'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews the technological shift from simple stateless containerized
    microservices to orchestrating complex distributed database engines on Kubernetes
    using persistent storage interfaces (CSI) and local persistent volumes.
  language: English
  resource_type: Historical Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer:
  title: 'thenewstack.io: Defend the Core: Kubernetes Security at Every Layer'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides an architectural approach to layered container defense. Examines
    the integration of secure hardware baselines, API rate limiting, network-level
    firewalls, and runtime analysis agents.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Defense in Depth
  - Cluster Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-next-decade:
  title: 'thenewstack.io: Defining a Different Kubernetes User Interface for the Next
    Decade'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Discusses the evolution of the Kubernetes API and the growing necessity
    for user interfaces that abstract the complex YAML declarations. Explores trends
    like custom controllers, platform wrappers, and programmatic DSLs to simplify
    operations for non-expert system developers.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry:
  title: 'thenewstack.io: Demystifying Distributed Traces in OpenTelemetry'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive publication illuminating the mechanics of trace context propagation
    and span relationships inside distributed applications. Explains how trace-headers
    flow seamlessly across HTTP/gRPC transport boundaries.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - OpenTelemetry
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s:
  title: 'thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A step-by-step guide outlining how to install, configure, and scale
    MicroK8s on an Ubuntu Server environment. It demonstrates the simplicity of setting
    up multi-node local clusters with high availability (dqlite-backed control planes)
    using snap commands.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer:
  title: 'thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This step-by-step article illustrates how Portainer's web UI can be
    utilized to deploy a persistent application (e.g., WordPress with MySQL) onto
    a Kubernetes cluster. It demystifies the setup of Persistent Volume Claims (PVCs),
    service ingress, and network isolation, mapping these complex Kubernetes abstractions
    into accessible dashboard steps. It serves as an excellent onboarding tutorial
    for operations teams adapting to K8s paradigms.
  language: Markdown
  resource_type: Article
  complexity: Medium
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes
  - Container Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation:
  title: 'thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to orchestrate the deployment of the Gremlin chaos engineering
    agent across EKS worker nodes using CloudFormation. The setup helps operators
    proactively identify infrastructure failure modes through controlled agent-driven
    network and CPU stress tests.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Reliability Engineering
  - Chaos Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development:
  title: 'thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical tutorial covering the setup of Canonical's MicroK8s on local
    environments coupled with the enablement of the official Kubernetes Web UI (Dashboard).
    The guide details how MicroK8s' single-command add-on framework simplifies cluster
    observability and bootstrapping for developers.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster:
  title: 'thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Addresses networking patterns required to expose in-cluster containerized
    MongoDB services to external application clients safely, discussing NodePorts,
    external LoadBalancers, and routing constraints.
  language: YAML
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Kubernetes Networking
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - nosql.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker:
  title: 'thenewstack.io: Deploy MySQL and phpMyAdmin with Docker'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical tutorial for setting up local developer environments with
    Docker Compose. Pairs a standard MySQL instance with phpMyAdmin for rapid schema
    prototyping and database visualization.
  language: YAML
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Relational Databases
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd:
  title: 'thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores deploying resilient, stateful microservices using Ondat (formerly
    StorageOS) as a persistent software-defined storage layer combined with Flux for
    deployment state synchronization. Live Grounding notes that while Ondat offered
    advanced CSI-driven capabilities, consolidation in the cloud-native storage sector
    has shifted focus toward alternatives like Longhorn, Rook/Ceph, or cloud-managed
    block storage.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Storage & Databases
  - Cloud-Native Storage
  - Stateful GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - flux.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/deploying-microsofts-new-linux-distribution-as-a-vm-is-not-easy:
  title: 'thenewstack.io: Deploying Microsoft’s New Linux Distribution as a VM is
    Not Easy'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Critical technical evaluation of deploying Microsoft's CBL-Mariner (Azure
    Linux) inside standalone virtual environments. Highlights physical complexity
    patterns against containerized native benefits.
  language: None
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operating Systems
  - Azure Linux
  - CBL-Mariner
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience:
  title: 'thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve
    System Resilience'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the development of a daily scheduled reporting workflow for
    Chaos Mesh. Explains how to parse and visualize test experiment outcomes, providing
    automated resilience scores and history charts for technical stakeholders.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Telemetry Systems
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook:
  title: 'thenewstack.io: Developer, Beware: The 3 API Security Risks You Can’t Overlook'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Highlights three critical, often-overlooked API vulnerabilities: Broken
    Object Level Authorization (BOLA), logging/monitoring failures, and missing rate
    limit configurations.'
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Security
  - Threat-Modeling
  - Risks
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code:
  title: 'thenewstack.io: Developers Put AI Bots to the Test of Writing Code'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Empirical evaluation measuring code-generation accuracy across popular
    AI engines. Examines compiler error rates, structural vulnerabilities, and the
    necessity of developer supervision in AI workflows.
  language: English
  resource_type: Empirical Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: d401f0db0ded98671a117bf8fcf8d5f0aa08ceb65ff1a5d608e6105c4ccb3300
  health_score: 100.0
  last_checked: 1779032289.788508
  needs_ai_refresh: true
  hierarchy:
  - Software Engineering
  - AI-Assisted Operations
  - Code Generation Quality
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:38:09.788508+02:00'
https://thenewstack.io/development-introduction-to-git-logging:
  title: 'thenewstack.io: Development: Introduction to Git Logging'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A beginner's guide to git log features. Covers command-line options
    like `--oneline`, `--graph`, `--author`, and date filtering to easily search project
    history.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Logging
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery:
  title: 'thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the future of software delivery, highlighting platforms that
    reduce developer friction. Discusses using Kubernetes operators, declarative configurations,
    and AI-assisted deployment systems to handle hybrid-cloud setups.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps Methodology
  - Industry Trends
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/devops-burnout-try-platform-engineering:
  title: 'thenewstack.io: DevOps Burnout? Try Platform Engineering'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the systemic developer and operator burnout under traditional
    DevOps 'you build it, you run it' mandates when misapplied. Proposes platform
    engineering as the structural remedy, introducing cognitive load reduction via
    paved paths and automated self-service layers.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Organizational Culture
  - DevOps Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure:
  title: 'thenewstack.io: DevOps, DevApps and the Death of Infrastructure'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the paradigm shift toward absolute infrastructure abstraction
    under serverless, edge runtime, and 'DevApps' architectures. Critically analyzes
    how shifting infrastructure concerns to managed platforms permits developers to
    execute pure, decoupled business logic without runtime overhead.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop:
  title: 'thenewstack.io: DevOps Is Fed by a Tools Culture Loop'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An analytical piece exploring the recursive feedback loop between DevOps
    tooling evolution and organization culture. It details how daily engineering workflows
    drive tool adoption, which recursively shapes collaboration patterns and deployment
    philosophies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Platform Engineering
  - Methodology & Culture
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops-tools.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/devops-observability-from-code-to-cloud:
  title: 'thenewstack.io: DevOps Observability from Code to Cloud'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explores the end-to-end integration of monitoring from local development
    runtime environments, continuous integration tests, through final production multi-cluster
    footprints. Curator Insight: Comprehensive code-to-runtime lineage. Live Grounding:
    Provides the model for developers looking to add tracing metrics directly into
    source code repos.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Observability
  - Continuous Telemetry
  - Code to Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads:
  title: 'thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for
    Kubernetes Workloads'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Advocates for implementing database-consistent backup workflows within
    DevSecOps delivery pipelines. Details the structural flaws of restoring crash-consistent
    volumes, pushing for runtime isolation during live backup sessions.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Data Protection
  - Application Consistency
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve:
  title: 'thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how DevSpace simplifies cluster testing for backend teams by
    replacing complex kubectl calls and image building scripts with high-performance,
    real-time file-reloading profiles.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - DevSpace Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-based-devel.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers:
  title: 'thenewstack.io: DigitalOcean App Platform Eases Kubernetes Deployments for
    Developers'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This technical review evaluates how the DigitalOcean App Platform utilizes
    native Kubernetes under the hood. It explains how DO managed to build a serverless
    PaaS that hides operational complexities like ingress configurations and TLS certificate
    rotation. The platform simplifies containerized app pipelines for teams without
    dedicated platform engineers.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - PaaS
  - DigitalOcean
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - digitalocean.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/disaster-recovery-is-different-for-the-cloud:
  title: 'thenewstack.io: Disaster Recovery Is Different for the Cloud'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights the key differences between legacy cold-standby disaster
    recovery models and modern, cloud-native active-active paradigms. Highlights regional
    replication, automatic failover orchestration, and chaotic failure injection.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Disaster Recovery
  - Cloud-Native
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/distributed-database-architecture-what-is-it:
  title: 'thenewstack.io: Distributed Database Architecture: What Is It?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-density theoretical guide investigating distributed database
    mechanics. Explores horizontal database partitioning (sharding), multi-region
    replication architectures, network split mitigation, and consistency profiles
    matching the CAP Theorem.
  language: English
  resource_type: Conceptual Analysis
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - Distributed Systems
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained:
  title: 'thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Curator Insight compares relational databases (RDS) and non-relational
    databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational
    constraints and ACID compliance against horizontal scaling and key-value performance.
    Recommended for architects mapping domain data requirements to cloud storage options.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: f2a136927cd8de34b8bd9de732ccec16ca9d779cee153e1e254742849018629d
  health_score: 100.0
  last_checked: 1779033976.672261
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:06:16.672261+02:00'
https://thenewstack.io/do-i-really-need-kubernetes:
  title: "thenewstack.io: Do I Really Need Kubernetes? \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Offers a pragmatic architectural counter-argument to automatic Kubernetes
    adoption. Evaluates alternatives such as managed serverless containers (ECS, Cloud
    Run) and PaaS solutions, analyzing whether the infrastructure scale justifies
    K8s operational complexity and platform engineering overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Technology Assessment
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vms:
  title: "thenewstack.io: Does Kubernetes Really Perform Better on Bare Metal vs.
    VMs? \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates performance metrics, latency bottlenecks, and hypervisor
    overhead costs. Compares control plane efficiency on bare-metal architectures
    versus standard virtualization structures.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Infrastructure Sizing
  - Bare Metal vs VM
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead:
  title: 'thenewstack.io: Don’t Pause Your Kubernetes Adoption ― PaaS It Instead!'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines the strategic pivot from raw Kubernetes orchestration to internal
    Developer Platforms (IDPs) and Platform-as-a-Service (PaaS) abstraction layers.
    It outlines how modern organizations mitigate administrative complexity and boost
    developer velocity by embedding platform engineering paradigms over raw manifest
    management, preventing 'Kubernetes fatigue' while retaining foundational orchestrator
    capabilities.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - PaaS
  - Adoption Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes:
  title: "thenewstack.io: CI/CD with kubernetes \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An extensive technical eBook detailing the evolution of CI/CD systems
    towards native Kubernetes integrations. Covers GitOps patterns, isolated build
    containers, pipeline security principles, and multi-tenant resource controls.
  language: English
  resource_type: Book
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git:
  title: 'thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores how to incorporate database changes into GitOps pipelines.
    Focuses on integrating declarative schema tools like Liquibase and Flyway to execute
    database rollouts and rollbacks safely.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Database Deployments
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/end-user-tracing-in-a-skywalking-observed-browser:
  title: 'thenewstack.io: End-User Tracing in a SkyWalking-Observed Browser'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 16d66ac3dbf3f2683a3a8d2bf2cea953c4cbe90ea1098b0672583e44bc0b25ca
  health_score: 100.0
  last_checked: 1779030228.437685
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/monitoring.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:03:48.437685+02:00'
https://thenewstack.io/error-handling-from-backends-to-the-frontend:
  title: 'thenewstack.io: Error Handling from Backends to the Frontend'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive guide on structuring robust API error propagation from
    backend databases to frontend applications. Explores standardization of status
    payloads to ensure consistent client-side recovery states.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Architecture
  - Error Handling Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/exploring-the-new-kubernetes-maturity-model:
  title: 'thenewstack.io: Exploring the New Kubernetes Maturity Model'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Breaks down the Kubernetes Maturity Model, detailing how enterprise
    organizations advance through distinct phases: from initial installation, custom
    configuration, security hardening, to multi-cluster orchestration and automated
    operational models.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Strategy
  - Maturity Models
  - Enterprise Adoption
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services-api:
  title: 'thenewstack.io: Extending Kubernetes Services with Multi-Cluster Services
    API'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the Multi-Cluster Services (MCS) API. Analyzes cross-cluster
    traffic routing mechanisms and explains how to publish and consume services spanning
    multiple Kubernetes environments.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Multi-Cluster
  - MCS-API
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan:
  title: 'thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Reviews the legacy integration of Snyk''s scanning engine directly
    within the Docker engine using the `docker scan` command. Guides developers on
    optimizing local feedback loops to identify and patch system flaws immediately
    at build time. Note: While docker scan syntax has evolved, the architectural concept
    of local auditing remains standard.'
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs:
  title: 'thenewstack.io: Finout Gets a Handle on Kubernetes Costs'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Reviews Finout's capability to combine multiple cloud invoices (such
    as AWS, Snowflake, Datadog) and Kubernetes metrics into a single interface. Demonstrates
    how to link infrastructure spend directly to actual business unit metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Cost Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd:
  title: 'thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights four practices key to successful organizational adoption
    of CI/CD, highlighting incremental changes, container isolation, comprehensive
    testing suites, and KPI tracking.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/from-devops-to-devapps:
  title: "thenewstack.io: From DevOps to DevApps. Event-Driven Architecture \U0001F31F"
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Highlights the adoption of asynchronous architectures. Demonstrates
    how event-driven loops alter traditional deployments, replacing synchronous HTTP
    endpoints with resilient event streaming pipelines.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Event-Driven
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration:
  title: 'thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless''
    Dev/Prod Integration'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical article examining Garden's approach to developer workflow
    automation on Kubernetes. It explains how Garden utilizes graph-based build-test-deploy
    cycles to unify development environments with production-grade setups.
  language: Markdown
  resource_type: Article / Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 6138359827ec7deae5180bd8db1920cacf98607503f65131de8825cfce9f4dca
  health_score: 100.0
  last_checked: 1779030346.333916
  needs_ai_refresh: true
  hierarchy:
  - Application Lifecycle
  - Deployment Frameworks
  - Developer Platforms
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:05:46.333916+02:00'
https://thenewstack.io/getting-open-policy-agent-up-and-running:
  title: 'thenewstack.io: Getting Open Policy Agent Up and Running'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pragmatic guide detailing bootstrap procedures for deploying Open
    Policy Agent (OPA) inside production systems. Guides the reader through daemon
    configuration, loading external data contexts, and integrating policy enforcement
    into Kubernetes via the Gatekeeper admission controller framework.
  language: Rego
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 8b16e6bb5f68ff88ecbec28ebc0bba99e9f3450b148bbeef252cfd8cfecb6375
  health_score: 100.0
  last_checked: 1779030991.145654
  needs_ai_refresh: true
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:16:31.145654+02:00'
https://thenewstack.io/getting-started-with-gitops:
  title: 'thenewstack.io: Getting Started with GitOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory technical primer on GitOps methodologies. Details the
    fundamental mechanics of Git acting as the single source of truth for declarative
    systems. Illustrates reconciliation loops, automated state synchronization, and
    active software agents constantly pulling configuration updates directly from
    remote version-control systems.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/getting-started-with-go-and-influxdb:
  title: 'thenewstack.io: Getting Started with Go and InfluxDB'
  description: ''
  year: N/A
  stars: 0
  ai_summary: A practical introduction to pushing time-series metrics from Go applications
    to InfluxDB. Essential for engineering robust observability pipelines inside distributed
    microservices.
  language: en
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: d6a82f687e26bc392bf007f481444b8a88e32779ea78f9c94ab175b46a9944f9
  health_score: 100.0
  last_checked: 1779033503.808319
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native Languages
  - Go
  - Storage Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:58:23.808319+02:00'
https://thenewstack.io/git-for-managing-small-projects:
  title: "thenewstack.io: Git for Managing Small Projects \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains how to scale down Git processes to streamline individual workflows
    and small-team projects. Emphasizes maintaining lightweight branch schemes without
    the overhead of heavy enterprise processes.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for-developers:
  title: 'thenewstack.io: GitHub Copilot: A Powerful, Controversial Autocomplete for
    Developers'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical overview of the productivity opportunities and structural
    controversies introduced by the early deployment of Copilot. Examines the tension
    between automated code reuse and copyright licensing schemes. Explores the initial
    legal definitions of AI-generated content.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Technology Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/gitops-as-an-evolution-of-kubernetes:
  title: 'thenewstack.io: GitOps as an Evolution of Kubernetes'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Traces the structural evolution of continuous delivery. Evaluates how
    traditional imperative deployment systems naturally paved the way for declarative,
    Kubernetes-native GitOps reconciliation engines as systems grew in complexity.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux:
  title: 'thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and
    Flux'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walkthrough for setting up self-hosted GitOps pipelines
    on homelabs or small clusters using Flux. Highlights automated deployment routines
    and resource orchestration.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - flux.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux:
  title: 'thenewstack.io: GitOps on Kubernetes: Deciding Between Argo CD and Flux'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Evaluates the architectural differences, strengths, and trade-offs
    of the two dominant GitOps controllers: ArgoCD and FluxCD. Compares ArgoCD''s
    powerful web UI and multi-tenancy model against Flux''s lightweight, decentralized,
    and Kubernetes-native approach.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - Tool Comparison
  - ArgoCD vs FluxCD
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/gitops-use-cases-you-may-not-have-considered:
  title: 'thenewstack.io: GitOps Use Cases You May Not Have Considered'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes non-standard use cases for GitOps beyond basic Kubernetes resource
    syncing, including infrastructure-as-code management, security policy enforcement,
    and database schema migrations. Emphasizes utilizing git commits as an audit trail
    for non-traditional operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Applications
  - Advanced Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/gitpod-brings-automated-environments-to-jetbrains-ides:
  title: 'thenewstack.io: Gitpod Brings Automated Environments to JetBrains IDEs'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: aafc02559d49afbc15700225ef53358b4c1b38ff068b23c786510c21fd48849d
  health_score: 100.0
  last_checked: 1779031327.259139
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/visual-studio.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:22:07.259139+02:00'
https://thenewstack.io/gitpod-open-sources-a-holistic-ide:
  title: ==Gitpod Open Sources a ‘Holistic IDE’==
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Chronicles Gitpod's transition to open source, highlighting pre-configured,
    ephemeral development environments running as secure containerized workspaces.
    It serves as a core model for modern cloud-based development environments (CDE).
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 402885f7f87b78cd77d25093e48eeefb8def24726a41d0342d73f5bb7f6325b8
  health_score: 100.0
  last_checked: 1779030846.626551
  needs_ai_refresh: true
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:14:06.626551+02:00'
https://thenewstack.io/gitpod-openvscode-server-brings-visual-studio-code-to-the-browser:
  title: 'thenewstack.io: GitPod OpenVSCode Server Brings Visual Studio Code to the''
    Browser'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: c0cca13454948acb31145ec415ba5754f965d2a0530d0b6319c31be0d132f259
  health_score: 100.0
  last_checked: 1779030172.326332
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/visual-studio.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:02:52.326332+02:00'
https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets:
  title: "thenewstack.io: GoDaddy’s Project to Secure, Rotate Kubernetes Secrets \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 38f90e49141bddf744cc5c548995b81e0f1ac63bd5b660ee46a31afee8ce93de
  health_score: 100.0
  last_checked: 1779032971.094057
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/devsecops.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:49:31.094057+02:00'
https://thenewstack.io/google-and-oracle-cloud-adoption-doubles-among-enterprises-3:
  title: 'thenewstack.io: Are Private Clouds Proliferating?'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines enterprise hybrid cloud data, highlighting why many organizations
    continue to maintain, build, or modernize private clouds alongside public cloud
    footprints. Looks at compliance, data sovereignty, predictable workloads, and
    hybrid architectures (e.g. Anthos, Outposts).
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Private Cloud
  - Hybrid Cloud Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/google-axion-kubernetes-arm:
  title: A year in, Google wants its Axion processors to feel like a scheduling decision
  description: Evaluating Google's custom, Arm-based Axion CPU inside Google Kubernetes
    Engine (GKE) production environments.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: A key operational analysis of custom cloud CPU scaling,
    explaining how ARM execution inside Kubernetes has matured from an engineering
    migration into a simple GKE scheduling choice. Live Grounding (MCP): Case studies
    show that GKE''s compute classes enable seamless dynamic routing between Axion
    and x86 node pools, drastically optimizing cluster operations by focusing on cost-efficiency
    metrics like tokens per watt for high-throughput workloads.'
  language: English
  resource_type: article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 51f44d47bf673c4be9444300d252711505558e30a705969bd68aea9fcfd1a873
  health_score: null
  last_checked: 1780352705.314724
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes Platforms
  - Custom Silicon and ARM
  tags:
  - CASE STUDY
  - GUIDE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: kubernetes
  reputation_status: Vetted
  reputation_summary: Highly valued resource in cloud-native circles, illustrating
    the mature, production-grade state of Google's custom ARM silicon.
  social_preview_url: https://cdn.thenewstack.io/media/2026/04/b24017f0-thumbnail-5.png
  source_provenance: X.com (GoogleCloud)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:25:05.314724+02:00'
https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd:
  title: 'thenewstack.io: Google Introduces ClusterFuzzLite Security Tool for CI/CD'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural review covering Google's release of ClusterFuzzLite, highlighting
    its strategic value in shifting fuzz testing left directly into GitHub Actions
    or other CI runners.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Static Analysis
  - Fuzzing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale:
  title: 'thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Google's massive-scale SRE methodologies. Detail-oriented profile
    covering how Google applies engineering to operations, manages error budgets across
    global infrastructures, and structures on-call shifts to protect engineering sanity.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Enterprise Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/google-traffic-director-and-the-l7-internal-load-balancer-intermingles-cloud-native-and-legacy-workloads:
  title: '**Google Traffic Director** and the **L7 Internal Load Balancer** Intermingles
    **Cloud Native** and **Legacy Workloads**'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Details how Traffic Director and L7 internal load balancers connect
    Kubernetes workloads with legacy VM clusters. Enables smooth migration paths and
    consistent service discovery across hybrid networks.
  language: None
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - Integration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/googles-new-autopilot-for-kubernetes:
  title: 'thenewstack.io: Google’s New ‘Autopilot’ for Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical comparison contrasting GKE Standard and GKE Autopilot
    models. Outlines the security boundaries imposed by Autopilot (restricting root-level
    DaemonSets and direct SSH access) in exchange for hands-off resource optimization.
    Highly relevant for platform architects auditing cluster governance models.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Operational Tradeoffs
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/governance-risk-and-compliance-with-kubernetes:
  title: 'thenewstack.io: Governance, Risk and Compliance with Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the intersection of standard IT compliance frameworks (such
    as SOC 2 and ISO 27001) with Kubernetes infrastructure. Details how to implement
    policy-as-code controllers (OPA, Kyverno) to programmatically validate compliance
    policies in real-time.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Compliance
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts:
  title: 'thenewstack.io: Grafana 7.5: Controversial Pie Charts and Loki Alerts'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the product enhancements shipped in Grafana 7.5, specifically
    focusing on native alert rule management inside Grafana Loki. It explains how
    these features simplified developer logging workflows and improved basic dashboard
    presentation elements.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Visualization
  - Product Updates
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations:
  title: 'thenewstack.io: Grafana 8.0 Rethinks Alerts and Visualizations'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An technical review examining Grafana 8.0's visualization panel system
    and unified alerting engine. The article details how these visual rendering upgrades
    improved dashboard performance and standardized monitoring logic across multiple
    telemetry backends.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Visualization
  - Unified Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stack:
  title: "thenewstack.io: Grafana Adds Logging to Its Enterprise Observability Stack
    \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Highlights the commercial introduction of Grafana Loki as part of the
    Grafana Enterprise Observability Stack. This development unified metrics and logging
    in a single pane of glass, accelerating incident root-cause analysis for operations
    engineering teams.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Log Management
  - Grafana Loki
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization:
  title: 'thenewstack.io: Grafana Is Not Worried About AWS Commercialization'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the strategic relationship between Grafana Labs and AWS regarding
    the Managed Grafana service. Live grounding verifies that despite initial fears
    of commercial erosion, AWS partnership validated Grafana's cloud-native dominance
    and expanded its enterprise reach, establishing a co-existence model.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Cloud & Enterprise Partnerships
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics:
  title: 'thenewstack.io: Grafana 8.2 Wants to ‘Democratize’ Cloud Native Metrics'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Overview of Grafana 8.2’s features aiming to democratize access to metrics
    modeling. Focuses on integrated Prometheus alerting logic and simplification of
    visual dashboards for standard dev teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Platform Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs:
  title: 'thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes
    Costs'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Discusses Grafana's work to build native cost-monitoring tools directly
    into standard monitoring dashboards. Explores using Prometheus metrics from OpenCost
    to display cluster financial trends alongside hardware utilization data.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Observability Integrations
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation:
  title: 'thenewstack.io: Growing Adoption of Observability Powers Business Transformation'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Discusses the business impact of transitioning from legacy IT system
    silo monitoring to real-time, unified observability, showing direct correlation
    to improved MTTR and customer satisfaction. Curator Insight: Business-case advocacy
    for modernizing monitoring. Live Grounding: Helps senior managers secure financial
    backing for large-scale APM transformations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Business Strategy
  - Adoption
  - Value Realization
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-performance:
  title: 'thenewstack.io: Guido van Rossum’s Ambitious Plans for Improving Python
    Performance'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Analyzes the planned compiler optimizations and structural
    runtime revisions designed by Guido van Rossum to accelerate CPython.

    Live Grounding: Evaluates the bytecode specialization mechanisms, tier-based optimization
    paths, and modern JIT integration designed to double standard runtime performance.'
  language: Python
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Python Runtime
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code:
  title: 'thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies foundational interfaces—GUIs, CLIs, and APIs—used in automated
    provisioning workflows. Details how modern declarative execution pipelines abstract
    these layers to guarantee predictable environment configurations.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster:
  title: 'thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the
    Cluster'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Discusses the design choice of running HAProxy controllers outside the
    boundaries of the core Kubernetes cluster. Exposes cluster services to external
    networks while protecting control-plane components. Live Grounding confirms this
    topology is highly valued by security teams who prefer dedicated edge tiers separating
    internal cluster resources from the public internet.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws:
  title: 'thenewstack.io: HashiCorp Adds Consul and Vault to Cloud Platform for AWS'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Launches fully managed Consul and Vault offerings on the HashiCorp Cloud
    Platform (HCP) integrated with AWS. This allows engineering teams to leverage
    secure secret storage and high-performance service mesh patterns without operational
    cluster overhead. Architecturally, it integrates seamlessly into AWS VPC routing
    and transit gateway topologies.
  language: English
  resource_type: SaaS Integration
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Security & Service Mesh
  - HashiCorp HCP
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets:
  title: 'thenewstack.io: HashiCorp Vault Operator Manages Kubernetes Secrets'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An analytical study examining security profiles using the Vault Secrets
    Operator. It dissects architectural topologies where dynamic secrets are mirrored
    from external secret hubs to native pods, validating zero-trust posture across
    cloud infrastructures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Secret Management
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue:
  title: 'thenewstack.io: HashiCorp Releases HCP Vault to Combat ‘Secrets Management’
    Fatigue'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the HashiCorp Cloud Platform (HCP) Vault managed service.
    Grounding analysis confirms HCP Vault successfully combats secrets management
    fatigue by abstracting cluster synchronization, Raft-based storage operations,
    upgrades, and multi-region disaster recovery, presenting a highly scalable option
    for enterprises needing Vault capabilities without the operational overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - Cloud Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-multicloud:
  title: "thenewstack.io: Have Containers Will Travel: Why GitOps Is Essential for
    Multicloud \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights GitOps as the unifying abstraction Layer for multicloud operations.
    By standardizing Kubernetes configurations in Git, enterprises can seamlessly
    migrate, scale, and recover workloads across AWS, Azure, GCP, and bare metal with
    zero vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-airbnb-and-twitter-cut-back-on-microservice-complexities:
  title: 'thenewstack.io: How Airbnb and Twitter Cut Back on Microservice Complexities'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An analysis of how tech giants Airbnb and Twitter optimized their complex
    microservice architectures. Evaluates the strategic shift toward 'macroservices'
    or modular monoliths and the implementation of standardized service templates
    to lower cognitive overload and boost operational stability.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Microservices
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles:
  title: 'thenewstack.io: How Daily.Dev Built a Low-Budget Serverless Scraping Pipeline
    for Online Articles'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details how daily.dev constructed a cost-efficient article parsing ecosystem
    by combining serverless scraping pipelines, queue storage, and ephemeral container
    tasks.
  language: English
  resource_type: Case Study
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Serverless
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops:
  title: 'thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps'
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Explores how Deutsche Telekom automates and manages thousands of highly-distributed
    edge infrastructure deployments using GitOps paradigms. By defining edge environments
    declaratively in Git and leveraging tools like Argo CD and Flux, they ensure consistency
    and zero-touch provisioning across heterogeneous telecom nodes. This architecture
    significantly minimizes manual field configurations and limits configuration drift.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Orchestration
  - Edge Computing
  - GitOps Operations
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - customer.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-do-applications-run-on-kubernetes:
  title: 'thenewstack.io: How do applications run on kubernetes?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to the mechanics of running containers on Kubernetes.
    Maps the journey of a workload manifest from API parsing through scheduling to
    Kubelet execution.
  language: Go
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Runtime Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-do-authentication-and-authorization-differ:
  title: 'thenewstack.io: How Do Authentication and Authorization Differ?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Establishes clear architectural boundaries separating Authentication
    (AuthN - identity verification) and Authorization (AuthZ - permission validation).
    Maps out the operational mechanics of OIDC, OAuth 2.0, and RBAC models. Critical
    foundational knowledge for constructing clean abstraction boundaries in distributed
    application networks.
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access Management
  - Core Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-does-kubernetes-work:
  title: 'thenewstack.io: How does kubernetes work?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Clear, programmatic step-by-step breakdown of container deployment orchestration,
    detailing controller reconciliations, network namespaces, and service routing.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Core Kubernetes
  - Basics
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure:
  title: 'thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure'
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Details how continuous drift monitoring acts as a primary security perimeter
    control. Validating resource declarations against cloud runtimes prevents bad
    actors from executing persistence actions via untracked configuration edits.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Security
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-gitops-benefits-from-security-as-code:
  title: 'thenewstack.io: How GitOps Benefits from Security-as-Code'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the security advantages of GitOps delivery patterns over
    legacy imperative methods. By declaring configurations, networking policies, and
    security controls in Git, platforms can enforce continuous posture compliance
    and automated drift rollback.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - GitOps
  - Policy as Code
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre:
  title: 'thenewstack.io: How Is Platform Engineering Different from DevOps and SRE?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Dissects the distinct responsibilities, metrics, and overlaps between
    DevOps, Site Reliability Engineering (SRE), and Platform Engineering. Provides
    a clear taxonomy mapping showing how platform teams deliver the golden paths that
    SRE and DevOps practices operate upon.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Organizational Taxonomy
  - DevOps vs SRE
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure:
  title: 'thenewstack.io: How K3s, Portworx, and Calico Can Serve as a Foundation
    of Cloud Native Edge Infrastructure'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A systems design blueprint exploring how to combine the lightweight
    footprint of K3s with Calico's secure CNI network policies and Portworx's persistent
    distributed block storage at the edge.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge & IoT
  - Architecture Patterns
  - Edge Data Store
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems:
  title: 'thenewstack.io: How Keptn Automatically Configures Prometheus Ecosystems'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Keptn acts as a declarative orchestrator for Prometheus
    alerting rules and target configurations. Eliminates manual dashboarding by automatically
    auto-generating Prometheus metrics rules based on SLO profiles.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Lifecycle
  - Site Reliability Engineering
  - Monitoring Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - keptn.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution:
  title: 'thenewstack.io: How Kubernetes and Database Operators Drive the Data Revolution'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes how the Operator framework solves day-2 operations for complex
    databases. Explores built-in patterns for auto-tuning memory buffers, automated
    logical backups, and self-healing when cluster nodes become degraded.
  language: English
  resource_type: Technical Editorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Kubernetes Operators
  - Stateful Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications:
  title: 'thenewstack.io: How Kubernetes provides networking and storage to applications'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An foundational architectural piece detailing the convergence of network
    topology and volume storage systems within Kubernetes. It elucidates how the control
    plane decouples resource provisioning from consumption, making it an excellent
    primer for platform operators transitioning to container-native infrastructure.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks:
  title: 'thenewstack.io: How Kubernetes vulnerabilities have shifted since the first
    attacks'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A historical deep dive tracing the evolution of Kubernetes-native vulnerabilities
    and attack strategies. Explains how common exploits shifted from simple unauthenticated
    API endpoints towards highly sophisticated multi-stage privilege escalations and
    container escapes. Provides actionable insight for platform team threat modeling.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerability Management
  - Kubernetes History
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-opentelemetry-works-with-kubernetes:
  title: 'thenewstack.io: How OpenTelemetry Works with Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep-dive explaining OpenTelemetry deployment inside Kubernetes
    environments using collector agents. In 2026, the architectural standard utilizes
    the OpenTelemetry Operator to automatically inject instrumentation sidecars or
    daemons, simplifying distributed telemetry pipelines across microservices.
  language: Go
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: bd86f250e815f493371543763d2bb2183866bd5761f2019f67db5e51eaf547ff
  health_score: 100.0
  last_checked: 1779034228.999291
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native
  - Observability
  - OpenTelemetry
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:10:28.999291+02:00'
https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy:
  title: 'thenewstack.io: How Platform Ops Teams Should Think About API Strategy'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Offers a strategic framework for Platform Operations teams to treat
    APIs as internal products. Emphasizes standardizing API gateways, establishing
    governance via declarative gitops policies, and improving developer experience
    through portal automation.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Management
  - Platform Engineering
  - API Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases:
  title: 'thenewstack.io: How Radical API Design Changed the Way We Access Databases'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how modern schema-aware API clients, GraphQL adapters, and
    serverless proxy layers are replacing standard raw driver bindings, simplifying
    secure and high-performance database connection pooling.
  language: English
  resource_type: Architectural Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - Database Interfaces
  - API Design
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals:
  title: 'thenewstack.io: How a Service Mesh Can Help DevOps Achieve Business Goals'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates the enterprise ROI of adopting a service mesh, connecting
    technical features like retry mechanisms, request routing, and deep telemetry
    to business key performance indicators (KPIs) such as lower MTTR and accelerated
    release cadence.
  language: None
  resource_type: article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool:
  title: 'thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: f10dc204d22c803ec211962628a54a6d7b2052a8fb95acc17db1a07756348780
  health_score: 100.0
  last_checked: 1779034530.969834
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/qa.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:15:30.969834+02:00'
https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native:
  title: "thenewstack.io: How the SRE Experience Is Changing with Cloud Native \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses how the shift to highly dynamic microservices and declarative
    Kubernetes operators has changed SRE workloads. SREs now prioritize building internal
    control planes and standardizing platform telemetry over manual server patching.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Cloud Native Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-achieve-api-governance:
  title: 'thenewstack.io: How to Achieve API Governance'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Addresses the practical application of API Governance to prevent API
    sprawl and security vulnerability drift across large enterprises. The article
    recommends deploying automated linter tools (e.g., Spectral) to enforce style
    guides, centralized discovery catalogs, and standardized OAuth2 scopes. Successful
    governance guarantees consistency and predictable API consumption across highly
    distributed development teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Design
  - Strategic Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube:
  title: 'thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Teaches developers how to interpret SonarQube dashboards to discover
    common security vulnerabilities and code smells. Demonstrates optimization rules
    and quality profiles adjustment methods.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Vulnerability Assessment
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - sonarqube.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-choose-and-model-time-series-databases:
  title: 'thenewstack.io: How to Choose and Model Time Series Databases'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Deep dive into Time Series Database (TSDB) selection, comparing compression
    algorithms and write-heavy workloads. Discusses optimization techniques like rollups,
    downsampling, and indexing temporal event data.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Time Series
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - nosql.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd:
  title: 'thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical deployment guide focusing on initializing Kubeadm-driven
    clusters using containerd as the underlying Container Runtime Interface (CRI)
    instead of Docker. Explains config setup, namespace settings, and systemd integration.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Container Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless:
  title: 'thenewstack.io: How to Ensure Your Serverless Database Stays Serverless'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on preserving serverless paradigms at the database tier. Explores
    connection pooling, cold-start latency mitigation, dynamic compute scaling, and
    the integration of proxy layers to maintain seamless serverless workload support.
  language: Conceptual
  resource_type: Architectural Reference
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Serverless Databases
  - Resource Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers:
  title: 'thenewstack.io: How to Evaluate Kubernetes Cloud Providers'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A rigorous technical analysis defining the evaluation criteria for choosing
    cloud-managed Kubernetes distributions. Evaluates control plane SLAs, custom networking
    interfaces (CNI), auto-scalers, and node-group provisioning. Live grounding highlights
    its importance as an architectural blueprint for high-density systems.
  language: English
  resource_type: Guide/Reference
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Strategy
  - Kubernetes Management
  - Evaluation Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - public-cloud-solutions.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-get-started-with-data-streaming:
  title: 'thenewstack.io: How to Get Started with Data Streaming'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical guide outlining how organizations can pivot from classic
    batch workflows to real-time event streaming systems. It highlights the deployment
    phases of streaming platforms and details data integration patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Event Streaming
  - How-To
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-get-the-most-out-of-gitops:
  title: 'thenewstack.io: How to Get the Most out of GitOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates operational success factors for GitOps deployments, advocating
    for standardized templating (using Kustomize/Helm) and unified secret management
    strategies (using HashiCorp Vault or Sealed Secrets) in continuous deployment
    loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Implementation
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform:
  title: 'thenewstack.io: How to Install the SonarQube Security Analysis Platform'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Practical installation guide covering SonarQube deployments in cloud
    environments. Details system prerequisite profiles, host tuning metrics, and database
    integration configurations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Deployment Guides
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sonarqube.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables:
  title: 'thenewstack.io: How to Make the Most of Kubernetes Environment Variables'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates application bootstrap configuration via environment variables.
    Evaluates performance compromises, security trade-offs, and Downward API integration
    to export cluster and pod metadata fields dynamically.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Configuration
  - Runtime Configuration
  - Environment Variables
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore:
  title: 'thenewstack.io: How to Put a GUI on Ansible, Using Semaphore'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed, step-by-step tutorial on deploying and managing Semaphore
    UI. Highlights configuration of inventory integration, credential injection, and
    user role management.
  language: English
  resource_type: tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - Ansible GUI
  - Semaphore UI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker:
  title: 'thenewstack.io: How to Run a Cassandra Operation in Docker'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 5f257afcc31f63dbb3bc21856afe5e99aae2fd80a288e1e724274b1b34161b78
  health_score: 100.0
  last_checked: 1779030583.230153
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/nosql.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:09:43.230153+02:00'
https://thenewstack.io/how-to-run-docker-in-rootless-mode:
  title: 'thenewstack.io: How to Run Docker in Rootless Mode'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed guide on running the Docker daemon in rootless mode. Explains
    user namespace remapping techniques that protect the host system from potential
    container breakout exploits.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Docker Daemon Hardening
  - Rootless Mode
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud:
  title: 'thenewstack.io: How to Secure Kubernetes, the OS of the Cloud'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the concept of Kubernetes operating as a cloud-native OS, presenting
    strategies for securing core services, container communication, and control plane
    boundaries.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Cluster Lifecycle Security
  - Operating System Paradigm
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/how-to-share-data-between-docker-containers:
  title: 'thenewstack.io: How to Share Data Between Docker Containers'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: b957cb52fc51af88ce24e974d49f3e7317cd296277c5f7642330676533e7e89e
  health_score: 100.0
  last_checked: 1779030069.729828
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/docker.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:01:09.729828+02:00'
https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws:
  title: 'thenewstack.io: How We Built Preview Environments on Kubernetes and AWS'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural case study illustrating how to dynamically generate
    on-demand sandbox preview environments on AWS EKS. It outlines how custom controllers
    spin up ephemeral namespaces triggered by GitHub pull requests, improving QA workflows.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Continuous Delivery
  - Preview Environments
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context:
  title: 'thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes alert noise generated by static security scanners on IaC configurations.
    Argues for context-aware validation engines that cross-reference code anomalies
    with actual live runtime status to accurately prioritize critical security vulnerabilities.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes:
  title: 'thenewstack.io: IBM, Red Hat Bring Load-Aware Resource Management to Kubernetes'
  description: "- [kubernetes-sigs: Trimaran: Load-aware scheduling plugins \U0001F31F](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran)
    Trimaran is a collection of load-aware scheduler plugins"
  year: '2021'
  stars: 4
  ai_summary: Explores the integration of load-aware scheduling frameworks like Trimaran
    into Kubernetes and OpenShift. Details how the plugin uses real-time telemetry
    metrics instead of passive static limits to balance workloads.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Resource Management
  - Advanced Scheduling
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning:
  title: 'Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyses the logical and mathematical limitations of current autoregressive
    transformers, exploring why basic reasoning and prompt injection vulnerability
    remain major hurdles. It advises deploying robust system-level validation checks
    and structured orchestration frameworks (e.g., semantic gateways) to mitigate
    risk in user-facing production systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Evaluation & Safety
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd:
  title: 'thenewstack.io: Improve Dev Experience to Maximize the Business Value of
    CD'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores developer experience (DevEx) as an accelerator for continuous
    deployment initiatives. Details how centralized developer portals and self-service
    pipeline catalogs eliminate delivery friction.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications:
  title: "thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents six architectural guidelines for securing Infrastructure-as-Code
    setups. Focuses on integrating static linters (such as Checkov and Trivy), avoiding
    credential commits to source state files, and implementing role-based orchestration
    controls.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Security Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/infrastructure-as-code-increase-security-scale-development:
  title: 'thenewstack.io: Infrastructure-as-Code: Increase Security, Scale Development'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates the role of IaC in improving developer velocity and security
    posture. Shows how code-based peer reviews, automated security policy gates, and
    structured configurations prevent critical misconfigurations prior to target deployment.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide:
  title: 'thenewstack.io: Infrastructure as Code or Cloud Platforms — You Decide!'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the trade-offs between self-managed IaC templates and fully
    managed native cloud platform services. Evaluates cost models, execution control,
    vendor lock-in, and infrastructure administration over long lifecycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/ingress-controllers-the-more-the-merrier:
  title: 'thenewstack.io: Ingress Controllers: The More the Merrier'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Presents strategic advantages of operating multiple distinct Ingress
    Controller classes side-by-side within a single cluster. Outlines traffic isolation
    patterns separating internal, public API, and corporate networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes:
  title: 'thenewstack.io: Ingress Controllers: The Swiss Army Knife of Kubernetes'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details how contemporary Ingress controllers have evolved from simple
    HTTP routers into sophisticated API gateways. Covers advanced capabilities such
    as circuit-breaking, direct rate-limiting, and canary deployment control.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops:
  title: 'thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Pinpoints the missing component of modern AIOps tools: closing the
    gap between diagnostic analytics and actual infrastructure remediation. Argues
    for event-driven, programmatic automation frameworks to bypass manual engineering
    cycles.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Incident Response
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work:
  title: 'thenewstack.io: Intention-as Code: Making Self-Healing Infrastructure Work'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Describes the shift from declarative Infrastructure-as-Code to 'Intention-as-Code,'
    where engineers declare higher-level business expectations and allow self-healing
    loops to continuously resolve deviations. Explains reconciliation loops within
    container orchestrators as the foundational model for autonomous infrastructure
    engines.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Infrastructure-as-Code
  - Self-Healing Systems
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployment-crd:
  title: 'thenewstack.io: Introducing CloneSet: A Production-Grade Kubernetes Deployment
    CRD'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep dive into CloneSet, a key OpenKruise controller alternative to
    native Deployments. Explains in-place update processes (bypassing pod recreation)
    and selective pod scaling controls.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Management
  - Custom Controllers
  - OpenKruise
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization:
  title: 'thenewstack.io: Is a Multicloud Strategy Right for Your Organization?'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A strategic decision matrix designed to help enterprise leaders assess
    whether a multi-cloud configuration is justified given its steep integration costs.
    It analyses networking overhead and failover constraints. Live grounding verifies
    that its cautionary metrics are highly applicable to modern microservice designs.
  language: English
  resource_type: Case Study/Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Strategy
  - Workload Portability
  - Decision Matrix
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - public-cloud-solutions.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/is-linkerd-winning-the-service-mesh-race:
  title: 'thenewstack.io: Is Linkerd Winning the Service Mesh Race?'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes market competition in the service mesh space. Highlights how
    Linkerd's streamlined developer-first experience and low-overhead Rust proxies
    challenge Istio's market position.
  language: Rust
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Market Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control:
  title: 'thenewstack.io: Istio 1.10 Improves Scalability and Revision Control'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines performance enhancements and lifecycle management tooling introduced
    in Istio 1.10. Specifically reviews canary control plane upgrades and telemetry
    collection optimizations to limit memory overhead in intensive environments.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Release Notes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools:
  title: 'thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical comparative analysis of Jaeger versus Zipkin for microservice
    tracing. While Zipkin pioneered open-source tracing, Jaeger became a dominant
    CNCF graduate. By 2026, both fully interoperate with OpenTelemetry APIs, but Jaeger
    remains highly preferred for high-performance cloud environments.
  language: Go
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: d224b70982a53247b87afed21d1f7c429bbe4c1c1e99f9a05c26ba31c3dbc009
  health_score: 100.0
  last_checked: 1779034516.950181
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native
  - Observability
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:15:16.950181+02:00'
https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security:
  title: 'thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the release and architecture of Jetstack Secure, which simplifies
    and automates TLS lifecycle tracking via cert-manager. Explains the centralization
    of public key infrastructures (PKIs) across multi-cluster hybrid clouds. Prevents
    application downtime caused by unpredicted certificate expirations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - PKI
  - Certificate Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/just-how-challenging-is-state-in-kubernetes:
  title: "thenewstack.io: Just How Challenging Is State in Kubernetes? \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 429ee9b06e1729ad8073ddd890b8fdfa71cdad59d57400eeba95e25425993da2
  health_score: 100.0
  last_checked: 1779032966.436912
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:49:26.436912+02:00'
https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever:
  title: 'thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than
    Ever'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores the growing ransomware threat vectors targeting cloud-native
    topologies. Explains how mutable container environments require highly distributed,
    immutable storage targets and separate configuration backups.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Data Protection
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet:
  title: "thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A concise, actionable reference sheet summarizing core resources limits,
    request definitions, and autoscaler configuration arguments. A stellar quick-guide
    for DevOps engineers designing production-ready workload templates.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Reference Materials
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes:
  title: 'thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An article discussing how K8Spin implements virtualized tenant workspaces.
    Reviews performance overheads and resource boundaries of namespace isolation relative
    to physical, heavy, multi-cluster architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution:
  title: 'thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An objective operational comparison evaluating self-hosting Apache Kafka
    on Kubernetes via operators (such as Strimzi) against adopting fully managed cloud
    platforms (e.g., Confluent Cloud). Discusses long-term maintenance costs, staff
    expertise requirements, and infrastructure overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support:
  title: 'thenewstack.io: Kasten K10 V4.5: Grafana Observability, More Edge Support'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the Kasten K10 v4.5 software release, introducing native Prometheus-driven
    Grafana monitoring profiles and enhanced protection rules for decentralized Edge
    compute clusters.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future:
  title: 'thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines long-term trends in cloud-native security, arguing for declarative
    and immutable configurations as the main vector of defense. Synthesizes principles
    of software supply chain verification (such as Sigstore/Cosign integration) and
    automated drift detection. Vital for architects planning 3-to-5 year container
    strategies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Architecture
  - Future Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server:
  title: 'thenewstack.io: KServe: A Robust and Extensible Cloud Native Model Server'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Comprehensive technical exploration of KServe (formerly KFServing) on
    Kubernetes. Covers dynamic autoscaling (scaling down to zero via Knative), standardized
    ingress protocols (v2 data plane), advanced traffic routing, model validation
    steps, and canary rollout orchestrations.
  language: Go
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Model Serving
  - Kubernetes
  - KServe
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down:
  title: 'thenewstack.io: KubeCon: 14,000 More Engineers Have Their GitOps Basics
    Down'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reflects on the massive normalization of GitOps standards across CNCF
    landscapes, documenting the maturation of operators like ArgoCD and FluxCD into
    standard enterprise building blocks for large-scale container platform architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Community Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl:
  title: 'thenewstack.io: KubeCost: Monitor Kubernetes Costs with kubectl'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces CLI-driven financial observability workflows via the `kubectl-cost`
    plugin. Teaches engineers to quickly isolate resource-heavy configurations and
    run cost analysis commands directly within terminal shells.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation:
  title: 'thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through''
    Automation'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A deep dive into Kubermatic's architectural paradigm, focusing on its
    resource-efficient 'Kubernetes-in-Kubernetes' approach. The article explains how
    hosting tenant control planes as ordinary container workloads inside a central
    administrative cluster solves scaling bottlenecks and reduces costs by up to 5%.
  language: English
  resource_type: Technical Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 87a3fbe0e54c36e57d3acd9734b879ed060108a79de67391ce6f4e35d1385579
  health_score: 100.0
  last_checked: 1779030362.990007
  needs_ai_refresh: true
  hierarchy:
  - Cluster Management
  - Multi-Cluster Orchestration
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:06:02.990007+02:00'
https://thenewstack.io/kubernetes:
  title: 'thenewstack.io: Tigera''s Calico Aims to Ease Connectivity Pain with Kubernetes'
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An early architectural analysis detail of Project Calico's approach
    to easing IP-management and network connectivity bottlenecks in scaling clusters.
    It breaks down how Calico bypasses virtual overlay networks by utilizing standard
    BGP route propagation, facilitating direct IP routing while enforcing strict network
    security policies at the Linux kernel level.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - CNI
  - Articles
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime:
  title: 'thenewstack.io: Kubernetes 1.20 Enhances the Operator Experience and Brings
    New Features to the Container Runtime'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight highlights the operator and container runtime interface
    advancements in 1.20. Live engineering review in 2026 uses this context to study
    early attempts to standardize execution metrics for operational tooling.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Operator Framework
  - v1.20
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements:
  title: 'thenewstack.io: Kubernetes 1.20 Lands with 44 Enhancements'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight focuses on the 44 enhancements landing with Kubernetes
    1.20. In 2026, this resource provides historic data on the stabilization of volume
    snapshots, PID limits, and early steps toward API deprecation tracking.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.20
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling:
  title: 'thenewstack.io: Kubernetes 1.21 Brings a New Memory Manager, More Flexible
    Scheduling'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights the introduction of a new Memory Manager
    and flexible scheduling in 1.21. Live grounding in 2026 shows these scheduling
    frameworks laid the groundwork for modern NUMA-aware multi-core resource allocation
    in HPC/AI setups.
  language: English
  resource_type: Article
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Resource Allocation
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes:
  title: 'thenewstack.io: Kubernetes 1.23: Dual Stack IPv4/IPv6, CronJobs, Ephemeral
    Volumes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight summarizes the GA of Dual-stack and CronJobs in 1.23.
    Live engineering analysis in 2026 verifies these features are highly mature, having
    stabilized completely during the 1.23 release cycle.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-27-arrives:
  title: 'thenewstack.io: Kubernetes 1.27 Arrives'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Industry reporting on the release of Kubernetes 1.27, detailing the
    major developer and operator benefits. It focuses on how security stabilization,
    API cleanup, and enhanced cluster control interfaces enable enterprise systems
    to scale more safely and cost-effectively.
  language: English
  resource_type: News Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27 Industry
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages:
  title: 'thenewstack.io: Kubernetes 1.28 Accommodates the Service Mesh, Sudden Outages'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry report covering Kubernetes 1.28's key updates, notably native
    support for sidecar container lifecycles to aid service mesh deployments, and
    automated recovery controls for sudden node failures. These updates greatly reduce
    the coordination code needed for robust, multi-tenant microservices clusters.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.28 Features
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-an-examination-of-major-attacks:
  title: "thenewstack.io: Kubernetes: An Examination of Major Attacks \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Conducts retrospective post-mortems on major real-world Kubernetes security
    incidents, tracing malicious lateral movements, coin-miner deployments, and critical
    data breaches back to root posture issues.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Case Studies
  - Historical Exploit Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-and-the-next-generation-of-paas:
  title: 'thenewstack.io: Kubernetes and the Next Generation of PaaS'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores how Kubernetes acts as a core engine for modern Platform-as-a-Service
    (PaaS) engines, giving developers streamlined deployment controls without underlying
    cloud complexity. Discusses custom resource definitions (CRDs) and operators as
    tools for generating customized cloud abstraction layers.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea:
  title: 'thenewstack.io: Kubernetes at Scale without GitOps Is a Bad Idea'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the severe configuration drift and maintenance challenges
    of operating large-scale Kubernetes estates without declarative synchronization.
    Synthesizes a case for strict GitOps architectures to automate security posture,
    reduce configuration complexity, and eliminate manual drift errors.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Scale Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-ci-cd-pipelines-explained:
  title: 'thenewstack.io: Kubernetes CI/CD Pipelines Explained'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into Kubernetes delivery designs, analyzing how declarative
    resources and continuous reconcilers differ from classical build steps. Evaluates
    the use of Helm charts and GitOps loops.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Engineering
  - Kubernetes
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial:
  title: 'thenewstack.io: Kubernetes DaemonSets: A Detailed Introductory Tutorial'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides a comprehensive overview of DaemonSet workloads in Kubernetes.
    Discusses daemon placement, tolerations for node taints, and classic infrastructure
    use cases like logging collectors and metric daemons.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Core Concepts
  - Workloads
  - DaemonSets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-evolution-from-microservices-to-batch-processing-powerhouse:
  title: "thenewstack.io: Kubernetes Evolution: From Microservices to Batch Processing
    Powerhouse \U0001F31F\U0001F31F"
  description: ''
  year: '2024'
  stars: 2
  ai_summary: Explores Kubernetes' evolution from a simple microservices hosting platform
    to an advanced orchestrator for heavy batch processing, AI/ML training runs, and
    high-performance computing (HPC) jobs.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-health-checks-using-probes:
  title: 'thenewstack.io: Kubernetes Health Checks Using Probes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights the operational significance of K8s probes over basic container
    process checks.

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

    - Provides robust YAML definitions for common production workloads.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-horror-stories:
  title: 'thenewstack.io: Kubernetes Horror Stories'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles a series of high-impact production failure scenarios. Discusses
    accidental cluster terminations, unconstrained resource allocations causing cascading
    node dropouts, security misconfigurations, and key disaster recovery lessons learned
    from raw operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Post-Mortems
  - Resiliency Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-is-not-just-about-containers-its-about-the-api:
  title: "thenewstack.io: Kubernetes Is Not Just About Containers — It’s About the
    API \U0001F31F"
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A shift in perspective that views Kubernetes not merely as a container
    tool, but as an extensible universal control plane driven by its declarative API.
    Introduces the power of custom resources and operators.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Server
  - Architecture
  - Concepts
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-the-edge:
  title: 'thenewstack.io: Kubernetes Is the New Standard for Computing, Including
    the Edge'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the industry shift to deploy lightweight Kubernetes frameworks
    (like K3s) at edge computation nodes, establishing a uniform runtime fabric.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Core Kubernetes
  - Architecture
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it-mean:
  title: "thenewstack.io: Kubernetes Lifecycle Management! So Important! (Day 0, Day
    1, Day 2) \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A critical breakdown of cluster lifecycle management phases. Focuses
    on Day 0 (planning and sizing), Day 1 (provisioning and configuration), and Day
    2 (maintenance, logging, and security patching) to establish highly available
    infrastructure.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Lifecycle Management
  - Day 2 Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit:
  title: 'thenewstack.io: Kubernetes, Microservices, and Istio  — A Great Fit!'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the collaborative synergy between Docker containerization,
    Kubernetes scheduling, microservice separation of concerns, and Istio's sidecar-driven
    routing policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Service Mesh
  - Architecture
  - Microservices Design
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-architecture:
  title: "thenewstack.io: Kubernetes Observability Challenges in Cloud Native Architecture
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Focuses on structural challenges in cloud-native applications: dynamic
    network routing, high-frequency releases, abstract container barriers, and microservice
    trace correlation. Curator Insight: Architectural analysis of container platform
    challenges. Live Grounding: Highly relevant for mapping the friction of distributed
    transaction monitoring in production.'
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Challenges
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance:
  title: 'thenewstack.io: Kubernetes on Bare Metal vs. VMs: It’s Not Just Performance'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comparative analysis dissecting the operational trade-offs of deploying
    Kubernetes directly on bare metal versus utilizing virtualized hypervisors. Outlines
    performance gains, networking simplicity, compute overhead, and isolation profiles
    that dictate platform selection.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Provisioning
  - Bare Metal
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-probes-and-why-they-matter-for-autoscaling:
  title: "thenewstack.io: Kubernetes Probes (and Why They Matter for Autoscaling)
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Examines the direct, technical integration of probes with the Horizontal
    Pod Autoscaler (HPA).

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

    - Offers tuning practices to optimize overall cluster response times.'
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Autoscaling Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debezium:
  title: 'thenewstack.io: Kubernetes-Run Analytics at the Edge: Postgres, Kafka, Debezium'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced technical blueprint coordinating microservices for real-time
    edge analytics. Chains local PostgreSQL instances, Apache Kafka, and Debezium
    change data capture (CDC) pipelines in unified Kubernetes clusters.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Analytics
  - Real-time Analytics
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices:
  title: 'thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep dive into three major approaches to native and external secrets
    management in Kubernetes. Provides nine production-ready best practices, detailing
    encryption at rest in etcd, RBAC locking, and third-party CSI integrations.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Security
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-troubleshooting-primer:
  title: 'thenewstack.io: Kubernetes Troubleshooting Primer'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational text that introduces the core mechanics of the Kubernetes
    control plane and how components interact during deployment failures. It explains
    the relationship between the API server, controller manager, scheduler, and kubelet,
    illustrating where common failures arise. This primer establishes the necessary
    context for executing advanced diagnostics.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/kubernetes-use-poddisruptionbudgets-for-application-maintenance-and-upgrades:
  title: 'thenewstack.io: Kubernetes: Use PodDisruptionBudgets for Application Maintenance
    and Upgrades'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on protecting applications during node maintenance or upgrades.
    Explains configuring PodDisruptionBudgets (PDB) to safeguard highly available
    state patterns against concurrent terminations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster:
  title: 'thenewstack.io: Locking Down Kubernetes Containers with vcluster'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This reference analysis explores locking down container isolation through
    virtual clusters, leveraging vcluster to enforce strict namespace boundaries.
    By limiting developer interaction to isolated guest control planes, enterprises
    eliminate risks associated with standard Kubernetes RBAC. The publication details
    design strategies for container lockdown, credential isolation, and audit compliance.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 92d42e12d16f7285cbfcd0863af8c6912d1b617a4b18480592b78516b8f7f246
  health_score: 100.0
  last_checked: 1779034228.945365
  needs_ai_refresh: true
  hierarchy:
  - Security
  - Multi-Tenancy
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:10:28.945365+02:00'
https://thenewstack.io/log-management-for-red-hat-openshift:
  title: 'thenewstack.io: Log Management for Red Hat OpenShift'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical piece describing the transition from classic Elasticsearch
    configurations toward lightweight Loki and Vector agents for high-volume logs.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Ops
  - Log Management
  - Vector & Loki
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/low-code-for-pro-coders:
  title: 'thenewstack.io: Low Code for Pro Coders'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A review of hybrid development models where professional developers
    utilize low-code frameworks for boilerplate UI creation while injecting traditional
    code for complex logic, API integrations, and low-latency workloads.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - lowcode-nocode.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates:
  title: 'thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how to manage InfluxDB templates inside a GitOps continuous
    deployment pipeline. Highlights automated testing, version control, and validation
    of monitoring components via declarative mechanisms.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty:
  title: 'thenewstack.io: Making Kubernetes Serverless and Global with AWS Fargate
    on EKS and Admiralty'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigative analysis showcasing how Admiralty can coordinate with
    AWS Fargate serverless containers in an EKS environment to deploy globally distributed
    applications with low operational overhead.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Multi-Cluster & Edge
  - Cluster Federation
  - Serverless Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/manage-multicluster-kubernetes-with-operators:
  title: 'thenewstack.io: Manage Multicluster Kubernetes with Operators'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates deployment techniques using Kubernetes Operators to automate
    global configurations. Explores fleet-wide policy synchronization, drift detection,
    and multi-tenant control plane patterns.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager:
  title: "thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide to implementing AWS Secrets Manager inside EKS environments.
    Evaluates native AWS CSI secrets providers and External Secrets Operator integrations,
    explaining fine-grained pod IAM identification using IAM Roles for Service Accounts
    (IRSA) and automated secrets rotation flows.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Cloud Security
  - AWS Secrets Manager
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/managing-secrets-in-your-devops-pipeline:
  title: 'thenewstack.io: Managing Secrets in Your DevOps Pipeline'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highlights architectural approaches to secret injection throughout continuous
    integration pipelines. Contrasts early injection techniques (build-time) against
    late runtime injection patterns, evaluating their respective security footprints.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - CI/CD Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java:
  title: 'thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for
    Java'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores MariaDB's reactive Java driver. Details how non-blocking I/O
    operations and asynchronous connections improve database throughput in highly
    concurrent microservice runtimes.
  language: Java
  resource_type: Technical Announcement
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Relational Databases
  - Database Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane:
  title: 'thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical review examining performance and resource footprint improvements
    when deploying Calico's eBPF data plane inside lightweight K3s environments. Demonstrates
    significant CPU overhead reductions compared to legacy iptables architectures.
  language: YAML
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - eBPF
  - Calico
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-tracing:
  title: 'thenewstack.io: Maximizing Kubernetes Efficiency with OpenTelemetry Tracing'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines methodologies for correlating application-level distributed
    traces with Kubernetes underlying node resource exhaustion. Helps SRE teams optimize
    container sizing based on real-world request pathways.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - OpenTelemetry
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/maximizing-the-value-of-containerization-for-devops:
  title: 'thenewstack.io: Maximizing the Value of Containerization for DevOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how containerized virtualization architectures secure strict
    consistency across development, staging, and production networks. Analyzes image
    optimization protocols, layer caching mechanisms, secure base images, and container
    orchestrator deployment strategies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration & Containers
  - Containerization
  - Value Realization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects:
  title: 'thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines four strategic motivations for Mercedes-Benz to sponsor open-source
    software. By funding critical up-stream components, the enterprise reduces technical
    debt, improves system security, attracts elite software engineering talent, and
    actively influences standard roadmaps. It provides a blueprint for enterprise
    open-source program offices (OSPOs) seeking to justify upstream contributions.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - System Architecture
  - Open Source Software
  - Strategic Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - customer.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/microservices-align-the-pain-with-the-solution:
  title: 'thenewstack.io: Microservices: Align the Pain with the Solution'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A pragmatic critique on microservice adoption, warning against premature
    architectural splitting. It urges engineering leads to identify concrete architectural
    pain points—like independent scaling bottlenecks or delivery team coordination
    failures—before shifting from a monolith, ensuring microservices are adopted to
    solve proven problems rather than follow trends.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - faq.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/microservices-transformed-devops-why-security-is-next:
  title: 'thenewstack.io: Microservices Transformed DevOps — Why Security Is Next'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how microservices require new approaches to security. Details
    how traditional perimeter defense must be replaced with zero-trust architectures,
    service mesh encryption, and continuous pipeline security scans.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - DevSecOps
  - Cloud Native Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/microservices-vs-monoliths-an-operational-comparison:
  title: 'thenewstack.io: Microservices vs. Monoliths: An Operational Comparison'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: fd2fa7805264d734a7a5c002e370465477a3faf197a1af4bff006d8cf043e172
  health_score: 100.0
  last_checked: 1779032290.210092
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/introduction.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:38:10.210092+02:00'
https://thenewstack.io/microservices/microservices-vs-monoliths-an-operational-comparison:
  title: 'thenewstack.io: Microservices vs. Monoliths: An Operational Comparison'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A comprehensive operational comparison of monolithic and microservices
    architectural patterns. It details how the distribution of systems shifts problems
    from single-process memory management to complex network-level routing, distributed
    tracing, eventual consistency, and CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/microservices/the-future-of-microservices-more-abstractions:
  title: 'thenewstack.io: The Future of Microservices? More Abstractions'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Explores the evolutionary shift of microservices toward higher-level
    abstraction patterns, such as Dapr and WebAssembly, designed to isolate developers
    from network complexities. It details how externalizing cross-cutting concerns
    (state management, pub/sub, service discovery) into sidecars reduces cognitive
    overhead and boilerplate.
  language: English
  resource_type: Analysis
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Evolution
  - Abstractions & Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/microservices/what-is-microservices-architecture:
  title: 'thenewstack.io: What Is Microservices Architecture?'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces microservice-based application design, emphasizing modularity,
    domain boundaries, and decentralized technical footprints. Compares traditional
    monolithic patterns against distributed designs, highlighting structural trade-offs,
    testing models, and continuous integration needs.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes:
  title: 'thenewstack.io: CNCF KEDA 2.0 Scales up Event-Driven Programming on Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the architectural evolution of KEDA 2.0, emphasizing its improved
    integration with Kubernetes HPA, support for custom scalers, and upgraded security
    controls. The release solidified KEDA's status as an enterprise-grade component
    for event-driven serverless topologies on Kubernetes.
  language: Go
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite:
  title: 'thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the release and architecture of AKS Edge Essentials, a lightweight
    managed Kubernetes platform designed to run nested workloads on Windows IoT and
    edge hardware. Focuses on minimal hardware footprint requirements, local network
    routing, and continuous integration with centralized Azure Arc control planes.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management:
  title: 'thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive-level analysis exploring Microsoft's architecture philosophy
    in streamlining managed Kubernetes operations. Highlights historical shifts towards
    abstraction, fully managed control planes, and hybrid-cloud support via Azure
    Arc. Provides insight into AKS ecosystem management strategies.
  language: Markdown
  resource_type: Analysis Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Strategic Strategy
  - Kubernetes Management
  - AKS Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/misconfiguration-worries-grow:
  title: 'thenewstack.io: Misconfiguration Worries Grow'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines security risks associated with GitOps, specifically the scaling
    propagation of misconfigured YAML files. It advocates for shift-left validation
    strategies, policy-as-code (OPA/Kyverno) integrations, and automated pre-commit
    testing in Git repositories.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Security
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/monitor-your-containers-with-sysdig:
  title: 'thenewstack.io: Monitor Your Containers with Sysdig'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A walkthrough on utilizing Sysdig''s eBPF and kernel-level trace scraping
    features to surface non-intrusive, granular system call events across active containers.
    Curator Insight: Deep system-call inspection patterns. Live Grounding: Critical
    tool for identifying zero-day container breaches and tracing system performance
    regressions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Sysdig
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avoid:
  title: 'thenewstack.io: Monitoring API Latencies After Releases: 4 Mistakes to Avoid'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Deep technical analysis warning teams against core deployment pitfalls,
    including the misuse of mathematical averages over high-resolution percentile
    histograms (P99/P99.9). Curator Insight: Identical post-release performance warning.
    Live Grounding: Focuses heavily on the structural telemetry issues during rolling
    upgrades.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Observability
  - APIs
  - Latency
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it:
  title: "thenewstack.io: Monitoring as Code: What It Is and Why You Need It \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explains the paradigm of Monitoring as Code (MaC), allowing engineering
    teams to define dashboard schemas, synthetic tests, and alerting thresholds using
    declarative configurations in VCS systems. Curator Insight: Paradigm shift from
    manual dashboard configuration. Live Grounding: Crucial for aligning platform
    metrics with standard CI/CD and GitOps delivery models.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Automation
  - Monitoring as Code
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/monitoring-vs-observability-whats-the-difference:
  title: 'thenewstack.io: Monitoring vs. Observability: What’s the Difference?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Compares traditional metric-based monitoring (knowing when a failure
    occurs) against structural observability (understanding why it occurs by correlation
    of inputs and outputs). Curator Insight: Conceptual framework comparing telemetry
    methodologies. Live Grounding: Useful for aligning cross-functional teams on why
    modernized tracing platforms require higher initial capital investment.'
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Terminology
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes-benefits:
  title: "thenewstack.io: Monolithic Development Practices Kill Powerful Kubernetes
    Benefits \U0001F31F\U0001F31F"
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Critiques the common anti-pattern of running tightly-coupled monolithic
    applications on Kubernetes without adjusting architectural paradigms. Demonstrates
    why horizontal scaling and self-healing require loose coupling.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Design Patterns
  - Microservices
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/monoliths-to-microservices-4-modernization-best-practices-2:
  title: 'thenewstack.io: Monoliths to Microservices: 4 Modernization Best Practices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines strategic methodologies for decomposing legacy monolithic architectures.
    Promotes the Strangler Fig pattern, domain-driven boundary definition, database
    decomposition techniques, and the evolutionary transition of data schemas to prevent
    transactional failure.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Modernization
  - Monolith Migration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-2022:
  title: 'thenewstack.io: More Database, Analytics Workloads Ran on Kubernetes in
    2022'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive review of the annual survey detailing the exponential
    adoption of running production databases and stateful analytical workloads directly
    on Kubernetes clusters in enterprise spaces.
  language: English
  resource_type: Industry Survey Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Market Trends
  - Analytics Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/more-python-for-non-programmers:
  title: 'thenewstack.io: More Python for Non-Programmers'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: An educational walkthrough designed to onboard non-engineers
    into Python programming patterns safely.

    Live Grounding: Emphasizes the translation of logic requirements into working
    scripts, touching upon variable assignment, light I/O, and essential script maintenance.'
  language: Python
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/multicloud-challenges-and-solutions:
  title: 'thenewstack.io: Multicloud Challenges and Solutions'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Details the immense architectural friction points of multi-cloud setups,
    from inconsistent IAM paradigms and distinct networking topologies to high egress
    fees. Reviews operational abstractions like cross-cloud controllers and unified
    policy management to reconcile these differences.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Network & Security
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-models:
  title: 'thenewstack.io: Multicloud Paves the Way for Cloud Native Resiliency Models'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Examines how a multi-cloud topology acts as the ultimate disaster recovery
    tier for highly critical modern platforms. Analyzes how active-active deployments
    across distinct public cloud providers mitigate regional or cloud-wide service
    provider outages.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Resilience Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/multicluster-management-with-kubernetes-and-istio:
  title: 'thenewstack.io: Multicluster Management with Kubernetes and Istio'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the primary deployment patterns for multi-cluster Kubernetes
    environments running Istio. Compares shared control planes with replicated control
    planes, highlighting the network and operational trade-offs of each design.
  language: English
  resource_type: Article
  complexity: High
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Multi-Cluster
  - Service Mesh
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh:
  title: 'thenewstack.io: Mutual TLS: Securing Microservices in Service Mesh'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep dive into the cryptographic architecture of Mutual TLS (mTLS)
    within service meshes. Details how automatic certificate issuance, rotation, and
    cryptographic trust boundaries secure east-west microservices traffic against
    intercept attacks.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - mTLS
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere:
  title: 'thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores ECS Anywhere, demonstrating hybrid orchestration patterns without
    Kubernetes. Allows managing on-premises hardware and VMs using the native, lightweight
    ECS API model.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - AWS
  - Hybrid Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/nsa-on-how-to-harden-kubernetes:
  title: 'thenewstack.io: NSA on How to Harden Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical review focusing on the security configurations defined within
    the NSA hardening guides. Covers container escape avoidance, using read-only structures,
    and setting up logging patterns. Beneficial for system engineers translating recommendations
    to production setups.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/observability-is-the-new-kubernetes:
  title: "thenewstack.io: Observability Is the New Kubernetes \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Draws parallels between the explosive ecosystem growth of Kubernetes
    and the rapid development and sprawl of the modern observability industry. Curator
    Insight: Industry paradigm comparison. Live Grounding: Illustrates how standardization
    around OpenTelemetry has consolidated tooling across complex clouds.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Industry Trends
  - Technology Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt:
  title: "thenewstack.io: Observability Won’t Replace Monitoring (Because It Shouldn’t)
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Argues against the displacement myth of monitoring by observability,
    asserting that both play critical roles. Monitoring maintains persistent dashboards
    of known failure vectors, while observability provides reactive exploration tools.
    Curator Insight: Balanced pragmatic perspective on modern telemetry. Live Grounding:
    Helps developers resist unnecessary tooling replacements by leveraging combined
    solutions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Theory
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh:
  title: 'thenewstack.io: Offloading Authentication and Authorization from Application
    Code to a Service Mesh'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical analysis of how to offload authentication and authorization
    out of application code to sidecar proxies. Moving cryptographical verification
    and fine-grained RBAC to a uniform mesh layer enhances compliance and cuts polyglot
    application code drift.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - AuthN & AuthZ
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security:
  title: 'thenewstack.io: Open Source Democratized Software. Now Let’s Democratize
    Security'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Advocates for developer-focused open-source security tools. Argues that
    security patterns must be standardized into open, easy-to-integrate libraries
    to protect globally distributed open-source software supply chains.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Open Source
  - Governance standards
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors:
  title: 'thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Traces the massive industry shift and vendor adoption toward OpenTelemetry
    (OTel). While early articles focused on initial vendor buy-in, 2026 live grounding
    confirms OpenTelemetry as the absolute de facto standard for multi-language instrumentation,
    rendering older proprietary tracing agents largely legacy.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 4f86c7cf0d795828559792e0ab37b5e08a28de03a1c19dbef88752adaf59b5ee
  health_score: 100.0
  last_checked: 1779031122.279736
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native
  - Observability
  - OpenTelemetry
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:18:42.279736+02:00'
https://thenewstack.io/operationalizing-chaos-engineering-with-gitops:
  title: 'thenewstack.io: Operationalizing Chaos Engineering with GitOps'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Proposes the paradigm of GitOps-driven chaos engineering. By declaring
    chaos configurations alongside standard application manifests in Git, engineering
    teams achieve strict auditability, versioning, automated cleanups, and predictable
    pipeline integration.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-delivery:
  title: Operators and Sidecars Are the New Model for Software Delivery
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Discusses the architectural shift toward using the Sidecar pattern and
    Kubernetes Operators as standard software delivery mechanisms. This architecture
    segregates cross-cutting concerns like proxying, logging, and security away from
    application logic.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Architecture
  - Design Patterns
  - Operators and Sidecars
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack:
  title: 'thenewstack.io: Optimizing App Performance in a Multicloud Stack'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural review addressing latency and replication bottlenecks
    across multi-cloud environments. Proposes specific patterns for distributed edge-caches,
    multi-cluster database setups, and smart load balancers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Multi-Cloud Strategies
  - Performance Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setbacks:
  title: 'thenewstack.io: Optimizing Kubernetes for Peak Traffic and Avoiding Setbacks'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents tactical architectures for tuning Kubernetes to survive extreme,
    unpredictable traffic spikes. Focuses on horizontal pod autoscaler (HPA) algorithm
    sensitivity, proactive load shedding, down-scaling thresholds, and database connection
    pool optimization.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Performance Tuning
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle:
  title: 'thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes
    Bundle'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Product overview of Otomi, which bundles ingress, security benchmarks,
    network policies, monitoring tools, and service mesh components into a unified,
    installable suite for Kubernetes.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud:
  title: 'thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and
    Cloud'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An introduction to Intent-Based Access Control (IBAC) patterns using
    Otterize. Explains how developers outline communication intents in declarative
    manifests, which are automatically translated into native CNI policies.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Security
  - Intent-Based Access Control
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities:
  title: 'thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory guide mapping the core vulnerabilities defined by the
    Open Web Application Security Project (OWASP). Explains attack vectors, exploit
    triggers, and standard prevention patterns like data sanitization and strict transport
    policies. Serves as a perfect onboarding resource for training software engineers.
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Mitigation Standards
  - OWASP Top 10
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture:
  title: 'thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An evolutionary study tracing the maturation of data pipelines from
    legacy batch-based ETL architectures to real-time event-streaming topologies.
    It provides key insights into how microservice patterns and cloud infrastructure
    have shifted corporate data strategy toward low-latency stream processing.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Data Pipelines
  - History
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/perform-distributed-tracing-with-zipkin:
  title: 'thenewstack.io: Perform Distributed Tracing with Zipkin'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 72bffb6ef9fb363a5bfeb4f1abe01b1ad9f664e787ceb31ab8fde59352c888ed
  health_score: 100.0
  last_checked: 1779034155.632637
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  hierarchy: []
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  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:09:15.632637+02:00'
https://thenewstack.io/persistent-volumes-separating-compute-and-storage:
  title: 'thenewstack.io: Persistent Volumes: Separating Compute and Storage'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural piece explaining the strategic benefits of separating
    computational logic from stateful storage layers using Persistent Volumes. This
    division facilitates fluid container rescheduling while securing raw historical
    state across hardware failures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Conceptual Design
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/platform-engineering:
  title: thenewstack.io/platform-engineering
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A curated repository of technical articles, case studies, and editorial
    content analyzing the evolution of Platform Engineering from traditional DevOps.
    Provides critical architectural comparisons, community trends, and technical insights
    on tool adoption in enterprise environments.
  language: English
  resource_type: Portal
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Industry Trends
  - Articles
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and-apis:
  title: 'thenewstack.io: Platform Engineering in 2023: Dev First, Collaboration and''
    APIs'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
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  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1779033335.912643
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  hierarchy: []
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:55:35.912643+02:00'
https://thenewstack.io/platform-engineering/-in-2023-dev-first-collaboration-and-apis:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering thenewstack.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: null
  health_score: 64.0
  last_checked: 1779130494.975182
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.975182+02:00'
https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams:
  title: 'thenewstack.io: Architecture and Design Considerations for Platform Engineering
    Teams'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep dive into architectural design principles for platform engineering.
    Outlines critical decisions around modular tool chains, declarative configurations,
    open API design, and self-healing systems that form the structural foundation
    of enterprise IDPs.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Design Methodology
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration:
  title: 'thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration'
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Evaluates the rise of highly collaborative virtual frameworks in platform
    operations. Details how telemetry sharing stabilizes distributed team response
    performance.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Culture
  - Collaboration Systems
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-checklist:
  title: "thenewstack.io: Prepare to Adopt the Cloud: A 10-Step Cloud Migration Checklist
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A comprehensive operational checklist for transitioning enterprise applications
    to public cloud systems. Key steps encompass assessing application dependencies,
    cost-modeling, security boundaries, containerization feasibility, and shifting
    deployment pipelines to modern CI/CD tooling.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Cloud Strategy
  - Migration Methodology
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance:
  title: 'thenewstack.io: Private vs. Public Cloud: How Kubernetes Shifts the Balance'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analyzes the architectural shift enabled by Kubernetes in bridging the
    gap between private and public cloud environments. By decoupling applications
    from underlying infrastructure, Kubernetes acts as an abstraction layer that permits
    consistent deployments across heterogeneous footprints, optimizing operational
    costs and security posture.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Deployment Models
  - Hybrid & Private Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/project-calico-kubernetes-security-as-saas:
  title: 'thenewstack.io: Project Calico: Kubernetes Security as SaaS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes Project Calico's enterprise security platforms, focusing on
    network segmentation through high-performance eBPF data planes. Details SaaS-driven
    configurations for securing multi-cluster dynamic networking topologies. Explains
    policy design that automatically bridges hybrid structures with local endpoints.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Network Security
  - CNI Data Plane
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along:
  title: Prometheus and OpenTelemetry Compatibility Issues
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Critically analyzes the historical divergence and friction between Prometheus
    metrics conventions and OpenTelemetry metrics data models. Explores alignment
    efforts, such as native OTLP support in Prometheus, to achieve semantic parity
    across enterprise cloud-native telemetry pipelines.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Standards
  - Interoperability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api:
  title: 'thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into utilizing Cluster API for declarative provisioning
    on physical hardware. The guide details how Cluster API Provider BYOH (Bring Your
    Own Host) and Metal3 bridge the gap between bare-metal lifecycle management and
    cloud-like declarative workflows, orchestrating native bare-metal nodes through
    Kubernetes CRDs.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Bare Metal
  - Cluster API
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/pulumi-releases-a-kubernetes-operator:
  title: 'thenewstack.io: Pulumi Releases a Kubernetes Operator'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Product launch overview of the Pulumi Kubernetes Operator, showing how
    platform engineers can configure GitOps style synchronization between Git repositories
    and active cloud infrastructure.
  language: Go
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference:
  title: 'thenewstack.io: Push vs. Pull in GitOps: Is There Really a Difference?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes the core debate between push-based CI/CD pipelines (e.g.,
    Jenkins, GitLab CI) and pull-based controllers (e.g., Argo CD, Flux). Details
    security benefits, firewall dynamics, and resource reconciliation advantages inherent
    to the pull-based operational model.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Architecture
  - Reconciliation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples:
  title: 'thenewstack.io: Python for Beginners: When and How to Use Tuples'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Analyzes immutable sequence collections (tuples) and
    their use-cases compared to dynamic arrays.

    Live Grounding: Highlights internal performance optimizations, tuple hashing mechanics,
    unpack semantics, and low runtime resource allocation profiles.'
  language: Python
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey:
  title: 'thenewstack.io: Quickly Install a Kubernetes Cluster with KubeKey'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: e6d4574bbbc4eba5cc897a7800e6540c136494a4abb2f96f9bf408cd14b02d97
  health_score: 100.0
  last_checked: 1779031850.163717
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:30:50.163717+02:00'
https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops:
  title: 'thenewstack.io: Rancher 2.5 Sets out to Be the Stock Kubernetes Build for
    GitOps'
  description: ''
  year: '2020'
  stars: 1
  ai_summary: An editorial evaluating Rancher 2.5's ambition to serve as the unified
    standard platform for GitOps continuous deployment, scaling from local systems
    up to millions of edge computing clusters.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Management
  - Product Updates
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf:
  title: 'thenewstack.io: Rancher Donates its ‘Longhorn’ Kubernetes Persistent Storage
    Software to CNCF'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Documents the strategic donation of the Longhorn distributed storage
    project to the CNCF by Rancher Labs. This transition secured the tool's collaborative
    open-source roadmap, accelerating its development and integration as a reliable
    storage solution for Kubernetes platform engineers.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Open Source Governance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://thenewstack.io/react-in-real-time-with-event-driven-apis:
  title: 'thenewstack.io: React in Real-Time with Event-Driven APIs'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Evaluates the shifting architectural landscape towards event-driven
    API patterns. Discusses protocols and specifications like WebSockets, Server-Sent
    Events, and AsyncAPI, analyzing how they enable real-time asynchronous streaming
    and responsive microservice architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Event-Driven Systems
  - Asynchronous Messaging
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools:
  title: 'thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust
    Tools'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the business and architectural drivers behind implementing
    HashiCorp Vault as part of a comprehensive Zero Trust strategy. Details how organizations
    eliminate static credentials, leverage short-lived dynamic credentials, and decouple
    trust from traditional network perimeters to establish identity-driven runtime
    security.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Zero Trust Architectures
  - Modern Secrets Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy:
  title: 'thenewstack.io: Reasons to Opt for a Multicloud Strategy'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Outlines key operational drivers supporting a deliberate multi-cloud
    migration strategy, centering on geographic expansion, regional regulatory mandates,
    and optimized billing leverage. The resource emphasizes treating multi-cloud as
    a strategic framework to optimize application delivery across diverse vendor strengths.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Multi-Cloud Strategy
  - Business Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes:
  title: "thenewstack.io: Red Hat Brings Ansible Automation to Kubernetes \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how Red Hat bridges legacy VM architecture with container orchestration.
    By utilizing Ansible operators inside Kubernetes, operations teams can trigger
    external automation workflows from cloud-native custom resources, drastically
    simplifying hybrid cloud integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Kubernetes Management
  - Red Hat & Ansible
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage:
  title: 'thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container
    Storage'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the native storage snapshot and restoration interfaces added
    to Red Hat OpenShift Container Storage (now ODF). Demonstrates policy-driven volume
    protection and native multi-cloud replication architectures.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Storage Systems
  - OpenShift Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo:
  title: 'thenewstack.io: Red Hat Delivers Full GitOps CI/CD Built on Tekton and Argo'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A product release report exploring Red Hat's operationalization of Tekton
    and ArgoCD, demonstrating enterprise-level support pathways and consolidated operator
    integrations inside standard OpenShift environments.
  language: English
  resource_type: Technical News
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Deployment & Delivery
  - OpenShift
  - CI/CD Pipeline
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore:
  title: "Red Hat JBoss Data Grid is Not Just for Caching Java Objects Anymore \U0001F31F"
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A historical overview detailing JBoss Data Grid's architectural transition.
    It explains how the grid progressed from a simple JVM object store into a high-capacity,
    language-agnostic distributed cache.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data & Caching
  - Data Grid
  - In-Memory Caching
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - caching.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability:
  title: "thenewstack.io: Red Hat Launches an OpenShift-Based Marketplace to Aid Multicloud
    Portability \U0001F31F"
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes the architecture and distribution mechanics of the Red Hat
    Marketplace built on OpenShift. Provides a standardized environment for running
    certified Kubernetes Operators with built-in multicloud portability, unified metering,
    and automatic lifecycle management.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Platform Ecosystem
  - Multicloud Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus:
  title: "thenewstack.io: Red Hat Offers a ‘Complete Kubernetes Stack’ with OpenShift
    Platform Plus \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A press review of OpenShift Platform Plus, highlighting the deployment
    convenience of securing distributed enterprise Kubernetes footprints using Quay,
    RHACS, and RHACM from a single console.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Platform Packaging
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code:
  title: 'thenewstack.io: Red Hat OpenShift 4.8 Adds Serverless Functions, Pipelines-As-Code'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details key features in OpenShift 4.8, focusing on serverless deployments
    built on Knative, pipelines-as-code models integrated with Tekton, and the orchestration
    of sandboxed runtimes for increased host security.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Serverless & CI/CD
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms:
  title: 'thenewstack.io: Reduce Kubernetes Costs Using Autoscaling Mechanisms'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analysis of how organizations employ automated scaling algorithms
    to control cloud spending. Focuses on dynamic pod scheduling, rightsizing CPU
    constraints, and avoiding expensive compute over-provisioning cycles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Cost Optimization
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset:
  title: 'thenewstack.io: Remote Debugging in AWS: The Missing Link in Your Debugging
    Toolset'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight exposes methodologies for live-debugging cloud-hosted
    microservices without causing disruption. Live Grounding tracks the evolution
    of these techniques into sophisticated cloud-native debugging proxies and observability
    integrations (like OpenTelemetry and Telepresence), bridging local IDEs with remote
    VPC resources.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Testing & Chaos
  - Debugging
  - AWS Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-miscellaneous.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing:
  title: 'thenewstack.io: Removing the Roadblock to Continuous Performance Testing'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Presents options for automating continuous load and performance tests
    inside active pipelines. Looks at scaling out containerized, ephemeral mock testing
    endpoints to mimic production conditions.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 6d5f9a2746e69e33d3bf76f0cbab79f0f0bdf14259a6b5d37ce8850cb6cc19e7
  health_score: 100.0
  last_checked: 1779030330.066372
  needs_ai_refresh: true
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Performance Testing
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:05:30.066372+02:00'
https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control:
  title: 'thenewstack.io: GitOps and the Cheap Cloud Myth'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Critiques the assumption that cloud migration and GitOps automatically
    lower costs. Focuses on the real value: gaining architectural control, system
    predictability, and operational efficiency over raw resource discount optimizations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - FinOps
  - Cloud Economics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/scaling-microservices-on-kubernetes:
  title: "thenewstack.io: Scaling Microservices on Kubernetes \U0001F31F"
  description: "- Horizontally scaling a monolith is much more difficult; and we simply
    can’t independently scale any of the “parts” of a monolith. This isn’t ideal,
    because it might only be a small part of the monolith that causes the performance
    problem. Yet, we would have to vertically scale the entire monolith to fix it.
    Vertically scaling a large monolith can be an expensive proposition.\n    - Instead,
    with microservices, we have numerous options for scaling. For instance, we can
    independently fine-tune the performance of small parts of our system to eliminate
    bottlenecks and achieve the right mix of performance outcomes."
  year: '2021'
  stars: 0
  ai_summary: A systematic review outlining why microservice-based applications on
    Kubernetes scale more efficiently than monolithic equivalents. Details patterns
    for isolating performance-critical application layers and scaling them horizontally
    without bloated infrastructure footprints.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Microservices
  - Scaling Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch:
  title: 'thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes trends in SecOps driven by remote-first development environments.
    Covers methods for hardening distributed workstations, deploying centralized cloud
    developer workspaces, and migrating to zero-trust networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - SecOps
  - Distributed Working
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist:
  title: 'thenewstack.io: Secure Your Service Mesh: A 13-Item Checklist'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A 13-item security checklist aimed at securing the mesh control and
    data planes. Covers limiting external exposure of APIs, dynamic mutual authentication,
    runtime auditing, and restricting sidecar execution permissions.
  language: None
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust:
  title: "thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust
    | Tenry Fu \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the tactical implementation of Zero Trust Network Access (ZTNA)
    in multi-environment Kubernetes infrastructures. Explores shifting away from classic
    perimeter-based security systems towards context-aware, cryptographic access tokens.
    The guide provides architectural frameworks for dynamic network tunneling, ensuring
    robust authentication of out-of-band operators.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Access Control
  - Zero Trust Network Access
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust:
  title: 'thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses securing cloud-native setups using Zero Trust strategies.
    Covers real-time threat assessments, deep access auditing, and replacing static
    certificates with automated network micro-segmentation.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Zero Trust Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/securing-istio-workloads-with-auth0:
  title: 'thenewstack.io: Securing Istio Workloads with Auth0'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step tutorial on securing microservice workloads by configuring
    Istio RequestAuthentication to validate Auth0-issued JSON Web Tokens (JWT). Offloads
    token validation to the Envoy proxy sidecar, shielding backend services from authorization
    code boilerplates.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world:
  title: 'thenewstack.io: Securing Kubernetes in a Cloud Native World'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This technical analysis explores how security shifts within high-velocity
    cloud-native deployments. Outlines strategies for managing immutable infrastructure,
    dynamic policy updates, and zero-trust routing. Strongly advocates for shifting
    security controls left and using automated gating engines.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Architecture
  - DevSecOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/security-insights-into-infrastructure-as-code:
  title: 'thenewstack.io: Security Insights into Infrastructure-as-Code'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines vulnerability mapping and mitigation strategies in Infrastructure-as-Code
    files, emphasizing Terraform, CloudFormation, and Ansible templates. Discusses
    the dangers of utilizing loose public access defaults and unsecured parameters.
    Focuses on the imperative of automated pipeline compliance scanning.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Static Analysis
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops:
  title: 'thenewstack.io: Security Will Be Instrumental for the Success of GitOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the vital link between Git security and production security.
    Outlines how to secure the Git repository itself (via commit signing, branch protection
    rules, and credential scanning) as it becomes the high-value target for supply
    chain attacks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Security
  - Risk Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/serverless-needs-more-observability-tools:
  title: 'thenewstack.io: Serverless Needs More Observability Tools'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of early observability gaps within highly ephemeral, stateless
    serverless workloads (e.g., AWS Lambda). While cold starts and execution tracing
    were historically hard, 2026 live grounding showcases massive improvements using
    lightweight OpenTelemetry layers and eBPF kernel tracing.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 7ed222a3a13d8677434896b4bdf08f1f163d285f00a671ed723ef199d4a6f283
  health_score: 100.0
  last_checked: 1779029916.510361
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native
  - Observability
  - Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:58:36.510361+02:00'
https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote:
  title: 'thenewstack.io: Serverless vs. Kubernetes: The People’s Vote'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Presents developer survey feedback and architectural trade-offs between
    hosting standard containers in Kubernetes versus deploying logic within serverless
    frameworks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Kubernetes vs Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/service-level-objectives-in-kubernetes:
  title: 'thenewstack.io: Service Level Objectives in Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis of implementing resilient Service Level Objectives (SLOs) natively
    inside Kubernetes environments. Explains mathematical error-budget calculation
    methodologies, Prometheus alert thresholds, and the strategic alignment of technical
    service indicators with business values.
  language: English
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Metrics
  - SLO Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes:
  title: 'thenewstack.io: Service Mesh Adds Security, Observability and Traffic Control
    to Kubernetes'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An overview of service mesh implementations, detailing how they abstract
    the communication infrastructure away from the application code. It focuses on
    the delivery of automated mTLS, fine-grained canary rollouts, and holistic tracing
    capabilities.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Kubernetes Networking
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/service-meshes-in-the-cloud-native-world:
  title: 'thenewstack.io: Service Meshes in the Cloud Native World'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines the role of service meshes as a fundamental design pattern
    of the cloud-native ecosystem, highlighting how dynamic runtime topologies are
    sustained, governed, and simplified via standardized control planes.
  language: None
  resource_type: article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized:
  title: 'thenewstack.io: Centralized vs. Decentralized Operations'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the architectural and operational trade-offs of centralized
    operations versus decentralized embedded-SRE teams. Helps platform architects
    structure their engineering departments based on business unit autonomy and release
    velocity.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Organizational Design
  - Operating Models
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes:
  title: 'thenewstack.io: ShuttleOps: No-Code Docker and Kubernetes'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical feature article reviewing ShuttleOps' attempt to democratize
    containerized application delivery through a drag-and-drop orchestration layer,
    mapping out visually how code transforms to containers without YAML overhead.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - No-Code Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape:
  title: 'thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores how native sidecar containers (introduced in K8s 1.28) redefine
    load-testing execution. By decoupling helper utilities from core application workloads,
    sidecars simplify performance benchmarking and operational telemetry.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Design Patterns
  - Sidecar Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/simple-http-load-testing-with-slos:
  title: 'thenewstack.io: Simple HTTP Load Testing with SLOs'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical exploration of how modern load testing tools are adopting
    Service Level Objectives (SLOs) as first-class assertions. It contrasts classical
    metric collections against modern SLO-driven assertions (e.g., verifying 95th
    percentile latency is under 100ms), showcasing how to integrate these checks directly
    into automated deployment flows.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Testing
  - Performance Testing
  - Service Level Objectives
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/simple-load-testing-with-github-actions:
  title: 'thenewstack.io: Simple Load Testing with GitHub Actions'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical engineering guide detailing how to build an automated, zero-infrastructure
    load testing flow using GitHub Actions. It highlights how integrating lightweight
    load generators (like k6 or Vegeta) into standard YAML workflows establishes early
    performance baselines and guards against performance regressions.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitHub Actions
  - Performance Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/slos-in-kubernetes-1-year-later:
  title: 'thenewstack.io: SLOs in Kubernetes, 1 Year Later'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational retrospective detailing the practical challenges and
    iterative tuning required to maintain robust SLO metrics over a twelve-month horizon
    in live production environments. Discusses tackling alert fatigue and scaling
    telemetry storage.
  language: English
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Metrics
  - SLO Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/software-development:
  title: 'thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for
    DevOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the industry-wide evolution from manual deployment scripting
    toward robust declarative GitOps controllers. By abstracting execution environments
    inside the cluster, security risks and operational overhead are dramatically reduced.
    It highlights how GitOps enables faster onboarding of junior developers.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war:
  title: 'thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive market analysis examining Istio's technical and community
    dominance over competitor service meshes. Highlights how deep integration with
    Kubernetes, rich feature sets, and aggressive industry backing cemented Istio
    as the dominant standard for service-to-service connectivity.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both:
  title: 'thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Argues that successful modern Platform Engineering requires marrying
    DevOps velocity patterns with SRE reliability practices inside the developer platform
    tooling layer.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Platform Engineering
  - Strategic Alignment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config:
  title: 'thenewstack.io: SSH Made Easy with SSH Agent and SSH Config'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Hands-on walk-through explaining SSH Agent operation, keystore lifecycle
    management, and optimizing the SSH client using advanced configuration constructs
    to minimize verbose CLI flags.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes:
  title: 'thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces KubeLinter's launch under the StackRox banner. Illustrates
    how integrating security check loops early in the software development lifecycle
    (Shift-Left) reduces misconfigurations in cluster deployments. Details basic CLI
    operation, customization of checks, and custom rule design.
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Static Analysis
  - Kubernetes Linting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage:
  title: "thenewstack.io: Stateful Workloads on Kubernetes with Container Attached
    Storage \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of Container Attached Storage (CAS) architectures, where
    storage software itself runs inside microservices to present local drives as resilient
    distributed storage pools. This approach, exemplified by OpenEBS and Portworx,
    maximizes hyper-converged agility.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Container Attached Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/stop-technical-debt-before-it-damages-your-company:
  title: 'thenewstack.io: Stop Technical Debt Before It Damages Your Company'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines proactive governance models to identify and mitigate tech debt
    before it stunts organizational velocity. Advocates for clear code quality baselines,
    integrated CI/CD linter pipelines, and dedicated refactoring sprints.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Methodology
  - Engineering Leadership
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack:
  title: 'thenewstack.io: Streaming Data and the Modern Real-Time Data Stack'
  description: '|  | **Modern Data Stack** | **Modern Real-Time Data Stack** |'
  year: '2022'
  stars: 0
  ai_summary: This technical comparison contrasts the offline batch processing of
    the Modern Data Stack with the low-latency Modern Real-Time Data Stack. It details
    the mechanics of utilizing Kafka, Pulsar, or Redpanda to feed continuous pipeline
    architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Real-Time Data
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code:
  title: "thenewstack.io: Struggling with IT Staff Leaving? Try Infrastructure as
    Code \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the organizational value of IaC in codifying systems architecture
    and retaining tribal knowledge. Helps mitigate risks associated with staff transitions
    and streamlines onboarding for new engineering hires.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Organizational
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value:
  title: 'thenewstack.io: Study: Silos Are the Chief Impediment to IT and Business
    Value'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes survey data proving how organizational and technological silos
    directly impede software delivery velocity and downstream business value. Argues
    that introducing modern container technology without breaking down departmental
    silos leads to failed platform transformations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Business Architecture
  - Organizational Structure
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/supercharge-coredns-with-cluster-addons:
  title: "thenewstack.io: Supercharge CoreDNS with Cluster Addons \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to optimize and expand CoreDNS utilizing custom cluster
    addons and selective plugin combinations. Details core performance profiles and
    caching methodologies to supercharge name resolution in dense, highly dynamic
    cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - DNS
  - Service Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation:
  title: 'thenewstack.io: Swimm Helps New Dev Hires Stay Afloat with Continuous Documentation'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines how continuous documentation practices supported by Swimm accelerate
    engineering onboarding, ensuring new developers have real-time, context-aware
    code blueprints.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Productivity
  - Documentation
  - Continuous Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code:
  title: 'thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About
    Infrastructure-as-Code'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive retrospection of the lessons that shaped the landmark Terraform
    1.0 milestone. Highlights improvements in state file handling, custom provider
    interfaces, and the maturation of HCL syntax semantics.
  language: English
  resource_type: Retrospective Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Major Releases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips:
  title: 'thenewstack.io: Terraform on AWS: Multi-Account Setup and Other Advanced
    Tips'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores enterprise Terraform architectures focusing on multi-account
    AWS structures and secure assume-role paradigms. Details how to coordinate backend
    state files and implement workspace isolations across organizations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/terraforms-best-practices-and-pitfalls:
  title: 'thenewstack.io: Terraform’s Best Practices and Pitfalls'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A diagnostic review examining common Terraform design errors, including
    monolithic state layouts and static credentials hardcoding. Provides engineering
    strategies to partition large state networks, establishing solid boundary scopes
    for cloud infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar:
  title: 'thenewstack.io: Testcontainers Integration Library Gets Commercial Backing''
    with AtomicJar'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 94051faa5fdaaf380030a84c858517ffccb5eee3eb315644cb442b6e327f33fa
  health_score: 100.0
  last_checked: 1779034422.748997
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/qa.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:13:42.748997+02:00'
https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing:
  title: 'thenewstack.io: TestKube: A New Approach to Cloud Native Testing'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An editorial introduction to Testkube's decoupled test-runner architecture.
    The piece explains how running test suites inside Kubernetes clusters eliminates
    the need to expose private APIs to external runner environments like GitHub Actions
    or GitLab CI.
  language: English
  resource_type: Technical Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 0c1745a8f0d6e7c692208e9ad1fedbc3d92213d3a14b4997d48f8196edfbcaf8
  health_score: 100.0
  last_checked: 1779030199.270963
  needs_ai_refresh: true
  hierarchy:
  - Testing
  - Test Orchestration
  - Industry Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:03:19.270963+02:00'
https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes:
  title: 'thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A follow-up analysis focusing on Testkube's integration with popular
    GitOps tooling. The article details how treating tests as Kubernetes custom resources
    ensures test pipelines automatically sync alongside the corresponding microservices.
  language: English
  resource_type: Technical Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 1b9c1b501be2135dc3ee22d69bd84e50519a23f65fd9adbd151a1ae68284aa81
  health_score: 100.0
  last_checked: 1779030658.370142
  needs_ai_refresh: true
  hierarchy:
  - Testing
  - Test Orchestration
  - Industry Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:10:58.370142+02:00'
https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability:
  title: 'thenewstack.io: The 4 Definitions of Multicloud: Part 1 — Data Portability'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Evaluates the concept of data portability within multi-cloud configurations.
    Focuses on the architectural mechanisms of synchronizing state across varying
    proprietary cloud databases, minimizing network egress latency, and utilizing
    modern cloud-native storage interfaces (CSI) for storage flexibility.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Data Management
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security:
  title: 'thenewstack.io: The 6 Pillars of Platform Engineering: Part 1 — Security'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines the security pillar of Platform Engineering, showing how to
    bake access control, compliance, vulnerability scanning, and secrets management
    directly into the paved path. This strategy ensures security compliance is passive
    and frictionless for product developers.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Pillars
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice:
  title: 'thenewstack.io: The Benefits and Drawbacks of DataOps in Practice'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the practical benefits and deployment drawbacks of DataOps.
    Outlines continuous integration strategies for analytical workflows, database
    schema migration safety, automated validation testing, and orchestrating massive
    data pipelines.
  language: Conceptual
  resource_type: Methodology Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Data Operations
  - DataOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021:
  title: 'thenewstack.io: The Best Site Reliability Engineering Tools in 2021'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An evaluative overview of top-tier reliability platforms. Focuses on
    tools addressing continuous anomaly detection, SLO dashboards, chaos engineering,
    and incident management pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Site Reliability Engineering
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-challenges-of-monitoring-kubernetes-and-openshift:
  title: 'thenewstack.io: The Challenges of Monitoring Kubernetes and OpenShift'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3
  health_score: 100.0
  last_checked: 1779032339.976003
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  discovered_at: '2026-05-17T17:38:59.976003+02:00'
https://thenewstack.io/the-cloud-native-landscape-platforms-explained:
  title: 'thenewstack.io: The Cloud Native Landscape: Platforms Explained'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: c04d6959199ddd8499c01571ff0d8015a21ef6141ad2d68df43b1e5a8dba2bb1
  health_score: 100.0
  last_checked: 1779033925.285006
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  discovered_at: '2026-05-17T18:05:25.285006+02:00'
https://thenewstack.io/the-coming-era-of-data-as-code:
  title: "thenewstack.io: The Coming Era of Data as Code \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents the 'Data as Code' philosophy, where datasets are treated with
    the same version control, testing, and continuous delivery disciplines as application
    source code. The author argues that data pipelines must have rigorous validation
    tests before execution. Live enterprise analytics frameworks validate this trend,
    showing that treating data declaratively is essential for stable, reproducible
    machine learning and analytical pipelines.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Data Operations
  - Data-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments:
  title: 'thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies core competencies required to bridge the gap between application
    engineering, infrastructure management, and information security. Explores training
    approaches for policy-as-code linting, automated vulnerability triage, and team
    threat modeling.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - DevSecOps
  - Engineering Skills
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-future-of-microservices-more-abstractions:
  title: 'thenewstack.io: The Future of Microservices? More Abstractions'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 32a7606ea43f5e0c14b7551ad20fbae17443ab78a078191d67d136bd0a96f41d
  health_score: 100.0
  last_checked: 1779031489.538303
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/introduction.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:24:49.538303+02:00'
https://thenewstack.io/the-future-of-ops-careers:
  title: "thenewstack.io: The Future of Ops Careers \U0001F31F\U0001F31F"
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes the evolution of systems careers, mapping the rise of specialized
    SRE and platform engineering positions to handle complex multi-cloud deployments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Culture
  - Career Development
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/the-growth-of-state-in-kubernetes:
  title: 'thenewstack.io: The Growth of State in Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical and architectural analysis of the growth of stateful applications
    inside Kubernetes. It documents the transition from early, experimental Peterson/Docker
    volume loops to highly hardened cloud-native database clustering engines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[EMERGING]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-hidden-costs-of-service-meshes:
  title: 'thenewstack.io: The Hidden Costs of Service Meshes'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An essential architectural analysis of the hidden performance costs
    of deploying service meshes. Details resource overhead limits (CPU/RAM per proxy),
    network latency penalties, and cognitive overhead for platform engineering teams.
  language: None
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-kubernetes-network-security-effect:
  title: "thenewstack.io: The Kubernetes Network Security Effect \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the industry paradigm shift toward dynamic microsegmentation.
    Discusses the downstream security benefits of adopting strict default-deny postures
    in multi-tenant environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Security
  - Zero Trust
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp:
  title: 'thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes shifts within the OWASP Top 10 web application vulnerabilities
    list. Highlights the prominence of Broken Access Control and Cryptographic Failures,
    showing a clear shift from simple code-level bugs (like injection) toward systemic
    architectural logic failures. Useful for security steering groups updating development
    policies.
  language: N/A
  resource_type: Article
  complexity: Basic
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Mitigation Standards
  - OWASP Top 10
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-most-popular-cloud-native-storage-solutions:
  title: "thenewstack.io: The most popular cloud native solutions \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: faf4291b9c2044bc614e34926ec7b8dff96a5f79c8b7efd21727bc222f63f11a
  health_score: 100.0
  last_checked: 1779033692.511776
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:01:32.511776+02:00'
https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021:
  title: 'thenewstack.io: The New Stack’s Top Kubernetes Stories of 2021'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A retro collection of tech journalism covering Kubernetes security vulnerabilities,
    runtime deprecations, and API improvements. Essential history context of cloud-native
    developments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Fundamentals
  - Industry Trends
  - Yearly Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-next-kubernetes-management-frontier-automation:
  title: "thenewstack.io: The Next Kubernetes Management Frontier: Automation. Automation
    Is No Longer a “Nice to Have” \U0001F31F\U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes automation frameworks as the definitive management frontier
    for multi-cluster operations. Curator Insight focuses on standard tooling, whereas
    Live Grounding demonstrates how GitOps-driven automation is a core requirement
    to support modern self-healing platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Cluster Operations
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says:
  title: 'thenewstack.io: The Next Step after DevOps and GitOps Is Cloud Engineering,
    Pulumi Says'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational examination of the shift from legacy DevOps models to
    full Cloud Engineering. Highlights how Pulumi bridges application development
    and infrastructure via standardized code workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Cloud Engineering
  - Pulumi
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters:
  title: 'thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the joint security guidance on Kubernetes hardening issued
    by the NSA and CISA. Translates government recommendations into actionable steps
    for enterprise IT administrators. Focuses on separation of credentials and configuring
    audit pathways.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes:
  title: 'thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article reviews the architectural evolution of running stateful
    database instances inside Kubernetes. It analyzes how modern storage interfaces
    (CSI) and specialized Operators now safely support stateful structures next to
    stateless applications.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - Data Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-rise-of-event-driven-architecture:
  title: 'thenewstack.io: The Rise of Event-Driven Architecture'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article documents the architectural factors that made event-driven
    integration standard in modern cloud-native enterprises. It explains how synchronous
    HTTP calls cause cascade failures and presents asynchronous patterns as the default
    design choice for complex topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Event-Driven Architecture
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-rise-of-the-event-streaming-database:
  title: "thenewstack.io: The Rise of the Event Streaming Database \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This piece explores the architectural rise of specialized event streaming
    databases (such as ksqlDB or Materialize). It details how traditional read-centric
    DB engines struggle under continuous live streams, and contrasts them with stream-first
    engines designed for real-time continuous query materialization.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Databases
  - Event Streaming
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem:
  title: 'thenewstack.io: The Rush to Fix the Kubernetes Failover Problem'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines architectural deficiencies in standard Kubernetes multi-cluster
    failover mechanisms. Analyzes modern active-active cross-cluster traffic routing
    strategies and external DNS synchronization tools that resolve cloud provider
    and region-level disasters.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - High Availability
  - Failover Mechanics
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-scalability-myth:
  title: 'thenewstack.io: The Scalability Myth'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Deconstructs the architectural fixation on infinite scaling patterns,
    exposing the operational costs and technical debt of prematurely optimizing for
    hyper-scale. Explores real-world performance tuning, database indexing, and efficient
    code paths as more cost-effective alternatives.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Performance Optimization
  - System Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/the-site-reliability-engineering-tool-stack:
  title: 'thenewstack.io: The Site Reliability Engineering Tool Stack'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the fundamental tooling categories necessary for robust SRE
    practices, spanning declarative Infrastructure as Code (IaC), performance profiling,
    on-call management, and automated monitoring integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai:
  title: 'thenewstack.io: The State of Kubernetes: Key Challenges and the Role of
    AI'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Examines the growing operational complexities in Kubernetes and the
    emergence of Artificial Intelligence for IT Operations (AIOps). Discusses how
    machine learning can automate anomaly detection, resource sizing recommendations,
    and automated troubleshooting.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Trends
  - AI Operations
  - Kubernetes Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived:
  title: 'thenewstack.io: The Time to Decide on Docker Desktop Has Arrived'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Strategic evaluation analyzing how Docker Desktop's commercial subscription
    timeline impacts enterprise operations, helping organizations choose between purchasing
    licenses or migrating to open-source alternatives.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Licensing & Licensing Shift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them:
  title: 'thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies critical anti-patterns in cloud secrets administration, detailing
    the hazards of static credential rotation, environment variable exposure, and
    Git commits. Recommends implementing ephemeral credentials via HashiCorp Vault,
    dynamic injection, and scoped role access.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - Risk Mitigation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise:
  title: 'thenewstack.io: The Urgency Driving AIOps into Your Enterprise'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the business and technology drivers forcing rapid enterprise
    integration of AIOps platforms. Addresses the challenge of telemetry overload
    and details how automated correlation engines optimize modern cloud networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Strategic IT Ops
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code:
  title: 'thenewstack.io: This Week in Programming: All Hail Visual Studio Code'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This programmatic review explores VS Code's ascent to market dominance.
    It analyzes the underlying lightweight Electron architecture, dynamic ecosystem
    scaling, and multi-language support that enable the platform to function effectively
    across diverse programming environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 8358a8656dbcb0da4c4db2d50690dbcf94b8e895767ef99220cb29135e7ac57d
  health_score: 100.0
  last_checked: 1779029113.299091
  needs_ai_refresh: true
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:45:13.299091+02:00'
https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork-with-opensearch:
  title: 'thenewstack.io: This Week in Programming: AWS Completes Elasticsearch Fork
    with OpenSearch'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the initial release milestones of OpenSearch 1.0. Focuses
    on the decoupling of proprietary Elastic modules to ensure a community-driven,
    open-source path forward for cloud providers and developers.
  language: None
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Log Management
  - OpenSearch
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn:
  title: 'thenewstack.io: This Week in Programming: Can You Feel the Burn?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This analysis focuses on developer burnout within accelerated release
    environments. It outlines organizational remedies to alleviate continuous delivery
    stress, advocating for structural changes in planning, tooling automation, and
    mental well-being initiatives inside technical orgs.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Professional Development
  - Developer Wellness
  - Burnout Prevention
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one:
  title: "thenewstack.io: This Week in Programming: Kubernetes from Day One? \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Debates the architectural trade-offs of starting projects on Kubernetes
    from inception versus migrating legacy monoliths. Evaluates how early adoption
    influences software delivery pipelines and containerizes early infrastructure.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
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  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Strategy
  - Application Lifecycle
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues:
  title: 'thenewstack.io: This Week in Programming: The ElasticSearch Saga Continues'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the technical and legal friction generated by Elastic's license
    change. Discusses how this licensing pivot forced major enterprises and open-source
    ecosystems to migrate infrastructure to OpenSearch or accept SSPL/Elastic licenses.
  language: None
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Log Management
  - Industry Shifts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers:
  title: 'thenewstack.io: This Week in Programming: Windows Opens Up to Android Developers'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the integration of Android application virtualization inside
    the Windows developer workflow. Bridges target compilation and execution environments
    using native Windows subsystems for a streamlined developer experience.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Experience
  - Mobile Development
  - Windows Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/tigera-aims-ease-connectivity-pain-kubernetes:
  title: 'thenewstack.io: Tigera''s Calico Aims to Ease Connectivity Pain with Kubernetes'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1779032179.875021
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  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:36:19.875021+02:00'
https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices:
  title: "thenewstack.io: Tracing: Why Logs Aren’t Enough to Debug Your Microservices
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the technical limitations of traditional centralized logging
    in cloud-native microservices. Highlights how distributed tracing bridges context
    gaps, tracing request flow across network boundaries.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Distributed Tracing
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach:
  title: 'thenewstack.io: Transform and Future-Proof Your Architecture with MACH'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Introduces MACH (Microservices, API-first, Cloud-native, Headless) as
    a modern enterprise blueprint for agile digital experience platforms. This modular
    paradigm allows businesses to scale individual pieces independently, facilitating
    seamless integrations and preventing monolithic vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Modern Architectural Paradigms
  - MACH Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/tricks-for-cloud-cost-optimization:
  title: 'thenewstack.io: Tricks for Cloud Cost Optimization | Pavan Belagatti'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses key tactical tricks for managing cloud infrastructure billing.
    Focuses on the implementation of modern open-source Kubernetes cost observability
    tools (such as Kubecost) alongside active container rightsizing strategies to
    optimize compute expenditures.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications:
  title: 'thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Strategic overview of TriggerMesh's transition to open-source event-driven
    application integration utilizing Knative. Curator insights focus on its multi-cloud
    connectivity. Live 2026 grounding shows that although TriggerMesh underwent corporate
    restructuring and licensing shifts, its codebase remains a key reference for cloud-native
    integration paradigms.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud-Native
  - Serverless
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/true-success-in-process-automation-requires-microservices:
  title: 'thenewstack.io: True Success in Process Automation Requires Microservices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the convergence of Business Process Management (BPM) and microservices
    architecture. Argues that workflow orchestration must be decoupled into independent,
    scalable microservices to achieve resilience and avoid monolithic bottlenecks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Design Patterns
  - Process Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way:
  title: 'thenewstack.io: Trusted Delivery: Policy-Based Compliance the GitOps Way'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the fusion of Policy-as-Code (such as Kyverno and Open Policy
    Agent) with declarative GitOps pipelines. Curator Insight focuses on standard
    deployment setups, but Live Grounding emphasizes its critical security value in
    shift-left patterns. By verifying resource compliance within the pull-request
    flow before manifests are synced by controllers, organizations prevent cluster
    configurations from violating operational guardrails.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Policy & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf:
  title: 'thenewstack.io: Turbocharging AKS Networking with Calico eBPF'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the performance enhancements derived from running Calico's
    eBPF data plane over AKS cluster topologies. Discusses how bypassing traditional
    iptables routing overhead reduces connection latency and CPU usage. It remains
    a relevant comparative benchmark for high-performance networks.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Calico eBPF
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx:
  title: 'thenewstack.io: Tutorial - Configure Cloud Native Edge Infrastructure with
    K3s, Calico, Portworx'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A step-by-step tutorial configuring a complete edge topology. Leverages
    K3s orchestration, Calico eBPF-driven networking policies, and resilient Portworx
    data storage systems.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge & IoT
  - Architecture Patterns
  - Edge Data Store
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos:
  title: 'Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Multi-cloud tutorial explaining cluster federation workflows using Google
    Anthos. Coordinates the management, communication policies, and service mesh definitions
    across Amazon EKS and Microsoft Azure AKS clusters.
  language: Markdown
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Cloud Platforms
  - Anthos
  - Multi-Cluster Mesh
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster:
  title: 'Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates cross-cloud portability by deploying Google Cloud Marketplace
    containerized applications directly into Amazon EKS clusters via Anthos. Discusses
    multi-cloud identity mappings, ingress controller configurations, and registration
    procedures required to bridge GCP's service ecosystem into AWS workloads.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Cloud Solutions
  - Multi-Cloud Architectures
  - Anthos with EKS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management:
  title: 'Tutorial: GitOps in Multicluster Environments with Anthos Config Management'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive guide on establishing declarative configuration management
    in multi-cluster environments using Anthos Config Management (ACM). The tutorial
    details Git-to-cluster synchronization protocols, security policies via Config
    Controller, and cluster-state reconciliation mechanisms, representing a stable
    paradigm for enterprise hybrid-cloud control planes.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Cloud Solutions
  - Multi-Cluster GitOps
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  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-host-a-local-podman-image-registry:
  title: "thenewstack.io: Tutorial: Host a Local Podman Image Registry \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations tutorial detailing how to host and secure a local container
    image registry on a Podman development node. This blueprint outlines container
    networking setups, systemd integration, and storage mounting strategies, facilitating
    offline local image building and rapid microservice prototyping loops.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Local Registries
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service:
  title: 'thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes
    Service'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical tutorial on running OpenEBS as a local containerized block
    storage provider within Amazon EKS node groups, optimizing performance for persistent
    enterprise workloads.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Storage Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes:
  title: 'thenewstack.io: The AWS Shared Responsibility Model for Kubernetes'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical overview dissecting the limits of responsibility when
    managing containerized infrastructure on AWS. It contrasts the delineation of
    security controls between self-managed EC2 EKS node groups, managed node groups,
    and AWS Fargate abstractions.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 49e9f9cf77f36d5f306a1d0dbcbb2d567c851a4d8e871e50d346c505f6ade3a6
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  last_checked: 1779033640.107695
  needs_ai_refresh: true
  hierarchy:
  - Cloud Computing
  - AWS
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - aws.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:00:40.107695+02:00'
https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies:
  title: 'thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes emerging GitOps technologies and delivery paradigms. It
    focuses on how modern sync engines handle connectivity losses in hybrid environments
    and manage multi-tenant boundaries. It serves as a great tool for architects planning
    future-proof application delivery frameworks.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Continuous Deployment
  - GitOps
  - Ecosystem
  tags:
  - '[EMERGING]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api:
  title: "thenewstack.io: Unifying Kubernetes Service Networking (Again) with the
    Gateway API \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical industry analysis discussing the reunification of layer 4
    and layer 7 service networking. Highlights the collaborative benefits of separating
    cluster ops configurations from developer route manifests.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password:
  title: "thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and
    Password (Helm’s CVE-2021-32690) \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critical analysis of Helm security vulnerability CVE-2021-32690. Investigates
    how auth credentials could be inadvertently leaked to third-party domains during
    chart installations, emphasizing immediate upgrades to safe client versions.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Security
  - Vulnerabilities
  - CVE-2021-32690
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response:
  title: 'thenewstack.io: Use Chaos Engineering to Strengthen Your Incident Response'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how structured chaos experiments improve an organization's
    incident response systems. By executing planned simulations, teams refine alert
    routing, on-call page distributions, incident runbooks, and cross-functional post-mortems.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams:
  title: 'thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores how operations teams can build internal operational dashboards
    and trigger-action automation scripts using low-code tools. It emphasizes using
    visual drag-and-drop orchestration to decrease the engineering backlog for infrastructure
    maintenance.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - lowcode-nocode.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes:
  title: 'thenewstack.io: Using Chaos Engineering to Improve the Resilience of Stateful
    Applications on Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes specific failure paradigms and risk mitigation patterns when
    practicing chaos engineering on stateful Kubernetes applications. Evaluates how
    databases, storage queues, and shared volumes respond to network latency, node
    crashes, and storage attachment failures.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Stateful Systems
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data:
  title: 'thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines
    how to query private corporate document indexes using semantic vector databases
    paired with ChatGPT-style APIs securely.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 6a840541f51fdb019c2f1fcfb37c592726a16cb682292b395f21580e61a23bb0
  health_score: 100.0
  last_checked: 1779030020.739732
  needs_ai_refresh: true
  hierarchy:
  - Data Architecture
  - Retrieval-Augmented Generation
  - Enterprise AI
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:00:20.739732+02:00'
https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh:
  title: 'thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural examination of combining Traefik's edge ingress capabilities
    with the granular micro-segmentation of the Istio Service Mesh. This dual-layer
    approach optimizes ingress pathing while maintaining strict mTLS and telemetry
    enforcement across internal pod networks.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Traffic Management
  - Kubernetes Ingress Controllers
  - Traefik Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - web-servers.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8:
  title: 'thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates utilizing Iter8 to execute programmatic SLO assertions
    on REST endpoints. Ideal for modern CI/CD patterns validating performance bounds
    before traffic transitions to production.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - SLO Validation
  - REST APIs
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices:
  title: 'thenewstack.io: vFunction Transforms Monolithic Java to Microservices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep-dive case study covering how vFunction automates the decomposition
    of complex legacy Java application structures into modern cloud-native APIs. Illustrates
    mapping monolithic complexity to decoupled Domain-Driven Design (DDD) boundaries.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Modernization
  - Monolith to Microservices
  - Case Studies
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/waf-securing-applications-at-the-edge:
  title: 'thenewstack.io: WAF: Securing Applications at the Edge'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of Web Application Firewall (WAF) deployments at the edge
    of cloud-native systems. It details how WAFs inspect layer-7 traffic and block
    malicious payloads before they can exploit application vulnerabilities. This edge
    defense layer is highly effective for protecting exposed APIs and microservices.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Network Security
  - Web Application Firewall
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops:
  title: 'thenewstack.io: Wait, Do We Need to Hold Up on GitOps?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides cautionary guidance about blindly adopting GitOps without solving
    core infrastructure bottlenecks. Urges teams to evaluate if their organization
    is ready for automated reconciliation and absolute commit-level audit trails.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Architecture
  - Critique
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager:
  title: 'thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines Bitwarden's specialized Secrets Manager. Evaluates its zero-knowledge
    architecture, CLI, programmatic API tokens, and SDK accessibility, highlighting
    its viability as an alternative to complex secrets management engines for distributed
    development teams.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - Bitwarden Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team:
  title: 'thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security
    Team'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Proposes restructuring legacy security organizations into collaborative
    platform engineering units. Focuses on embedding security experts with development
    teams to co-author automated guardrails, replacing manual governance gates with
    programmatic validations.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - DevSecOps
  - Organizational Culture
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/wave-goodbye-to-release-nights:
  title: 'thenewstack.io: Wave Goodbye to Release Nights'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide on using remote configuration and canary rollouts to move away
    from high-stakes, off-hours deployments. Outlines how routing-layer switches let
    developers quickly isolate bugs and roll back releases with minimal user impact.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Feature Management
  - Decoupling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator:
  title: "thenewstack.io: We Pushed Helm to the Limit, then Built a Kubernetes Operator
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A real-world case study outlining the transition from Helm charts to
    custom Go operators. It discusses the scaling limitations of template parsing
    when implementing complex state machines.
  language: N/A
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resources
  - Case Study
  - Migration
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes:
  title: 'thenewstack.io: Weave GitOps Core Integrates Git with Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Historical technical overview detailing Weave GitOps Core's launch and
    design paradigm. It explains how the core controller establishes declarative reconciliation
    to manage standard deployments using Flux engines under the hood.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Management
  - GitOps
  - Legacy Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity:
  title: 'thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An archived analytical exploration highlighting Weave's 'Trusted Delivery'
    framework, emphasizing secure supply chain integration with OPA policies and cryptographically
    verified pipelines inside Kubernetes environments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cluster Management
  - GitOps
  - Legacy Tools
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps:
  title: 'thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps''
    (Magalix)'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reports on Weaveworks' acquisition and integration of Magalix to embed
    Policy-as-Code directly into GitOps pipelines. Details how declarative governance
    policies can be evaluated in continuous-delivery cycles prior to deployment, preventing
    misconfigured resources from ever entering a live cluster.
  language: Go
  resource_type: News
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 464e95b3fc55b3d93cc5fff93f4e6bf1ca1feb8cc23533b2cb204805530f090a
  health_score: 100.0
  last_checked: 1779031110.988417
  needs_ai_refresh: true
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:18:30.988417+02:00'
https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps:
  title: 'thenewstack.io: Web3 Architecture and How It Compares to Traditional Web
    Apps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical breakdown comparing the architecture of traditional
    Web2 web applications (database-to-backend-to-frontend) with Web3 decentralized
    topologies. It outlines the role of blockchain consensus layers, smart contracts,
    RPC providers, client wallets, and distributed file stores (such as IPFS and Arweave).
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Emerging Paradigms
  - Web3 Architecture
  - Decentralized Systems
  - System Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - web3.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters:
  title: 'thenewstack.io: What David Flanagan Learned Fixing Kubernetes Clusters'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This synthesis highlights critical real-world lessons from fixing broken
    Kubernetes clusters under pressure, illustrating how misconfigurations lead to
    spectacular outages. It emphasizes that basic oversights in DNS configuration,
    RBAC permissions, and resource constraints cause the majority of cluster-wide
    failures. This post-mortem review serves as a warning and a guide to preventative
    cluster maintenance.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-clusters:
  title: 'thenewstack.io: What Does It Take to Manage Hundreds of Kubernetes Clusters?'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the challenges of managing large fleets of Kubernetes clusters
    in production. Evaluates key strategies for GitOps-driven deployment automation,
    programmatic RBAC enforcement, policy propagation, and consolidated fleet telemetry
    across environments.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Multi-Cluster Management
  - Fleet Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams:
  title: "thenewstack.io: What Is Cloud Automation and How Does It Benefit IT Teams?
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies cloud automation paradigms, describing how automated resource
    provisioning, scaling, and configuration reduce operational overhead and human
    error. Key focus is placed on programmatic API orchestration and infrastructure-as-code.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/what-is-container-monitoring:
  title: 'thenewstack.io: What Is Container Monitoring?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Details the core components of container-level metric collection, explaining
    the collection layers between host OS kernels, container runtimes (containerd),
    and container orchestrators. Curator Insight: Structural baseline for container
    runtimes. Live Grounding: Invaluable context for engineers trying to diagnose
    performance issues when transitioning from VMs to bare-metal containers.'
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Containers
  - Observability
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/what-is-data-management-in-the-kubernetes-age:
  title: 'thenewstack.io: What Is Data Management in the Kubernetes Age?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Redefines how data management must adapt to the API-first, declarative
    paradigm of Kubernetes. Highlights key criteria including multi-cloud data transportability,
    self-healing database engines, and policy-driven backups.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Data Governance
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/what-is-gitops-and-why-it-might-be-the-next-big-thing-for-devops:
  title: 'thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for''
    DevOps'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 489203d7c644a615dd8c991690faeec1a09c7b7699df5401d74e958dc09808c7
  health_score: 100.0
  last_checked: 1779032034.642614
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/gitops.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:33:54.642614+02:00'
https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it:
  title: "thenewstack.io: What Is Istio and Why Does Kubernetes Need it? \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory overview focusing on how Istio decouples communication
    concerns from business logic. Explains the operational benefits of shifting circuit
    breaking, telemetry collection, and dynamic routing into Envoy proxies.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/what-is-the-modern-cloud-native-stack:
  title: "thenewstack.io: What is the modern cloud native stack? \U0001F31F\U0001F31F"
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Maps out the components of the modern Cloud Native Computing Foundation
    (CNCF) stack. From container runtimes (containerd) and orchestration (Kubernetes)
    to service meshes (Istio/Linkerd) and GitOps deployment paradigms (ArgoCD), this
    serves as an essential reference architecture.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - CNCF Ecosystem
  - Platform Engineering
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/what-we-learned-from-enabling-developer-self-service:
  title: 'thenewstack.io: What We Learned from Enabling Developer Self-Service'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the lessons learned from deploying internal developer platforms.
    Emphasizes that successful self-service portals require careful user-research,
    avoiding over-automation, and continuous developer feedback loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Self-Service
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes:
  title: 'thenewstack.io: What Workloads Do Businesses Run on Kubernetes?'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Surveys modern workload distribution patterns on Kubernetes. Identifies
    the progressive shift from purely stateless microservices to highly data-intensive
    stateful applications like database instances, AI/ML pipelines, and data queues.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Workloads
  - Enterprise Use-Cases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture:
  title: 'thenewstack.io: The Biggest Gap in Kubernetes Storage Architecture?'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical deep dive exposing systemic architectural gaps in early
    Kubernetes CSI iterations, focusing on data protection, consistency, and disaster
    recovery. It tracks how vendors and the community resolved these limits through
    CSI snapshotting and backup controller patterns.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/when-is-decentralized-storage-the-right-choice:
  title: 'thenewstack.io: When Is Decentralized Storage the Right Choice?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical evaluation of decentralized, blockchain-inspired storage
    networks for enterprise cloud-native systems. It contrasts traditional localized
    SAN/NAS setups with distributed network topologies, focusing on data privacy,
    redundancy, and regional compliance factors.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/when-you-need-or-dont-need-service-mesh:
  title: 'thenewstack.io - Service Mesh: The Gateway to Cloud Migration'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pragmatic decision matrix exploring when to adopt a service mesh versus
    when standard Kubernetes networking abstractions suffice. Analyzes traffic control,
    security, and team capability variables.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Service Mesh
  - Architecture
  - Strategic Planning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve:
  title: 'thenewstack.io: Where Are You on the DevSecOps Maturity Curve?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the transition stages of DevSecOps maturity in modern organizations.
    Focuses on moving from retrospective scanning audits to declarative, fully automated
    Security-as-Code setups integrated directly into delivery pipelines to enable
    metric-driven risk reduction.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - DevSecOps
  - Maturity Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops:
  title: 'thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the functional overlaps between SREs and DevOps professionals.
    Highlights how monitoring, CI/CD automation, and shared configuration management
    unify these roles into a cohesive system reliability and deployment delivery vehicle.
  language: English
  resource_type: blog
  complexity: intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Synergies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - sre.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough:
  title: 'thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is
    Not Enough'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A high-level systems analysis of cognitive load in Kubernetes operations.
    Compares direct CLI administration to modern visual dashboards, highlighting why
    visual layouts are necessary to map complex resource topology and debug quickly.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-based-devel.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/why-and-how-you-should-manage-json-with-sql:
  title: 'thenewstack.io: Why (and How) You Should Manage JSON with SQL'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains the paradigm shift of managing schema-flexible JSON payloads
    directly inside relational database systems using standard SQL queries. Evaluates
    performance compromises, indexing techniques, and JSONB implementation within
    modern Postgres engines.
  language: SQL
  resource_type: Technical Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Data Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - yaml.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops:
  title: 'thenewstack.io: Why ArgoCD Is the Lifeline of GitOps'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Evaluates the architectural superiority of ArgoCD as a pull-based GitOps
    operator. Focuses on its continuous reconciliation loop, granular cluster state
    visualization, and out-of-the-box self-healing capabilities that minimize human
    intervention.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too:
  title: 'thenewstack.io: Why Backend Developers Should Fall in Love with GraphQL
    too'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains why backend developers should adopt GraphQL. Highlights schema-driven
    contract design, data orchestration capabilities, and how it simplifies version
    management compared to REST.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - API Architectures
  - GraphQL
  - Adoption
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation:
  title: 'thenewstack.io: Why Businesses Want to Enable ‘No-Code’ and ‘Low-Code’ Automation'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Investigates the enterprise drive behind adopting citizen development
    frameworks. It outlines how no-code integration patterns help businesses automate
    routine business logic quickly, despite raising governance and shadow-IT concerns.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - lowcode-nocode.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations:
  title: 'thenewstack.io: Why Chaos Engineering Isn’t Just for Operations'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores why resilience engineering is a collaborative software development
    responsibility rather than an operational afterthought. Discusses using simulated
    outages to expose application logic flaws, API dependency assumptions, and downstream
    cascading failures in production.
  language: English
  resource_type: Opinion / Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons:
  title: 'thenewstack.io: Why Choose a NoSQL Database? There Are Many Great Reasons'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes functional arguments for adopting NoSQL engines within enterprise
    tech stacks. Explores rapid schema iterations, telemetry data streaming integration,
    and multi-datacenter active-active high-availability patterns.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Decision Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - nosql.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach:
  title: 'thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains why dynamic microservice scheduling demands a transition from
    traditional perimeter security to zero-trust architectures. Covers using cryptographically
    verified workload identities (via SPIFFE/SPIRE), mandatory mTLS, and end-to-end
    request context validation.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Cloud-Native
  - Zero Trust Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale:
  title: 'thenewstack.io: Compute and Storage Should Be Decoupled for Log Management
    at Scale'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural case study advocating for the strict decoupling of
    compute nodes and storage backends within log-aggregation systems. This pattern,
    exemplified by Loki and Elasticsearch, ensures that volatile search workloads
    do not degrade raw historical index durability.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://thenewstack.io/why-developers-should-learn-kubernetes:
  title: 'thenewstack.io: Why developers should learn kubernetes'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Analyzes the business and architectural reasons developers must understand
    container orchestrators. Highlights how local-to-cloud parity and declarative
    environment configurations boost team velocity and service reliability.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Fundamentals
  - Advocacy
  - Developer Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes:
  title: "thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes?
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep discussion outlining why standard Kubernetes routing resources
    fall short of handling sophisticated application-level routing. Demonstrates how
    Istio implements intelligent weight-based splitting, distributed tracing, and
    zero-trust policies out of the box.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud:
  title: 'thenewstack.io: Why Kubernetes Has Emerged as the ‘OS’ of the Cloud'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A conceptual piece detailing how Kubernetes has evolved from a container
    scheduler into the universal control plane for modern cloud infrastructure. Analyzes
    its extensible API design (CRDs) and operator pattern as the core mechanisms enabling
    it to manage storage, VMs, databases, and network topologies uniformly.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Trends
  - Cloud Operating System
  - Architecture Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication:
  title: 'thenewstack.io: Why Open Source Project Maintainers are Reluctant to use
    Digital Signatures, Two-Factor Authentication'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the workflow friction and usability issues surrounding GPG/SSH
    commit signing and multi-factor authentication (MFA) in open-source projects.
    Examines the trade-offs between supply-chain security mandates and developer velocity.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Security and Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/will-grafana-become-easier-to-use-in-2022:
  title: 'thenewstack.io: Will Grafana Become Easier to Use in 2022?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines Grafana's platform roadmap toward simplifying visual dashboarding,
    query building, and exploration. Focuses on low-barrier UI paradigms to democratize
    data analytics without reducing technical expressiveness.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - User Experience & Usability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenewstack.io/yet-another-log4j-security-problem-appears:
  title: 'thenewstack.io: Yet Another Log4j Security Problem Appears'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article tracks the emergence of subsequent vulnerabilities discovered
    within early Log4j patch updates. It analyzes why partial mitigations and incomplete
    configurations failed to resolve the issues, highlighting the need for comprehensive
    updates. It provides crucial context for managing complex software supply chain
    threats.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4j Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code:
  title: 'thenewstack.io: Yor Automates Tagging for Infrastructure as Code'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the capabilities of Yor, an automated tagging engine designed
    to apply consistent metadata to IaC assets (Terraform, CloudFormation). Tracks
    resource ownership, drift, and git commit history through auto-injected tags,
    improving traceability and cloud financial operations (FinOps).
  language: Go
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: a986652d7b5cb4f8f08fd4b5ba434346d871af68c4c6f194e1b5dd537fb5bc12
  health_score: 100.0
  last_checked: 1779032232.087889
  needs_ai_refresh: true
  hierarchy:
  - Cloud-Native Platforms
  - Infrastructure-as-Code
  - Tagging & Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:12.087889+02:00'
https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database:
  title: 'thenewstack.io: You Don’t Need a Blockchain, You Need a Time-Series Database'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical architectural article arguing against the systemic misuse
    of blockchain technologies for transactional audit logging. Demonstrates that
    time-series databases provide equivalent historic immutability, superior indexing
    speed, and scalable writes.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Time-Series
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/zero-trust-security-with-service-mesh:
  title: 'thenewstack.io: Zero-Trust Security with Service Mesh'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: This article explores how a service mesh constructs a zero-trust network
    topology within Kubernetes. By utilizing cryptographic service identity certificates,
    active namespace isolation, and strict SPIFFE/SPIRE integrations, it implements
    seamless mutual TLS authentication (mTLS) across the cluster.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing:
  title: 'thenewstack.io: ZeroLB, a New Decentralized Pattern for Load Balancing'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Introduces the architectural paradigm of ZeroLB, targeting the complete
    elimination of centralized software or hardware load balancers. Shifts proxy decisions
    directly onto local sidecars, minimizing hops and eliminating centralized single
    points of failure.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Load Balancing
  - Decentralized
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thenextweb.com/news/6-practical-tricks-every-python-developer-should-have:
  title: 'thenextweb.com: 6 practical tricks every Python developer should have'
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explores highly pragmatic coding techniques in Python, including clean
    list comprehensions, multiple assignments, unpacking expressions, and dict lookups
    to streamline backend codebase efficiency and developer onboarding speed.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands:
  title: 'thenextweb.com: A beginner’s guide to the most popular Git commands'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An onboarding guide detailing essential commands such as clone, checkout,
    add, commit, and push. Focuses on safe, non-destructive path manipulations and
    branch tracking configurations to help developers avoid common working directory
    traps.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenextweb.com/readme/2020/09/23/6-practical-tricks-every-python-developer-should-have:
  title: 'thenextweb.com: 6 practical tricks every Python developer should have'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ff18a3f469ff31582f1296e8600984a249766ac75ea8a7e0dc9140340e260bb2
  health_score: 100.0
  last_checked: 1779031459.1035
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/python.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:24:19.103500+02:00'
https://thenextweb.com/syndication/2020/09/02/a-beginners-guide-to-the-most-popular-git-commands:
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https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes:
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  ai_summary: An educational guide into the foundational anatomy of Kubernetes Pods.
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://thenucleargeeks.com/2021/03/28/taints-and-tolerations-in-kubernetes:
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  ai_summary: 'A curated technical resource and architectural guide covering thenucleargeeks.com:
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https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering thenucleargeeks.com:
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https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide:
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    access as well as to limit the attack surface.\n    - Use log auditing so that
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    \   - Periodically review all Kubernetes settings and use vulnerability scans
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    applied."
  year: '2021'
  stars: 0
  ai_summary: Detailed breakdown of the NSA/CISA Kubernetes Hardening Guide. Emphasizes
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  language: English
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  needs_ai_refresh: false
  hierarchy:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities:
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  description: '- [ncsc.gov.uk: Introducing Scanning Made Easy](https://www.ncsc.gov.uk/information/page-removed)
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  stars: 0
  ai_summary: This article outlines a UK National Cyber Security Centre (NCSC) initiative
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  hierarchy:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thevaluable.dev/vim-advanced:
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  description: ''
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  stars: 4
  ai_summary: An excellent advanced guide explaining complex Vim paradigms including
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  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
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  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Text Editors
  - Vim
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs:
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  description: ''
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  stars: 0
  ai_summary: An illustrated guide detailing why high compensation cannot offset toxic
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  resource_type: article
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  status: online
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  hierarchy:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://thinking-cities.readthedocs.io:
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https://thinking-cities.readthedocs.io/en/latest:
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  hierarchy:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html:
  title: 'thinkinglabs.io: Feature Branching considered Evil'
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  stars: 0
  ai_summary: A critical analysis of the hidden architectural costs of isolated development
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  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://thinkinglabs.io/talks/feature-branching-considered-evil.html:
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  stars: 1
  ai_summary: An analytical critique of long-lived feature branching practices, advocating
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://thinksys.com/azure/azure-devops-pipeline-complete-guide:
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  hierarchy:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison:
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  stars: 0
  ai_summary: Compiles scaling speed, container storage integrations, network overlays,
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https://thinksys.com/devops/kubernetes-autoscaling:
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  stars: 0
  ai_summary: A conceptual guide summarizing horizontal, vertical, and cluster autoscaling
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  hierarchy:
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https://thinksys.com/devops/kubernetes-multi-tenancy:
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https://thomasthornton.cloud:
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  hierarchy:
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https://thomasthornton.cloud/2020/07/08/deploy-terraform-using-azure-devops:
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https://thomasthornton.cloud/2021/03/19/deploy-terraform-using-github-actions-into-azure:
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https://thomasthornton.cloud/2021/04/29/scout-suite-reports-using-azure-devops-pipeline:
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  stars: 0
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  needs_ai_refresh: false
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https://thomasthornton.cloud/2021/08/04/conditional-variables-in-azure-devops-pipelines:
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  description: ''
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
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  is_microservice: false
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https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops:
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https://thomasthornton.cloud/2022/01/24/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline:
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  discovered_at: '2026-05-17T17:21:06.239071+02:00'
? https://thomasthornton.cloud/2022/04/13/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline
: title: '==thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts''
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  ai_summary: A detailed technical tutorial showing how to configure KubeLinter inside
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https://thomasthornton.cloud/2022/06/02/writing-reusable-terraform-modules:
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  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
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? https://thomasthornton.cloud/2022/11/09/building-and-deploying-to-an-aks-cluster-using-terraform-and-azure-devops-with-kubernetes-and-helm-providers
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? https://thomasthornton.cloud/2024/01/31/enforcing-kubernetes-best-practices-and-simplifying-kubernetes-configuration-validation-with-kube-linter-and-github-actions
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? https://thomasthornton.cloud/building-and-deploying-to-an-aks-cluster-using-terraform-and-azure-devops-with-kubernetes-and-helm-providers
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? https://thomasthornton.cloud/enforcing-kubernetes-best-practices-and-simplifying-kubernetes-configuration-validation-with-kube-linter-and-github-actions
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https://thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean:
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https://thoth-station.ninja:
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https://thoughtbot.com/blog/zero-downtime-rails-deployments-with-kubernetes:
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https://threadreaderapp.com/thread/963413508300812295.html:
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https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239:
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https://tiagodiasgeneroso.medium.com/observability-concepts-you-should-know-943fc057b208:
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https://tier1app.com:
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https://tigerabrodi.hashnode.dev/interviewing-software-developers:
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https://tilt.dev:
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https://tldp.org/LDP/sag/html/index.html:
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https://tldrsec.com/?404=%2Fguides%2Fkubernetes:
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https://tldrsec.com/guides/kubernetes:
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https://tom-sapak.medium.com/deployment-vs-statefulset-for-stateful-applications-eebd6522e102:
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  ai_summary: 'A curated technical resource and architectural guide covering tom-sapak.medium.com:
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https://tomd.xyz/jenkins-shared-library:
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https://tomd.xyz/kubernetes-event-driven-keda:
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https://tomee.apache.org:
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https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545:
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https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-steps-towards-devops:
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https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ansible-code:
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https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-code:
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  hierarchy:
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https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates-in-the-ansible-code:
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https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-encrypting-strings-instead-of-files:
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https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule:
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https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-for-an-ansible-project:
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https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for-our-ansible-automation:
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? https://towardsaws.com/from-scratch-to-production-deploying-eks-clusters-and-applications-with-ci-cd-using-jenkins-and-f27d4686d5fe
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https://towardsaws.com/integrating-python-amazon-api-gateway-lambda-sqs-and-sns-services-6015631d5527:
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  - '[COMMUNITY-TOOL]'
  v1_locations:
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  discovered_at: '2026-05-17T17:35:49.929591+02:00'
https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971:
  title: 'towardsaws.com: Kubernetes Multi-Tenancy Approach'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
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  language: English
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  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029948.083092
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
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  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:59:08.083092+02:00'
https://towardsaws.com/networking-basics-in-aws-ab72882855c4:
  title: 'towardsaws.com: Networking Basics in AWS'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030322.866243
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  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:05:22.866243+02:00'
https://towardsaws.com/terraform-basics-creating-custom-aws-vpc-subnets-and-route-tables-4e7075135e99:
  title: 'towardsaws.com: Terraform Basics: Creating Custom AWS VPC, Subnets, and''
    Route Tables'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
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    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034391.810585
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:13:11.810585+02:00'
https://towardsdatascience.com/3-high-availability-cloud-concepts-you-should-know-93f3bab2cb4a:
  title: 'towardsdatascience.com: 3 High Availability Cloud Concepts You Should Know'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Explores three fundamental high-availability cloud strategies: active-active
    vs active-passive configurations, geo-redundant database replication, and zero-downtime
    DNS-routed failovers. Discusses mathematical SLA models and network traffic planning
    required to achieve high service uptime.'
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - High Availability
  - Core Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15:
  title: 'towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python
    Pandas'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into high-efficiency Pandas data-wrangling techniques.
    Covers aggregation, filtering, melting, pivoting, merging, and masking complex
    datasets for upstream analytical and ML training pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Science
  - Python Data Science
  - Pandas
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576:
  title: 'towardsdatascience.com: A Git cheatsheet that all coders need'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes essential syntax and common CLI combinations into an easily
    accessible reference index, enabling rapid search capabilities during routine
    coding tasks.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29:
  title: 'towardsdatascience.com: A Kubernetes architecture for machine learning web-application
    deployments'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines a highly resilient architectural blueprint for deploying machine
    learning models on Kubernetes. Discusses containerizing model APIs, managing resource
    limits, utilizing ingress controllers, and decoupling frontend services from computational
    inference backends. Offers concrete patterns for scaling web apps backed by heavy-weight
    deep learning payloads.
  language: YAML
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - MLOps
  - Kubernetes
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf:
  title: 'towardsdatascience.com: All The Important Features and Changes in Python
    3.10'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores architectural features introduced in Python 3.10, centering
    on Structural Pattern Matching (`match-case`), precise parenthesized context managers,
    improved error messages, and new Union typing syntax.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Language Updates
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288:
  title: "towardsdatascience.com: Apache Airflow Architecture \U0001F31F"
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An architectural breakdown exploring the foundational components of
    Airflow, including the metadata database, scheduler engine, and task executor
    options (Celery, Local, Kubernetes). Essential reading for understanding runtime
    orchestration.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Orchestration
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  - Apache Airflow
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd:
  title: 'towardsdatascience.com: Apache Airflow for containerized data-pipelines'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Explains how to design modern, isolated data ingestion pipelines inside
    Apache Airflow utilizing container environments. Isolating tasks inside dedicated
    containers prevents python library collisions, ensuring deterministic scheduling
    and robust operational execution.
  language: Python
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Container Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from-a-relational-8297ca99cb8f:
  title: 'towardsdatascience.com: At Its Core: How Is a Graph Database Different from
    a Relational One?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative guide contrasting graph database engines with relational
    systems. Discusses the performance optimizations of index-free adjacency networks
    and relationship traversals over complex relational table joins.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Graph Databases
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97:
  title: 'towardsdatascience.com: Automatically Generate Machine Learning Code with
    Just a Few Clicks'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Explores early AutoML and automated code-generation tools designed to
    accelerate the model-building lifecycle. Evaluates the architectural benefits
    of removing manual scaffolding from pipeline creation, while stressing the long-term
    necessity of custom code refactoring for performance-critical production systems.
  language: Python
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - AutoML
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  - Code Generation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842
: title: 'towardsdatascience.com: Build Machine Learning Pipelines with Airflow and
    Mlflow: Reservation Cancellation Forecasting'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Describes the convergence of Apache Airflow DAG orchestration with MLflow
    execution and model-tracking servers. Uses a concrete business use case (reservation
    forecasting) to illustrate scheduled dataset ingestion, remote training validation,
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  language: Python
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - MLOps
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c05:
  title: 'towardsdatascience.com: Can Github Copilot Replace Developers?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critically addresses the hypothesis that AI assistants like Copilot
    will displace human engineering staff. Concludes that generative tools serve as
    context-aware accelerants rather than fully autonomous system architects, shifts
    developer responsibility toward system design and code verification.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/create-your-first-ci-cd-pipeline-with-jenkins-and-github-6aefe21c9240:
  title: 'towardsdatascience.com: Create your first CI/CD pipeline with Jenkins and
    GitHub'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight identifies this article as a starter guide for constructing
    initial CI/CD pipelines bridging GitHub with a Jenkins instance. Live Grounding
    indicates it relies on standard webhook configurations and SSH deployment keys.
    This resource serves as an educational baseline for engineers learning automated
    testing integration.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - GitHub Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e:
  title: 'towardsdatascience.com: Data Domains and Data Products'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of how to define domain boundaries and formalize data
    products in a modern Data Mesh framework. It outlines criteria for establishing
    data ownership, SLA specifications, and technical standards to build reliable,
    discoverable, and interoperable dataset products.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Data Mesh
  - Data Products
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56106:
  title: "towardsdatascience.com: SQL vs. NoSQL: How to Select from 12 Database Types
    \U0001F31F\U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-density taxonomic guide that compares 12 distinct database variants
    including relational, document, key-value, graph, time-series, and ledger systems,
    mapping performance characteristics to concrete transactional use cases.
  language: English
  resource_type: Taxonomy Reference
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Architecture
  - Database Taxonomy
  - Selection Guide
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21:
  title: 'towardsdatascience.com: Deploying An ML Model With FastAPI — A Succinct
    Guide'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A step-by-step technical implementation guide utilizing FastAPI for
    low-latency ML model serving. Highlights the benefits of asynchronous request
    handling, built-in Pydantic data validation, and automated OpenAPI schema generation.
    Demonstrates how to package the application with Docker to establish a robust
    microservice baseline.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Model Serving
  - API Development
  - FastAPI
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-service-way-c54b8667d829:
  title: 'towardsdatascience.com: Deploying LLM Apps to AWS, the Open-Source Self-Service
    Way'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents a self-service architectural framework for deploying LLM microservices
    to AWS with open-source infrastructure-as-code tools. Outlines the provisioning
    of specialized GPU-backed instances, serverless scaling mechanics, and custom
    embedding cache deployments to balance performance with operating costs.
  language: Python
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Generative AI
  - LLM Ops
  - AWS
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf047ba:
  title: 'towardsdatascience.com: Fall in Love with Your Environment Setup'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Promotes a highly optimized local workspace utilizing
    modern terminal packages and code style automation.

    Live Grounding: Outlines configurations for zsh shell environments, poetry dependency
    lock structures, linting configurations (flake8), and styling formatters (black).'
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Development Environments
  - Workflow Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203
: title: 'towardsdatascience.com: From Dev to Deployment: An End to End Sentiment
    Classifier App with MLflow, SageMaker, and Streamlit'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Walks through a complete MLOps workflow deploying a sentiment classifier.
    Synthesizes MLflow for parameter and metric tracking, AWS SageMaker for hosting
    scalable compute environments, and Streamlit for rapid front-end application prototyping.
    Highlights the synergy of multi-cloud and hybrid-SaaS tooling.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - MLOps
  - Model Life Cycle
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-models-using-jenkins-and-docker-79034dbedf1:
  title: 'towardsdatascience.com: From DevOps to MLOPS: Integrate Machine Learning
    Models using Jenkins and Docker'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical guide bridges DevOps and MLOps by demonstrating how to
    containerize machine learning models using Docker and orchestrate their integration
    pipelines with Jenkins. It provides an architectural map for automating CI/CD
    routines for smart microservices, ensuring reproducible builds and robust test
    suites.
  language: Python
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Containers
  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa:
  title: "towardsdatascience.com: From Jupyter Notebooks to Real-life: MLOps \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Addresses the operational chasm between exploratory research in Jupyter
    notebooks and reliable, production-grade model deployments. Outlines a structured
    strategy for code modularization, environmental reproducibility, continuous monitoring,
    and automated retraining architectures.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Best Practices
  tags:
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  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/generating-python-scripts-with-openais-github-copilot-da0b3fdd989:
  title: 'towardsdatascience.com: Generating Python Scripts with OpenAi’s Github Copilot'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on exploration demonstrating code generation strategies for
    Python scripts using Copilot. Focuses on writing high-quality comments to prompt
    correct library imports and database operations. Outlines testing methodologies
    to weed out hallucinations.
  language: English
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https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6aedc1c46:
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  ai_summary: 'Curator Insight: Experiential digest detailing high-value commands
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https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f:
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  stars: 0
  ai_summary: A deployment guide detailing how to host containerized applications
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  hierarchy:
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  - Heroku
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  - kubernetes-alternatives.md
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https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593:
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  stars: 0
  ai_summary: Evaluates critical performance bottlenecks caused by misusing lists.
    Covers the $O(n)$ cost of left-side inserts/deletes, recommending `collections.deque`
    or specialized arrays instead for performance-critical systems.
  language: English
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  status: online
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  hierarchy:
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  - Python Core
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  tags:
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https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353:
  title: 'towardsdatascience.com: How to Use SQL Cross Joins'
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  year: '2021'
  stars: 0
  ai_summary: Provides a comprehensive mathematical and practical overview of Cartesian
    products (CROSS JOIN) in SQL. Examines computation footprint and scenarios where
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  language: English
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  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
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  - databases.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://towardsdatascience.com/jenkins-for-ci-is-dead-why-do-people-hate-it-and-whats-the-alternative-8d8b6b88fdba:
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  ai_summary: A curated technical resource and architectural guide covering towardsdatascience.com
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins-alternatives.md
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https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609:
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  stars: 0
  ai_summary: Evaluates the future of container orchestration versus FaaS models.
    Argues that serverless approaches do not replace Kubernetes; instead, they coexist
    through frameworks like Knative that run serverless control planes natively on
    top of Kubernetes clusters.
  language: English
  resource_type: Opinion / Article
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  hierarchy:
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  - Comparative Systems
  - Industry Trends
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  v1_locations: []
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  - serverless.md
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https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374:
  title: "towardsdatascience.com: Master Class Inheritance in Python \U0001F31F"
  description: ''
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  stars: 0
  ai_summary: 'Curator Insight: Evaluates inheritance concepts in Python including
    single, multiple, and hierarchical design paradigms.

    Live Grounding: Deep-dives into subclassing mechanics, resolving method chains
    via `super()`, and explains the intricate operations of Python''s Method Resolution
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  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
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  content_hash: null
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  hierarchy:
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  - Object-Oriented Programming
  - Inheritance
  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
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https://towardsdatascience.com/maximizing-the-utility-of-scarce-ai-resources-a-kubernetes-approach-0230ba53965b:
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  stars: 0
  ai_summary: 'Explores scheduling paradigms for high-value, scarce AI and ML infrastructure.

    - Covers GPU-slicing and Multi-Instance GPU (MIG) allocations under Kubernetes
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    - Details scheduling algorithms designed to maximize hardware utilization and
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  language: English
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  hierarchy:
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  - Specialized Workloads
  - AI & GPU Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  - kubernetes.md
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https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7:
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  stars: 0
  ai_summary: Presents specialized caching and memoization approaches to bypass redundant
    transformations in large Pandas DataFrames. Illustrates performance gains utilizing
    decorators, custom hashing, and memoization modules in distributed pipeline environments.
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  status: online
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
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https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80:
  title: 'towardsdatascience.com: Overview of UI Tools for Monitoring and Management
    of Apache Kafka Clusters'
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  stars: 0
  ai_summary: A comparative overview of web-based UI management consoles for monitoring
    and administrating Apache Kafka clusters. Contrasts Kafdrop, AKHQ, CMAK, and other
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  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Observability & UI
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  v1_locations: []
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  youtube_mosaic: {}
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https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e:
  title: 'towardsdatascience.com: Practical Introduction to PostgreSQL'
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  stars: 0
  ai_summary: Introductory guide to PostgreSQL. Covers basic architecture, core relational
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  language: SQL
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  status: online
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  hierarchy:
  - Databases
  - PostgreSQL
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
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https://towardsdatascience.com/python-iterables-vs-iterators-688907fd755f:
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  description: ''
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  stars: 0
  ai_summary: 'Curator Insight: Explains iteration models, separating Iterable abstractions
    from active state Iterator objects.

    Live Grounding: Details the internal execution of Python''s iteration protocol,
    highlighting execution steps of `__iter__` and `__next__` and lazy calculation
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  - Design Patterns
  tags:
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https://towardsdatascience.com/python-linked-lists-c3622205da81:
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  description: ''
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  ai_summary: 'Curator Insight: Demonstrates implementing custom singly and doubly
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    Live Grounding: Constructs object-oriented linked nodes, manual pointer mapping
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  is_microservice: false
  status: online
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  hierarchy:
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  tags:
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https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af:
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  stars: 0
  ai_summary: 'Curator Insight: Explains the boundary differences between runtime
    environment lockfiles and package build scripts.

    Live Grounding: Architecturally separates dynamic dependencies defined in `setup.py`
    (abstract constraints) from strict environment lockfiles in `requirements.txt`
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  resource_type: Article
  complexity: Intermediate
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  status: online
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  tags:
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? https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5
: title: "towardsdatascience.com: Architecture for High-Throughput Low-Latency Big
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  description: ''
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  stars: 0
  ai_summary: This blueprint outlines scalable cloud architectures for high-throughput,
    low-latency streaming pipelines. It compares standard messaging queues to log-based
    brokers and details how streaming analytics frameworks consume and store unstructured
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  language: English
  resource_type: Article
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Data Pipelines
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://towardsdatascience.com/step-by-step-approach-to-build-your-machine-learning-api-using-fast-api-21bd32f2bbdb:
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  description: ''
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  stars: 3
  ai_summary: Practical guide outlining the architectural components needed to design
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    exception handling, asynchronous inference configurations, and the construction
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  language: Python
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  status: online
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  hierarchy:
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  - FastAPI
  tags:
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  v2_locations:
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https://towardsdatascience.com/the-easiest-way-to-debug-kubernetes-workloads-ff2ff5e3cc75:
  title: 'towardsdatascience.com: The Easiest Way to Debug Kubernetes Workloads'
  description: ''
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  stars: 0
  ai_summary: Practical overview detailing baseline approaches to troubleshooting
    Kubernetes workloads, focusing on common command-line routines. It bridges the
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  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f:
  title: 'towardsdatascience.com: Unexpected Size of Python Objects in Memory'
  description: ''
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  stars: 0
  ai_summary: Inspects the underlying memory footprint of native Python objects (ints,
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  language: English
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  is_microservice: false
  status: online
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  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
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https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03:
  title: 'towardsdatascience.com: There is more to ‘pandas.read_csv()’ than meets
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  stars: 0
  ai_summary: Explores advanced configuration options of `pandas.read_csv()`. Focuses
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  language: English
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  is_microservice: false
  status: online
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  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
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https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-in-kubernetes-instantly-b69b192ec5e5:
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  stars: 3
  ai_summary: Curator Insight explores execution pipelines for scientific workloads
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    provide scalable, on-demand compute fabrics for heavy machine learning and mathematical
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  language: Python
  resource_type: Article
  complexity: Advanced
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  status: online
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  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Data Science Platform
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https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966:
  title: 'towardsdatascience.com: Schemafull streaming data processing in ML pipelines'
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  stars: 3
  ai_summary: Technical analysis of schema-driven streaming pipelines using Apache
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  language: Python
  resource_type: Article
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  status: online
  addition_method: manual
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  hierarchy:
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  - Streaming
  - Kafka
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https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708:
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  stars: 0
  ai_summary: 'Curator Insight: Constructs high-performance database extraction architectures
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    Live Grounding: Explains object-relational abstraction mechanisms, parameterized
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    parameters.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Databases & Storage
  - ORMs
  tags:
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https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9:
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  stars: 0
  ai_summary: 'Curator Insight: Explores synthetic data generation for testing pipelines
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    Live Grounding: Details custom provider integration, localized structured schemas,
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  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: null
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  hierarchy:
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  - Testing & Quality Assurance
  - Mocking
  tags:
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  - '[GUIDE]'
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https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc:
  title: 'towardsdatascience.com: You Should Use This to Visualize SQL Joins Instead
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Advocates for visual table-mapping paradigms instead of Venn diagrams
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  language: SQL
  resource_type: Concept Guide
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  is_microservice: false
  status: online
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  - '[GUIDE]'
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https://trstringer.com/kubernetes-ingress-with-contour:
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https://trstringer.com/kubernetes-node-ready:
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https://trstringer.com/kubernetes-validating-webhook:
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https://trstringer.com/otel-part1-intro:
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https://trstringer.com/run-kubernetes-pods-on-vm-types:
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https://trstringer.com/understanding-prefernoschedule:
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https://trunkbaseddevelopment.com:
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https://trunkbaseddevelopment.com/alternative-branching-models:
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https://try.digitalocean.com/app-platform:
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https://try.digitalocean.com/cloudplex:
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https://try.openshift.com:
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https://trycircular.com:
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https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020:
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https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html:
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https://ttl.sh:
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https://turbofuture.com/computers/introductiontodocker:
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https://turing.com:
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https://tusharsrivastava.hashnode.dev/handling-text-files-in-python-an-easy-guide-for-beginners:
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https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html:
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https://unit.nginx.org:
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https://upper.co:
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https://usehooks.com:
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https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499:
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https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html:
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https://v1.keptn.sh/docs/quickstart:
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https://v1.uncontained.io:
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https://v1.uncontained.io/playbooks/continuous_delivery/external-jenkins-integration.html:
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https://v8.dev:
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https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci:
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https://vadosware.io/post/so-you-need-to-wait-for-some-kubernetes-resources:
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https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet:
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https://vaex.io:
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https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet:
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https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1:
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https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-3:
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https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer:
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https://valohai.com/blog/llmops:
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? https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8
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https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell:
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? https://vcloud-lab.com/entries/microsoft-azure/create-an-azure-app-registrations-in-azure-active-directory-using-powershell-azurecli
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  ai_summary: A comparison and implementation guide for creating Azure App Registrations
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https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-certificate-based-authentication-in-azure:
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  ai_summary: Step-by-step documentation for configuring certificate-based authentication
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https://wbhegedus.me/understanding-kubernetes-cpu-limits:
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https://webhooks.app:
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https://websitesetup.org/python-cheat-sheet:
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https://wecloudpro.com/2020/01/13/kube-autp-aws.html:
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https://weekly.tf:
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https://wheel.readthedocs.io/en/stable:
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https://workshops.aws:
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https://worksome.co.uk:
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https://workspace.google.com/products/meet:
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https://workspaces.openshift.com:
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https://world.hey.com/joaoqalves/disasters-i-ve-seen-in-a-microservices-world-a9137a51:
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https://world.hey.com/sammy.henningsson/another-rest-vs-graphql-comparison-8e8357bb:
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https://wpamelia.com/calendly-vs-acuity:
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https://wpamelia.com/calendly-vs-doodle:
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  ai_summary: Presents a clear use-case contrast between Calendly's automated 1-on-1
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https://wpamelia.com/calendly-vs-youcanbook-me:
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https://writersbyte.com/4-key-python-data-structures-e-very-beginner-must-know:
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  ai_summary: 'A curated technical resource and architectural guide covering writersbyte.com:
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https://writersbyte.com/introduction-to-apis-with-python-fastapi:
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  ai_summary: 'A curated technical resource and architectural guide covering writersbyte.com:
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https://wut.dev/blog/2024/07/05/moving-aws-accounts-within-organization.html:
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? https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834
: title: '20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído
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  ai_summary: An analytical Spanish news report examining AWS outages that repeatedly
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https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code:
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  ai_summary: Presents a technical guide for configuring GPG commit signing within
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https://www.3scale.net:
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https://www.abc.es/economia/ingenieros-devops-pieza-clave-engranaje-digital-empresas-20230212000148-nt.html:
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  ai_summary: 'Curator Insight: Positions DevOps engineers as the driving force of
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https://www.aboutamazon.com/what-we-do/entertainment:
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? https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a
: title: 'aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)''
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https://www.aboutamazon.es/noticias/aws/la-region-aws-europa-espana-apoya-la-transformacion-digital-en-el-pais:
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  ai_summary: An Amazon corporate press announcement documenting the accelerated opening
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https://www.accurics.com/blog/terrascan-blog/terraform-security-improving-iac-scans-with-terraform-plan-output:
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https://www.acumen.io/blog/can-kanban-scale-for-teams-of-over-50-developers-when-should-you-consider-moving-to-scrum:
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  ai_summary: 'A curated technical resource and architectural guide covering acumen.io:
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https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx:
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  ai_summary: This architectural tutorial details the integration of MetalLB with
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https://www.addictivetips.com/mac-os/remap-a-windows-keyboard-for-a-mac:
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https://www.addteq.com/blog/2021/03/the-real-difference-between-devops-and-devsecops:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering addteq.com:
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https://www.addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure:
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https://www.ansible.com/blog/creating-custom-rules-for-ansible-lint:
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https://www.ansible.com/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes:
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https://www.ansible.com/blog/introducing-ansible-automation-platform-2:
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https://www.ansible.com/blog/kubernetes-meets-event-driven-ansible:
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https://www.ansible.com/blog/migrating-the-runbook-a-journey-from-legacy-to-devops:
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https://www.ansible.com/blog/now-available-red-hat-ansible-automation-platform-1.2:
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https://www.ansible.com/blog/providing-terraform-with-that-ansible-magic:
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https://www.ansible.com/blog/red-hat-ansible-tower-monitoring-using-prometheus-node-exporter-grafana:
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https://www.ansible.com/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform:
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https://www.ansible.com/blog/top-10-ansible-blogs-2022:
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https://www.ansible.com/blog/topic/ansible-tower:
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https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-content-navigator:
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https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-controller:
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https://www.ansible.com/hubfs/AnsibleFest%20ATL%20Slide%20Decks/Practical%20Ansible%20Testing%20with%20Molecule.pdf:
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https://www.ansible.com/products/automation-services-catalog:
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https://www.ansible.com/products/tower:
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https://www.ansible.com/resources/whitepapers/ansible-in-depth:
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https://www.ansiblefordevops.com:
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  year: '2025'
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  ai_summary: Companion portal for "Ansible for DevOps" by Jeff Geerling, widely recognized
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https://www.ansibleforkubernetes.com:
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  ai_summary: Reference site for Jeff Geerling's "Ansible for Kubernetes" book. It
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https://www.anthropic.com/engineering/how-we-contain-claude:
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    boundaries at Anthropic.
  year: '2026'
  stars: 4
  ai_summary: 'A highly transparent, authoritative engineering analysis by Anthropic
    detailing the multi-tiered sandboxing techniques used to secure Claude.

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

    - **Key Features**: Contrasts the use of gVisor for claude.ai, Seatbelt/Bubblewrap
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    - **Technical Significance**: Breaks down historical security breaches (e.g.,
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  language: en
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  complexity: advanced
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  hierarchy:
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  tags:
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  reputation_status: Vetted
  reputation_summary: Widely praised on Reddit and Hacker News as one of the most
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https://www.anthropic.com/news/anthropic-acquires-stainless:
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  description: Anthropic's strategic acquisition of Stainless, a developer tools startup
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    server generation, aiming to enhance developer integration and agent connectivity
    for Claude.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: This acquisition secures a crucial developer-facing
    SDK and protocol generation layer that rival models previously leveraged.


    Live Grounding: Official announcements verify that Stainless converts API specifications
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    facilitating token-efficient Model Context Protocol (MCP) server generation, directly
    scaling Claude''s agentic integrations.'
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  status: online
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  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Highly praised developer tool ecosystem; strategic acquisition
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https://www.anthropic.com/news/chris-olah-pope-leo-encyclical:
  title: Anthropic co-founder Chris Olah's remarks on Pope Leo XIV's encyclical "Magnifica
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  description: Full remarks of Anthropic co-founder Chris Olah at the Vatican City
    presentation of Pope Leo XIV's AI encyclical, addressing the commercial, geopolitical,
    and ethical incentives of frontier AI labs.
  year: '2026'
  stars: 4
  ai_summary: This address by Anthropic co-founder Chris Olah outlines the structural
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    labs in the wake of Pope Leo XIV's encyclical, 'Magnifica humanitas.' It argues
    that commercial, geopolitical, and personal ambitions often conflict with safety
    mandates, requiring independent, values-driven external oversight. Olah advocates
    for sustained, multi-faith and multi-disciplinary ethical dialogue to constrain
    and guide model alignment toward human flourishing.
  language: en
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  status: online
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  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Official address by Anthropic co-founder Chris Olah regarding
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https://www.anthropic.com/news/model-context-protocol:
  title: 'anthropic.com: Introducing the Model Context Protocol'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Anthropic's release document introducing the Model Context Protocol
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    external tools and data sources. MCP standardizes the JSON-RPC interface between
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    generative AI integrations and agentic workflows.
  language: None
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  status: online
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https://www.anthropic.com/news/series-h:
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  description: Anthropic closes a historic $65 billion Series H funding round on the
    back of crossing a self-reported $47 billion annualized revenue run-rate.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: A monumental capital event that officially positions
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    market landscape past OpenAI. Live Grounding (MCP): Market analysis highlights
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    (including 5GW contracts with Amazon and Google Cloud) and supports the deep enterprise
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  language: English
  resource_type: article
  complexity: Intermediate
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https://www.apidays.co/api-landscape:
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https://www.apmdigest.com/aiops-itops-1:
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https://www.apmdigest.com/aiops-itops-2:
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https://www.apmdigest.com/aiops-itops-3:
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https://www.apmdigest.com/aiops-itops-4:
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https://www.apmdigest.com/aiops-itops-5:
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https://www.appdynamics.com:
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https://www.appmeshworkshop.com:
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https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno:
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https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes-federation:
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https://www.aquasec.com/wiki/display/containers/70+Best+Kubernetes+Tutorials:
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https://www.architect.io/blog/2021-02-17/terraform-kubernetes-tutorial:
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https://www.argonaut.dev/blog/optimal-k8s-worker-node-size:
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https://www.armory.io/blog/build-a-deployment-pipeline-with-spinnaker-on-kubernetes:
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https://www.armory.io/blog/git-pull-support-in-spinnaker:
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https://www.armory.io/blog/how-to-set-up-liquibase-in-spinnaker:
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https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes:
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  ai_summary: Highly detailed technical breakdown of CVE-2022-24348, analyzing how
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https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know:
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  ai_summary: A security-focused architectural assessment of Kubernetes 1.26. The
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https://www.armosec.io/blog/kubernetes-1-27-release:
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  ai_summary: An in-depth security analysis detailing the security updates and modifications
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https://www.armosec.io/blog/kubernetes-data-storage:
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https://www.armosec.io/blog/kubernetes-gateway-api:
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https://www.armosec.io/blog/kubernetes-ingress-security:
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https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance:
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https://www.arresteddevops.com:
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https://www.arsouyes.org/en/blog/2021/2021-06-21_PKCS_pem_der_key_crt:
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https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas:
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https://www.ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold:
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https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder:
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https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html:
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https://www.asklorem.com:
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https://www.astronomer.io/docs/learn/dynamically-generating-dags:
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https://www.asyncapi.com:
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https://www.asyncapi.com/blog/asyncapi-cloud-events:
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https://www.atareao.es/ubuntu/tuneles-ssh:
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  discovered_at: '2026-05-17T17:15:56.000230+02:00'
https://www.atlassian.com/agile/kanban/kanban-vs-scrum:
  title: 'atlassian.com: Kanban vs. Scrum'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The industry-standard guide dissecting the tactical differences between
    Kanban's continuous flow and Scrum's time-boxed sprints. Focuses on roles (Scrum
    Master, Product Owner) versus non-prescriptive Kanban workflows, helping engineering
    leads choose optimal cadences.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Scrum and Kanban
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.atlassian.com/blog/announcements/how-we-cut-pr-cycle-time-with-ai-code-reviews:
  title: How Atlassian cut PR cycle time by 45% with AI code reviews
  description: Learn how Atlassian’s Rovo Dev AI code reviewer cut PR cycle time by
    up to 45% internally and 32% for customers, enforcing engineering standards and
    Jira acceptance criteria.
  year: '2026'
  stars: 4
  ai_summary: An insightful engineering case study analyzing Atlassian's implementation
    of Rovo Dev, an AI-powered code reviewer. By automatically evaluating pull requests
    against corporate standards, formatting configurations, and linked Jira ticket
    acceptance criteria, the system reduced PR cycle latency by up to 45% internally
    while accelerating overall merge frequencies.
  language: English
  resource_type: blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 363da96bb20cc4fd3c1457519aaa6c7838549a0fd12521f629648359b7fdd676
  health_score: null
  last_checked: 1780352581.792255
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - AI Assisted Engineering
  - Code Review Automation
  tags:
  - '[CASE STUDY]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Vetted engineering case study by Atlassian's Dev AI team, receiving
    positive community interest.
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2025/10/fy26-sil-engblog-37-1120x545_@2x.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:23:01.792255+02:00'
https://www.atlassian.com/blog/app/bitbucket:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: af618e016d39c0404ced715d539e210d9a91080e9e57a5115bdded6077ec2a26
  health_score: 100.0
  last_checked: 1779130494.993295
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/project-management-tools.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.993295+02:00'
https://www.atlassian.com/blog/artificial-intelligence/research-with-rovo-dev:
  title: What Actually Changes When AI Joins Your Research Process
  description: Inside Atlassian's case study on using Rovo Dev and MCP servers to
    connect data tools (like Dovetail and Confluence) for rapid customer research
    synthesis.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: Qualitative analysis is often bottlenecked by manual
    data transcription and qualitative pattern matching, areas where AI agents can
    act as highly efficient synthesis engines.


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


    Technical Significance:

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

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

    - Maintains strict human oversight, allowing stakeholders to validate AI-generated
    research drafts collaboratively.'
  language: en
  resource_type: case-study
  complexity: intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 6dd3b4f9b9cfa53487bead3b7f392204673267c55404b31e5da9884bf639204e
  health_score: null
  last_checked: 1780352168.173361
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Collaboration Tools
  - AI Agents
  - Atlassian Rovo
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Highly regarded case study detailing Rovo Dev's capabilities
    when linked to third-party APIs via the Model Context Protocol (MCP).
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-39-1120x545_@2x-1560x760-1.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:16:08.173361+02:00'
https://www.atlassian.com/blog/atlassian-engineering/rovo-creation-canvas:
  title: 'Creating with Rovo: How We Built a Collaborative AI Canvas'
  description: An engineering deep-dive on constructing Rovo's collaborative canvas
    for real-time document and database co-creation between humans and AI.
  year: '2026'
  stars: 4
  ai_summary: 'An in-depth engineering breakdown of Atlassian Rovo''s collaborative
    AI canvas architecture. The article details how developers solved challenges surrounding
    real-time, multi-modal human-agent collaboration across diverse document and database
    schemas.


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

    * **Streaming Infrastructure**: Unpacks the technical mechanisms that allow Rovo
    to stream live updates and recursive edits directly into active workspaces safely.'
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 5681fc59b5e083e0da4eeb0e22562bdf422533ad5269dc3dd22e2696b7d5b3e8
  health_score: null
  last_checked: 1780401152.31573
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI Integrations
  - Collaborative Canvases
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  impact_score: 85
  reputation_status: Vetted
  reputation_summary: Highly trusted official engineering blog post from Atlassian
    details the design principles of their collaborative canvas.
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-37-1120x545_@2x-1560x760-1.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: ai
  discovered_at: '2026-06-02T13:52:32.315730+02:00'
https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws:
  title: 'bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes
    on aws'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines constructing a complete continuous integration pipeline using
    Bitbucket, Jenkins, and AWS EKS. Covers maven compilation, Docker Hub image pushes,
    and automated rolling deployments on target host nodes.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - AWS & Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.atlassian.com/blog/company-news/cursor-in-jira:
  title: Introducing Cursor in Jira - Inside Atlassian
  description: Atlassian details how teams can assign work items directly to Cursor
    from within Jira, triggering a cloud agent to write code and open PRs.
  year: '2026'
  stars: 4
  ai_summary: Atlassian introduces native support for assigning Jira work items directly
    to the Cursor AI agent, minimizing context switching for development teams. When
    tickets are assigned or @Cursor is mentioned in Jira, a cloud-based Cursor agent
    automatically spins up, analyzes the codebase, implements necessary fixes, and
    raises pull requests. This deep integration allows developers and product owners
    to steer autonomous coding agents directly from the issue tracker.
  language: English
  resource_type: blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: a1116f0fa851b91fa7a15901a0b66ce2dda2600d87c08f42999181a4f248743e
  health_score: null
  last_checked: 1780352302.456769
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - AI Curation
  - Agent Orchestration
  - Atlassian Ecosystem
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: project-management-tools
  reputation_status: Vetted
  reputation_summary: Highly acclaimed enterprise integration by Atlassian and Cursor,
    bridging project management with autonomous code execution.
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/05/csd-26784_dark_jira-cursor_build-something_hero_@2x-1-1-scaled.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:18:22.456769+02:00'
https://www.atlassian.com/blog/developer/automating-mutation-coverage-with-ai:
  title: Automating Mutation Coverage with AI
  description: Inside Atlassian's journey to automate unit test mutation testing across
    large Java codebases using an AI assistant.
  year: '2026'
  stars: 4
  ai_summary: An in-depth engineering case study from Atlassian's Jira Platform teams
    on leveraging Rovo Dev CLI and an AI-driven, dev-in-the-loop assistant to scale
    mutation testing. The automated workflow parses mutation reports, prioritizes
    classes, and auto-generates project-aware tests. This implementation helped teams
    reach 80%+ mutation coverage while reducing manual testing overhead by 70%.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 348e2ea5653df19c980dd9d8a58aac7369c2d13c35ae81ce91d325de5ee89322
  health_score: null
  last_checked: 1780399982.21178
  needs_ai_refresh: false
  hierarchy:
  - Software Quality
  - Mutation Testing
  - AI-Assisted Engineering
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: qa
  impact_score: 88
  reputation_status: Vetted
  reputation_summary: Highly vetted engineering blog post showcasing active development
    strategies in enterprise testing.
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2024/05/csd-9526_developer-blog-header_ecosystem_900x444_2x.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: ''
  discovered_at: '2026-06-02T13:33:02.211780+02:00'
https://www.atlassian.com/blog/focus/evolution-of-spm-report:
  title: 'Atlassian SPM Research: Why Strategic Execution Fails to Align with Delivery'
  description: Analysis of the 'Clarity Trap' based on research of 308 senior enterprise
    leaders exploring why organizational alignment lags behind strategic reviews.
  year: '2026'
  stars: 4
  ai_summary: '* **Curator Insight:** Aligning high-level organizational strategies
    with execution systems is a perennial bottleneck, particularly when planning cycles
    remain decoupled from active code-delivery repositories.

    * **Live Grounding (MCP):** Surveying over 300 enterprise leaders, Atlassian reveals
    a systemic disconnect: despite 80% reporting strategic clarity, a mere 11% possess
    automated trace links between active development branches and portfolio milestones,
    suggesting a critical shift toward integrated agile data planes.'
  language: en
  resource_type: blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 0fad1227dec717a79eadbf2fca4248c404c8790299b63a1e43074f8d387378b8
  health_score: null
  last_checked: 1780352138.621976
  needs_ai_refresh: false
  hierarchy:
  - Agile and DevOps
  - Strategic Portfolio Management
  - Delivery Operations
  - Value Stream Management
  tags:
  - CASE STUDY
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: project-management-methodology
  reputation_status: Vetted
  reputation_summary: Atlassian's researched State of Strategic Portfolio Management
    report, well-received by Agile and SRE practitioners.
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/state-of-report-email-banner-v3.png
  source_provenance: X.com (Atlassian)
  suggested_new_category: strategic-portfolio-management
  discovered_at: '2026-06-02T00:15:38.621976+02:00'
https://www.atlassian.com/collections/service/ai-maturity-model:
  title: AI Service Management Readiness Assessment | Atlassian
  description: An interactive evaluation tool and maturity model developed by Atlassian
    to baseline and upgrade AI service management and ITSM integration readiness.
  year: '2026'
  stars: 4
  ai_summary: '### Curator Insight

    This assessment tool provides an actionable framework for teams evaluating their
    transition to AI-assisted IT Service Management (ITSM). Designed by Atlassian,
    it measures readiness across data workflows, automation trust, and human-in-the-loop
    validation. It delivers personalized recommendations for integrating intelligent
    agents into Jira Service Management, facilitating optimized incident response
    and service delivery.'
  language: English
  resource_type: Tool / Assessment
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 1a2f0e394d1342bef55cb3e3918e040667115f5533b5ed7af5da50726bda12b3
  health_score: null
  last_checked: 1780401702.549065
  needs_ai_refresh: false
  hierarchy:
  - IT Service Management
  - Artificial Intelligence
  - Maturity Frameworks
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  impact_score: 81
  reputation_status: Vetted
  reputation_summary: Official Atlassian framework. Highly regarded by IT and DevOps
    managers as an objective roadmap for evaluating and implementing AI capabilities
    in Jira-based service models.
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  suggested_new_category: project-management-tools
  discovered_at: '2026-06-02T14:01:42.549065+02:00'
https://www.atlassian.com/continuous-delivery:
  title: Atlassian CI/CD
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian's comprehensive continuous delivery paradigm. Discusses architectural
    patterns of connecting code repositories, ticket tracking engines, and automated
    execution agents to provide a unified software lifecycle metrics loop.
  language: N/A
  resource_type: Platform
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.atlassian.com/customers/schaeffler:
  title: Schaeffler accelerates and innovates on Atlassian Cloud
  description: Case study of German automotive component manufacturer Schaeffler's
    migration to Atlassian Cloud, improving productivity using AI agents.
  year: '2026'
  stars: 4
  ai_summary: 'An enterprise success story detailing the cloud migration and platform
    modernization strategy executed by automotive component manufacturer Schaeffler.

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

    * Shows how integrating Atlassian Rovo enabled the deployment of secure AI agents
    to automate workflows, optimize cross-app searches, and group Confluence assets.'
  language: en
  resource_type: case-study
  complexity: advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 1e15bc0f2e0dd986940d772c8a7b906b732a941fb1b5c711137e9fe0caed5321
  health_score: null
  last_checked: 1780352686.744506
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Systems
  - Cloud Migration
  - Agile Processes
  - AI Automation
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: customer
  reputation_status: Vetted
  reputation_summary: Standard corporate success case study documenting Atlassian's
    enterprise-grade multi-tool migrations.
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  suggested_new_category: case-studies
  discovered_at: '2026-06-02T00:24:46.744506+02:00'
https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet:
  title: Atlassian Git Cheatsheet
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Atlassian's reference cheatsheet detailing basic and advanced Git operations.
    Provides quick access to commands for cloning, staging, merging, rebasing, and
    troubleshooting common version-control issues.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.atlassian.com/git/tutorials/comparing-workflows:
  title: "atlassian.com: Comparing Workflows \U0001F31F"
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Evaluates and contrasts popular branch integration workflows (Centralized,
    Feature Branch, Gitflow, Forking). This guide highlights structural pros, cons,
    and appropriate environments for each pattern, serving as a standard resource
    for teams defining their Git branching strategies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow:
  title: 'atlassian.com: Gitflow Workflow'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Atlassian's classic git tutorial on Gitflow, outlining its mechanics,
    workflows, and common command patterns. It contrasts this highly structured model
    with alternative setups, helping teams choose the right balance between isolation
    and continuous integration.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.atlassian.com/git/tutorials/gitops:
  title: 'atlassian.com: Is GitOps the next big thing in DevOps?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines GitOps from a broader DevOps perspective, showing how Git-based
    review approvals improve developer velocity and security auditing. It illustrates
    how using pull requests for infrastructure configuration builds collaboration
    between engineering teams. This cultural alignment is key to successful modern
    cloud adoptions.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.atlassian.com/remote:
  title: atlassian.com/remote
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 4caf1ee18e3de029972270ab1b82e7f2e465a3d5cdb9e8f48150b2dcbdc0f558
  health_score: 100.0
  last_checked: 1779034323.028858
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/workfromhome.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:12:03.028858+02:00'
https://www.atlassian.com/software/bamboo:
  title: Bamboo
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian's classic on-premises CI/CD server. Featuring tight, direct
    links to Jira and Bitbucket repositories, Bamboo maps sophisticated deployment
    workflows and releases, although it carries higher VM-management overhead relative
    to container-native tools.
  language: Java
  resource_type: Platform
  complexity: High
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.atlassian.com/software/compass:
  title: Atlassian Compass
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian Compass is a developer portal designed to map distributed
    software architecture, track dependencies, and gauge health metrics. Connects
    disparate tools, logs team ownership, and automates operational scorecard checks
    within Atlassian's software suite.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - Enterprise Portals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.atlassian.com/software/confluence:
  title: Atlassian Confluence
  description: '- [nightfall.ai: Is Atlassian Cloud HIPAA Compliant?](https://www.nightfall.ai/blog/atlassian-cloud-hipaa-compliant)
    HIPAA stands for Health Insurance Portability and Accountability Act, the standard
    for sensitive patient data protection.'
  year: '2026'
  stars: 0
  ai_summary: Enterprise corporate wiki and collaborative document editor platform.
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https://www.bbvaapimarket.com/es:
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https://www.bbvanexttechnologies.com/blogs/filosofia-devsecops-en-el-desarrollo-de-aplicaciones-sobre-azure:
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https://www.bbvanexttechnologies.com/como-definir-infraestructura-como-codigo-en-aws-con-cdk:
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https://www.bejarano.io/terraform-plan-light:
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https://www.berlin-group.org/psd2-access-to-bank-accounts:
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https://www.besanttechnologies.com/amazon-web-services-relational-database:
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https://www.betsol.com/blog/devops-using-jenkins-docker-and-kubernetes:
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https://www.bikeshed.fm:
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https://www.billin.net/blog/como-ser-freelance:
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https://www.binarytides.com/linux-ss-command:
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https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission:
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https://www.bionconsulting.com/blog/kubernetes-network-policies:
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https://www.bitslovers.com/terraform-output:
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https://www.blackduck.com:
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https://www.blackhat.com:
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https://www.blazemeter.com:
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https://www.blazemeter.com/blog/continuous-integration-101-how-run-jmeter-jenkins:
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https://www.blazemeter.com/blog/open-source-load-testing-tools-which-one-should-you-use:
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  ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com:
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https://www.blazemeter.com/blog/top-jenkins-plugins-you-cant-miss-in-2018:
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  ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com:
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https://www.bleepingcomputer.com/news/microsoft/windows-11-can-now-install-wsl-from-the-microsoft-store:
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  ai_summary: This technical review details Microsoft's strategic shift to deliver
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? https://www.blocksandfiles.com/container-storage/2020/12/22/storageless-storage-is-the-answer-to-kubernetes-data-challenges/1611647
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https://www.blocksandfiles.com/container-storage/2021/01/27/red-hat-openshift-now-does-container-storage-backup/1611166:
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https://www.botplayautomation.com:
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https://www.botplayautomation.com/post/best-practices-to-follow-in-software-testing-manual-and-automation-testing:
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https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automation-testing-and-how-to-fix-them:
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https://www.botplayautomation.com/post/how-to-write-a-test-plan:
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https://www.botplayautomation.com/post/types-of-software-testing:
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? https://www.botplayautomation.com/post/what-is-automation-testing-the-need-for-automation-testing-automation-testing-implementation-guide
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https://www.brainboard.co:
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https://www.btw.so/open-source-alternatives:
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https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts:
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https://www.bundeswirtschaftsministerium.de/Redaktion/EN/Dossier/gaia-x.html:
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  ai_summary: German Federal Ministry dossier presenting Gaia-X's vision for data
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https://www.bunnyshell.com/blog/disaster-recovery-devops:
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https://www.buoyant.io/blog/kubernetes-network-policies-with-cilium-and-linkerd:
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https://www.buoyant.io/blog/locking-down-network-traffic-between-kubernetes-namespaces:
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  ai_summary: Illustrates zero-trust isolation on Kubernetes using Linkerd. Focuses
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https://www.buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh:
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https://www.buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12:
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  ai_summary: Covers upgrading to Linkerd 2.12. Features route-based policy rules
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https://www.businessinsider.es/desarrollo-profesional/explicacion-steve-jobs-buenos-empleados-renuncian-trabajo-1137601:
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https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-empleados-ya-no-son-fieles-jefes-1358974:
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https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162:
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  ai_summary: 'Curator Insight: Explains the risks and incentives associated with
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https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737:
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https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe-965459:
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https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782:
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https://www.businessinsider.es/empleados-ya-no-sienten-lealtad-jefes-empleadores-1358974:
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https://www.businessinsider.es/explicacion-steve-jobs-buenos-empleados-renuncian-1137601:
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https://www.businessinsider.es/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112:
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https://www.businessinsider.es/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162:
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https://www.businessinsider.es/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737:
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https://www.businessinsider.es/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782:
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https://www.businessinsider.es/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162:
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https://www.c-sharpcorner.com/article/20-git-commands-you-should-know:
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https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions:
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https://www.c/blog/top-10-devops-tools:
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https://www.callicoder.com/scaffolding-your-spring-boot-application:
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https://www.canva.com:
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https://www.capgemini.com/2016/05/assessing-state-of-your-devops-adoption-use-of-a-quality-blueprint-qbp:
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https://www.cbui.dev/every-company-has-an-old-production-aws-account:
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https://www.ccohs.ca/oshanswers/ergonomics/shovel.html:
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https://www.centos.org/cl-vs-cs:
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https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective:
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https://www.cerebras.ai:
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https://www.certace.com:
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https://www.certdepot.net/openshift-free-available-resources:
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https://www.cheat-sheets.org:
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https://www.checklyhq.com:
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https://www.chef.io:
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https://www.chef.io/training/tutorials:
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https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1:
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https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important:
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https://www.civo.com/academy:
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https://www.civo.com/learn:
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  hierarchy:
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  - Data Operations
  - Database CI/CD
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/change-management-in-production:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into managing runtime changes in production using feature
    flags. Explains how software toggles replace classic Change Advisory Board (CAB)
    gates, providing precise rollback capabilities and automated logs directly linked
    to active releases.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Operations
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/ci-cd-pipeline:
  title: 'cloudbees.com: Key Components of a CI/CD Pipeline'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Breaks down core structural parts of pipeline delivery workflows. Details
    standard roles for source version managers, build runtimes, package registries,
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  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - CI-CD Pipelines
  - Fundamentals
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/cicd-tools-to-know-2021:
  title: 'cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know
    in 2021'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Historical retrospective outlining the landscape of CI/CD systems in
    2021. Offers context on how delivery tools have transitioned from central-server
    models to modern cloud-native, GitOps-driven architectures.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - CI/CD & Delivery
  - Industry Reports
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/configuration-as-code-plugin-support:
  title: "cloudbees.com: All Tier 1 Plugins Support Configuration as Code \U0001F31F\U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Strategic report confirming unified validation efforts that confirm
    all Tier 1 Jenkins ecosystem components natively conform to standard JCasC schemas,
    securing enterprise stability for configuration-driven provisioning pipelines.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Configuration as Code
  - Plugin Management
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/database-continuous-integration:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  status: online
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  last_checked: 1779033759.672566
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  hierarchy: []
  tags: []
  v1_locations:
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  discovered_at: '2026-05-17T18:02:39.672566+02:00'
https://www.cloudbees.com/blog/enterprise-jvm-administration-and-jenkins-performance:
  title: "cloudbees.com: Enterprise JVM Administration and Jenkins Performance \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Advanced runtime configuration analysis covering enterprise Heap allocations,
    Garbage Collection options, and kernel file descriptors. Guarantees predictable
    server response profiles under extreme execution loads.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Scalability & Resilience
  - JVM Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/feature-flag-lifecycle:
  title: 'cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag
    Lifecycle'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the lifecycle of feature flags, from development to production
    cleanup. Outlines key steps to prevent flag-related technical debt, emphasizing
    naming conventions, tracking alerts, and automated cleanup steps.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Feature Management
  - Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity:
  title: 'cloudbees.com: Testing with Feature Flags to Improve Developer Productivity'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores how integrating feature flags into automated testing pipelines
    scales development speed. Outlines how running test suites against varied flag
    states helps validate features without requiring complex, separate staging environments.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Feature Management
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands:
  title: 'cloudbees.com: Getting Started Quickly With Ansible Ad Hoc Commands'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Quickstart manual introducing core CLI execution flags. Guides administrators
    through managing services, querying infrastructure facts, and auditing system
    state metrics without the overhead of playbooks.
  language: Shell
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Ansible
  - CLI Operations
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code:
  title: "cloudbees.com: Git Commands: The 13 You Must Know, In Order \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A structured guide outlining the lifecycle of a Git commit. Traces working
    directory states sequentially through staging to final remote delivery, providing
    a clear reference for new developers.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Version Control
  - Git CLI Basics
  tags:
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  v1_locations: []
  v2_locations:
  - git.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples:
  title: 'cloudbees.com: Git Pull: How It Works With Detailed Examples'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies `git pull` as a compound command combining `git fetch` with
    either `git merge` or `git rebase`. Explains default tracking branches, fast-forward
    parameters, and safety flags like `--ff-only`.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Version Control
  - Git Operations
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples:
  title: 'cloudbees.com: Git Push: An In-Depth Tutorial With Examples'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides an architectural exploration of outbound object streaming.
    Covers local-to-remote handshakes, force pushing safety flags (`--force-with-lease`),
    upstream setup options (`-u`), and push hook validations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/git-reset-undo-changes:
  title: "cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: 'Demystifies `git reset` by breaking down its three modes: `--soft`,
    `--mixed`, and `--hard`. Explains target state changes in the working directory,
    the staging index, and commit history.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Conflict Resolution
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines the mechanisms of squashing commits during the merging cycle
    to produce a highly readable linear history. The guide highlights interactive
    rebasing ('git rebase -i') as a fundamental tool for condensing redundant development
    micro-commits before pull request validation.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/grow-cd-maturity:
  title: 'cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
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  status: online
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  last_checked: 1779030013.005383
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  hierarchy: []
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  v1_locations:
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  discovered_at: '2026-05-17T17:00:13.005383+02:00'
https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switch:
  title: "How to Disable Code: The Developer's Production Kill Switch \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Conceptual guide detailing the architecture of application "kill switches"
    using modern feature flagging frameworks. Discusses the trade-offs between static
    environment configurations and dynamic, real-time control mechanisms.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Feature Flagging
  - Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first:
  title: 'cloudbees.com: The Importance of Feature Flags in CI/CD'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the role of feature flags in customer-focused CI/CD pipelines.
    Explains how engineering teams can continuously deliver complex changes and use
    flags to safely activate new features once business goals are met.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Feature Management
  - Decoupling
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/how-speed-software-development-build-test-acceleration-tools:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1779032950.40662
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  v1_locations:
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  discovered_at: '2026-05-17T17:49:10.406620+02:00'
https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses on the organizational steps and engineering governance required
    to scale feature flags. Details code patterns, design practices, and team structures
    necessary to keep feature flagging clean and scalable across large-scale software
    systems.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Feature Management
  - Governance
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a-highly-regulated-industry:
  title: "cloudbees.com: How to Nail DevOps Governance and Compliance in a Highly
    Regulated Industry \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how to implement automated governance in highly regulated fields.
    Details integration setups for policy-as-code, audit tracking, container signing,
    and real-time compliance gates in continuous delivery networks.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Governance & Compliance
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/most-common-issues-scaling-jenkins:
  title: "cloudbees.com: The Two Most Common Issues with Jenkins and How to Fix Them
    \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An executive-level operational manual cataloging typical stability failures
    in high-volume environments (such as configuration lockouts and slow executor
    thread returns), offering quick mitigation plans for systems teams.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - Scalability & Resilience
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/rollout-tutorial-feature-flagging-your-react-native-app-5-minutes:
  title: 'rollout.io: CloudBees Rollout Tutorial: Feature Flagging in your React Native
    App in 5 minutes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to integrate CloudBees Rollout (now CloudBees Feature Management)
    within a React Native mobile application. Demonstrates remote configuration updates
    and run-time feature toggle management without re-releasing code.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Feature Flagging
  - Mobile Development
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/the-importance-of-feature-flags-in-cicd:
  title: 'cloudbees.com: The Importance of Feature Flags in CI/CD'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 8406e06aa995f893b05da9e6ff56056360896755b76adda73fdedfaddccbc7c9
  health_score: 100.0
  last_checked: 1779032372.232488
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:39:32.232488+02:00'
https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline:
  title: "cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline \U0001F31F"
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Presents practical insights for designing enterprise delivery systems,
    emphasizing Jenkins configurations. Highlights the importance of build reproducibility,
    artifact isolation, and database migration scripting in the delivery loop.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin:
  title: "cloudbees.com: Top 10 Best Practices for Jenkins Pipeline Plugin \U0001F31F\U0001F31F"
  description: "- **When writing a pipeline definition, use Declarative syntax.**
    First, a history lesson. Scripted syntax was released around December of 2014.
    In February 2017, Declarative syntax was introduced. Until Declarative was released,
    we had no choice but to use Scripted syntax. However, since that time, many new
    features, such as matrix, have only been made available for Declarative.\n    -
    **Use shared libraries.** Do you remember the days of when you used inline JavaScript
    in your web pages? When you introduce a \"script\" tag into a Declarative pipeline,
    that's a warning sign that you are starting to head down the same path. When you
    decide that the \"script\" tag is the only way to go, instead of using the \"script\"
    tag, you should instead create a custom step in a shared library and use that
    step within your Declarative pipeline.\n    - **Don't use shared libraries (the
    wrong way).** Wait, what? You just told me to use shared libraries and now you're
    telling me not to use shared libraries. What gives? Many people will treat shared
    libraries like a programming project. Here's the thing to keep in mind. Scripted
    and Declarative syntax are meant to only do CI tasks and not to be a general purpose
    programming language. Many Jenkins controller performance issues can be traced
    back to the misuse of scripted syntax and shared libraries written in a way where
    all the work is being done within the Jenkins controller itself instead of on
    the agents.\n    - **Only use Scripted syntax when it doesn't make sense to use
    Declarative plus a shared library.**"
  year: '2020'
  stars: 0
  ai_summary: A highly regarded best-practices checklist for designing scalable, maintainable
    Jenkins pipelines. Strongly advocates for using structured Declarative syntax,
    isolating complex custom functions into Shared Libraries, and offloading high-compute
    build processes onto dynamic agent containers.
  language: English
  resource_type: article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix:
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https://www.cloudbees.com/capabilities/continuous-delivery:
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https://www.cloudbees.com/case-study/petdesk:
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https://www.cloudbees.com/customers/petdesk:
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https://www.cloudbees.com/gitops/what-is-gitops:
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https://www.cloudbees.com/jenkins-x/what-is-jenkins-x:
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https://www.cloudcatalog.dev:
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https://www.cloudcraft.co:
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https://www.cloudera.com/blog.html:
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https://www.cloudflare.com:
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https://www.cloudflare.com/learning/serverless/glossary/what-is-edge-computing:
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https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-backup-using-snapshots-on-aws-ec2ebs:
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https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish:
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https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes:
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https://www.cloudnatively.com/kubernetes-client-tools-overview:
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https://www.cloudnatively.com/kubernetes-hpa-explanation:
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https://www.cloudnatively.com/stateful-apps-on-kubernetes:
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https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose:
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https://www.codementor.io:
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https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python:
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https://www.codewars.com:
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https://www.commandlinefu.com/commands/browse:
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https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent:
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https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka:
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  ai_summary: This architectural study outlines app modernization paradigms using
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https://www.confluent.io/product/ksqldb:
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https://www.confluent.io/resources/event-driven-microservices:
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https://www.confluent.io/resources/white-paper/event-driven-microservices:
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https://www.conftest.dev:
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https://www.conjur.org:
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https://www.consul.io:
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https://www.consul.io/docs/connect/index.html:
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https://www.consul.io/docs/k8s/connect/ingress-gateways:
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https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html:
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  ai_summary: An in-depth security architectural blueprint explaining how to design,
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https://www.contentful.com/blog/2020/10/20/open-source-kube-secret-syncer:
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https://www.contentful.com/blog/open-source-kube-secret-syncer:
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  description: "- [contentful-labs/kube-secret-syncer \U0001F31F](https://github.com/contentful-labs/kube-secret-syncer)"
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  ai_summary: A detailed technical review describing the open-sourcing of kube-secret-syncer.
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https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one:
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  ai_summary: An enterprise-focused strategic guide detailing how to design durable
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  hierarchy:
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https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift:
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  ai_summary: A structural examination of configuration drift in production ecosystems.
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https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond:
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  ai_summary: Market evaluation of premium and open-source A/B testing platforms alongside
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https://www.copado.com/devops-hub/blog/applying-a-zero-trust-infrastructure-in-kubernetes:
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  description: ''
  year: N/A
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https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-kubernetes:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architecture guide on applying Zero Trust principles to Kubernetes
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? https://www.cope.es/programas/la-linterna/noticias/ejemplo-moneda-con-que-entender-como-funciona-ordenador-cuantico-una-revolucion-20240407_3232557
: title: 'cope.es: El ejemplo de ''la moneda'' con el que entender cómo funciona un
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  ai_summary: Introduce los principios de la computación cuántica de manera accesible
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https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models:
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  ai_summary: Outlines pipeline architectures to automate ML model retraining and
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https://www.cortex.io:
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  ai_summary: Cortex is an enterprise-grade Internal Developer Portal specializing
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https://www.cortex.io/post/a-guide-to-the-best-sre-tools:
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  ai_summary: Cortex's architectural guide evaluating modern SRE tooling stacks. Highlights
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https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool:
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  ai_summary: Details the operational sprawl that occurs as organizations scale their
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https://www.couchbase.com:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.coursera.org:
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https://www.coursera.org/learn/google-cloud-java-spring:
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  v1_locations:
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  discovered_at: '2026-05-17T17:14:22.120958+02:00'
https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school:
  title: 'coursereport.com: A Beginner’s Guide to Python for Cybersecurity'
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Curator Insight introduces python scripting constructs for penetration
    testing, log parsing, and security tooling. Live Grounding highlights Python's
    continuous dominance in security automation, where SecOps and SOAR workflows leverage
    standard modules to parse IOCs and coordinate rapid incident response tasks.
  language: Python
  resource_type: Article
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform-2-early-access:
  title: 'crn.com: IBM’s Red Hat Reveals Ansible Automation Platform 2 Early Access'
  description: ''
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  stars: 0
  ai_summary: Early access architecture overview of Ansible Automation Platform 2.
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    decoupling control loops from hosts.
  language: English
  resource_type: blog_post
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.crn.com/news/cover-story/microsoft-s-judson-althoff-to-partners-managed-services-are-your-ai-superpower?itc=refresh?ocid=FY26_soc_omc_br_X_CRNJudson
: title: 'Microsoft Commercial CEO Althoff to Partners: Managed Services Are Your
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    enterprise AI agents.
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  stars: 4
  ai_summary: '* **Curator Insight**: Pivots the corporate AI narrative away from
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    * **Live Grounding**: Features executive analysis on how Microsoft is incentivizing
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    enterprise LLMs against data loss and drift.'
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  resource_type: interview
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  reputation_summary: Significant industry cover story summarizing Microsoft's forward-looking
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https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres:
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    hoy los líderes'
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  year: '2022'
  stars: 3
  ai_summary: Identifies key red flags of toxic engineering leadership, including
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  resource_type: Guide
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.crossover.com:
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  year: '2026'
  stars: 0
  ai_summary: An enterprise-grade talent matching platform designed for long-term,
    high-compensation remote roles. It implements standardized testing and rigorous
    qualification procedures. Live grounding validates its position as a high-density,
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  resource_type: Platform/SaaS
  complexity: Beginner
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  status: online
  addition_method: manual
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  hierarchy:
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  - Talent Platforms
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - freelancing.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.crossplane.io:
  title: crossplane.io
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  year: '2026'
  stars: 0
  ai_summary: The official portal for Crossplane, a CNCF incubating framework that
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    Kubernetes clusters into universal control planes, Crossplane allows platform
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    resources (CRDs) and declarative YAML, standardizing cloud platform automation.
  language: Go
  resource_type: Tool Website
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crossplane.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.crunchbase.com/organization/openshift/timeline/timeline:
  title: crunchbase.com
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering crunchbase.com
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  language: English
  resource_type: Reference
  complexity: Intermediate
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  status: null
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  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/newsfeeds.md
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:12:52.831104+02:00'
https://www.crunchydata.com:
  title: crunchydata.com
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Corporate entry point for Crunchy Data, a driving force behind enterprise-hardened,
    fully open-source PostgreSQL. Represents a suite of production support, compliance
    validation patterns, and cloud-native integration tools.
  language: None
  resource_type: Documentation
  complexity: Beginner
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas:
  title: 'blog.crunchydata.com: A Postgres Primer for Oracle DBAs'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise migration manual designed to translate core Oracle relational
    database patterns directly to PostgreSQL. Map architectural concepts including
    tablespaces, user-schema relations, and PL/SQL syntaxes onto Postgres-native equivalents.
  language: N/A
  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Databases
  - PostgreSQL
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/active-active-on-kubernetes:
  title: 'info.crunchydata.com: Deploying Active-Active PostgreSQL on Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A duplicate evaluation of geographic replication solutions. Contrasts
    synchronous replication networks with active-active topologies to design low-latency,
    resilient multi-region database backends.
  language: None
  resource_type: Blog
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes:
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  description: ''
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  stars: 0
  ai_summary: Investigates architectural techniques for implementing active-active
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    is the standard for high availability (Curator Insight), active-active multi-region
    federation delivers massive read/write scalability at the cost of complex conflict
    resolution (Live Grounding). This represents an emerging frontier for global cloud-native
    systems.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/an-easy-recipe-for-creating-a-postgresql-cluster-with-docker-swarm:
  title: 'info.crunchydata.com: An Easy Recipe for Creating a PostgreSQL Cluster with
    Docker Swarm'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Historical tutorial outlining containerized high-availability PostgreSQL
    configurations using Docker Swarm. Covers Swarm Secrets, internal routing, and
    environment setup paradigms.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - PostgreSQL Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest:
  title: 'blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for
    pgBackRest'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the integration of Google Cloud Storage (GCS) as a native backup
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    targets beyond traditional AWS S3 endpoints enables resilient multi-cloud disaster
    recovery options. The architecture leverages high-throughput GCS API calls for
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  language: Go
  resource_type: Product Announcement
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps:
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    Apps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Postgres Container Apps, a set of templated blueprints designed
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    failures. These starter packs align service-to-database interfaces, improving
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  language: YAML
  resource_type: Product Announcement
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/announcing-the-crunchy-data-developer-portal:
  title: Announcing the Crunchy Data Developer Portal
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announces the launch of Crunchy Data's Developer Portal, serving as
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    ecosystems. It aggregates reference architectures, security practices, and deployment
    templates. This resource helps bridge the technical gap between software developers
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  language: None
  resource_type: Product Announcement
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/composite-primary-keys-postgresql-and-django:
  title: 'info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the implementation limits of compound primary keys within
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  language: Python
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Object-Relational Mapping
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/crunchy-postgres-kubernetes-operator-4.0:
  title: 'crunchydata blog: What''s New in Crunchy PostgreSQL Operator 4.0'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Archival post announcing the release of Crunchy PostgreSQL Operator
    v4.0. Highlights early custom resource design paradigms, scaling improvements,
    and the transition of core tasks toward Patroni and pgBackRest systems.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL Operator
  tags:
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  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/crunchy-postgres-operator-4.6.0:
  title: "blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the historical release of Crunchy PostgreSQL Operator v4.6,
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    v4.6 was once touted as the baseline for production readiness (Curator Insight),
    current cloud-native architecture standards have pivoted entirely to the declarative
    v5.x operator branch (Live Grounding). It serves primarily as a migration guide
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  language: Go
  resource_type: Release Announcement
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - Data Infrastructure
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  - PostgreSQL
  - Release Highlights
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/crunchy-postgresql-operator-with-rook-ceph-storage:
  title: 'info.crunchydata.com: Using the PostgreSQL Operator with Rook Ceph Storage'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural integration review detailing the implementation of Rook
    Ceph storage solutions to back Crunchy PostgreSQL Operator deployments. Analyzes
    performance characteristics, scale configurations, and replication safety parameters.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes Storage
  - Rook Ceph
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/d-meta:
  title: 'info.crunchydata.com: Quickly Document Your Postgres Database Using psql
    Meta-Commands'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Interactive tutorial on the utilization of native psql meta-commands
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    documentation directly via CLI commands.
  language: SQL
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/deploy-high-availability-postgresql-on-kubernetes:
  title: 'info.crunchydata.com: Deploy High-Availability PostgreSQL Clusters on Kubernetes
    by Example'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A complete operational blueprint detailing high-availability PostgreSQL
    configurations. Uses Patroni and distributed consensus backends to prevent split-brain
    issues, orchestrate automated failover scenarios, and manage virtual IPs.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes:
  title: 'info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides the deployment of pgAdmin4 web client panels alongside database
    clusters inside Kubernetes. Reviews network ingress definitions, volume mounts,
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  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/fast-csv-and-json-ingestion-in-postgresql-with-copy:
  title: 'info.crunchydata.com: Fast CSV and JSON Ingestion in PostgreSQL with COPY'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines ingestion optimizations comparing multi-row INSERT patterns
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  language: SQL
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Data Ingestion
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/generating-json-directly-from-postgres:
  title: 'blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly
    from Postgres'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates optimizing application architectures by generating JSON
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    serialization overhead in middleware services.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Application Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/getting-started-with-postgresql-operator-4.3-in-openshift:
  title: 'info.crunchydata.com: Getting Started with PostgreSQL Operator 4.3 in OpenShift'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An identical operational reference detailing step-by-step procedures
    to provision PostgreSQL Operator 4.3 instances inside secure, multi-tenant OpenShift
    execution clusters.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - OpenShift
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/gitops-postgres-kubernetes:
  title: "info.crunchydata.com: Using GitOps to Self-Manage Postgres in Kubernetes
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Integrates declarative GitOps workflows (e.g., ArgoCD/Flux) with the
    Crunchy Postgres Operator on Kubernetes. Contrasting early manual operator deployments
    (Curator Insight) with modern automated synchronization loops (Live Grounding),
    this architecture pattern establishes highly auditable, automated database provisioning.
    This ensures database configuration and storage states reconcile transparently
    with git-defined manifests.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - GitOps Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/gitops-postgres-kubernetes-helm:
  title: 'blog.crunchydata.com: Helm, GitOps and the Postgres Operator'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to package the Crunchy Postgres Operator using Helm charts
    integrated directly within automated GitOps pipelines. By mapping Helm template
    parameters to GitOps controller environments, it overcomes traditional Helm hook
    limitations for stateful workloads. Modern production standards leverage this
    setup to seamlessly deploy database custom resource definitions (CRDs) across
    multi-tenant clusters.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Packaging & CD
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/install-postgres-operator-kubernetes-on-gke-ansible:
  title: 'info.crunchydata.com: Deploying the PostgreSQL Operator on GKE'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Teaches the deployment process of the Crunchy PostgreSQL Operator onto
    Google Kubernetes Engine (GKE) clusters using automated Ansible playbooks. Details
    storage class mappings and GKE-specific identity policies.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - GKE
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8:
  title: 'blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky
    8'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A duplicate guide mapping out Rocky Linux 8 operating system optimization,
    package registration, Kubeadm installation, and operator provisioning. It emphasizes
    disk partition strategies and container runtime configurations that ensure stable
    I/O performance (IOPS) required for heavy, production-grade stateful workloads.
  language: Shell
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Bare Metal Provisioning
  - Kubernetes Installation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies:
  title: "blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment
    Strategies \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes Kubernetes scheduling rules, focusing on taints, tolerations,
    and anti-affinity parameters optimized for PostgreSQL. Placing databases on dedicated
    hardware isolated from transient application pods is crucial for preserving storage
    I/O throughput. This redundant guide reiterates the absolute necessity of strict
    node assignment strategies in production.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Scheduling & Affinity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/message-queuing-using-native-postgresql:
  title: 'blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs patterns for building a robust message queue inside PostgreSQL.
    Leverages native SKIP LOCKED and SELECT FOR UPDATE syntax to process high-throughput
    transactional queues without external brokers.
  language: SQL
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - PostgreSQL
  - Alternative Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/migrating-from-oracle-to-postgresql-questions-and-considerations:
  title: 'info.crunchydata.com: Migrating from Oracle to PostgreSQL: Tips and Tricks'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores schema migration assessments and planning parameters when shifting
    corporate workloads from Oracle to PostgreSQL. Compares PL/SQL compatibility concerns
    and procedural data processing workarounds.
  language: SQL
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Migration
  - Oracle to Postgres
  - Data Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/monitoring-postgresql-clusters-in-kubernetes:
  title: 'info.crunchydata.com: Monitoring PostgreSQL clusters in kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details structural metric collection architectures for Kubernetes-hosted
    PostgreSQL. Describes the integration of specialized postgres_exporter containers
    to feed telemetry into Prometheus targets with visualized dashboard outputs.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments:
  title: 'blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores deploying PostgreSQL clusters that span across multiple independent
    Kubernetes control planes. By configuring cross-cluster network routes, this design
    establishes highly resilient disaster recovery sites capable of handling total
    region outages. Live production systems frequently pair this multi-cluster layout
    with Service Meshes to guarantee secure cross-site database replication.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/pgbackrest-performing-backups-on-a-standby-cluster:
  title: 'info.crunchydata.com: pgBackRest - Performing Backups on a Standby Cluster'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An optimization manual guiding configuration patterns to run resource-heavy
    pgBackRest backup jobs directly from standby replicas, minimizing performance
    degradation on primary database targets.
  language: None
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator:
  title: 'blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL
    Operator'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines point-in-time recovery (PITR) workflows using the integrated
    pgBackRest utility in Crunchy PostgreSQL Operator environments. Modern disaster
    recovery plans require precise WAL replay capabilities to minimize recovery point
    objectives (RPO). This guide explains how to define backup targets and restore
    parameters declaratively inside the operator CRD.
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  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/postgres-indexes-for-newbies:
  title: 'blog.crunchydata.com: Postgres Indexes for Newbies'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory indexing guide detailing query optimization behaviors
    in PostgreSQL. Explores standard B-Tree indexes, partial indexes, functional constraints,
    and multi-column indexes, providing performance guidelines for optimizing execution
    plans.
  language: SQL
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/postgresql-14-on-kubernetes:
  title: 'blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Showcases deployment patterns and performance improvements of running
    PostgreSQL 14 in containerized environments. It highlights scale optimizations,
    nested JSON enhancements, and parallel query executions. Leveraging modern operators
    enables painless, declarative major version migrations of active production instances.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Release Highlights
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/postgresql-change-data-capture-with-debezium:
  title: 'info.crunchydata.com: PostgreSQL Change Data Capture With Debezium'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep technical dive into configuring log-based Change Data Capture
    (CDC) for PostgreSQL databases using Debezium. It details logical replication
    slots, pgoutput plugin optimizations, WAL management, and reliable target-stream
    syncs inside mission-critical setups.
  language: SQL
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/postgresql-monitoring-for-application-developers-dba-stats:
  title: 'info.crunchydata.com: PostgreSQL Monitoring for Application Developers:
    The DBA Fundamentals'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Bridges developer workflows with DBA database troubleshooting techniques.
    Teaches query bottlenecks analysis, lock tracing, and execution performance optimizations
    using pg_stat_activity and pg_stat_statements.
  language: SQL
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets:
  title: 'blog.crunchydata.com: Can''t Resize your Postgres Kubernetes Volume? No
    Problem!'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides architectural workarounds for resizing PostgreSQL storage volumes
    when utilizing storage backends that do not support dynamic online volume expansion.
    The guide explains replica-seeding migration techniques that transition primary
    database roles to new, larger storage instances without downtime. It is a critical
    operational guide for bare-metal or legacy virtualization footprints.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Storage Management
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/schedule-postgresql-backups-and-retention-with-kubernetes:
  title: 'info.crunchydata.com: Scheduled PostgreSQL Backups and Retention Policies
    with Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details declarative backup execution schemas and Point-in-Time Recovery
    (PITR) configurations using pgBackRest within the operator framework. Highlights
    bucket retention controls and storage backup tier optimizations.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes:
  title: 'blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates methods for implementing transport layer security (TLS) for
    PostgreSQL database streams in Kubernetes. Rather than relying on static, manually
    generated secrets (Curator Insight), live security standards mandate tight integration
    with Cert-Manager for dynamic, zero-downtime certificate rotation (Live Grounding).
    This pattern provides robust security compliance necessary for highly regulated
    microservice networks.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/setup-ora2pg-for-oracle-to-postgres-migration:
  title: 'info.crunchydata.com: Setup ora2pg for Oracle to Postgres Migration'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep architectural setup guide for the open-source ora2pg utility. Teaches
    migration assessment score compilation, dynamic PL/SQL function translation, and
    automated data copy operations.
  language: Perl
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database Migration
  - Oracle to Postgres
  - Migration Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes:
  title: 'info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Hands-on implementation guide for deploying a scalable monitoring architecture
    for PostgreSQL. Instructs on integrating postgres_exporter configurations, configuring
    Prometheus scrape pools, and importing Grafana analytics interfaces.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - PostgreSQL
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://www.crunchydata.com/blog/synchronous-replication-in-the-postgresql-operator-for-kubernetes-guarding-against-transactions-loss
: title: 'info.crunchydata.com: Guard Against Transaction Loss with PostgreSQL Synchronous
    Replication'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the technical trade-offs between asynchronous and synchronous
    replication profiles within PostgreSQL Kubernetes topologies. Analyzes WAL-level
    security limits, failover delays, and trade-offs regarding transaction write throughput.
  language: None
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Data Replication
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements:
  title: 'blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to optimize database execution patterns within Kubernetes
    using the `pg_stat_statements` extension. Modern PostgreSQL operators inject this
    utility by default, exposing run-time metrics directly to telemetry agents. This
    programmatic feedback loop provides platform engineers with the real-time query
    analysis required to automate index tuning and limit resource bottlenecks.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.crunchydata.com/blog/tuning-your-postgres-database-for-high-write-loads:
  title: 'info.crunchydata.com: Tuning Your Postgres Database for High Write Loads'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced tuning walkthrough optimizing engine parameters for write-intensive
    database profiles. Guides custom values configurations for shared_buffers, max_wal_size,
    and write-ahead log parameters.
  language: SQL
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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https://www.datacenterknowledge.com/devops/red-hat-brings-its-managed-openshift-kubernetes-service-aws:
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https://www.datacenterknowledge.com/open-source/explaining-knative-project-liberate-serverless-cloud-giants:
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? https://www.devclass.com/containers/2020/05/04/openshift-44-goes-all-out-on-mixed-workloads-puts-observability-at-devs-fingertips/1625566
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https://www.devclass.com/containers/2021/01/07/safetyfirst-prometheus-224-finally-features-tls-on-http-serving-endpoints/1626636:
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? https://www.devclass.com/containers/2021/01/13/docker-its-not-dead-yet-but-theres-a-tendency-to-walk-away-security-report-finds/1620265
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? https://www.devclass.com/containers/2021/01/26/haproxy-ingress-controller-15-introduces-mtls-support-gives-load-balancing-experts-more-power/1619777
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  ai_summary: Reviews the release of HAProxy Ingress Controller 1.5, highlighting
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? https://www.devclass.com/containers/2021/04/09/kubernetes-121-unloads-pod-security-adds-dual-ipv4/ipv6-networking-and-shuts-down-gracefully/1623619
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? https://www.devclass.com/containers/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning/1627301
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https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-without-zookeeper/1627009:
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? https://www.devclass.com/devops/2021/12/09/terraform-11-moves-forward-with-refactoring-helpers-and-native-terraform-cloud-integration/1621944
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  ai_summary: Details the architecture of the Terraform 1.1 release, focusing on native
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  resource_type: Article
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.developer.com/design/event-driven-microservices:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering developer.com:
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  resource_type: Reference
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  status: null
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  content_hash: N/A
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  hierarchy:
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  tags:
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https://www.developer.com/design/solving-microservices-anti-patterns:
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  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering developer.com:
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  resource_type: Reference
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  status: null
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  content_hash: N/A
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  hierarchy:
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  tags:
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  youtube_mosaic: {}
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https://www.devopsdigest.com:
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  ai_summary: 'Curator Insight: An executive-facing digest on technical pipeline achievements
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  resource_type: Industry News
  complexity: Intermediate
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  content_hash: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration:
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  ai_summary: Accelerating release cycles in Kubernetes environments requires modernizing
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  hierarchy:
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https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions:
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  ai_summary: A critical and entertaining analysis evaluating the landscape of modern
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops:
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  ai_summary: Addresses operational alignment challenges between DevOps deployment
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  hierarchy:
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  discovered_at: '2026-05-17T16:50:23.783311+02:00'
https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers:
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  ai_summary: This research outlines the sociotechnical friction generated by rapid
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  hierarchy:
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  v1_locations: []
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https://www.devopsonline.co.uk/the-role-of-automation-in-devops:
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  ai_summary: Analyzes how automation affects software reliability and deployment
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https://www.devopstoolkitseries.com:
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  ai_summary: A video-guided tutorial from the DevOps Toolkit Series demonstrating
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.devopszone.info:
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.devopszone.info/post/an-introduction-to-git-flow-workflow:
  title: 'devopszone.info: An Introduction To Git-flow Workflow'
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  ai_summary: An introductory primer explaining the core architectural components
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.devopszone.info/post/devsecops-explained:
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  ai_summary: A conceptual guide defining DevSecOps, detailing the critical practice
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.devprojournal.com/technology-trends/kubernetes/containers-kubernetes-and-software-development-in-2021:
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  ai_summary: Evaluates market adoption trends of container ecosystems. Discusses
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one:
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  year: '2011'
  stars: 0
  ai_summary: A direct, syntax-focused reference detailing how to coalesce multiple
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2011-06-01T00:00:00+02:00'
https://www.devspace.sh:
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  ai_summary: DevSpace is a high-performance developer command-line tool designed
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  resource_type: Tool
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.devteam.space/blog/10-best-jenkins-plugins-for-devops:
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  ai_summary: A comparative analysis evaluating the top 10 enterprise plugins critical
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  hierarchy:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.devzero.io/blog/kubernetes-autoscaling:
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  year: '2023'
  stars: 0
  ai_summary: Optimizing the inner-loop developer experience in Kubernetes requires
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  hierarchy:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.devzero.io/blog/kubernetes-debugging-tips:
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https://www.dex.dev/dex-videos/development-clusters:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering dex.dev:
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  hierarchy:
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https://www.dex.dev/dex-videos/templating-solutions:
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  ai_summary: 'A curated technical resource and architectural guide covering dex.dev:
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https://www.diagrams.net:
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https://www.diagrams.net/blog/drawio-aws-cloudcraft:
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https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html:
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  ai_summary: An opinion piece analyzing the socio-economic and regulatory hurdles
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  hierarchy:
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https://www.diffblue.com:
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  ai_summary: Looks at Diffblue's AI-driven approach to automated test generation.
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  tags:
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https://www.digitalocean.com:
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  year: '2026'
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  ai_summary: A developers-first cloud services platform focusing on simplicity, lower
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  resource_type: Cloud Provider
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  hierarchy:
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https://www.dynatrace.com/news/blog/a-look-behind-the-scenes-of-aws-lambda-and-our-new-lambda-monitoring-extension:
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? https://www.dynatrace.com/news/blog/achieve-faster-time-to-value-by-deploying-thousands-of-oneagents-at-once-with-ansible-preview
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https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership:
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https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics:
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https://www.dynatrace.com/news/blog/devops-metrics-for-success:
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https://www.dynatrace.com/news/blog/dynatrace-monitoring-for-kubernetes-and-openshift:
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https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis:
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https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace:
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https://www.dynatrace.com/news/blog/how-to-solve-the-challenges-of-multicloud-aws-azure-and-gcp-observability:
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https://www.dynatrace.com/news/blog/introducing-kafka-process-monitoring-beta:
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https://www.dynatrace.com/news/blog/kubernetes-vs-docker:
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https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation:
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https://www.dynatrace.com/news/blog/monitoring-of-kubernetes-infrastructure-for-day-2-operations:
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https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes:
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https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-times-with-dynatrace:
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https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid:
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https://www.dynatrace.com/news/blog/the-power-of-openshift-the-visibility-of-dynatrace:
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https://www.dynatrace.com/news/blog/what-are-microservices:
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https://www.dynatrace.com/news/blog/what-is-container-security:
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  ai_summary: An essential guide to the fundamentals of modern container security
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https://www.dynatrace.com/news/blog/what-is-keptn-how-it-works-and-how-to-get-started:
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https://www.dynatrace.com/news/blog/what-is-kubernetes-2:
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https://www.dynatrace.com/news/blog/what-is-observability-2:
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https://www.dynatrace.com/news/tag/log4shell:
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https://www.edureka.co/blog/what-is-ansible:
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https://www.edx.org:
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https://www.eksworkshop.com:
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https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800:
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https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2018-06-01T00:00:00+02:00'
? https://www.elconfidencial.com/tecnologia/2021-12-12/el-futuro-de-internet-ya-esta-aqui-y-se-llama-web3-pero-casi-nadie-sabe-lo-que-es_3339244
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  hierarchy:
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  v1_locations: []
  v2_locations:
  - web3.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.elconfidencial.com/tecnologia/ciencia/2022-11-18/carrera-google-meta-revolucionar-biologia_3520865:
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https://www.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087:
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https://www.elconfidencial.com/tecnologia/tribuna/2022-02-12/productividad-tecnologia-startups-apps_3373786:
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? https://www.eleconomista.es/actualidad/noticias/11361634/08/21/El-acceso-a-financiacion-una-barrera-casi-infranqueable-para-los-autonomos.html
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  discovered_at: '2026-05-17T17:56:24.682060+02:00'
? https://www.eleconomista.es/economia/noticias/11338080/07/21/Solo-el-13-de-autonomos-en-tarifa-plana-sobrevive-despues-de-24-meses.html
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? https://www.eleconomista.es/economia/noticias/11368404/08/21/Estas-son-las-cuotas-de-los-autonomos-a-la-Seguridad-Social-y-los-derechos-que-garantizan.html
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? https://www.eleconomista.es/economia/noticias/11390425/09/21/Estos-son-los-gastos-de-los-autonomos-que-no-se-pueden-deducir-en-el-IVA.html
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? https://www.eleconomista.es/economia/noticias/11391909/09/21/La-ayuda-del-SEPE-a-los-autonomos-asi-pueden-cobrar-el-paro-a-la-vez-que-trabajan.html
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? https://www.eleconomista.es/motor/noticias/12630740/01/24/giga-press-la-colosal-maquina-de-tesla-que-ha-revolucionado-la-fabricacion-de-coches-electricos.html
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  discovered_at: '2026-05-17T17:40:21.186414+02:00'
? https://www.eleconomista.es/status/noticias/10679296/07/20/Como-es-un-mal-jefe-y-que-debe-aprender-para-liderar-mejor-su-empresa-y-ser-feliz.html
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https://www.electron.build:
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https://www.element7.io/2022/10/a-hidden-gem-two-ways-to-improve-aws-fargate-container-launch-times:
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? https://www.elespanol.com/invertia/disruptores-innovadores/innovadores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html
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? https://www.elespanol.com/invertia/disruptores/grandes-actores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html
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  ai_summary: Analiza la longevidad del hardware mainframe y su continua relevancia
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https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html:
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  ai_summary: An executive taxonomy of common corporate leadership styles (e.g., authoritarian,
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https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la-razon-de-que-manera-puedes-contradecirlo:
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https://www.empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications:
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https://www.empowersurvivors.net:
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  ai_summary: Technical blueprint demonstrating how to integrate Ansible playbooks
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templates.html:
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  ai_summary: A curated repository containing free, downloadable project planning,
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https://www.enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose:
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https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb:
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  ai_summary: Curator Insight details a pipeline monitoring design pattern utilizing
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https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.html:
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  ai_summary: Reflexiona sobre la crisis de desarrollo de software en la industria
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https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021:
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  ai_summary: Revisa los lenguajes de programación más influyentes y demandados del
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https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes-storm-of-dissent:
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  ai_summary: 'A curated technical resource and architectural guide covering enterpriseai.news:
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https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-architecture:
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  ai_summary: A curated technical resource and architectural guide covering Monolithic
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https://www.entrepreneur.com:
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https://www.entrepreneur.com/article/267642:
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https://www.entrepreneur.com/article/356991:
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https://www.entrepreneur.com/article/365880:
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https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-together:
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https://www.env0.com/blog/automated-drift-detection-with-env0:
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https://www.env0.com/blog/how-to-use-terraform-providers:
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https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier:
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https://www.envoyproxy.io:
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https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol:
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  ai_summary: The formal specification detailing Envoy's suite of discovery services
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https://www.envoyproxy.io/docs/envoy/latest/start/install:
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  ai_summary: Distribution platform providing certified binaries, installer packages,
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https://www.equalexperts.com/blog/tech-focus/event-driven-architecture-the-good-the-bad-and-the-ugly:
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https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina:
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  ai_summary: Curator Insight outlines corporate motivations driving return-to-office
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https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda:
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  ai_summary: Synthesizes a critical systemic anti-pattern in software development
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https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management:
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  ai_summary: Critiques the widespread misconception of the Product Manager as the
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https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes:
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  ai_summary: This reference implementation analyzes Aqua Security's threat protection
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https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa:
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https://www.eventstore.com/blog/service-oriented-architecture-vs-event-driven-architecture:
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https://www.ewsolutions.com/worst-project-management-practices:
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https://www.eximiaco.tech/en/2020/06/03/3-facts-to-consider-before-adopting-kubernetes:
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https://www.facilcloud.com/noticias/?p=1294&lang=es_ES:
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https://www.fairwinds.com/blog/6-kubernetes-reliability-mistakes:
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https://www.fairwinds.com/blog/configuration-drift-kubernetes:
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https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubernetes-security-mistakes:
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https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers-kubernetes:
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https://www.fairwinds.com/blog/top-12-kubernetes-resources:
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https://www.fairwinds.com/kubernetes-maturity-model:
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https://www.fastly.com/blog/improve-http-structured-headers:
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https://www.fierce-network.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit:
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https://www.fierce-network.com/platforms/red-hat-bundles-security-management-into-openshift-plus:
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https://www.fiercetelecom.com/platforms/red-hat-bundles-security-management-into-openshift-plus:
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https://www.finops.org:
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https://www.fiverr.com:
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  ai_summary: A curated technical resource and architectural guide covering fiverr
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https://www.flexera.com/products/flexera-one/container-optimization:
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https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0:
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  ai_summary: 'Explores organizational boundaries and team responsibilities, discussing
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  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0
: title: 'frobes.com: How To Empower Modern Kubernetes Management With A Platform
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  ai_summary: Delivers executive-level and architectural analysis on scale-out Kubernetes
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  discovered_at: '2023-06-01T00:00:00+02:00'
? https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0
: title: 'forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature
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https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career:
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  ai_summary: An executive career-strategy publication focusing on professional growth,
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https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service:
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  ai_summary: Examines how modern Agile and DevOps practices have driven the rise
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https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation:
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https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working:
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https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops:
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https://www.forbes.com/sites/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model:
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? https://www.forbes.com/sites/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy
: title: '==forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature''
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https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-cloud-migration:
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  ai_summary: Synthesizes high-level corporate strategies for executing cloud migrations.
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  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform
: title: Everything You Want To Know About Anthos - Google's Hybrid And Multi-Cloud
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https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019:
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  stars: 0
  ai_summary: A retrospective analysis of promising cloud-native storage startups
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  complexity: Intermediate
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  needs_ai_refresh: false
  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements:
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  stars: 4
  ai_summary: Synthesizes containerization announcements from re:Invent 2021, highlighting
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    how Karpenter challenges standard Cluster Autoscaler architectures with direct,
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  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  is_microservice: true
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  addition_method: manual
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  hierarchy:
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? https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it
: title: 'forbes.com: ‘The Great Resignation’: Why Gen Z Is Leaving The Workforce
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  description: ''
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  stars: 0
  ai_summary: An analysis of generational workplace transitions, detailing why entry-level
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    It guides engineering managers in refining talent onboarding strategies and organizational
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  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Labor Trends
  - Generational Dynamics
  tags:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview:
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  description: ''
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  stars: 0
  ai_summary: A targeted interview guide offering high-signal diagnostic questions.
    These are designed to expose team dysfunction, architectural misalignment, and
    micromanagement behaviors before developers commit to joining a new firm.
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  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Interview Engineering
  - Reverse Interviewing
  tags:
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  v1_locations: []
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do:
  title: 'forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot
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  description: ''
  year: '2023'
  stars: 0
  ai_summary: This piece exposes common misdirections used by hiring managers during
    technical interviews (such as inflating codebase quality or stack modernization).
    It provides developers with diagnostic questions to reveal true technical realities.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Interview Engineering
  - Risk Mitigation
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2023-06-01T00:00:00+02:00'
? https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail
: title: 'forbes: Why No One Understands Agile, SCRUM & DevOps & Why Perfect Technology
    Abstractions Are Sure To Fail'
  description: ''
  year: '2020'
  stars: 1
  ai_summary: A management-focused critique arguing that complex systems cannot be
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https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile:
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  ai_summary: A foundational analysis on the core principles of Agile as a paradigm
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  hierarchy:
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  discovered_at: '2016-06-01T00:00:00+02:00'
https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips:
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  ai_summary: Discusses tactical solutions for shifting workforce operations to remote
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https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know:
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  ai_summary: A strategic overview demonstrating the business impact of mature delivery
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278
: title: 'forbesargentina.com: Por qué Nvidia, Google y Microsoft apuestan miles de
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  ai_summary: Analyzes the massive strategic investments from major hyper-scalers
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples:
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  ai_summary: 'Curator Insight: A practical guide detailing fast patterns for Ansible
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  hierarchy:
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https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04:
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  ai_summary: A deployment guide detailing manual installation and service unit generation
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  hierarchy:
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  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downtime-on-kubernetes-cluster:
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  ai_summary: Provides a hands-on walk-through of Kubernetes deployment rollout controls.
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer:
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  ai_summary: Analyzes advanced interview scenarios tailored for Terraform Cloud installations.
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https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code:
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  ai_summary: 'Explains how to configure VS Code extensions to validate and lint declarative
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https://www.fourtheorem.com/blog/monorepo:
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https://www.fpcomplete.com/blog/announcing-amber-ci-secret-tool:
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  stars: 0
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https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity:
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https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b:
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? https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa
: title: 'freecodecamp.org: a beginners guide to docker - how to create a client server
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  ai_summary: This practical tutorial outlines how to orchestrate a client-server
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  hierarchy:
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https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview:
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  ai_summary: A practical preparation handbook mapping out the essential mathematical
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https://www.freecodecamp.org/news/apache-kafka-handbook:
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  ai_summary: An extensive fundamental handbook detailing the core anatomy of Apache
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https://www.freecodecamp.org/news/args-and-kwargs-in-python:
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  ai_summary: 'Curator Insight: Covers unpacking structures and flexible argument
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https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application:
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  ai_summary: Curator Insight is a comprehensive, hands-on tutorial for constructing
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  hierarchy:
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https://www.freecodecamp.org/news/azure-fundamentals-certification-az-900-exam-course:
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  ai_summary: An intensive, free 8-hour preparation course designed to guide students
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  hierarchy:
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https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity:
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  ai_summary: Assesses visual customization extensions in VS Code, analyzing the correlation
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  complexity: Beginner
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  status: online
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  discovered_at: '2026-05-17T17:55:42.591639+02:00'
https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api:
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  ai_summary: A complete, deep-dive reference manual covering the development, OpenAPI/Swagger
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https://www.freecodecamp.org/news/build-your-first-javascript-github-action:
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  ai_summary: A programming tutorial detailing the creation of custom JavaScript actions.
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  hierarchy:
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https://www.freecodecamp.org/news/cost-optimization-in-aws:
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  stars: 4
  ai_summary: An extensive blueprint targeting cost optimization on AWS. Elaborates
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https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss:
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  ai_summary: Documents the construction of standardized scaffolding templates. Guides
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https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax:
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  ai_summary: 'Curator Insight: Basic reference explaining sequence array instantiation
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  status: online
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https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories:
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  ai_summary: A step-by-step tutorial on local Git repository creation and remote
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  resource_type: Tutorial
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  is_microservice: false
  status: online
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  content_hash: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai:
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  ai_summary: A detailed handbook covering the fundamental mathematics and algorithms
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  v1_locations: []
  v2_locations:
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https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes:
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  stars: 0
  ai_summary: A practical walkthrough detailing the workflow of pushing a localized
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  resource_type: Tutorial
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  v1_locations: []
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https://www.freecodecamp.org/news/devops-engineering-course-for-beginners:
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  ai_summary: A complete introductory course covering core Linux system tasks, Docker
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  resource_type: Video
  complexity: Beginner
  is_microservice: false
  status: online
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.freecodecamp.org/news/devops-with-gitlab-ci-course:
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  ai_summary: A comprehensive, beginner-to-intermediate course on DevOps workflows
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  resource_type: Course
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  status: online
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples:
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  year: '2021'
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  ai_summary: Detailed study of dictionary comprehension techniques. Covers high-efficiency
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  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Python Core
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  tags:
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  v1_locations: []
  v2_locations:
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https://www.freecodecamp.org/news/docker-cache-tutorial:
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  stars: 0
  ai_summary: A practical guide to working with Docker's build cache. Shows how to
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  status: online
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
  v2_locations:
  - docker.md
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https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs:
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  ai_summary: An analytical directory detailing various open-source platforms and
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  hierarchy:
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  v1_locations: []
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https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax:
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  ai_summary: 'Curator Insight: Foundational review of binary and multi-way branch
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    Live Grounding: Demonstrates PEP standards for nested conditional hierarchies,
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https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries:
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  ai_summary: 'Curator Insight: Covers the fundamental data structure lifecycle operations
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    Live Grounding: Breaks down underlying hash table architectures, CRUD syntax paradigms,
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  resource_type: Tutorial
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  status: online
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  content_hash: null
  health_score: null
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  v1_locations: []
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https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly:
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  ai_summary: Structured educational course on building secure, robust microservice
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  - Asynchronous Frameworks
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  v1_locations: []
  v2_locations:
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https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference:
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https://www.freecodecamp.org/news/get-started-with-react-for-beginners:
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https://www.freecodecamp.org/news/git-and-github-for-beginners:
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https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source:
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https://www.freecodecamp.org/news/git-cheat-sheet:
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https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial:
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  hierarchy:
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https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings:
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https://www.freecodecamp.org/news/git-for-professionals:
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https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names:
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  hierarchy:
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https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin:
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https://www.freecodecamp.org/news/git-rebase-handbook:
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https://www.freecodecamp.org/news/git-squash-commits:
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https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git:
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  is_microservice: false
  status: online
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  health_score: null
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https://www.freecodecamp.org/news/how-git-branches-work:
  title: 'freecodecamp.org: How Git Branches Work'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores Git's underlying data structures, demystifying DAG (Directed
    Acyclic Graph) models, refs, and the HEAD pointer. Demonstrates how Git isolates
    modifications cleanly via pointer-manipulation instead of physical copying, ensuring
    highly efficient and scalable local execution.
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  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Git Core
  - Internal Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-oop-tutorial:
  title: 'freecodecamp.org: How to Build an Online Banking System – Python Object-Oriented
    Programming Tutorial'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Hands-on tutorial building a simulated online banking API to explore
    OOP design patterns. Walks through practical use cases of structural encapsulation,
    class-based inheritance, and custom exception handling within a financial business
    domain.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Programming Paradigms
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi:
  title: 'freecodecamp.org: How to Create Microservices with FastAPI'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains how to decompose complex monolithic business systems into highly
    fast, isolated microservices using FastAPI. Covers async cross-service communication
    patterns, serialization improvements, and centralized exception handling.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Systems Architecture
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production:
  title: 'freecodecamp.org: How to Deploy a React App to Production Using Docker and
    NGINX with API Proxies'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep guide details how to bundle React applications into high-performance
    production Docker images using multi-stage builds. Implements security headers
    and API reverse proxy routing directly within NGINX configs.
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  resource_type: Article
  complexity: Basic
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containerization
  - NGINX
  - React Production
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app:
  title: 'freecodecamp.org: How to Dockerize a Flask Application'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Shows standard patterns for containerizing Flask microframework environments.
    Details proper setup of production-grade WSGI servers (like Gunicorn), port exposure,
    volume mountings, and local hot-reloads during container updates.
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  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab:
  title: 'freecodecamp.org: How to Download a Kaggle Dataset Directly to a Google
    Colab Notebook'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walk-through detailing how to pull datasets from Kaggle
    directly into Google Colab instances via the command line. This method bypasses
    local download bottlenecks, optimizing workspace staging workflows.
  language: Python
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Science
  - Cloud Notebooks
  - Data Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git:
  title: 'freecodecamp.org: How to Fix Merge Conflicts in Git'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides actionable steps for interpreting, diagnosing, and resolving
    structural file conflicts inside Git. This handbook walks through conflict markers,
    manual intervention workflows, and external tools like 'git mergetool' for rapid
    workspace recovery.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Version Control
  - Git Core
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-fork-a-github-repository:
  title: 'freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A full-scale workflow study of Git's forking model. Outlines how to
    set up upstream tracking references, execute rebase tasks, and coordinate complex
    code integrations to prevent synchronization drift on highly distributed projects.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Platform
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech:
  title: 'freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive readiness plan for entry-level developers navigating
    the modern tech landscape. It outlines portfolio creation, open-source contribution
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  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - Career Transitions
  - Entry-level Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-get-started-with-pysondb:
  title: 'freecodecamp.org: How to Get Started with PysonDB'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory guide to PysonDB, a lightweight file-based database engine
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    micro-application development, scripting, and testing prototypes.
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  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - NoSQL
  - Python Databases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine:
  title: "freecodecamp.org: How to Use Multiple Git Configs on One Computer \U0001F31F"
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  year: '2021'
  stars: 4
  ai_summary: Explains how to use conditional inclusion config directives (`includeIf`)
    to manage multiple Git configurations on a single machine. Solves credential leakage
    risks by automatically swapping profiles based on target directory boundaries.
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  resource_type: Tutorial
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
  - Software Engineering
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  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python:
  title: 'freecodecamp.org: Python Requests – How to Interact with Web Services using
    Python'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Practical reference detailing the execution of external
    HTTP methods through the Python Requests standard.

    Live Grounding: Outlines connection parameters, timeout protection models, handling
    of complex JSON responses, and standard session management protocols.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - API Integration
  - HTTP Clients
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-set-up-custom-email:
  title: How to Set Up a Custom Email with Cloudflare and Mailgun
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Detailed technical guide outlining DNS integrations using Cloudflare's
    edge networking, configuring SPF, DKIM, and DMARC setups securely with Mailgun
    for robust microservice communication architectures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Email Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - cloudflare.md
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway:
  title: 'freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda
    and API Gateway'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A beginner-oriented walkthrough demonstrating the integration of Amazon
    API Gateway with AWS Lambda. Illustrates how to build an HTTP endpoint, configure
    CORS, parse incoming JSON request payloads, and return standardized JSON responses
    to a frontend client.
  language: JavaScript
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  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Serverless Architecture
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  - REST APIs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - aws-serverless.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws:
  title: 'freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and
    AWS'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed tutorial constructing CI/CD deployment pipelines on AWS.
    Uses GitHub Actions to build Docker images, securely push them to AWS ECR, and
    update application definitions across AWS ECS and Fargate infrastructure safely.
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  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
  - CI/CD Pipelines
  - Automated Cloud Deployments
  - AWS ECS Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-setup-virtual-environments-in-python:
  title: 'freecodecamp.org: How to Set Up a Virtual Environment in Python – And Why
    It''s Useful'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Guides engineers through virtual machine/environment
    isolation patterns via Python''s native `venv` toolkit.

    Live Grounding: Prevents host dependency mutation, explains lock file scopes,
    and explores paths to segregate testing tools from core runtime environments.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - Virtual Environments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-simplify-kubernetes-troubleshooting:
  title: 'freecodecamp.org: How to Simplify Kubernetes Troubleshooting'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This comprehensive troubleshooting guide reframes cluster diagnostics
    into a logical, step-by-step methodology rather than chaotic guesswork. It focuses
    on isolating issues systematically across the application layer, the container
    runtime, and the underlying orchestrator networking. Utilizing this structured
    approach significantly lowers the cognitive load of on-call engineers.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-ssh-into-a-docker-container-secure-shell-vs-docker-attach:
  title: 'freecodecamp.org: How to SSH into a Docker Container – Secure Shell vs Docker
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Explores interactive host operations inside isolated
    containers, contrasting direct SSH keys with Docker engine tooling.

    Live Grounding: Evaluates the system-level differences of mounting SSH services
    inside Docker layers versus executing debug loops via `docker exec` and `docker
    attach` methods.'
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
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  hierarchy:
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  - Containerization & Orchestration
  - Docker
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-use-branches-in-git:
  title: "freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet \U0001F31F"
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  year: '2021'
  stars: 1
  ai_summary: A high-density reference guide containing exhaustive commands for creating,
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    upstream-tracking configurations, and safe merge methodologies essential for maintaining
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  resource_type: Reference
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode:
  title: 'freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical guide to writing, parsing, and rendering Markdown natively
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    utilizing the editor for software architecture decision records (ADRs).
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  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  - Language-Specific Tooling
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  discovered_at: '2026-05-17T18:02:15.392406+02:00'
https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository:
  title: 'freecodecamp.org: How to Use the .github Repository'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation guide for the special `.github` repository, standardizing
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  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Organization Defaults
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https://www.freecodecamp.org/news/how-to-write-clean-code:
  title: 'freecodecamp.org: How to Write Clean Code – Tips and Best Practices (Full
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  description: ''
  year: '2023'
  stars: 0
  ai_summary: A definitive guide on readability, testing, refactoring patterns, and
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  language: English
  resource_type: Handbook
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  status: online
  addition_method: manual
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https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like:
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  description: ''
  year: '2022'
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  ai_summary: Outlines industry-standard practices for crafting high-quality commit
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  resource_type: Article
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  status: online
  addition_method: manual
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  hierarchy:
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  - Standards
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/how-typescript-interfaces-work:
  title: 'freecodecamp.org: How TypeScript Interfaces Work – Explained with Examples'
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  year: '2023'
  stars: 0
  ai_summary: A deep dive into TypeScript's structural subtyping and interface structures.
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  language: TypeScript
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  complexity: Intermediate
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  status: online
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  content_hash: null
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https://www.freecodecamp.org/news/http-full-course:
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  year: '2022'
  stars: 0
  ai_summary: Deep-dive handbook covering HTTP protocols, status codes, fetch APIs,
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  resource_type: Course
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples:
  title: 'freecodecamp.org: Python Attributes – Class and Instance Attribute Examples'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Examines class attributes versus unique object instance
    states in Python OOP designs.

    Live Grounding: Reviews internal attribute lookup mechanisms (via `__dict__`),
    inheritance overrides, class namespaces, and memory storage profiles.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Object-Oriented Programming
  - Attributes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example:
  title: 'freecodecamp.org: Python For Loop - For i in Range Example'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Breaks down fundamental sequence looping execution
    in modern Python scripts.

    Live Grounding: Focuses on performance benefits of generator-driven range sequences
    over standard index increments within high-iteration pathways.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-list-methods-append-vs-extend:
  title: 'freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python
    Explained with Code Examples'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates mutating functions of list elements. Demonstrates complexity
    and memory allocations comparing single-object inclusion with `append()` versus
    sequence concatenation with `extend()` to prevent performance bottlenecks.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from-a-list-in-python:
  title: 'freecodecamp.org: Python List .remove() - How to Remove an Item from a List
    in Python'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Examines removing specific programmatic values from
    dynamic list arrays.

    Live Grounding: Details execution profiles of `.remove()` relative to value lookups,
    compared against structural alternatives like system-level `del` statement and
    array `.pop()` methods.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code:
  title: 'freecodecamp.org: Python Map Function – How to Map a List in Python 3.0,
    With Example Code'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores syntax details of `map()` in Python 3. Shows how it returns
    a memory-efficient map iterator object rather than a list, comparing performance
    directly to standard list comprehensions under memory constraints.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Functional Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-set-operations-explained-with-examples:
  title: 'freecodecamp.org: Python Sets – Explained with Examples'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive breakdown of native Python sets. Demonstrates mathematical
    transformations including unions, intersections, differences, and subset checks
    while detailing underlying hash-table performance implications.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples:
  title: 'freecodecamp.org: Python String split() and join() Methods – Explained with
    Examples'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines basic usage of Python's string manipulation methods `split()`
    and `join()`. Shows how these helper functions parse tokens and clean unstructured
    user payloads efficiently.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - String Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-examples:
  title: "freecodecamp.org: REST API Best Practices – REST Endpoint Design Examples
    \U0001F31F"
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A comprehensive blueprint for designing RESTful API endpoints using
    industry-standard conventions. It explains semantic HTTP verbs (GET, POST, PUT,
    DELETE), logical plural resource naming, status code mappings, and pagination
    practices. Adhering to these standards ensures intuitive consumption and predictable
    API performance.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Design
  - Best Practices
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-api:
  title: 'freecodecamp.org: REST API Design Best Practices Handbook – How to Build
    a REST API with JavaScript, Node.js, and Express.js'
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A practical, comprehensive handbook walking through REST API design
    and development using JavaScript, Node.js, and Express.js. Beyond routing, it
    covers crucial real-world topics including structured error handling, token-based
    authentication (JWTs), database connection pooling, and payload validation middleware.
    This serves as an end-to-end curriculum for building production-ready Node.js
    APIs.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Design
  - Hands-on Deployment
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh:
  title: 'freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over
    SSH'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive walkthrough of rsync protocol options and SSH integration
    for secure differential backups. Explains performance flags like --partial and
    --progress crucial for automated disaster recovery strategies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operating Systems & Infrastructure
  - Storage & File Systems
  - Data Synchronization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49:
  title: 'freecodecamp.org: Serverless is cheaper, not simpler'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Challenges the popular industry narrative that serverless frameworks
    simplify system designs. While highlighting significant cost reductions, this
    case study warns about the operational complexities of distributed event routing,
    IAM configuration boundaries, and cold start mitigations.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Serverless
  - Operational Cost
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql:
  title: 'freecodecamp.org: SQL Inner Join – How to Join 3 Tables in SQL and MySQL'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides advanced syntax paradigms for combining three or more relational
    tables in standard SQL and MySQL. Details optimizer path selections, index utilization
    strategies, and optimal execution sequences for highly normalized enterprise relational
    schemas.
  language: SQL
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example:
  title: 'freecodecamp.org: SQL Join Types – Inner Join VS Outer Join Example'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical primer exploring the execution mechanics of relational SQL
    join operations. Contrasts the set theory behind INNER, LEFT, RIGHT, and FULL
    OUTER JOINs with concrete visual patterns to align developer understanding with
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  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/sql-joins-tutorial:
  title: 'freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner
    Join, Left Join, and Right Join'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive, visual tutorial mapping various SQL JOIN architectures.
    Clearly contrasts INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL OUTER JOIN, and CROSS
    JOIN operations using venn diagrams and transactional datasets.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/tag/aws:
  title: ==freecodecamp.org/news/tag/aws==
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A dynamic curriculum stream aggregating tutorials focused on AWS design
    patterns, architectural fundamentals, and software development SDK integrations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 30b25004b5bdc7caf71c00aef864dc91da730327b9ae94c53d84b3b65ce8aa3e
  health_score: 100.0
  last_checked: 1779030132.324205
  needs_ai_refresh: true
  hierarchy:
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  - AWS
  - Learning & News
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:02:12.324205+02:00'
https://www.freecodecamp.org/news/tcp-vs-udp:
  title: 'freecodecamp.org: TCP vs. UDP — What''s the Difference and Which Protocol
    is Faster?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Contrasts the mechanical differences between the TCP and UDP transport
    protocols. Evaluates TCP's connection-oriented, high-reliability delivery mechanism
    (with congestion control and handshakes) against UDP's lightweight, connectionless,
    and high-speed streaming architecture, framing the optimal real-time application
    patterns for both.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Protocols
  - Transport Layer
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge:
  title: 'freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in
    Git'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive guide examining standard branch merge practices, fast-forward
    merges, three-way merges, and conflict mitigation. Offers foundational theoretical
    models of commit graphs alongside step-by-step diagnostic CLI routines.
  language: English
  resource_type: Handbook
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Version Control
  - Git Core
  - Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-kubernetes-handbook:
  title: "freecodecamp.org: The Kubernetes Handbook \U0001F31F"
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A robust, free reference guide to Kubernetes cluster configuration.
    Contains detailed walk-throughs on container networks, continuous integration
    patterns, and localized diagnostic routines with configuration syntax.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - Comprehensive Reference
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-tutorials.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-linux-commands-handbook:
  title: "freecodecamp.org: The Linux Command Handbook \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exhaustive reference manual containing primary command patterns,
    user permissions, shell navigation commands, and simple scripting techniques.
    Ideal for junior developers or administrators seeking to build a robust mental
    model of standard UNIX/Linux environments.
  language: Bash
  resource_type: Reference Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
  - Command Line
  - Reference
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-nginx-handbook:
  title: "freecodecamp.org: The NGINX Handbook \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A master handbook exploring NGINX server architecture. Reviews custom
    security header injections, performance caching designs, proxy configurations,
    and advanced debugging processes for production environments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Web Servers
  - NGINX Handbooks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-python-handbook:
  title: "freecodecamp.org: The Python Handbook \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An all-encompassing developer manual for Python programming. Covers
    variable scoping, data structures, classes, standard library exceptions, file
    system interactions, and virtual environments from a production developer's perspective.
  language: English
  resource_type: Book
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/the-sql-inner-join-command-example-syntax:
  title: 'freecodecamp.org: The SQL Inner Join Command: Example Syntax'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into the SQL INNER JOIN command. Details query structure,
    standard ANSI syntax, and execution order within relational engines, providing
    developers with clear patterns for query construction and performance predictability.
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  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git:
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  year: '2022'
  stars: 1
  ai_summary: Focuses on mechanisms to untrack files and revert the staging area without
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  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Git Core
  - State Management
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot:
  title: 'freecodecamp.org: Use Selenium to Create a Web Scraping Bot'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An engineering guide demonstrating how to leverage Selenium for scraping
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  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Web Scraping & Automation
  - Data Extraction
  - Selenium Bots
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity:
  title: "freecodecamp.org: VS Code Extensions That'll Boost Your Development Productivity'
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  description: ''
  year: '2026'
  stars: 4
  ai_summary: A compiled developer resource listing standard VS Code extensions that
    optimize local productivity and minimize development friction. The guide serves
    as a solid starting point for configure environments suitable for modern software
    engineering.
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  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 5d79697393168d595f83c2bf05936614d54b63cdcfc7e769407bb3bb3bb57a56
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https://www.freecodecamp.org/news/web-scraping-google-sheets:
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https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser:
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https://www.freecodecamp.org/news/what-is-a-full-stack-developer-full-stack-engineer-guide:
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https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners:
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https://www.freecodecamp.org/news/what-is-an-api-and-how-to-test-it:
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https://www.freecodecamp.org/news/what-is-git-learn-git-version-control:
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https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it:
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https://www.freecodecamp.org/news/what-is-infrastructure-as-code:
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https://www.freecodecamp.org/news/what-is-rest-rest-api-definition-for-beginners:
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https://www.freecodecamp.org/news/what-is-terraform-learn-infrastructure-as-code:
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https://www.freecodecamp.org/news/what-is-trunk-based-development:
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https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation:
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https://www.freecodecamp.org/news/why-you-should-start-using-docker-now:
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https://www.freelancer.com:
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https://www.ft.com/content/08ff1bd0-2e2b-4d20-bb9f-dfe8c5a9807b:
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https://www.fugue.co/blog/5-tips-for-using-the-rego-language-for-open-policy-agent-opa:
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https://www.fugue.co/blog/securing-a-kubernetes-pod-with-regula-and-open-policy-agent:
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https://www.fugue.co/container-kubernetes:
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https://www.fullstackpython.com:
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https://www.fullstackpython.com/best-python-resources.html:
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https://www.functionize.com/blog/testers-vs-tdd:
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https://www.fusionlayer.com/products/infinity:
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https://www.fusionlayer.com/products/ip-address-management-software-defined-ipam-infinity:
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https://www.fylamynt.com/post/mastering-cloud-automation-in-the-cloud-native-era:
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https://www.gaia-x.eu:
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https://www.geeksforgeeks.org/rest-api-introduction:
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https://www.geeksforgeeks.org/springboot/best-way-to-master-spring-boot-a-complete-roadmap:
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https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations:
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https://www.geeksforgeeks.org/top-10-advance-python-concepts-that-you-must-know:
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https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap-api:
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https://www.geminixprize.com:
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https://www.genbeta.com/a-fondo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar:
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? https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo
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  ai_summary: Curator Insight explores remote burnout stemming from the erosion of
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https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google:
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  ai_summary: Analiza la evolución de Microsoft como líder de la revolución de IA
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? https://www.genbeta.com/a-fondo/este-ex-ceo-explica-que-hay-demasiados-empleados-empresas-contratas-a-alguien-primero-que-quiere-contratar
: title: 'genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta''
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https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto:
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https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto-1:
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? https://www.genbeta.com/actualidad/ex-ceo-origen-tener-gente-que-hace-falta-empresas-contratas-a-alguien-primero-que-hace-contratar-1
: title: 'genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta
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? https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell
: title: 'genbeta.com: "Internet está en llamas": Cloudflare ha detectado más de 24.600
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https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c:
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? https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico
: title: 'genbeta.com: Red Hat Enterprise Linux lanza una versión a bajo costo para
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  ai_summary: Spanish language report analyzing Red Hat's low-cost RHEL licensing
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https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se-sabe-que-pasa-se-eliminan-usamos-chats:
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? https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior
: title: 'genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: así es
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? https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados
: title: 'genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes
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? https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar
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? https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar
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? https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1
: title: 'genbeta.com/a-fondo: Cinco repositorios de GitHub tan buenos que son imprescindibles
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https://www.genbeta.com/desarrollo/hace-20-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps:
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https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps:
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  description: ''
  year: '2024'
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  ai_summary: Retells the legendary 2002 internal email mandate from Jeff Bezos which
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
? https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the open-source community backlash and subsequent project migrations
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  language: Spanish
  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta:
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    Cada vez más desarrolladores aprenden por su cuenta'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Reports that less than half of contemporary developers
    hold formal university degrees, reflecting a shift toward self-teaching. Live
    Grounding: Confirms that non-traditional education pathways dominate the developer
    ecosystem, demanding that enterprise hiring pipelines adapt to validate practical
    systems design over theoretical credentials.'
  language: es
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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  - Education
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo:
  title: 'genbeta.com: Plastic SCM Mergebot: automatizando tu pipeline de desarrollo'
  description: ''
  year: '2018'
  stars: 2
  ai_summary: A Spanish-language technical review explaining the automation capabilities
    of Plastic SCM Mergebot. It breaks down how the tool coordinates tests, manages
    branches, and handles auto-merges within the broader development pipeline.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Version Control
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd:
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    y en vez de distribuirlo en GitHub usan un CD'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Discusses a compliance and distribution anomaly where Mercedes-Benz
    distributed open-source software license obligations to users via physical CDs
    rather than modern online hosting platforms like GitHub. It highlights the complex
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    and the slow adaptation of hardware-centric legal teams to modern developer operations.
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  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Open Source Software
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.genbeta.com/desarrollo/visual-studio-code-cuenta-version-web-que-te-permite-mantener-tus-proyectos-tu-disco-duro:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
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  addition_method: manual
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  hierarchy: []
  tags: []
  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:09:13.982407+02:00'
? https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android
: title: 'genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical overview of BusyBox, detailing its architecture
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  resource_type: Technical Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina
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  year: '2021'
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  ai_summary: In-depth technical guide outlining seven crucial websites for discovering
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.gentlydownthe.stream:
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  stars: 0
  ai_summary: An interactive, visually driven learning portal that uses storyboards
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  resource_type: Interactive Site
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  hierarchy:
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  - Concepts
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.gestoresderiesgo.com/colaboradores/prohibicion-de-utilizar-programas-informaticos-que-permitan-llevar-una-doble-contabilidad-empresarial
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  ai_summary: A curated technical resource and architectural guide covering www.gestoresderiesgo.com
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  addition_method: manual
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  health_score: 100.0
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  hierarchy:
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https://www.getambassador.io/blog/kubernetes-labels-vs-annotations:
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  v1_locations:
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https://www.getambassador.io/resources/getting-started-with-kubernetes-for-javascript-developers:
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https://www.getcortexapp.com/post/a-guide-to-the-best-sre-tools:
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https://www.getcortexapp.com/post/why-you-need-a-microservices-catalog-tool:
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  year: N/A
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https://www.getenvoy.io:
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  year: N/A
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https://www.getmatter.com:
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  year: '2026'
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  language: Agnostic
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  status: online
  addition_method: manual
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  hierarchy:
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  v1_locations: []
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https://www.getport.io:
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  year: N/A
  stars: 0
  ai_summary: null
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https://www.getpostman.com:
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  year: N/A
  stars: 0
  ai_summary: null
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  v1_locations:
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https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel:
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  year: '2022'
  stars: 0
  ai_summary: Professional assessment advocating for native Jira-integrated test management
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  resource_type: Article
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
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https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-and-tips:
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  year: '2021'
  stars: 0
  ai_summary: Provides a comprehensive architectural introduction aligning development
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  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022:
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  year: '2022'
  stars: 0
  ai_summary: Examines trends in QA automation, highlighting the adoption of QA-as-code
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  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
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  hierarchy:
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  v1_locations: []
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https://www.giantflyingsaucer.com/blog/?p=5730:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.giantflyingsaucer.com
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
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  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031399.074655
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  hierarchy:
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  tags:
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  v1_locations:
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  discovered_at: '2026-05-17T17:23:19.074655+02:00'
https://www.giantswarm.io:
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  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Giant Swarm is an enterprise-tier fully managed Kubernetes platform
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  language: Go
  resource_type: Platform Website
  complexity: Advanced
  is_microservice: false
  status: online
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  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm:
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  stars: 0
  ai_summary: 'An in-depth post detailing Giant Swarm''s operational adoption of Cluster
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  language: Go/YAML
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
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  content_hash: null
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  hierarchy:
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  tags:
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https://www.giffgaff.io/tech/resizing-statefulset-persistent-volumes-with-zero-downtime:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering giffgaff.io:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032254.691636
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations:
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https://www.giffgaff.io/tech/using-istio-with-nginx-ingress:
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  ai_summary: 'A curated technical resource and architectural guide covering giffgaff.io:
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https://www.git-tower.com/blog/git-cheat-sheet:
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  ai_summary: 'Curator Insight: Designed by Tower developers, this reference targets
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https://www.gitbook.com:
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https://www.githubstatus.com:
  title: "githubstatus.com \U0001F31F"
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  year: '2026'
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  ai_summary: Real-time operational status and service availability metrics portal
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https://www.githubstatus.com/uptime:
  title: "githubstatus.com/uptime \U0001F31F"
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  year: '2026'
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  ai_summary: Public availability dashboard tracing historic up-times and localized
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  resource_type: Tool
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.gitkraken.com:
  title: gitkraken.com
  description: "- [GitKraken Git Cheat](https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet)\n
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  ai_summary: A feature-rich desktop client focusing on graphical representation of
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.gitkraken.com/learn/git/branch:
  title: "gitkraken.com: Branching in Git \U0001F31F"
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  stars: 1
  ai_summary: Covers the mechanics of branch creation, checkout, tracking, and upstream
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.gitkraken.com/learn/git/problems/rename-git-branch:
  title: 'gitkraken.com: How do you rename a Git branch?'
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  year: '2022'
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  ai_summary: Details the mechanics of renaming local and remote Git branches using
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https://www.gitkraken.com/learn/git/tutorials:
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https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet:
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  ai_summary: 'Curator Insight: Cheat sheet detailing key operations in the GitKraken
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https://www.gitkraken.com/reports/devops-report-2020:
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  ai_summary: A retrospective statistical report analyzing tool adoption patterns
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https://www.gitkraken.com/resources/devops-report-2020:
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https://www.gitkraken.com/resources/gitkraken-cheat-sheet:
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https://www.gitops.tech:
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  ai_summary: The quintessential reference guide defining GitOps methodology. Underlines
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  hierarchy:
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https://www.gitpod.io:
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https://www.gitpod.io/blog/openvscode-server-launch:
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https://www.gluster.org:
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https://www.gnu.org/software/parallel:
  title: gnu.org/software/parallel
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  year: '2011'
  stars: 5
  ai_summary: GNU Parallel is a high-performance command-line tool designed for executing
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  language: Perl
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2011-06-01T00:00:00+02:00'
https://www.gocd.org:
  title: GoCD
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  year: '2026'
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  ai_summary: An enterprise-grade continuous delivery tool specializing in complex
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  language: Java
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  status: online
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.goglides.dev/bkpandey/headless-services-in-kubernetes-what-why-and-how-39fl:
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  ai_summary: 'A curated technical resource and architectural guide covering goglides.dev:
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  hierarchy:
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https://www.google.com/share.google?q=rRH2WBGGgW1LON3N1:
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? https://www.googlecloudpresscorner.com/2026-05-28-Workday-and-Google-Cloud-Expand-Strategic-Partnership-to-Bring-AI-Agents-for-HR-and-Finance-Into-Employees-Daily-Workflows&linkId=62100369
: title: Workday and Google Cloud Expand Strategic Partnership to Bring AI Agents
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  ai_summary: Google Cloud and Workday expand their partnership to integrate the Workday
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  category: uncategorized
  reputation_status: Vetted
  reputation_summary: A major enterprise milestone showing multi-agent integration
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https://www.granted.dev:
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  ai_summary: A curated technical resource and architectural guide covering granted.dev
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https://www.greycampus.com:
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  ai_summary: Analyzes project management frameworks with a focus on contrasting agile
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  hierarchy:
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https://www.greycampus.com/blog/agile-and-scrum/agile-vs-scrum-vs-waterfall-vs-kanban:
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https://www.greycampus.com/blog/agile-management/agile-vs-scrum-vs-waterfall-vs-kanban:
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https://www.groundcover.com/blog/ci-cd-kubernetes:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.groundcover.com/blog/k8s-container-events:
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  stars: 0
  ai_summary: Kubernetes events are transient cluster logs that provide critical context
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    logging essential. This article analyzes strategies for collecting, storing, and
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    helps platform engineers build early-warning systems before issues escalate to
    outages.
  language: English
  resource_type: Blog Post
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  hierarchy:
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https://www.gruntwork.io:
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  year: '2025'
  stars: 4
  ai_summary: Gruntwork provides thoroughly tested, enterprise-grade Infrastructure-as-Code
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  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.gruntwork.io/blog/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code:
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https://www.gruntwork.io/blog/how-to-manage-multiple-environments-with-terraform:
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  ai_summary: A foundational analysis by Gruntwork covering strategies to organize
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.gruntwork.io/blog/how-to-use-terraform-as-a-team:
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  ai_summary: Examines the governance, coordination, and structural methodologies
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.gruntwork.io/blog/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos:
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  status: online
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.gruntwork.io/blog/introducing-the-gruntwork-module-service-and-architecture-catalogs:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.gruntwork.io/blog/terraform-tips-tricks-loops-if-statements-and-gotchas:
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  ai_summary: A technical deep-dive into standard HCL patterns for implementing loops,
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https://www.gruntwork.io/blog/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation:
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https://www.gslab.com/blogs/performance-testing-with-Apache-JMeter:
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  ai_summary: 'A curated technical resource and architectural guide covering gslab.com:
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  discovered_at: '2026-05-17T17:28:31.904441+02:00'
https://www.guru.com:
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  hierarchy:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.guru99.com:
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  ai_summary: A curated technical resource and architectural guide covering guru99.com
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  discovered_at: '2026-06-18T00:38:59.429177+02:00'
https://www.guru99.com/agile-vs-scrum.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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  discovered_at: '2026-06-18T00:44:04.750946+02:00'
https://www.guru99.com/ai-tutorial.html:
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https://www.guru99.com/ansible-interview-questions.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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https://www.guru99.com/ci-cd-pipeline.html:
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https://www.guru99.com/continuous-testing.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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https://www.guru99.com/devops-lifecycle.html:
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https://www.guru99.com/devops-tools.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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https://www.guru99.com/jenkins-jmeter-blazemeter.html:
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  ai_summary: 'A curated technical resource and architectural guide covering Guru99.com:
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https://www.guru99.com/mutable-and-immutable-in-python.html:
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https://www.guru99.com/soap-simple-object-access-protocol.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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https://www.guru99.com/test-driven-development.html:
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  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
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https://www.hablemosdenube.com:
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  ai_summary: A curated technical resource and architectural guide covering hablemosdenube.com
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https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux:
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https://www.hackerxone.com/2021/07/10/how-manage-single-multiple-kubernetes-clusters-using-kubectl-kubectx-linux:
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https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws:
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https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws:
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  ai_summary: A technical guide to configuring, scaling, and associating managed node
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https://www.hackingarticles.in/powershell-for-pentester-windows-reverse-shell:
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  ai_summary: Provides hands-on configuration instructions for building, executing,
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  v1_locations: []
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https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5:
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  v1_locations: []
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https://www.haproxy.com/blog/the-haproxy-enterprise-waf:
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  ai_summary: Product portal for HAProxy's Enterprise Web Application Firewall (WAF).
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https://www.haproxy.org:
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https://www.harness.io:
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https://www.harness.io/blog:
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https://www.harness.io/blog/automated-devsecops:
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https://www.harness.io/blog/autostopping-rules-kubernetes:
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https://www.harness.io/blog/cd-jenkins-pipelines-harness:
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https://www.harness.io/blog/ci-cd-pipeline:
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https://www.harness.io/blog/continuous-delivery/spinnaker-alternatives:
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https://www.harness.io/blog/continuous-integration-performance-metrics:
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https://www.harness.io/blog/deployment-pipeline-patterns:
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  hierarchy:
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https://www.harness.io/blog/gitops-best-practices:
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  ai_summary: Synthesizes six practical patterns to onboard engineering teams to GitOps
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https://www.harness.io/blog/gitops-repo-structure:
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  ai_summary: Compares four dominant directory layout models for GitOps systems. Weighs
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https://www.harness.io/blog/helm-chart-repo:
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  ai_summary: A practical hands-on tutorial demonstrating how to turn a standard GitHub
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https://www.harness.io/blog/helm-vs-kustomize:
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  ai_summary: Duplicate entry of Harness comparison. Synthesizes key operational criteria
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https://www.harness.io/blog/kubernetes-ci-cd-best-practices:
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  ai_summary: A professional guide detailing best practices for Kubernetes-native
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https://www.harness.io/blog/kubernetes-mistakes:
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https://www.harness.io/blog/kubernetes-services-explained:
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  ai_summary: Analyzes the network mechanics of Kubernetes Services, detailing internal
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https://www.harness.io/blog/recommendations-api:
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  ai_summary: Outlines programmatic cost reduction strategies utilizing Harness's
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  status: online
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  discovered_at: '2026-05-17T17:56:58.893095+02:00'
https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository:
  title: Announcing the HashiCorp Linux Repository
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering Announcing
    the HashiCorp Linux Repository in the Kubernetes Tools ecosystem.
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:58:51.792093+02:00'
https://www.hashicorp.com/blog/announcing-the-terraform-visual-studio-code-extension-v2-0-0:
  title: Announcing the Terraform Visual Studio Code Extension v2.0.0
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
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  addition_method: manual
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  last_checked: 1779033801.898283
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  hierarchy: []
  tags: []
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  discovered_at: '2026-05-17T18:03:21.898283+02:00'
https://www.hashicorp.com/blog/announcing-version-2-0-kubernetes-and-helm-providers-for-hashicorp-terraform:
  title: "hashicorp.com: Announcing Version 2.0 of the Kubernetes and Helm Providers'
    for HashiCorp Terraform \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
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    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033735.350071
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  hierarchy:
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  tags:
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  v1_locations:
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  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:02:15.350071+02:00'
https://www.hashicorp.com/blog/announcing-waypoint:
  title: 'hashicorp.com: Announcing HashiCorp Waypoint'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  hierarchy:
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  tags:
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  v1_locations:
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  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:39:20.930617+02:00'
https://www.hashicorp.com/blog/aws-hashicorp-collaborate-new-terraform-modules:
  title: 'hashicorp.com: AWS and HashiCorp Collaborate on New Terraform Modules'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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    ecosystem.'
  language: English
  resource_type: Reference
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  status: null
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:52:53.073997+02:00'
https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault:
  title: 'hashicorp.com: Use AWS Lambda Extensions to Securely Retrieve Secrets From''
    HashiCorp Vault'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Use AWS Lambda Extensions to Securely Retrieve Secrets From'' HashiCorp Vault
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
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  status: null
  addition_method: manual
  content_hash: N/A
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  last_checked: 1779033050.696132
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:50:50.696132+02:00'
https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated:
  title: Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated
  description: HashiCorp announces general availability of Azure hub-and-spoke networking
    topology support for HCP Vault Dedicated, delivering private, secure connectivity.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: Managed security platforms must adapt to complex cloud-native
    networking layouts to be viable for enterprise environments.


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


    Security Architecture:

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

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

    - Simplifies cross-tenant routing without requiring complex manual peer configurations.'
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  resource_type: blog
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  status: online
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  last_checked: 1780352168.173394
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Security
  - Secrets Management
  - HashiCorp Vault
  - Azure Networking
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: azure
  reputation_status: Vetted
  reputation_summary: Strongly welcomed by security operations teams for solving complex
    Azure enterprise private networking topology requirements within managed Vault
    deployments.
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  suggested_new_category: devsecops
  discovered_at: '2026-06-02T00:16:08.173394+02:00'
https://www.hashicorp.com/blog/beta-support-for-crds-in-the-terraform-provider-for-kubernetes:
  title: 'hashicorp.com: Beta Support for CRDs in the Terraform Provider for Kubernetes'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Beta Support for CRDs in the Terraform Provider for Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029074.536739
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  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:44:34.536739+02:00'
https://www.hashicorp.com/blog/build-a-quick-aks-cluster-the-easy-way-with-terraform-cloud:
  title: "hashicorp.com: Build a Quick AKS Cluster the Easy Way with Terraform Cloud'
    \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Build a Quick AKS Cluster the Easy Way with Terraform Cloud' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030413.084431
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  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:06:53.084431+02:00'
https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault:
  title: '==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform''
    and Vault=='
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    Build secure AI applications on Azure with HashiCorp Terraform'' and Vault== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032728.635743
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  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  - docs/terraform.md
  v2_locations:
  - azure.md
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:45:28.635743+02:00'
https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform:
  title: 'hashicorp.com: Building a secure Azure reference architecture with Terraform'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Building a secure Azure reference architecture with Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032733.990149
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  hierarchy:
  - Architectural Foundations
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:45:33.990149+02:00'
https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-the-cdk-for-terraform:
  title: 'hashicorp.com: Building Azure Resources with TypeScript Using the CDK for''
    Terraform'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Building Azure Resources with TypeScript Using the CDK for'' Terraform in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029631.083197
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:53:51.083197+02:00'
https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript-support:
  title: 'hashicorp.com: CDK for Terraform: Enabling Python & TypeScript Support'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    CDK for Terraform: Enabling Python & TypeScript Support in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034217.3485
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:10:17.348500+02:00'
https://www.hashicorp.com/blog/cdk-for-terraform-now-generally-available:
  title: 'hashicorp.com: CDK for Terraform Is Now Generally Available'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  language: English
  resource_type: Reference
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  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033917.209287
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:05:17.209287+02:00'
https://www.hashicorp.com/blog/cisco-citrix-fortinet-among-new-verified-terraform-providers:
  title: 'hashicorp.com: Cisco, Citrix, and Fortinet Among New Verified Terraform''
    Providers'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Cisco, Citrix, and Fortinet Among New Verified Terraform'' Providers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029118.635147
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:45:18.635147+02:00'
https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul-terraform-sync:
  title: 'hashicorp.com: Configuring Azure Application Gateway with Consul-Terraform-Sync'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Configuring Azure Application Gateway with Consul-Terraform-Sync in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029340.775794
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:49:00.775794+02:00'
https://www.hashicorp.com/blog/consul-20-improves-flexibility-control-and-scalability:
  title: Consul 2.0 improves flexibility, control, and scalability
  description: HashiCorp releases Consul 2.0, introducing multi-port service mesh
    on Kubernetes, CyberArk Workload Identity integration, and global RPC rate limiting.
  year: '2026'
  stars: 4
  ai_summary: 'A technical release breakdown of HashiCorp Consul 2.0, focusing on
    multi-cloud security, control planes, and networking density.

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

    * Implements global RPC rate limiters, auto-scaling mechanisms for the native
    API Gateway, and integrations with CyberArk Workload Identity Manager as an external
    CA.'
  language: en
  resource_type: article
  complexity: advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780352686.744634
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Automation
  - Service Mesh
  - Kubernetes Networking
  - Datacenter Security
  tags:
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  - ENTERPRISE-STABLE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: servicemesh
  reputation_status: Vetted
  reputation_summary: A landmark release from HashiCorp that is recognized by cloud
    architects as a crucial architectural upgrade to long-standing Kubernetes-to-Consul
    service mesh constraints.
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  suggested_new_category: service-discovery
  discovered_at: '2026-06-02T00:24:46.744634+02:00'
https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform-operator-for-kubernetes:
  title: 'hashicorp.com: Creating Workspaces with the HashiCorp Terraform Operator''
    for Kubernetes'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Creating Workspaces with the HashiCorp Terraform Operator'' for Kubernetes in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033037.184747
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:50:37.184747+02:00'
https://www.hashicorp.com/blog/custom-variable-validation-in-terraform-0-13:
  title: 'hashicorp.com: Custom Variable Validation in Terraform 0.13'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031460.4784
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:24:20.478400+02:00'
https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform:
  title: Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering Deploy
    Any Resource With The New Kubernetes Provider for HashiCorp Terraform in the Kubernetes
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032036.578738
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  hierarchy:
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  - Kubernetes Tools
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:33:56.578738+02:00'
https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-and-gitops:
  title: 'hashicorp.com: Deploying Helm Apps to Kubernetes with Waypoint and GitOps'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033222.528209
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:53:42.528209+02:00'
https://www.hashicorp.com/blog/disaster-recovery-for-hashicorp-consul-on-kubernetes:
  title: "hashicorp.com: Disaster Recovery for HashiCorp Consul on Kubernetes \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
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    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031602.083734
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
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  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:26:42.083734+02:00'
https://www.hashicorp.com/blog/encrypting-large-artifacts-and-streaming-workloads-with-vault:
  title: Encrypting Large Artifacts and Streaming Workloads with Vault
  description: HashiCorp introduces a local envelope encryption workflow utilizing
    Vault Transit keys to protect massive data payloads without network bottlenecks.
  year: '2026'
  stars: 4
  ai_summary: This technical architecture guide introduces HashiCorp's SDK for implementing
    envelope encryption with Vault's Transit secrets engine. By shifting the workload
    of actual encryption and decryption locally to applications using locally generated
    data encryption keys (DEKs), it avoids the latency and network bottlenecks of
    sending large payloads to a central Vault server. Vault maintains central authority
    over key policy and DEK wrapping, offering high-performance, secure processing
    for streaming data and massive artifacts.
  language: English
  resource_type: blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
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https://www.hashicorp.com/blog/supporting-the-hashicorp-terraform-extension-for-visual-studio-code:
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  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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https://www.hashicorp.com/blog/terraform-mono-repo-vs-multi-repo-the-great-debate:
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https://www.hashicorp.com/blog/vault-github-action:
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https://www.hashicorp.com/en/conferences/hashiconf/call-for-sessions:
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https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cluster-terraform-ansible:
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https://www.hashicorp.com/resources/how-can-i-prevent-configuration-drift:
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https://www.hashicorp.com/resources/modern-infrastructure-automation-with-packer-terraform-and-consul:
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https://www.hashicorp.com/resources/opinionated-terraform-best-practices-and-anti-patterns:
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https://www.hashicorp.com/resources/securing-infrastructure-in-application-pipelines:
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https://www.hashicorp.com/resources/serverless-secrets-vault:
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  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  status: null
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https://www.hashicorp.com/resources/terraform-abstraction-tips-just-because-you-can-doesnt-mean-you-should:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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    the Kubernetes Tools ecosystem.'
  language: English
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  status: null
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  v1_locations:
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https://www.hashicorp.com/resources/terraform-aws-cloud-control-provider-under-the-hood:
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  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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    ecosystem.'
  language: English
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  status: null
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  v1_locations:
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https://www.hashicorp.com/resources/terraform-plan-interactive-configuration-and-state-visualization-with-rover:
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  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  language: English
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https://www.hashicorp.com/resources/terraform-practices-the-good-the-bad-and-the-ugly:
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  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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https://www.hashicorp.com/resources/terraform-what-instacart-learned-managing-over-50-aws-rds-postgresql-instances:
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    AWS RDS PostgreSQL Instances with Terraform'
  description: ''
  year: N/A
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  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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    Instances with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
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  content_hash: N/A
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https://www.hashicorp.com/resources/testing-infrastructure-as-code-on-localhost:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering Testing
    Infrastructure as Code on Localhost in the Kubernetes Tools ecosystem.
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  resource_type: Reference
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  hierarchy:
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  tags:
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  discovered_at: '2026-05-17T16:59:08.108747+02:00'
https://www.hashicorp.com/resources/using-the-terraform-aws-cloud-control-provider:
  title: 'hashicorp.com: Using the Terraform AWS Cloud Control Provider'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  language: English
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  status: null
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  content_hash: N/A
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  hierarchy:
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  tags:
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  v1_locations:
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  - terraform.md
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  discovered_at: '2026-05-17T16:55:32.070786+02:00'
https://www.hashicorp.com/resources/vault-and-kubernetes-better-together:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  resource_type: Reference
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  status: null
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  content_hash: N/A
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  hierarchy:
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  tags:
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  discovered_at: '2026-05-17T16:54:38.607219+02:00'
https://www.hashicorp.com/resources/why-microservices:
  title: "hashicorp.com: Why Microservices? \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
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  is_microservice: false
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  hierarchy:
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  discovered_at: '2026-05-17T17:04:45.037066+02:00'
https://www.hashicorp.com/solutions/ai-infrastructure-management:
  title: 'hashicorp.com: AI for infrastructure management'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
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  status: null
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  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  discovered_at: '2026-05-17T18:02:39.137412+02:00'
https://www.hava.io:
  title: hava.io
  description: ''
  year: '2025'
  stars: 0
  ai_summary: SaaS infrastructure visualization engine that connects securely to cloud
    backends (AWS, GCP, Azure) to draw up-to-date layout sheets. Facilitates continuous
    compliance tracking by logging history changes over time.
  language: None
  resource_type: SaaS Platform
  complexity: Intermediate
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  status: online
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  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.hava.io/blog/design-for-failure-lessons-learnt-from-the-sydney-aws-outage:
  title: Design for failure lessons learnt from the Sydney AWS outage
  description: ''
  year: '2016'
  stars: 3
  ai_summary: An architectural retrospective analyzing service failures during a historic
    AWS Sydney region outage. Live Grounding highlights how this post underscores
    the vital design-for-failure paradigm, proving that high availability requires
    cross-region failovers, active-active topologies, and robust client retry configurations.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2016-06-01T00:00:00+02:00'
https://www.hays.es/blog/insights/la-gran-renuncia:
  title: 'hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando''
    dejar su trabajo?'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Explores the psychological and economic motivators of the 'Great Resignation'
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    to outline the shifting priorities toward flexibility, modern work-life integration,
    and competitive technical compensation. [SPANISH CONTENT]
  language: Spanish
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
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  last_checked: 1779030394.738603
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  hierarchy:
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  - Market Dynamics & Economic Shifts
  - The Great Resignation Paradigm
  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:06:34.738603+02:00'
https://www.hcltech.com/blogs/devops-tools-and-technologies-manage-microservices:
  title: "hcltech.com: DevOps Tools and Technologies to Manage Microservices \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Maps out the comprehensive tooling stack required to manage complex
    microservice lifecycles. Details the intersection of build systems, container
    registries, service meshes, centralized logging (EFK/ELK), and distributed tracing
    tools (Jaeger) essential for observability.
  language: English
  resource_type: Blog
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.hellobonsai.com:
  title: hellobonsai
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An all-in-one suite of business tools designed to manage freelance operations
    including invoicing, contracting, proposals, and accounting. It drastically reduces
    administrative overhead for independent consultants. Live grounding emphasizes
    its status as an essential utility for modern solopreneurs.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Contractor Operations
  - SaaS Administration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.helpnetsecurity.com/2020/12/14/how-devsecops-developers:
  title: 'helpnetsecurity.com: How to make DevSecOps stick with developers'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An organizational analysis detailing how to successfully promote DevSecOps
    culture among developers. Proposes seamless IDE plugin adoption, gamified training,
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  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.helpnetsecurity.com/2021/05/04/security-kubernetes:
  title: "helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes
    clusters \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews Kubestriker, a lightweight, agentless open-source security scanner
    that audits Kubernetes control plane configurations, insecure ports, and IAM roles
    for vulnerabilities.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Kubestriker Scanner
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.heroku.com/blog/monolithic-applications-into-services:
  title: 'blog.heroku.com: Deconstructing Monolithic Applications into Services'
  description: ''
  year: '2019'
  stars: 4
  ai_summary: A detailed playbook on dividing monolithic backends into cohesive, independent
    services. It discusses domain-driven design (DDD) boundaries, API gateway design,
    database decomposition, and how to manage the incremental migration phases to
    minimize downtime.
  language: English
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Microservices
  - Decomposition Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.hetzner.com/cloud:
  title: null
  description: null
  year: null
  stars: null
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  last_checked: 1779031714.959273
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  hierarchy: []
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  v1_locations:
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  discovered_at: '2026-05-17T17:28:34.959273+02:00'
? https://www.hibridosyelectricos.com/articulo/actualidad/tesla-recurre-china-calidad-fabricacion-coches-electricos/20221222124048066230.html
: title: 'hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad''
    de fabricación de sus coches eléctricos'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
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  status: online
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  hierarchy: []
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:25.447509+02:00'
https://www.hibridosyelectricos.com/coches/tesla-recurre-china-calidad-fabricacion-coches-electricos_66230_102.html:
  title: 'hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad
    de fabricación de sus coches eléctricos'
  description: "- La Gigafactoría de Tesla en Shanghái es todo un ejemplo de eficiencia,
    innovación tecnológica y calidad de fabricación. El responsable de este logro
    es Tom Zhu, su jefe de Operaciones, que recientemente visitó las dos plantas estadounidenses.\n
    \   - W. Edward Deming fue un ingeniero y consultor estadounidense reconocido
    como el padre de la gestión de la calidad total en la fabricación de automóviles.
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    al desarrollo de una serie de teorías funcionales y económicas que, desde hace
    años, supervisan la producción de los vehículos que se fabrican en casi todo el
    mundo.\n    - Las teorías de Deming estaban muy por delante de su tiempo. Afirman
    que las organizaciones que se centran en reducir únicamente los costes de producción,
    automáticamente disminuyen la calidad de sus productos. Por el contrario, aquellas
    que se concentran en mejorar la calidad, automáticamente rebajan los costes."
  year: '2023'
  stars: 3
  ai_summary: Examines Tesla's adaptation of W. Edwards Deming’s Total Quality Management
    (TQM) principles at the Shanghai Gigafactory under Tom Zhu. The article contrasts
    how focusing on systemic quality optimizations organically drives down production
    costs, refuting the legacy approach of prioritizing cost reduction at the expense
    of engineering refinement. This demonstrates how modern automated manufacturing
    lines mimic clean software deployment pipelines using feedback loops.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - System Architecture
  - Industrial Engineering
  - Quality Management
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.high-mobility.com:
  title: high-mobility.com
  description: '- [REST Auto API Tutorial](https://www.high-mobility.com/car-api)'
  year: '2026'
  stars: 3
  ai_summary: High Mobility offers an enterprise platform that standardizes vehicle
    APIs across multiple major car manufacturers. Developers can retrieve standardized
    telematics, status, and control endpoints through a secure, unified gateway infrastructure.
  language: English
  resource_type: Enterprise Product
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Domain APIs
  - Automotive
  - Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.high-mobility.com/learn/tutorials/rest:
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  description: null
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https://www.ibm.com/think/topics/openshift-vs-kubernetes:
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https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt:
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https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins:
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https://www.igoroseledko.com/aws-cli-cheat-sheet:
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https://www.igoroseledko.com/bash-and-expect-snippets:
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https://www.igoroseledko.com/checking-multiple-variables-in-bash:
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https://www.igoroseledko.com/parallel-rsync:
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https://www.imaginarycloud.com/blog/grpc-vs-rest:
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https://www.imaginarycloud.com/blog/nomad-vs-kubernetes:
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https://www.imaginarycloud.com/blog/openshift-vs-kubernetes-differences:
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https://www.imaginarycloud.com/blog/podman-vs-docker:
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https://www.immo-pop.com/login:
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https://www.imperva.com/learn/performance/cdn-caching:
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? https://www.inc.com/jeff-haden/27-years-ago-steve-jobs-said-best-employees-focus-on-content-not-process-workplace-research-shows-he-was-right.html
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https://www.influxdata.com:
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https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack:
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https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator:
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https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker:
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https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf:
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https://www.influxdata.com/influxdb-templates/jenkins-monitoring:
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https://www.influxdata.com/time-series-platform/telegraf:
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  year: '2020'
  stars: 0
  ai_summary: A targeted RPM bundle archive compiling Telegraf 1.14 alongside dependencies
    like Apache ActiveMQ scripts. Retained for air-gapped systems running legacy RedHat
    workloads.
  language: None
  resource_type: Repository
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Package Archives
  - Metric Collection
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://www.infobae.com/tecno/2026/05/21/investigadores-de-microsoft-ponen-limites-la-ia-aun-no-puede-reemplazar-la-programacion-mas-alla-de-python
: title: 'Investigadores de Microsoft ponen limites: la IA aun no puede reemplazar
    la programacion mas alla de Python - Infobae'
  description: 'Investigación realizada por expertos de Microsoft que establece un
    límite concreto a la automatización total: la inteligencia artificial todavía
    presenta altos índices de error en flujos extensos de edición de documentos y
    programación fuera de Python.'
  year: '2026'
  stars: 4
  ai_summary: This article highlights key findings from Microsoft researchers Philippe
    Laban, Tobias Schnabel, and Jennifer Neville utilizing their 'DELEGATE-52' benchmark.
    The study highlights that frontier LLMs (such as GPT-5-era models and Claude 4)
    remain unreliable delegates for complex, multi-step document and coding workflows,
    experiencing average content degradation rates between 25% and 50% across 20 interactions.
    While Python automation meets current readiness thresholds, programming in other
    domains still requires deep human oversight. [SPANISH CONTENT]
  language: es
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 4863fb7b339811bd27dd8d10dfe607430945093749cd5625701003fc8f42d0c9
  health_score: null
  last_checked: 1780352571.556292
  needs_ai_refresh: false
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Workflow Reliability
  - AI Benchmarking
  tags:
  - '[CASE STUDY]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  reputation_status: Vetted
  reputation_summary: Highly reliable reporting covering Microsoft Research's validated
    academic paper on the DELEGATE-52 benchmark.
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  suggested_new_category: ai-reliability
  discovered_at: '2026-06-02T00:22:51.556292+02:00'
https://www.infoq.com/articles/DevOps-value-stream:
  title: 'infoq.com: Driving DevOps with Value Stream Management'
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A deep dive into Value Stream Management (VSM) as a framework for aligning
    microservice delivery pipelines with business outcomes. Details how to identify
    bottlenecks in the software development lifecycle (SDLC) by mapping flow metrics
    (lead time, cycle time, throughput). Illustrates how VSM coordinates engineering
    efforts to maximize systemic efficiency and avoid localized optimization traps.
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Value Stream Management
  - DevOps Metrics
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/Java-PERMGEN-Removed:
  title: PermGen eliminado
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A deep-dive technical brief on InfoQ describing the dynamic architecture
    shift resulting from the removal of PermGen in JDK 8. The article reviews Metaspace
    configuration parameters, auto-tuning behavior, garbage collection triggers for
    classloader metadata, and the operational adjustments required for zero-downtime
    Java migrations.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2014-06-01T00:00:00+02:00'
https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle:
  title: 'infoq.com: A Standardized, Specification-Driven API Lifecycle'
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Details the mechanics of a specification-driven API lifecycle, advocating
    for OpenAPI (Swagger) specs as the single source of truth prior to writing code.
    Designing spec-first allows concurrent mock-testing for front-end teams, automatic
    documentation rendering, and declarative gateway route provisioning. This methodology
    eliminates communication barriers and guarantees consistent engineering interfaces
    across enterprise teams.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - API Design
  - API Lifecycle
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/articles/aiops-reliability-engineering:
  title: 'infoq.com: AIOps: Site Reliability Engineering at Scale'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operational guide illustrating how AIOps can scale Site Reliability
    Engineering. Demonstrates how machine learning helps teams prioritize incidents,
    predict SLO failures, and handle large-scale alert volume.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Site Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoq.com/articles/ballerina-fullstack-rest-api:
  title: 'infoq.com: Ballerina for Full-Stack Developers: A Guide to Creating Backend
    APIs'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical evaluation of Ballerina as an open-source programming language
    specifically designed for backend microservice integration. Focuses on native
    support for HTTP/2, gRPC, and JSON data transformations.
  language: Ballerina
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Languages
  - Cloud-Native Programming
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devel-sites.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/better-metrics-team-performance:
  title: 'infoq.com: Better Metrics for Building High Performance Teams'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Focuses on establishing effective performance indicators for software
    development organizations, warning against anti-patterns like counting commits
    or lines of code. Advocates for system-level engineering metrics, including the
    DORA metrics (deployment frequency, lead time for changes, MTTR, change failure
    rate) to cultivate continuous improvement cultures and drive systemic stability.
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Engineering Leadership
  - Metrics & Analytics
  - DORA Metrics
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/cloud-native-architecture-adoption-part1:
  title: 'Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and
    Maturity'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Transitioning to cloud-native architectures demands a phased evolution
    from legacy monolithic codebases to distributed, dynamically orchestrated workloads.
    This architectural guide outlines a clear maturity framework, mapping the progression
    of configuration, state, and messaging layers. Organizations must balance technical
    debt reduction with the adoption of platform capabilities like service meshes
    and managed runtimes.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Cloud Native
  - Evolution
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - faq.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.infoq.com/articles/cloud-native-architecture-adoption-part3:
  title: 'infoq.com: Adoption of Cloud Native Architecture, Part 3: Service Orchestration
    and Service Mesh'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes evolution of enterprise service orchestration, detailing how
    meshes take over where basic container scheduling falls short. Explores routing,
    discovery patterns, and traffic policies in multi-language microservices topologies.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Orchestration
  - Service Mesh Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/cloud-native-observability:
  title: 'infoq.com: Cloud Native and Kubernetes Observability: Expert Panel'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive panel summary exploring the evolution from basic health
    checking to modern high-fidelity telemetry platforms. Focuses on the convergence
    of tracing, structural logging, metrics, and eBPF technology to capture deep telemetry
    with minimal agent overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Monitoring
  - Telemetry Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/database-audit-system-kafka:
  title: 'infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and
    Maxwell''s Daemon'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This guide details the construction of a real-time SQL database audit
    trail using Maxwell's Daemon, Apache Kafka, and MongoDB. It covers log ingestion,
    payload structures, and how to write non-repudiable audit trails for compliance.
  language: Java
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Audit Systems
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations:
  title: 'infoq.com: DevOps is Not Enough for Scaling and Evolving Tech-Driven Organizations:
    a Q&A with Eduardo da Silva'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Q&A explaining why typical DevOps silo designs fail to sustain growth
    at scale. Promotes platform engineering strategies that focus on lowering cognitive
    developer load through specialized Internal Developer Platforms (IDPs) and defined
    team boundaries.
  language: English
  resource_type: Q&A
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps Methodology
  - Platform Engineering
  - Organizational Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/devops-secure-trends:
  title: 'infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops
    in 2021'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical report defining nine pivotal engineering patterns that
    influenced global DevSecOps integration. Focuses on declarative Infrastructure
    as Code parsing, GitOps-driven deployment validations, and progressive canary
    deployments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/devops-shifting-left:
  title: 'infoq.com: Dark Side of DevOps - the Price of Shifting Left and Ways to
    Make it Affordable'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Discusses the fatigue caused by overload as developers
    take over security and operational tasks. Live Grounding: Explores strategies
    to balance developer responsibility with organizational guardrails to prevent
    developer burnout and security bypasses.'
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Shifting Left Risks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoq.com/articles/distributed-systems-kubernetes:
  title: 'infoq.com: The Evolution of Distributed Systems on Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural study tracks how Kubernetes evolved from basic container
    scheduling to a cohesive system layer for distributed systems. It contrasts the
    sidecar pattern and Service Meshes with native control structures, showing how
    developers can isolate business logic from distributed constraints like state,
    consensus, and security policies.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Distributed Systems
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/event-driven-finding-seams:
  title: 'infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article outlines methodologies for finding boundaries within tight-knit
    monolithic structures to facilitate migration. It contrasts synchronous runtime
    calls with asynchronous eventing boundaries, demonstrating how to isolate transactional
    domains using Domain-Driven Design (DDD) aggregates.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Decomposition
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/every-devops-team-needs-finops-lead:
  title: 'infoq.com: Why Every DevOps Team Needs A FinOps Lead'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article explores why a dedicated cloud financial engineering role
    is becoming vital in DevOps teams. Discusses strategies for managing automated
    cloud resource allocations, analyzing Kubernetes cost allocation metrics (Kubecost),
    and tracking variable pricing structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - FinOps
  - Roles & Responsibilities
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - finops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/java-virtual-threads:
  title: 'infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the foundational architectural shift of Virtual Threads (Project
    Loom) within high-scale enterprise systems. By divorcing Java threads from operating
    system kernel threads, this model allows millions of concurrent, lightweight threads
    to handle synchronous blocking operations, drastically reducing memory overhead
    without requiring complex reactive programming paradigms.
  language: Java
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Platform
  - Concurrency
  - Project Loom
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere:
  title: 'infoq.com: Create Your Distributed Database on Kubernetes with Existing
    Monolithic Databases'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An implementation guide for modernizing monolithic databases into highly
    distributed, sharded databases using Apache ShardingSphere on Kubernetes. Outlines
    high-performance read-write splitting, data sharding strategies, and state orchestration.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Distributed Systems
  - ShardingSphere
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-effect:
  title: 'infoq.com: The Kubernetes Effect'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Kubernetes redefined structural patterns in modern software
    architecture, forcing runtime commoditization and driving secondary developments
    like GitOps, API gateways, sidecar injectors, and service mesh networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Strategy
  - Cloud Native Trends
  - Ecosystem Impact
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-operators-in-depth:
  title: 'infoq.com: Kubernetes Operators in Depth'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: High-density architectural breakdown exploring the reconciliation loop,
    custom controller watch mechanisms, and cache behaviors inside the Kubernetes
    API server model. Essential reading for platform architects building operators.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-stateful-applications:
  title: 'infoq.com: Best Practices for Running Stateful Applications on Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An InfoQ blueprint consolidating real-world best practices for operating
    large-scale stateful applications. It stresses the architectural value of strict
    volume lifecycle separation, graceful backup policies, and resilient node anti-affinity
    configuration rules.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-trends-and-challenges:
  title: 'infoq.com: Experts Discuss Top Kubernetes Trends and Production Challenges'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A panel of top cloud architects discussing operational friction, scale
    limitations, and the evolution of cloud-native storage interfaces. Serves as a
    great snapshot of structural difficulties in managing large-scale enterprise microservices.
  language: English
  resource_type: Panel Discussion
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Enterprise Panel
  - Production Challenges
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/kubernetes-workloads-serverless-era:
  title: 'infoq.com: Kubernetes Workloads in the Serverless Era: Architecture, Platforms,
    and Trends'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Traces the structural patterns, frameworks (Knative, KEDA), and architectural
    challenges of running scale-to-zero serverless runtimes inside a standard Kubernetes
    control loop. Focuses on lifecycle scaling profiles and routing constraints.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Serverless
  - Knative
  - Architecture Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/lambda-migration-k8s-jobs:
  title: "infoq.com: The Great Lambda Migration to Kubernetes Jobs—a Journey in Three
    Parts \U0001F31F"
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A thorough post-mortem migrating heavy serverless infrastructure (AWS
    Lambda) into native Kubernetes batch Jobs. Discusses runtime optimizations, cost
    benefits, and developer velocity differences of running self-hosted orchestrations.
  language: English
  resource_type: Case Study
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Migration
  - Serverless
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/managing-technical-debt-microservices:
  title: 'infoq.com: Managing Technical Debt in a Microservice Architecture'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates the specific vectors of technical debt in microservices,
    including library drift, API versioning overhead, and domain-model fragmentation.
    Offers architectural rules of thumb to control distributed sprawl.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Technical Debt
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/articles/microprofile-microservices:
  title: 'infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A panel of Java industry leaders analyzing the direct impact of MicroProfile
    specifications on modern framework design. It assesses how MicroProfile influenced
    standards-driven modularization, observability patterns, and lightweight runtimes,
    driving rapid microservice-ready innovations.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Java
  - MicroProfile
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/microservices-design-ideals:
  title: 'infoq.com: Principles for Microservice Design: Think IDEALS, Rather than
    SOLID'
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Introduces the IDEALS framework (Interface segregation, Deployability,
    Event-driven, Availability, Latency, State management) as the modern replacement
    for SOLID design principles in distributed systems. Evaluates how microservices
    necessitate a focus on network and execution boundaries rather than object relations.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/microservices-inside-out:
  title: 'infoq.com: Turning Microservices Inside-Out'
  description: ''
  year: '2016'
  stars: 0
  ai_summary: This piece outlines Martin Kleppmann's paradigm of 'turning the database
    inside-out'. It advocates for treating state logs as a first-class citizen, enabling
    downstream services to process and construct specialized read-optimized views.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Data Management
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2016-06-01T00:00:00+02:00'
https://www.infoq.com/articles/microservices-seven-fail:
  title: 'infoq.com: 7 Ways to Fail at Microservices'
  description: '- [infoq.com: Seven Ways to Fail at Microservices (presentation)](https://www.infoq.com/presentations/7-microservices-anti-patterns)'
  year: '2019'
  stars: 0
  ai_summary: Details common organizational and architectural traps when shifting
    to microservices. Critiques lack of boundary clarity, shared database anti-patterns,
    manual deployment strategies, and neglecting distributed observability networks.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices
  - Anti-Patterns
  - Failure Modes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decomposition:
  title: 'infoq.com: Migrating Monoliths to Microservices with Decomposition and Incremental
    Changes'
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A highly structured technical article focused on database-first and
    domain-driven monolith decomposition strategies. Examines step-by-step decoupling
    techniques, including interface abstractions, event-driven data synchronization,
    and managing temporary shared states without degrading uptime.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Microservices
  - Decomposition Patterns
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/native-java-quarkus:
  title: 'infoq.com: Kubernetes Native Java with Quarkus'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive analysis of running native Java workloads on Kubernetes.
    It covers ahead-of-time (AOT) compilation trade-offs and build pipelines. In 2026,
    these native compilation profiles are standard practice, ensuring enterprise Java
    workloads start in milliseconds and use minimal memory.
  language: Java
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: 4bed73af21ba4d5f5b75adab86b956c6ca2989ec63d90517b798c27836dd27a6
  health_score: 100.0
  last_checked: 1779031046.550041
  needs_ai_refresh: true
  hierarchy:
  - Modern Java
  - Frameworks
  - Quarkus
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:17:26.550041+02:00'
https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management:
  title: 'infoq.com: Pitfalls and Patterns in Microservice Dependency Management'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical critique addressing dependency management failures in complex
    microservice topologies. It examines cascading failure patterns, distributed monolith
    anti-patterns, and over-coupling. The article presents solid remediation patterns
    including API versioning strategies, consumer-driven contracts, and loose asynchronous
    messaging designs.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Microservices Architecture
  - Dependency Management
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - faq.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/platform-runtime-engineering:
  title: 'infoq.com: Platform as a Runtime - the Next Step in Platform Engineering'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Proposes 'Platform as a Runtime' (PaaR) as the evolutionary phase beyond
    static developer portals. Analyzes dynamic orchestration engines that compile
    abstract developer intentions into cloud-native infrastructure resources on the
    fly, transforming static templates into active runtime lifecycles.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Architectural Evolution
  - Platform as a Runtime
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.infoq.com/articles/saga-orchestration-outbox:
  title: 'infoq.com: Saga Orchestration for Microservices Using the Outbox Pattern'
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A detailed exploration of Saga Orchestration coupled with the Transactional
    Outbox Pattern to maintain eventual consistency in distributed databases. Examines
    architectural tradeoffs of orchestration versus choreography and how to implement
    CDC (Change Data Capture) via Debezium.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Microservices
  - Distributed Transactions
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/articles/securing-docker:
  title: 'infoq.com: Is Docker Secure Enough?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security exploration contrasting container shared-kernel mechanisms
    against sandboxed hypervisor layers like Firecracker and gVisor. Analyzes side-channel
    vulnerabilities and threat vectors.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers
  - Security & Hardening
  - Kernel Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/articles/serverless-security:
  title: 'infoq.com: Serverless Security: What''s Left to Protect?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the microservices threat landscape unique to Function-as-a-Service
    (FaaS) runtimes. Addresses the architecture shift from network perimeter protection
    to event data injection handling, emphasizing ultra-granular IAM policies and
    dynamic dependency scanning.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Serverless
  - FaaS Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/articles/service-mesh-ultimate-guide:
  title: 'infoq.com: Service Mesh Ultimate Guide:'
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A highly detailed, definitive guide analyzing the core architecture
    of service meshes. It breaks down control plane and data plane dynamics, explaining
    how sidecar and ambient topologies manage security, routing, and deep service
    observability.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Architecture Guides
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.infoq.com/articles/service-mesh-ultimate-guide-2e:
  title: 'infoq.com: Service Mesh Ultimate Guide - Second Edition: Next Generation''
    Microservices Development'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 227de9d45a50261bd46a1e871f1f8228e131377cafc524cece4c8ec70bd65843
  health_score: 100.0
  last_checked: 1779029124.671694
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/servicemesh.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:45:24.671694+02:00'
https://www.infoq.com/articles/service-mesh-ultimate-guide/-2e:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: null
  health_score: 64.0
  last_checked: 1779130495.025395
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/servicemesh.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.025395+02:00'
https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes:
  title: 'infoq.com: Six Tips for Running Scalable Workloads on Kubernetes'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Architectural insights on managing high-throughput, highly available
    workloads in Kubernetes. Explains critical configuration paradigms including resource
    requests and limits, Horizontal Pod Autoscaling (HPA) triggers, readiness/liveness
    probe design, and graceful termination hooks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Performance Tuning
  - Workload Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2019/01/upbound-crossplane:
  title: Crossplane, a Universal Control Plane API for Cloud Computing
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Features the initial release and architectural goals of Crossplane as
    a universal control plane API designed to transcend traditional Infrastructure
    as Code (IaC) architectures. Discusses the early-stage vision of running custom
    resource definitions in Kubernetes to manage heterogeneous cloud providers, establishing
    the foundation of modern Platform Engineering.
  language: Agnostic
  resource_type: News Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crossplane.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.infoq.com/news/2019/04/google-traffic-director:
  title: 'infoq.com: Introducing Traffic Director: Google''s Service Mesh Control
    Plane'
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Historical analysis of Google Traffic Director's debut. Examines its
    use of open xDS APIs to configure Envoy sidecars at scale, removing the operational
    burden of self-managing control planes.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows:
  title: "infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe \U0001F31F"
  description: ''
  year: '2019'
  stars: 3
  ai_summary: An analytical study contrasting event-driven choreography with workflow
    orchestration. It shows how combining Kafka's decoupled event model with Zeebe's
    stateful execution engine resolves typical observability and error-handling bottlenecks
    in microservice topologies.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Workflow Engines
  - Patterns
  - Event-Driven Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops:
  title: 'WKSctl: a Tool for Kubernetes Cluster Management Using GitOps'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An InfoQ technical review detailing the core benefits of using WKSctl
    to manage host infrastructure via GitOps, analyzing how automated controllers
    handle node upgrades and configurations without manual ssh actions.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Provisioning
  - GitOps
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/04/terraform-operator-kubernetes:
  title: 'infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform
    Operator'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural exploration of the HashiCorp Terraform Operator for
    Kubernetes. Demonstrates how operators reconcile external infrastructure dependencies
    dynamically via Kubernetes Custom Resource Definitions (CRDs).
  language: Go
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Terraform
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/06/defense-department-devsecops:
  title: 'infoq.com: The Defense Department''s Journey with DevSecOps'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This case study details the US Department of Defense's massive transition
    to DevSecOps with its Platform One initiative. Explains executing secure, containerized
    software deployments directly on tactical hardware and weapon platforms under
    strict regulatory oversight.
  language: English
  resource_type: Case Study
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Enterprise Compliance
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/07/cdk-terraform:
  title: 'infoq.com: cdk-terraform - Cloud Development Kit Can Now Generate Terraform
    Configurations Using TypeScript and Python'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A core report highlighting the emergence of CDKTF and its benefits over
    traditional configuration declarative languages. Evaluates how generating Terraform
    config files via programming loops, objects, and unit-testing libraries addresses
    enterprise-scale pipeline scalability challenges.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Software Development Kits
  - CDKTF
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/07/docker-ecs-plugin:
  title: 'docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into
    AWS ECS and Fargate'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article highlights the historical collaboration between Docker
    and AWS to integrate ECS and Fargate deployments directly into the Docker CLI
    via ECS integration plugins. While the native CLI integration has been largely
    deprecated or archived in favor of AWS Copilot or direct Terraform/CDK provisioning,
    it serves as a crucial evolutionary link in cloud-native developer workflows,
    illustrating the trend toward unifying local compose specs with cloud orchestration
    APIs.
  language: Markdown
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - ECS Integration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/08/GitHub-open-api-spec:
  title: GitHub's OpenAPI Spec Open-Sourced in Beta
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Industry report analyzing the initial beta release of GitHub's OpenAPI
    specification, detailing how standard compliance lowers friction for automated
    security audits and API interactions.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Platforms
  - API Design
  - GitHub API
  - OpenAPI Spec
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances:
  title: 'infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS''
    Graviton2'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Discusses the deployment of ARM64 Graviton2-powered burstable T4g instances
    on AWS. Outlines the raw price-to-performance value, noting up to 40% improvements
    over comparable x86-based environments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ea0348bedd651f9c8e69113e0b6a7ee2f9880d8cf94ba82019384baa512a9231
  health_score: 100.0
  last_checked: 1779032575.126639
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Compute Costs
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:42:55.126639+02:00'
https://www.infoq.com/news/2020/09/kubernetes-ingress-ga:
  title: 'infoq.com: Kubernetes Ingress Is Now Generally Available'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Reports on the milestone GA status of the `networking.k8s.io/v1` Ingress
    API in Kubernetes 1.19, reflecting years of API maturity, path matching enhancements,
    and service port mappings. Live Grounding confirms that while Ingress remains
    widely used, the highly customizable Kubernetes Gateway API has emerged as the
    primary alternative for complex multi-tenant traffic routing.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga:
  title: 'infoq.com: Chaos Engineering on Kubernetes : Chaos Mesh Generally Available
    with v1.0'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces the general availability (1.0) of Chaos Mesh. Details the
    architectural milestone, highlighting the integration of Kubernetes Custom Resource
    Definitions, the Chaos Dashboard UI, security policy enforcement, and multi-tenant
    access controls.
  language: English
  resource_type: News Release
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/11/2020-devops-report:
  title: "infoq.com: Puppet Releases Its 2020 State of DevOps Report \U0001F31F"
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Deconstructs the 2020 State of DevOps report. Highlights operational
    plateaus in mid-stage organizational structures, arguing for self-service automation
    and infrastructure abstraction models.
  language: N/A
  resource_type: Report
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Industry Metrics
  - Puppet Reports
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/12/data-mesh-architecture:
  title: 'infoq.com: Data Mesh Principles and Logical Architecture Defined'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical synthesis of the core tenets of logical Data Mesh architectures.
    It reviews decentralized data management strategies, illustrating how organizations
    can enforce federated policy controls while treating internal analytics streams
    as high-value, self-describing products.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Data Mesh
  - Syntheses
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution:
  title: 'infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A retrospective announcement of Mirantis' launch of k0s. Highlighted
    its zero-friction approach, multi-master architectural patterns with a decentralized
    control plane, and its capability to run isolated control planes separate from
    application workload nodes.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/01/aws-devops-guru:
  title: 'infoq.com: AWS Launches Amazon DevOps Guru'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical product announcement introducing Amazon DevOps Guru, an ML-driven
    operations assistant that parses CloudWatch metrics and traces to proactively
    alert operators to system anomalies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud-Native Provisioning
  - Observability
  - AWS DevOps Guru
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/01/aws-grafana-prometheus:
  title: 'infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon
    Managed Service for Prometheus'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural breakdown of AWS's entry into cloud-native managed open-source
    telemetry tools. Reviews integration advantages, storage strategies, and price
    efficiencies compared to self-hosted instances on EC2.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Managed Services
  - Announcements
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs:
  title: 'infoq.com: AWS Transfer Family Introduces Support for EFS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the native integration between AWS Transfer Family (SFTP/FTPS/FTP)
    and Amazon Elastic File System (EFS). This architectural capability enables secure
    file exchanges directly from external trading partners into a managed, distributed
    NFS backend. It simplifies data ingestion pipelines and removes the administrative
    burden of running custom FTP gateway VMs.
  language: Agnostic
  resource_type: News Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Data Integration
  - AWS Transfer Family
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/01/docker-jfrog-partnership:
  title: 'infoq.com: Docker Hub and JFrog Partnership Removes Image Pull Limits for
    Artifactory Users'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers the historic strategic partnership between Docker and JFrog designed
    to bypass Docker Hub's anonymous pull rate limits. Resolves high-frequency CI/CD
    pipeline blocking for enterprise organizations leveraging Artifactory SaaS instances.
  language: English
  resource_type: News
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Artifact Registry
  - Docker Hub
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes:
  title: 'infoq.com: AWS Announces Lower Cost Storage Classes for Amazon Elastic File''
    System'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces the Amazon Elastic File System (EFS) One Zone storage class,
    offering cost-optimized options for shared storage. Cuts storage expenses by up
    to 47% compared to regional replication variants.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 3789c75685921fe314c8609d12f432965ff7c765ba59c1c1d390792ad2cd47f4
  health_score: 100.0
  last_checked: 1779031648.151501
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Storage Costs
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:27:28.151501+02:00'
https://www.infoq.com/news/2021/04/aws-ec2-serial-console:
  title: 'infoq.com: AWS Introduces EC2 Serial Console: Troubleshoot Boot and Networking
    Issues'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides secure, interactive access to the physical serial port of EC2
    instances, bypassing traditional IP-based network configuration. This enables
    real-time diagnostic debugging of boot issues, kernel panics, and misconfigured
    firewall or network interfaces. Architecturally, it serves as a critical break-glass
    tool for enterprise sysadmins to avoid data loss during OS-level misconfigurations.
  language: English
  resource_type: Platform Feature
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - EC2 Troubleshooting
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/04/cloudflare-terraform:
  title: "infoq.com: Cloudflare Improves Automated Terraform Generation Tool \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the advancement of Cloudflare's utility (cf-terraforming)
    for generating valid HCL representations of pre-existing Cloudflare configurations.
    Dramatically simplifies onboarding historical CDN/WAF configurations into IaC.
  language: English
  resource_type: Product Announcement
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - CDN & Edge Platforms
  - Reverse Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt:
  title: 'infoq.com: IBM, Red Hat and Cobuilder Develop OpenBuilt, a Platform for
    the Construction Industry'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This InfoQ article covers the collaborative launch of OpenBuilt by IBM,
    Red Hat, and Cobuilder, exploring the architectural goals of unifying global construction
    logistics, IoT, and BIM solutions through API patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Solution
  - Construction Industry
  - Platform-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/04/red-hat-openshift-aws:
  title: 'infoq.com: AWS Announces the General Availability of the Red Hat OpenShift
    Service on AWS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An independent analytical view of the ROSA launch, discussing its competitive
    placement relative to Amazon EKS and details regarding AWS Support integration.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/06/step-functions-workflow-studio:
  title: 'infoq.com: AWS Introduces a New Workflow Studio for AWS Step Functions'
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A visual, low-code workflow designer that simplifies building distributed
    state machines on AWS. It allows developers to drag, drop, and configure states,
    mapping state transitions and payloads directly to downstream AWS services. This
    visual paradigm significantly accelerates development cycles for complex microservices
    orchestrations while generating ASL (Amazon States Language) behind the scenes.
  language: English
  resource_type: Service Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - Serverless Orchestration
  - Step Functions
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms:
  title: 'infoq.com: Amazon Introduces Cloudwatch Cross Account Alarms to Consolidate
    Management'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces CloudWatch cross-account alarms, enabling teams to aggregate
    telemetry, trace metrics, and execute operational alerts from multiple AWS accounts
    under a single monitoring cockpit. It aligns with multi-account architectural
    landing zones, minimizing alert-routing complexity. It enhances real-time incident
    remediation by centralizing operational context.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - CloudWatch
  - Multi-Account Monitoring
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/08/external-IT-providers-devops:
  title: "infoq.com: How External IT Providers Can Adopt DevOps Practices \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how to integrate third-party providers with internal delivery
    pipelines. Covers using standardized APIs, establishing clear service level agreements
    (SLAs), and sharing observability metrics to maintain high reliability across
    vendors.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps Methodology
  - Vendor Integration
  - SaaS Operations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/08/google-cloud-cas-ga:
  title: 'infoq.com: Google Releases Its Certificate Authority Service into General
    Availability'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Detailing GCP's Certificate Authority Service (CAS) GA release, a highly
    scalable, fully managed PKI engine designed to simplify CA deployment and cryptographic
    management for secure microservice communication.
  language: English
  resource_type: Product Release
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Security
  - PKI
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - GoogleCloudPlatform.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/08/quarkus-2-0-final-release:
  title: 'infoq.com: Quarkus 2.0 Delivers Continuous Testing, CLI and Supports Minimal
    JDK 11'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: In-depth technical review of the Quarkus 2.0 release, emphasizing the
    inclusion of Continuous Testing features that run test suites automatically on
    code changes. It details the transition to JDK 11 as the minimum baseline and
    reviews CLI optimizations. This release marked the maturity stage of Quarkus,
    cementing its developer-experience leadership in the modern Java landscape.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/09/java17-released:
  title: 'infoq.com: Java 17, the Next Long-Term Support Release, is Now Available'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The industry announcement of Java 17, a critical Long-Term Support (LTS)
    release. Key technical highlights include strongly encapsulated JDK internals,
    Sealed Classes, Pattern Matching for switch (preview), and notable performance
    improvements in standard garbage collectors.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance:
  title: infoq.com
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores key recommendations from CISA and the NSA regarding cluster
    infrastructure protection. Demystifies technical methods for managing root filesystems,
    authenticating platform API requests, and using logging setups to trace lateral
    movement.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/09/kubescape:
  title: 'infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP
    Jonathan Kaftzan'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview exploring the architecture, technical goals, and philosophy
    behind Kubescape. Focuses on simplifying multi-framework compliance analysis for
    platform engineers. Details how the tool analyzes YAML formats and active runtimes
    to find security posture anomalies.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/12/amazon-repost-questions-answers:
  title: 'infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An independent review of AWS re:Post, describing it as a specialized,
    community-driven alternative to general-purpose QA boards like Stack Overflow.
    The analysis focuses on how verified answers and direct AWS engineer contributions
    reduce troubleshooting cycles for platform operators. The platform helps developers
    bypass outdated configuration guides in favor of modern, validated architectural
    patterns.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ddde8f7ef7f95ea5078008754211fd37bbc3c5ccb026d94625e12c1865b33466
  health_score: 100.0
  last_checked: 1779030012.362687
  needs_ai_refresh: true
  hierarchy:
  - Cloud Infrastructure
  - Community & Support
  - AWS re:Post
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:00:12.362687+02:00'
https://www.infoq.com/news/2021/12/azure-load-testing-preview:
  title: 'infoq.com: Microsoft Introduces a Fully-Managed Azure Load Testing Service
    in Preview'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Industry reporting on Azure's entry into fully managed performance testing,
    discussing how it leverages Apache JMeter under the hood. It provides a historical
    snapshot of Microsoft's move to simplify distributed load testing for engineering
    teams, eliminating the manual upkeep of VM scale sets for load generation.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Testing Services
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand:
  title: 'infoq.com: AWS Launches Amazon Kinesis Data Streams On-Demand'
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces a serverless, on-demand capacity mode for Kinesis Data Streams,
    automatically scaling write and read throughput to match unpredictable traffic
    patterns. This model eliminates the requirement for shard planning, capacity monitoring,
    and custom-scaling scripts. Architecturally, it makes streaming pipelines easier
    to operate while optimizing costs for variable workloads.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data & Analytics
  - Data Streaming
  - Kinesis
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/12/recap-reinvent-2021:
  title: 'infoq.com: Recap of AWS re:Invent 2021'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Delivers an industry analyst review of re:Invent 2021's technical releases,
    capturing structural advancements across compute, databases, and serverless compute
    paradigms. Key topics include AWS Mainframe Modernization, IoT FleetWise, and
    security standard compliance tooling. It maps out these ecosystem developments
    to long-term enterprise migration strategies.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Market Analysis
  - Re:Invent Announcements
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/12/remote-first-sre:
  title: 'infoq.com: How to Work Asynchronously as a Remote-First SRE'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores operational patterns for running a globally distributed, remote-first
    Site Reliability Engineering (SRE) team. Focuses on adopting async communication
    protocols, using chatops, maintaining comprehensive postmortems, and setting up
    automated alert escalation systems to reduce incident response overhead.
  language: Agnostic
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Modern Workforce
  - Reliability Engineering
  - Team Operations
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - workfromhome.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2021/12/spring-boot-2-6:
  title: 'infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4
    Is EOL'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analysis of Spring Boot 2.6 features, including improvements to Docker
    image building and enhanced Prometheus metrics integration. It details the deprecation
    of older versions and highlights architectural changes in actuator endpoints.
    While Spring Boot 2.x is now officially legacy, understanding these transition
    periods is critical for enterprise migration archeology.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/01/ -cncf-state-of-cloud-native:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: null
  health_score: 80.0
  last_checked: 1779030982.060192
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:16:22.060192+02:00'
https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps:
  title: 'infoq.com: How GitHub Does DevOps for its iOS and Android Apps'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyses GitHub's internal orchestration patterns for native iOS and
    Android continuous integration pipelines. Highlights optimization patterns for
    automated builds, secure code signing, and binary release strategies utilizing
    native GitHub Actions runner farms. Relies on internal platform telemetry to structure
    high-performance mobile deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Mobile CI/CD
  - Platform Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/01/aws-iam-s3-access:
  title: 'infoq.com: Incorrect IAM Policy Raised Questions About AWS Access to S3
    Data'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An InfoQ news analysis detailing a public debate over AWS default managed
    policy definitions and their theoretical data exposure risks. It highlights why
    security engineers must review managed boundaries and use customer-defined resource
    limits for strict security.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-security.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/01/aws-rds-readable-standby:
  title: 'infoq.com: Amazon RDS Introduces Readable Standby Instances in Multi-AZ
    Deployments'
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Introduces Multi-AZ deployments with two readable standby instances,
    allowing read queries to be offloaded from the primary instance while offering
    sub-35 second automatic failovers. Architecturally, this maximizes utilization
    of standby infrastructure while scaling database read throughput significantly.
    It is highly beneficial for transaction-heavy workloads with strong analytics
    or reporting requirements.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Database
  - Relational Database
  - RDS High Availability
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/01/elastic-terraform:
  title: 'infoq.com: Elastic Releases Terraform Providers for the Elastic Stack and
    Elastic Cloud'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Announcement details for Elastic's official Terraform provider suite.
    Allows platform operations teams to systematically deploy and manage Elasticsearch
    clusters, deployments, security profiles, and data integrations.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Observability
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler:
  title: 'infoq.com: AWS Releases Multi-Cloud Kubernetes Autoscaler Karpenter'
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An architectural review of Karpenter's multi-cloud aspirations, discussing
    its modular architecture designed to eventually support non-AWS providers like
    Azure and GCP. The piece highlights Karpenter's native API integration and dynamic
    workload scheduling.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 7e0fb354763fcec94989e77b520f64dfaeba78bb6575e15e67e029ce9668daa8
  health_score: 100.0
  last_checked: 1779030589.852212
  needs_ai_refresh: true
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:09:49.852212+02:00'
https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal:
  title: 'infoq.com: Kubernetes Proceeding with Deprecation of Dockershim in Upcoming
    1.24 Release'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight outlines InfoQ's coverage of Dockershim's imminent demise
    in 1.24. Live grounding in 2026 records this as the definitive end of direct Docker
    Engine support within the kubelet codebase.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - v1.24
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/02/aws-efs-replication:
  title: 'infoq.com: Amazon Announces Elastic File System Replication for Multi-Region
    Deployments'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Evaluates the release of native EFS replication, focusing on its integration
    with hybrid file storage strategies and automated failover pipelines. It details
    how the sub-minute RPO simplifies business continuity architectures across multi-region
    EKS stateful workloads. The solution delivers automated metadata synchronization,
    optimizing engineering resources.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - EFS
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/02/github-codespaces-templates:
  title: 'infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance'
  description: '- [infoworld.com: GitHub Codespaces freely available to all GitHub
    users](https://www.infoworld.com/article/2337405/github-codespaces-freely-available-to-all-github-users.html)
    All GitHub users can use the GitHub-hosted development environments free for up
    to 60 hours per month. Codespaces also added JetBrains IDE, JupyterLab, and GPU
    support.'
  year: '2022'
  stars: 0
  ai_summary: Highly detailed architectural update explaining the utilization of pre-built
    templates inside GitHub Codespaces. By pre-building workspace snapshots, teams
    bypass complex dependencies and image extraction phases during startup.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Platforms
  - Cloud Workstations
  - GitHub Codespaces
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/02/google-cloud-deploy:
  title: 'infoq.com: Google''s Managed Continuous Delivery Service for Kubernetes
    Moves to GA'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical industry overview reporting on Google Cloud Deploy’s general
    availability. Analyzes its competitive positioning against GitOps tools (ArgoCD,
    Flux) and how it simplifies CI/CD platform engineering for cloud-native enterprises.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Delivery
  - Continuous Delivery
  - Industry Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - GoogleCloudPlatform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/02/grafana-incident-oncall:
  title: 'infoq.com: Grafana Cloud Adds Incident and On-Call Management Solutions'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the integration of 'Grafana Incident' and 'Grafana OnCall' into
    the Grafana Cloud platform. Transitions Grafana from passive telemetry visualization
    to active, multi-channel incident response coordination.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Incident Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/02/terraform-aws-provider-s3:
  title: 'infoq.com: HashiCorp Terraform AWS Provider Introduces Significant Changes
    to Amazon S3 Bucket Resource'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes key architectural migrations within the HashiCorp AWS Provider
    v4 concerning Amazon S3 resource structures. Highlights the transition from a
    monolithic configuration block to modularized sub-resource schemas.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/03/nubesgen-azure-infrastructure:
  title: 'infoq.com: NubesGen Brings Git Push to Azure Infrastructure'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analysis of the technical value proposition of NubesGen. Evaluates how
    developers can utilize Git-driven configurations to automatically provision secure
    Azure environments. This shift-left mechanism reduces platform engineering bottlenecks
    by providing automated, developer-accessible IaC pipelines aligned with security
    baselines.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture & Microservices
  - Infrastructure as Code
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg:
  title: 'infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This InfoQ article provides a detailed analysis of the problems developers
    face when debugging complex multi-stage container builds and how Buildg leverages
    BuildKit features to address them. It explains how breakpoint debugging and runtime
    inspection can optimize CI/CD engineering efficiency. The piece is highly recommended
    for architectural and developer experience (DevEx) leads aiming to reduce build
    pipeline bottlenecks.
  language: Markdown
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Containerization
  - Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2022/09/terraform-simplified-refactoring:
  title: "infoq.com: Terraform 1.3 Release Introduces Simplified Refactoring Experience
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Chronicles the landmark Terraform 1.3 release, which introduced support
    for moving resources across modules natively via declarative "moved" blocks. Explains
    how this release mitigated complex state surgical tasks and enhanced overall ecosystem
    maintainability for enterprise-scale platforms. Live grounding highlights that
    this feature laid the groundwork for robust modular lifecycle refactoring frameworks
    in downstream iterations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Refactoring & State Manipulation
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoq.com/news/2023/02/aws-deployment-pipelines:
  title: 'infoq.com: AWS Publishes Reference Architecture and Implementations for''
    Deployment Pipelines'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Analysis of the official AWS deployment pipeline reference architecture.
    Illustrates continuous delivery models for multi-environment propagation using
    standard GitOps patterns, automated integration suites, and strict deployment
    validation loops.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 56b58bc27813266c87c26022235abe47eb7dea66d1f5ec48bd823a5feef6d8d8
  health_score: 100.0
  last_checked: 1779032682.45302
  needs_ai_refresh: true
  hierarchy:
  - Cloud Computing
  - AWS
  - CI/CD & DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:44:42.453020+02:00'
https://www.infoq.com/news/2023/03/aks-edge-essentials-ga:
  title: 'infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reviews the release of AKS Edge Essentials, Microsoft's lightweight
    managed Kubernetes distribution optimized for resource-constrained edge machines
    and industrial OT setups. Outlines how this strategy extends cloud-native operations
    directly to factory floors.
  language: Markdown
  resource_type: News Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Strategic Strategy
  - Ecosystem News
  - Edge Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoq.com/news/2023/03/kwok-kubernetes:
  title: 'infoq.com: Kwok, a Tool to Spin up Kubernetes Nodes in a Second'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An insightful InfoQ technical review detailing the architecture of KWOK
    (Kubernetes WithOut Kubelet). It highlights how virtualizing node control loops
    allows developers to simulate high-scale environments with extremely low compute
    footprint, facilitating fast controller tuning.
  language: Markdown
  resource_type: News Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 31523cf0a8a5bfbac84432eeb71c4d14ef46ff71b8b4ec11a84d193efc3c56e0
  health_score: 100.0
  last_checked: 1779032106.356096
  needs_ai_refresh: true
  hierarchy:
  - Testing
  - Simulation & Emulation
  - Cluster Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:35:06.356096+02:00'
https://www.infoq.com/news/2023/04/aws-well-architected-framework:
  title: 'infoq.com: AWS Updates the Well-Architected Framework'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes key revisions to the AWS Well-Architected Framework. Reviews
    shifts in security baseline configurations, serverless deployment guidelines,
    and the sustainability assessment pillar.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - AWS Well-Architected
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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https://www.infoq.com/news/2023/04/cdk-terraform-convert:
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  ai_summary: Reports on progress in Cloud Development Kit for Terraform (CDKTF),
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  v1_locations: []
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https://www.infoq.com/news/2023/04/patcher-iac-upgrade:
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  ai_summary: Patcher automates updates for infrastructure-as-code modules by analyzing
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.infoq.com/news/2023/11/azure-well-architected-framework:
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  ai_summary: An industry review highlighting Microsoft's updates to the Well-Architected
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https://www.infoq.com/news/2026/05/opentofu-release-terraform:
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  ai_summary: An InfoQ technical news feature covering the release of OpenTofu 1.12.0.
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https://www.infoq.com/platformengineering:
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  ai_summary: An aggregator of advanced architectural videos, expert presentations,
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https://www.infoq.com/podcasts/platform-engineering-teams-10x-better:
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  ai_summary: A strategic technical podcast detailing how building cohesive, highly
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoq.com/presentations/5-challenges-mesh:
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  year: '2021'
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  ai_summary: Identifies the five major operational blockers encountered by enterprises
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https://www.infoq.com/presentations/7-microservices-anti-patterns:
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https://www.infoq.com/presentations/API-Business-Models:
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  ai_summary: An InfoQ presentation categorizing 20 distinct monetization and integration
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https://www.infoq.com/presentations/adopting-service-mesh:
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  ai_summary: Production playbook for maintaining service mesh health. Covers tuning
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https://www.infoq.com/presentations/api-design-implement-document:
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https://www.infoq.com/presentations/fail-cloud-native-migration:
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https://www.infoq.com/presentations/microservices-software-quality:
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https://www.infoq.com/presentations/service-mesh-ebpf:
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  ai_summary: Explains the architectural shift from traditional sidecar proxies to
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https://www.infoq.com/presentations/sre-apprentices:
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https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117:
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https://www.informationweek.com/devops/can-enterprises-benefit-from-adopting-database-devops/a/d-id/1337238:
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https://www.informationweek.com/devops/whats-holding-devops-back/a/d-id/1339540:
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https://www.informationweek.com/software-services/devops:
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https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered-disaster-recovery.html:
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  ai_summary: An archival news piece on how Quantum leveraged AWS to enable hybrid
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https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html:
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  ai_summary: A foundational guide introducing AWS Lambda's core event-driven architecture,
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https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html:
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  ai_summary: Details the feature set of JDK 15, including the production release
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https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html:
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  ai_summary: This article reports on the historical shift of the Docker Compose specification
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https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html:
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  ai_summary: A ten-step technical blueprint focused on integrating security scanners
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  status: online
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  v1_locations: []
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https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html:
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  ai_summary: Addresses the common organizational and technical barriers to adopting
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  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html:
  title: 'infoworld.com: Red Hat’s crime against CentOS'
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Opinionated analysis of Red Hat's decision to discontinue the traditional
    stable downstream CentOS Linux release model in favor of the upstream CentOS Stream,
    triggering massive fragmentation in the enterprise Linux landscape.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html:
  title: Building microservices? Give Dapr a try
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A deep analysis of Dapr's capabilities, detailing how its service abstraction
    layer accelerates microservice software delivery while avoiding tight coupling
    to infrastructure providers.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Microservice Runtimes
  - Dapr
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html:
  title: 'infoworld.com: When Kubernetes is not the solution'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A critical look at architectural scenarios where Kubernetes introduces
    excessive operational drag. Advocates for VM topologies, serverless, or simple
    cluster setups for monolithic or early systems.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-application-reliability.html:
  title: 'infoworld.com: 5 devops practices to improve application reliability'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents five system engineering guidelines to achieve extreme system
    availability. Covers synthetic monitoring injection, chaos testing scenarios,
    automatic continuous-delivery canary promotions, isolated failover topologies,
    and strict error budget enforcement.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Reliability Engineering
  - SRE
  - Application Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2264177/the-decline-of-heroku.html:
  title: 'infoworld.com: The decline of Heroku PaaS'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A diagnostic retrospective detailing the structural decline of Heroku
    in the developer ecosystem. It traces how a lack of feature innovation, persistent
    pricing structure limitations, and the massive rise of container-based orchestration
    engines and modern edge platforms drove teams away from classic PaaS models.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - PaaS Solutions
  - Market Shifts
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html:
  title: 'infoworld.com: 6 reasons to switch to managed Kubernetes'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Executive evaluation explaining the strategic operations shift from
    self-managed vanilla Kubernetes clusters to public cloud provider solutions like
    EKS, AKS, and GKE.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html:
  title: "infoworld.com: No one wants to manage Kubernetes anymore \U0001F31F"
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the enterprise shift away from running custom, self-managed
    vanilla Kubernetes clusters towards fully managed cloud platforms like EKS, GKE,
    and serverless container ecosystems. Underlines the operational complexities of
    maintaining control plane elements.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Managed Services
  - Industry Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html:
  title: 'infoworld.com: 3 cloud architecture mistakes we all make, but shouldn''t'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: 'Highlights three widespread cloud engineering anti-patterns: lift-and-shift
    migration without modernization, ignoring structural egress cost-profiles, and
    blindly utilizing proprietary managed services that lead to irreversible vendor
    lock-in.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Cloud Strategy
  - Design Anti-patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.html:
  title: 'infoworld.com: 15 tools that make Kubernetes easier'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An evaluation of fifteen open-source CLI and dashboard tools designed
    to simplify day-to-day Kubernetes cluster operations. Analyzes lightweight management
    applications, manifest syntax linters, and network connectivity utilities.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: c02c8eca0bd629a6a4692ce4fa52d45fc3924f3a5e4c83de463a695cbd8e835c
  health_score: 100.0
  last_checked: 1779130494.957853
  needs_ai_refresh: true
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.957853+02:00'
https://www.infoworld.com/article/2265488/how-kubernetes-works.html:
  title: 'infoworld.com: How Kubernetes works'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides an architectural dissection of how Kubernetes orchestrates
    distributed infrastructure under the hood. Clarifies how state is stored in etcd,
    modified by control loop reconcilers via the API server, and materialized into
    container runtimes on nodes by the kubelet.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Fundamentals
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html:
  title: 'infoworld.com: 6 Kubernetes distributions leading the container revolution'
  description: "- OpenShift\n    - VMware Tanzu Grid\n    - Rancher Kubernetes Engine\n
    \   - Mirantis Kubernetes Engine\n    - Docker\n    - Canonical Kubernetes"
  year: '2022'
  stars: 0
  ai_summary: A comparative market overview focusing on major commercial Kubernetes
    platforms driving enterprise cloud-native architecture. Evaluates core features
    of Red Hat OpenShift, VMware Tanzu Grid, Rancher Kubernetes Engine (RKE), Mirantis
    Kubernetes Engine, Docker Enterprise, and Canonical Kubernetes, contrasting their
    operational models and target markets.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Market Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html:
  title: 'infoworld.com: How to use the Python for loop'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers fundamental logic behind standard Python loops. Explores list
    comprehension iterations, dictionary traversal structures, utilizing `enumerate()`
    and `zip()`, and iterator protocol fundamentals.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Development
  - Python Core
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html:
  title: 'infoworld.com: What is CI/CD? Continuous integration and continuous delivery
    explained'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry-wide reference analyzing modern CI/CD patterns and structural
    components. Highlights automation, continuous testing, delivery stages, and the
    operational divide between cloud delivery and automated deployment.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html:
  title: 'infoworld.com: How Docker broke in half'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical retrospect on Docker's structural split, detailing the
    corporate spinoff of its Enterprise segment to Mirantis. Evaluates how this change
    impacted core open-source container runtimes.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practices.html:
  title: 'infoworld.com: Kubernetes object storage best practices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An InfoWorld expert synthesis offering actionable guidelines on designing
    applications around object storage APIs instead of direct disk mounts. This approach
    enhances scaling metrics and simplifies geo-distributed cloud-native architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Object Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and-jenkins.html:
  title: 'infoworld.com: Continuous integration with Docker and Jenkins'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A historical conceptual article introducing continuous integration
    patterns using Jenkins and Docker containers. *Curator Insight*: Legacy CI overview.
    *Live Grounding*: Primarily of historical value given modern cloud-native Kubernetes
    integrations.'
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipelines
  - Container Delivery
  - Docker Integration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html:
  title: 'infoworld.com: 5 devops use cases for developing with feature flags'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights five key devops use cases for feature flags, including canary
    testing, database migrations, kill switches, and targeted product rollouts. Shows
    how these patterns give teams greater operational control and speed in production.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Feature Management
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-monitoring-microservices.html:
  title: 'infoworld.com: The RED method: A new strategy for monitoring microservices'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: 'Focuses on the RED monitoring methodology (Rate, Errors, Duration)
    created specifically for microservices architectures, comparing it to traditional
    USE metrics (Utilization, Saturation, Errors). Curator Insight: Crucial reference
    for modern microservice design. Live Grounding: Core architectural paradigm for
    tracing containerized HTTP and RPC interactions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Monitoring Methodologies
  - RED Method
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html:
  title: 'infoworld.com: Complexity is killing software developers'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Addresses the rising developer cognitive load induced by the sprawl
    of cloud-native configurations, tooling, and infrastructure details. Argues for
    developer-centric abstractions and internal developer platforms (IDPs) to insulate
    application developers from cloud complexity and boost velocity.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Software Engineering Principles
  - Developer Cognitive Load
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devel-sites.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html:
  title: "infoworld.com: GitHub introduces code review controls \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: News analysis highlighting automated policy settings that enable team
    managers to establish strict PR review parameters, bypass permissions, and automate
    reviewer assignments.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Code Review
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.html:
  title: 'infoworld.com: Docker really did change the world'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Assesses how Docker fundamentally transformed the software engineering
    landscape. Traces its history from a single developer tool to the foundation of
    the cloud-native ecosystem and Kubernetes orchestration.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runtime.html:
  title: 'infoworld.com: The race to secure Kubernetes at run time'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the evolution of runtime threat defense in cloud-native platforms,
    discussing the industry shift toward kernel-level security telemetry leveraging
    eBPF technology.
  language: N/A
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Runtime Security
  - Security Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-with-extras.html:
  title: 'infoworld.com: Google Cloud AppSheet review: No-code with extras'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical, technical review analyzing AppSheet's feature set, emphasizing
    its data-modeling capabilities, native integration with GCP resources, and automated
    workflow triggers. Assesses how the platform scales for rapid application delivery
    compared to traditional development.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Development
  - Low-Code/No-Code
  - Platform Review
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - GoogleCloudPlatform.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2271333/securing-the-kubernetes-software-supply-chain.html:
  title: 'infoworld.com: Securing the Kubernetes software supply chain with Microsoft''s
    Ratify'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on utilizing Ratify as an admission controller to verify container
    metadata, secure supply-chain signatures (via Cosign/Notation), and enforce strict
    provenance validation before execution.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Supply Chain Security
  - Signature Verification & Ratify
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2271482/kubernetes-up-serverless-down-report.html:
  title: 'infoworld.com: Kubernetes adoption up, serverless down, developer survey
    says'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines empirical metrics demonstrating increased Kubernetes adoption
    alongside stagnant serverless framework growth. Highlights developer preference
    for containerized control, local reproducibility, and standardized deployment
    patterns over vendor-proprietary, event-driven serverless platforms.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Market Trends
  - Adoption Analytics
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infoworld.com/article/2334477/cncf-survey-managed-kubernetes-becomes-the-norm.html:
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https://www.infoworld.com/article/2334525/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html:
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https://www.infoworld.com/article/2334635/the-biggest-obstacle-to-cloud-is-people.html:
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https://www.infoworld.com/article/2334689/beyond-sql-8-new-languages-for-data-querying.html:
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  ai_summary: Analyzes the evolution of data query architectures beyond standard SQL.
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https://www.infoworld.com/article/2334697/what-is-git-version-control-for-collaborative-programming.html:
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  ai_summary: Discusses Git's design philosophy, its distributed architecture, cryptographic
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https://www.infoworld.com/article/2335001/why-we-need-both-cloud-architects-and-cloud-engineers.html:
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  ai_summary: Details the division of labor between cloud architects, who define strategic
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https://www.infoworld.com/article/2335723/why-mercedes-benz-runs-on-900-kubernetes-clusters.html:
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  ai_summary: Details the architectural rationale behind Mercedes-Benz's deployment
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https://www.infoworld.com/article/2336728/5-best-practices-for-securing-cicd-pipelines.html:
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https://www.infoworld.com/article/2336757/16-open-source-projects-transforming-ai-and-machine-learning.html:
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  ai_summary: An analytical review of thirteen disruptive open-source initiatives
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https://www.infoworld.com/article/2336761/are-we-experiencing-cloudflation.html:
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  ai_summary: Investigates the rise of 'cloudflation' driven by hyper-scalers raising
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https://www.infoworld.com/article/2337192/sysdigs-new-cost-advisor-aims-to-cut-kubernetes-costs.html:
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https://www.infoworld.com/article/2337301/cloud-architects-are-afraid-of-automation.html:
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https://www.infoworld.com/article/2337368/how-to-beat-the-kubernetes-skills-shortage.html:
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https://www.infoworld.com/article/2337405/github-codespaces-freely-available-to-all-github-users.html:
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https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html:
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https://www.infoworld.com/article/2337651/what-to-do-when-your-devops-team-is-downsized.html:
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  ai_summary: Provides strategic architectural guidance on managing platform and DevOps
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https://www.infoworld.com/article/2337918/getting-started-with-azure-openai.html:
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  ai_summary: Technical introduction to Azure OpenAI architecture, API consumption,
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https://www.infoworld.com/article/2337920/how-multicloud-changes-devops.html:
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  ai_summary: Details how a multicloud strategy alters deployment topologies, configuration
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https://www.infoworld.com/article/2338012/when-finops-costs-you-more-in-the-end.html:
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  ai_summary: Examines cases where FinOps operational overhead—including expensive
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https://www.infoworld.com/article/2338245/5-priorities-that-cut-cloud-costs-and-improve-it-ops.html:
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  ai_summary: Outlines five critical priorities for cutting cloud computing costs
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https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html:
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  ai_summary: Presents a clear five-step methodology to control Kubernetes infrastructure
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https://www.infoworld.com/article/2338356/amazon-s-quiet-open-source-revolution.html:
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  ai_summary: An analytical exploration detailing AWS's transition from open-source
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https://www.infoworld.com/article/2338392/why-platform-engineering.html:
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https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html:
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  ai_summary: A deep dive into the challenges of multi-tenant Kubernetes cost attribution
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  language: English
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https://www.infoworld.com/article/2338474/kubernetes-costs-less-but-less-than-what.html:
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  ai_summary: Critically evaluates the total cost of ownership (TCO) of containerizing
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  ai_summary: An analytical study investigating Kubernetes Event-driven Autoscaling
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https://www.infracloud.io/blogs/auto-generate-terraform-configuration-files:
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https://www.infracloud.io/blogs/avoiding-kubernetes-cluster-outages-synthetic-monitoring:
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  ai_summary: Details how to configure active synthetic monitoring inside Kubernetes
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  hierarchy:
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https://www.infracloud.io/blogs/blue-green-deployments-dns-routing:
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  stars: 4
  ai_summary: Examines advanced architectural design patterns using DNS-based routing
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  language: English
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  status: online
  addition_method: manual
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  - '[GUIDE]'
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https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary:
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  ai_summary: A detailed engineering walkthrough illustrating Docker Content Trust
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  language: N/A
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  addition_method: manual
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting:
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  year: '2020'
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  ai_summary: A detailed deployment guide focusing on log monitoring and alerting
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  language: English
  resource_type: Article
  complexity: Medium
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  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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https://www.infracloud.io/blogs/jenkins-freestyle-pipeline-migration:
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  ai_summary: An extensive structural migration blueprint detailing the step-by-step
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https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics:
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  stars: 0
  ai_summary: An operational manual on establishing a custom metrics pipeline using
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost:
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  ai_summary: An operations-focused walk-through for integrating Kubecost into enterprise
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    leveraging internal dashboards to visualize actual cost structures.
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  hierarchy:
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  v2_locations:
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https://www.infracloud.io/blogs/kubernetes-pod-security-policies-opa:
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  year: '2021'
  stars: 0
  ai_summary: 'Evaluates using Open Policy Agent (OPA) and Gatekeeper to enforce pod
    security. Live grounding alerts: Native Kubernetes Pod Security Policies (PSPs)
    are fully deprecated. This article remains valuable for migration projects transitioning
    from legacy PSPs to modern OPA/Gatekeeper policy-as-code equivalents.'
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Security
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope:
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  ai_summary: Explores how to link distributed transaction traces with continuous
    CPU and memory profiling using Grafana Pyroscope. Explains how correlating spans
    directly to code-level flamegraphs speeds up root-cause investigation.
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  resource_type: Article
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubeflow:
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  ai_summary: Explores the practical orchestration of complex ML workflows using Kubeflow
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https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates:
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  ai_summary: Details an elegant ChatOps pattern that integrates BotKube with cert-manager
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https://www.infracloud.io/blogs/multi-tenancy-kubernetes:
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  stars: 0
  ai_summary: A practical platform-level guide detailing core structural steps for
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  language: Go
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  status: online
  addition_method: manual
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver:
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https://www.infracloud.io/blogs/multicluster-gitops-argocd:
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  ai_summary: Examines architectural choices for orchestrating multi-cluster GitOps
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  hierarchy:
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https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories:
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  ai_summary: Compares secrets-scanning tools like GitGuardian, gitleaks, and Trufflehog.
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  hierarchy:
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  v1_locations: []
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https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment:
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  stars: 4
  ai_summary: Guides engineers through setting up a complete Blue-Green deployment
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https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment:
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  ai_summary: Offers a practical exploration of canary rollouts configured via Argo
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  hierarchy:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases:
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  description: "- [==infracloud.io: Prometheus Query Language - Prometheus Definitive
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  stars: 0
  ai_summary: Comprehensive three-part technical series explaining Prometheus metric
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    powered by the Prometheus Operator.
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  resource_type: Technical Series
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.infracloud.io/blogs/prometheus-operator-helm-guide:
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https://www.infracloud.io/blogs/promql-prometheus-guide:
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https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister:
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    with real data.\n        - Kanister, an open source project, provides a Kubernetes-native
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    called custom resources. You can easily extend Kanister to work with custom applications
    as well as several common cloud native databases, simplifying and streamlining
    testing operations while reducing risk."
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  stars: 4
  ai_summary: Provides a comprehensive architectural analysis of utilizing Kanister
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  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
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  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - '[ENTERPRISE-STABLE]'
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  v2_locations:
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https://www.infracloud.io/blogs/role-based-access-kubernetes:
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https://www.javaguides.net/2018/06/maven-cheat-sheet.html:
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https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html:
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https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw:
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https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html:
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https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html:
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https://www.javamonamour.org/2018/11/java-showsettings.html:
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https://www.jbang.dev:
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https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule:
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https://www.jenkins.io:
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https://www.jenkins.io/blog/2016/11/21/gc-tuning:
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https://www.jenkins.io/blog/2017/09/25/declarative-1:
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https://www.jenkins.io/blog/2017/10/02/pipeline-templates-with-shared-libraries:
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https://www.jenkins.io/blog/2018/08/31/shifting-gears:
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https://www.jenkins.io/blog/2019/11/22/welcome-to-the-matrix:
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https://www.jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins:
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https://www.jenkins.io/blog/2020/02/02/web-socket:
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https://www.jenkins.io/blog/2020/05/06/docker-agent-image-renaming:
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https://www.jenkins.io/blog/2020/05/11/docker-windows-agents:
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https://www.jenkins.io/blog/2020/05/25/read-only-jenkins-announcement:
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https://www.jenkins.io/blog/2020/06/18/terminology-update:
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https://www.jenkins.io/blog/2020/06/27/external-fingerprint-storage:
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https://www.jenkins.io/blog/2020/07/09/git-performance-improvement-phase1:
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https://www.jenkins.io/blog/2020/07/29/git-performance-improvement-phase2:
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https://www.jenkins.io/blog/2020/08/29/git-performance-improvement-phase3:
  title: "Git Plugin Performance Improvement: Final Phase and Release \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 5f8baeeba9cee368cf79854c760da6616e954e10d00e23fb6cadf84cea4b6415
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  last_checked: 1779032256.972417
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  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:36.972417+02:00'
https://www.jenkins.io/blog/2020/10/21/a-sustainable-pattern-with-shared-library:
  title: "A sustainable pattern with shared library \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Proposes a highly sustainable, portable pipeline pattern that minimizes
    complex Groovy scripts in Jenkins Shared Libraries. Recommends defining lightweight
    pipeline skeletons that delegate actual compilation, linting, and packaging logic
    directly to standardized, local Makefile or Shell scripts.
  language: English
  resource_type: article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2020/11/05/installing-jenkins-on-kubernetes:
  title: "jenkins.io: Document Jenkins on Kubernetes: Installing Jenkins on Kubernetes
    Documentation Release \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official announcement and documentation details for installing and running
    Jenkins inside a Kubernetes cluster. Promotes container-native orchestration by
    standardizing Helm-based controller deployments, dynamic agent provisioning, and
    persistent storage configurations.
  language: English
  resource_type: documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Installation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/02/08/docker-base-os-upgrade:
  title: 'jenkins.io: Docker image updates'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A release bulletin reviewing base operating system upgrades from Debian
    Stretch to Buster across official Jenkins Docker images, improving stability and
    applying critical system security updates.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - Jenkins
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/04/15/jenkins-operator-sub-project:
  title: 'jenkins.io: Jenkins Operator becomes an official sub-project!'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Brings historical context to the formal acceptance of the Kubernetes-native
    Jenkins Operator into the official Jenkins ecosystem as an approved sub-project.
    Documents key architectural milestones, strategic collaborative roadmaps, and
    enterprise-grade stability commitments.
  language: English
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/04/21/tekton-plugin:
  title: Easily reuse Tekton and Jenkins X from Jenkins
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the technical cooperation between Jenkins, Jenkins X, and Tekton.
    It demonstrates how traditional Jenkins users can trigger Tekton's containerized
    cloud-native tasks, allowing teams to smoothly modernize their build architectures
    incrementally without completely rewriting their legacy Jenkinsfiles.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Hybrid Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - tekton.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/07/27/git-credentials-binding-phase-1:
  title: "jenkins.io: Git Username/Password Credentials Binding for sh, bat, and powershell
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Covers Jenkins secure credential binding updates, preventing execution
    shells (sh, bat, powershell) from exposing VCS passwords in public log systems.
    *Curator Insight*: Securing git commands. *Live Grounding*: Baseline security
    practice required to prevent credentials leakage.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipelines
  - Security
  - Credentials Binding
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/08/17/docker-images-use-jdk-11-by-default:
  title: "jenkins.io: Docker images use Java 11 by default \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'This technical update notes the migration of official Jenkins base
    container images to Java 11 by default. *Curator Insight*: Java 11 upgrades. *Live
    Grounding*: Standard operational shift that paved the way for JDK 17, delivering
    substantial performance and GC stability updates.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Platform Migration
  - Java Upgrades
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/08/23/jenkins-operator-security-work-report:
  title: 'jenkins.io: Security Validator for Jenkins Operator for Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights security validation efforts tailored for the Kubernetes Jenkins
    Operator. Outlines automated security checks, namespace sandboxing, RBAC boundary
    limitations, and best practices to ensure zero-trust compliance inside active
    cluster topologies.
  language: English
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Security & Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2021/12/22/deprecated-ruby-runtime:
  title: 'jenkins.io: Deprecating non-Java plugins'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official engineering announcement detailing the sunset of legacy Ruby
    and Python runtime layers in modern core Jenkins installations. Emphasizes JVM
    optimization and security surface minimization.
  language: Java
  resource_type: Release News
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Infrastructure
  - Core Architecture
  - Deprecations
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide:
  title: Back of the Napkin Guide to Updating Jenkins
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A pragmatic quick-reference outlining safe, robust upgrade strategies
    for legacy Jenkins master/agent nodes. Covers JVM runtime alignment, plugins dependency
    management, and core server updates with minimum outage windows.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Jenkins
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11:
  title: "Running Jenkins on Java 11 \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Comprehensive administration runbook describing JVM upgrade pathways
    from Java 8 to Java 11. Addresses class-loading modifications, modularization
    parameters, and deprecated agent arguments.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipelines
  - Jenkins Management
  - Infrastructure Upgrades
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/blueocean/getting-started:
  title: "Jenkins BlueOcean \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Offers getting-started guidance for the custom Blue Ocean interface,
    featuring structural pipeline execution charts. Though widely used, it is increasingly
    treated as maintenance-only legacy.
  language: None
  resource_type: Documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - User Experience
  - BlueOcean Platform
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/installing/kubernetes:
  title: "jenkins.io: Installing Jenkins on Kubernetes \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The authoritative operations manual for bootstrapping a production-ready
    Jenkins controller inside Kubernetes. Focuses on setting up custom service accounts,
    binding role-based access control (RBAC) policies, managing state persistence,
    and configuring the Kubernetes cloud plugin.
  language: English
  resource_type: documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/managing/cli:
  title: Jenkins CLI
  description: ''
  year: '2025'
  stars: 4
  ai_summary: The official command-line runtime interface for administering remote
    Jenkins controller servers. Allows automated shell execution of administrative
    tasks, plugin updates, diagnostic tracing, and build queue interventions.
  language: Java
  resource_type: CLI Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Jenkins CLI
  tags:
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  v1_locations:
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  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/pipeline:
  title: "jenkins.io - doc/book/pipeline \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The central user guide for Jenkins Pipeline. Defines structural pipeline
    elements including agent nodes, stages, parallel branches, and post-build step
    logic, laying down the baseline workflow parameters for developers new to continuous
    integration.
  language: English
  resource_type: documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/pipeline/development:
  title: Pipeline Development Tools (Command-line Pipeline Linter)
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The standard linting interface built to parse dynamic Jenkinsfiles against
    syntax engines. Ensures early discovery of Groovy typos, security blocks, and
    formatting errors before pipelines run on physical infrastructure.
  language: None
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipeline Architecture
  - Pipeline Testing
  - Linting
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/pipeline/jenkinsfile:
  title: "jenkins.io - **Jenkinsfile** \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official specification guide detailing how to author, integrate, and
    execute a code-defined Jenkinsfile in your repository. Addresses critical parameters,
    syntax validation routines, local variables, credential mapping, and structural
    differences between Scripted and Declarative files.
  language: Groovy
  resource_type: documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Jenkinsfile
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/pipeline/multibranch:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
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  health_score: 100.0
  last_checked: 1779030848.652916
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:14:08.652916+02:00'
https://www.jenkins.io/doc/book/pipeline/shared-libraries:
  title: "Extending with Shared Libraries \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The primary operational guide for creating, version-controlling, and
    importing Global Shared Libraries inside Jenkins. Covers security sandboxing rules,
    classpath resolution mechanics, global variables declarations, and integration
    patterns.
  language: Groovy
  resource_type: documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Advanced Declarative
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/pipeline/syntax:
  title: "Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative
    Syntax \U0001F31F"
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Jenkins specification document clarifying Scripted (Groovy
    DSL) and Declarative pipeline syntaxes. Essential reference material for engineers
    looking to configure reliable, version-controlled execution steps within enterprise
    environments.
  language: Groovy
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/book/using/remote-access-api:
  title: Jenkins Remote Access API
  description: null
  year: null
  stars: 4
  ai_summary: Official documentation for Jenkins RESTful API integration, enabling
    remote control, status querying, and programmatic pipeline orchestration.
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: b4806f42d793d5b0bfd787a08e5fb40964e408972969e57d415f9acf0bd2d147
  health_score: 100.0
  last_checked: 1779031825.090465
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Jenkins REST API
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/about.md
  v2_locations:
  - about.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:30:25.090465+02:00'
https://www.jenkins.io/doc/developer/plugin-development:
  title: Plugin Development
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main developer framework documentation outlining core extension
    points, user interface standards, and security guidelines necessary for authoring
    robust Jenkins plugins.
  language: None
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Plugin Guides
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/developer/plugin-development/dependency-management:
  title: 'Plugin Development: Dependency Management'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Strategic technical guidelines detailing POM dependency scoping, classloader
    structures, and transitives containment during Jenkins plugin creation to avoid
    plugin classpath collisions.
  language: None
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.jenkins.io/doc/pipeline/steps/workflow-scm-step:
  title: 'Pipeline: SCM Step (workflow-scm-step)'
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A foundational Jenkins Pipeline plugin providing the `checkout` step.
    Translates abstract SCM definitions into executable steps, maintaining critical
    source control parameters, commit histories, and changelogs across execution nodes.
  language: Java
  resource_type: Plugin
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - SCM Integration
  - SCM Core
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.jenkins.io/events/online-hackfest/2020-uiux:
  title: 'JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code
    users'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical core Jenkins Enhancement Proposal introducing granular 'System
    Read' permissions. This structural interface improvement allows auditing engines
    and JCasC pipelines to safely parse configuration maps without exposing administrative
    keys.
  language: None
  resource_type: Specification
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Infrastructure
  - Security & RBAC
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.jenkins.io/projects/gsoc/2021/projects/remoting-monitoring:
  title: "jenkins.io: Jenkins Remoting Monitoring \U0001F31F"
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https://www.json.org/json-en.html:
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https://www.juanonlab.com/blog/es/dashboards-de-kibana:
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https://www.justinpolidori.it/posts/20220611_vcluster_auth:
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https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets:
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https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to-configmaps:
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https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics:
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https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic:
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  ai_summary: Examines the implementation of OPA Gatekeeper within Kubermatic Kubernetes
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https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea:
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  ai_summary: Examines the competitive operational advantages of selecting the Operator
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https://www.kubermatic.com/categories/kubernetes:
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https://www.kubermatic.com/resources/the-ultimate-checklist-for-running-kubernetes-in-production:
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  ai_summary: An extensive production operations checklist for Kubernetes deployments.
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https://www.kubermatic.com/tags/kubernetes:
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https://www.kubernetes.dev/docs/guide/github-workflow:
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https://www.kubernetes.dev/resources/calendar:
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https://www.kubestack.com:
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https://www.kubestack.com/framework/documentation:
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https://www.kubestack.com/framework/documentation/tutorial-build-local-lab:
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https://www.kubetools.io/kubernetes/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers:
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? https://www.kubetools.io/kubernetes/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations
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https://www.kubetools.io/kubernetes/why-k9s-should-be-your-go-to-tool-for-kubernetes-management:
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https://www.kubeval.com:
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https://www.kurrent.io/blog/service-oriented-architecture-vs-event-driven-architecture:
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https://www.kylezsembery.com/persistent-storage-kubernetes:
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https://www.lambdatest.com/blog/27-best-practices-selenium-test-automation:
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https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html:
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https://www.learnawsiam.com:
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https://www.learncloudnative.com/blog/2020-10-07-network-policies:
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https://www.learncloudnative.com/newsletter:
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https://www.learnitguide.net:
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https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets:
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https://www.learnsteps.com/devops-interview-questions-important-python-questions:
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https://www.linkedin.com/pulse/automatizaci%C3%B3n-de-procesos-con-prometheus-grafana-y-v%C3%ADctor-vela-l%C3%B3pez-1e:
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    WebHook: resolución autónoma de incidentes'
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https://www.linkedin.com/pulse/avoid-kubernetes-anti-patterns-pavan-belagatti:
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  ai_summary: A high-level operational guide flagging common anti-patterns that plague
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  hierarchy:
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https://www.linkedin.com/pulse/azure-networking-filiz-akkaya-wqcuc:
  title: 'linkedin.com: Azure Networking | Filiz Akkaya'
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https://www.linkedin.com/pulse/azure-weekly-update-15th-may-2026-john-savill-fyspc:
  title: Azure Weekly Update 15th May 2026
  description: Written companion article providing a structured overview of the Azure
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  year: '2026'
  stars: 4
  ai_summary: 'This LinkedIn article acts as the text-based companion to John Savill''s
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    * SMB Managed Identity integration for Azure Files.

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https://www.linkedin.com/pulse/azure-weekly-update-22nd-may-2026-john-savill-xpidc/?trackingId=ogg9bm9PQnyhEbNxtvW8Iw%3D%3D:
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  ai_summary: This article serves as the comprehensive written digest of John Savill's
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    Mover scheduling refinements. The compilation provides cloud architects with a
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  category: azure
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https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-openshift-mendus:
  title: BMW takes digital innovation into the fast lane with Red Hat Openshift Container
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  hierarchy:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.linkedin.com/pulse/caf-vs-waf-which-framework-use-your-cloud-migration-gregor-wohlfarter-hko0f:
  title: 'linkedin.com: CAF vs WAF: Which Framework to Use for Your Cloud Migration?'
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  ai_summary: A comparative technical analysis mapping out the distinct purposes of
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https://www.linkedin.com/pulse/command-query-responsibility-segregation-cqrs-hybrid-cloud-mark-ubhfc:
  title: 'linkedin.com/pulse: Command and Query Responsibility Segregation (CQRS):''
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https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops-argocd-singh:
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  ai_summary: Presents an architectural case study combining Azure DevOps for container
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https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashish-kar:
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  ai_summary: A pragmatic assessment of structural limits and networking complexities
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https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f:
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  ai_summary: An exceptionally detailed deep dive into kernel interactions, Linux
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https://www.linkedin.com/pulse/credentials-problem-using-azure-managed-identity-dimitar-iliev--wzzaf:
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  ai_summary: Provides a practical guide on setting up passwordless connections within
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https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup-ghattikar:
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  ai_summary: An introductory training log explaining initial cluster bootstrapping,
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https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan:
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  ai_summary: An analytical piece detailing data egress, cloud sovereignty, and geo-resilience
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https://www.linkedin.com/pulse/deploying-microsoft-sentinel-via-arm-template-vs-debac-manikandan-ychnc:
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  ai_summary: An architectural comparison of deploying Microsoft Sentinel utilizing
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https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gianluca-mascolo:
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  ai_summary: 'Curator Insight: Addresses the common misconception that DevOps is
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https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington:
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  ai_summary: A professional field perspective outlining differences in day-to-day
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail:
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  ai_summary: A foundational analysis detailing Java's concurrent executing frameworks.
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret:
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  ai_summary: A detailed multi-part guide outlining Docker Swarm's routing mesh, overlay
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https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti:
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  stars: 0
  ai_summary: Explains the foundational role of automated integration and delivery
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https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files-freek-berson-n0ske:
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  ai_summary: Outlines the use of `compileTimeImports` to share variables, user-defined
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  v2_locations:
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https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere:
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  ai_summary: A socio-economic exploration of the rising popularity of IT freelancing
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https://www.linkedin.com/pulse/gcp-advanced-terraform-interactive-learning-challeng-kaan-turgut-guipc:
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  ai_summary: An interactive learning challenge designed to walk systems architects
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https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adrian-cantrill:
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https://www.linkedin.com/pulse/testops-speed-devops-chaitanya-jawale:
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https://www.linuxnix.com:
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https://www.linuxshelltips.com/difference-between-and-in-bash:
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https://www.linuxshelltips.com/kill-linux-process-with-port:
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  ai_summary: Explores standard methodologies to locate and terminate processes holding
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https://www.linuxshelltips.com/netcat-linux-port-scanning:
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  hierarchy:
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  v1_locations: []
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https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes:
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  ai_summary: A rapid deployment guide demonstrating how to bootstrap an instance
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https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook:
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https://www.linuxtechi.com/setup-private-docker-registry-kubernetes:
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  ai_summary: Presents the setup process for a secure private container registry deployed
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https://www.linuxteck.com:
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  ai_summary: A dedicated tutorial and documentation hub focusing on enterprise Linux
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https://www.linuxteck.com/13-top-command-in-linux:
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https://www.linuxteck.com/basic-cat-command-in-linux-with-examples:
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https://www.linuxteck.com/basic-ssh-client-commands-in-linux:
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https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux:
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https://www.linuxteck.com/curl-command-in-linux-with-examples:
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https://www.linuxtoday.com:
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  ai_summary: A curated technical resource and architectural guide covering www.linuxtoday.com
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https://www.liquibase.com/community/liquibase-vs-flyway:
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https://www.liquibase.org:
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  ai_summary: Liquibase is an open-source, platform-independent database schema migration
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https://www.liquibase.org/liquibase-vs-flyway:
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https://www.llamaindex.ai/blog/building-a-financial-due-diligence-agent-with-liteparse:
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  ai_summary: A highly technical tutorial illustrating the architecture of a financial
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https://www.llamaindex.ai/blog/liteparse-v2-0-runs-everywhere:
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https://www.localstack.cloud:
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  ai_summary: Curator Insight highlights the enterprise cloud platform offering advanced
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https://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation:
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https://www.lucidchart.com:
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https://www.lucidchart.com/blog/agile-vs-waterfall-vs-kanban-vs-scrum:
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https://www.lucidchart.com/pages:
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https://www.lucidchart.com/pages/integrations/aws-architecture-import:
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  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:51:28.505230+02:00'
https://www.mastertheboss.com/soa-cloud/openshift/running-microprofile-applications-on-openshift:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032571.576436
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:42:51.576436+02:00'
https://www.mastertheboss.com/soa-cloud/openshift/thorntail-on-openshift:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031125.593908
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  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
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  v1_locations:
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  v2_locations:
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  discovered_at: '2026-05-17T17:18:45.593908+02:00'
https://www.mastertheboss.com/soa-cloud/openshift/using-wildfly-on-openshift:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032080.28727
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:34:40.287270+02:00'
https://www.mcpbundles.com:
  title: MCPBundles
  description: ''
  year: '2025'
  stars: 0
  ai_summary: MCPBundles is a discovery and packaging platform designed to bundle
    various Model Context Protocol servers for rapid deployment. It simplifies agentic
    application building by providing curated, pre-configured groupings of tools (e.g.,
    database drivers, git utilities, API endpoints) that can be integrated into AI
    hosts in a single setup operation.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.medianova.com/en-blog/service-mesh-vs-api-gateway:
  title: 'medianova.com: Service Mesh vs. API Gateway'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  discovered_at: '2026-05-17T18:07:26.359231+02:00'
https://www.medianova.com/service-mesh-vs-api-gateway:
  title: 'medianova.com: Service Mesh vs. API Gateway'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Contrasts the architectural functions of edge API Gateways with Service
    Meshes. Provides a comparative breakdown of north-south and east-west routing
    topologies, performance limits, and security enforcement zones.
  language: None
  resource_type: article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Infrastructure
  - API Management
  - Service Mesh Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona:
  title: 'meet-in.es: «Para liderar a largo plazo hay que ser buena persona»'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview explaining why empathetic and ethical leadership is vital
    for long-term organizational stability and software delivery success. It contrasts
    toxic, short-term management with sustainable team scaling models.
  language: Spanish
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Ethical Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.meetup.com/Jenkins-online-meetup/events/270600737:
  title: 'Meetup event: From Freestyle jobs to Pipeline, with JobDSL'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 086059fed23bfe6bde5b79b4cb74d922a7ed6df0212db91ce99ac51e71c1f878
  health_score: 100.0
  last_checked: 1779033477.726686
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:57:57.726686+02:00'
https://www.meetup.com/Jenkins-online-meetup/events/270630108:
  title: In this presentation
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
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  content_hash: 996507cf4a5c76f369870f3d53b5aef77456f06255dbb09e74750ac4e972ed38
  health_score: 100.0
  last_checked: 1779032613.55223
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/jenkins.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:43:33.552230+02:00'
https://www.meetup.com/Jenkins-online-meetup/events/270861119:
  title: Jenkins Online Meetup
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: f816b0322ea63f7601d010069a7aa2361178fc3e9d267a867b7a1f70dd374c6a
  health_score: 100.0
  last_checked: 1779029796.63731
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/keptn.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:56:36.637310+02:00'
https://www.meetup.com/es-es/jenkins-online-meetup/events/276135789:
  title: 'meetup.com: A single open-source security scanner for most languages on
    Jenkins'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed talk recording and presentation outline exploring the integration
    of unified open-source security static analysis tools within classic Jenkins automation
    pipelines.
  language: English
  resource_type: Webinar
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - CI/CD Integration
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.meetup.com/es/Jenkins-online-meetup/events/276135789:
  title: 'meetup.com: A single open-source security scanner for most languages on''
    Jenkins'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
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  addition_method: manual
  content_hash: 6003dee25b3ef1437a029acc2928cc75d83833c45f63a84d2b46acb1dc845ca3
  health_score: 100.0
  last_checked: 1779031103.853235
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:18:23.853235+02:00'
https://www.meetup.com/jenkins-online-meetup/events/270600737:
  title: 'Meetup event: From Freestyle jobs to Pipeline, with JobDSL'
  description: "- Manually managing Jenkins jobs is painful. Jenkins Pipeline exists,
    but how do you get started and why should you bother in the first place? Journey
    with Nicolaj, as he talks about the pains of managing a manually configured job
    in Jenkins; converts a Freestyle Job to JobDSL, instantly; introduces mechanisms
    for adding the jobs to Jenkins, as code; and ultimately converts the job to a
    Jenkins Pipeline!\n    - Just like last time, in the talk “Configuration as Code
    of Jenkins (for Kubernetes),” you’ll see plenty of live demos and get to take
    home all the code and examples afterwards. Use it as the starting point for taking
    advantage of the Configuration as Code (CasC) that everyone is talking about,
    and hopefully it will save you a lot of headache in the future!\n    - Agenda:\n
    \       - Manual Freestyle jobs, and why they hurt us\n        - Introduction
    to JobDSL and adding JobDSL-jobs to Jenkins\n        - From Freestyle Jobs to
    JobDSL, the beginning of our CasC adventure\n        - From JobDSL to Pipeline,
    all the fun of CasC; with even more resilience!\n    - Nicolaj Græsholt is a Continuous
    Delivery and DevOps Consultant and Trainer from Eficode Praqma. He helps organizations
    with all things CI/CD, Artifact Management, Git, Docker and Kubernetes, and he’s
    a Certified Kubernetes Administrator of CNCF.\n    - [Slides \U0001F31F\U0001F31F\U0001F31F](https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyle-jobs-to-pipeline-with-jobdsl.pdf)\n
    \   - [Demo repository \U0001F31F\U0001F31F\U0001F31F](https://github.com/figaw/freestyle-to-pipeline-jenkins)"
  year: '2020'
  stars: 0
  ai_summary: Curator Insight hosts a comprehensive migration strategy moving legacy
    manual Freestyle jobs to programmatic JobDSL configurations. Live Grounding indicates
    that transitioning to JobDSL represents a crucial step toward fully declarative
    pipelines. The repository outlines reproducible seed jobs that dynamically provision
    child pipelines with minimal manual intervention.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Jenkins JobDSL
  - Freestyle Migration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.meetup.com/jenkins-online-meetup/events/270630108:
  title: In this presentation
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Recorded online meetups showcasing real-world performance tuning, security
    hardened setups, and architectural strategies for scaling Jenkins infrastructure
    globally.
  language: None
  resource_type: Video/Meetup
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Frameworks & Ecosystem
  - Community Presentations
  - Developer Training
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.meetup.com/jenkins-online-meetup/events/270861119:
  title: Jenkins Online Meetup
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Community recording detailing real-world workflows for integrating Jenkins-centric
    deployment systems with Keptn's automated SRE-driven quality evaluation gates.
  language: English
  resource_type: Video
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native Lifecycle
  - CI/CD Pipelines
  - Community Meetups
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - keptn.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.mergecrush.com:
  title: Mergecrush
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A specialized continuous integration and auto-merge SaaS solution designed
    for Git repositories. Focuses on minimizing developer maintenance overhead by
    queuing branch merges and validating pipeline health prior to main-branch integration.
  language: N/A
  resource_type: Service
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.merikan.com/2019/04/jvm-in-a-container:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 114781a2d3955cefbb1cd7ed0d43ee5800d49ac6719fd74eff23611d855fcc57
  health_score: 100.0
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  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.020009+02:00'
https://www.metabob.com:
  title: Metabob
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 463116b6456ee11ffeacb50d399c66f9e7219e9402125245bfe70d59f813600e
  health_score: 100.0
  last_checked: 1779029068.059221
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:44:28.059221+02:00'
https://www.micahlerner.com/2022/07/24/automatic-reliability-testing-for-cluster-management-controllers.html:
  title: 'micahlerner.com: Automatic Reliability Testing For Cluster Management Controllers'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines methods for testing Kubernetes-style controllers using fault-injection
    framework principles (e.g., Sieve). Details how injecting errors, API delays,
    and container crashes validates the reliability of reconciliation engines, ensuring
    robust system recovery in production.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Testing & Reliability
  - Control Plane Validation
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.michaelburge.us/2017/09/10/injecting-shellcode-to-speed-up-amazon-redshift.html:
  title: Injecting a Chess Engine into Amazon Redshift
  description: A masterclass deep dive detailing how to execute raw x64 shellcode
    in Redshift by utilizing untrusted PL/Python database extensions and locally compiled
    binaries.
  year: '2017'
  stars: 4
  ai_summary: '* **Curator Insight**: Explores database sandboxing weaknesses and
    system-level boundaries. It shows how compiled C execution paths can bypass AWS
    file system and network blocks via Python User Defined Functions (UDFs).

    * **Live Grounding**: While a historic exploit, this analysis remains highly relevant
    for security engineers and cloud architects auditing managed runtime security
    controls and stored procedure execution.'
  language: en
  resource_type: blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780352730.207538
  needs_ai_refresh: false
  hierarchy:
  - Cloud Databases
  - AWS Redshift
  - Security Research
  - Binary Injection
  - Sandbox Evasion
  tags:
  - LEGACY
  - GUIDE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: aws-data
  reputation_status: Vetted
  reputation_summary: Pioneering technical article highly discussed on Hacker News
    and Reddit Database forums. Celebrated for its creative execution of arbitrary
    assembly inside managed sandboxes.
  social_preview_url: ''
  source_provenance: X.com (QuinnyPig)
  suggested_new_category: database-internals
  discovered_at: '2026-06-02T00:25:30.207538+02:00'
https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences:
  title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories
  description: A case study showcasing how the Premier League transformed its digital
    fan experience using Azure AI, Microsoft Foundry, and multi-agent systems.
  year: '2026'
  stars: 4
  ai_summary: This Microsoft customer story details the Premier League's deployment
    of the Premier League Companion, a massive-scale personalization engine powered
    by Azure AI and Microsoft Foundry. Unifying 30 seasons of historical match data
    with real-time telemetry, the platform leverages a multi-agent AI system and Azure
    Cosmos DB to serve real-time personalized content to 60 million active fans. This
    architectural transition demonstrates how complex cognitive multi-agent systems
    can achieve enterprise-grade scale and boost user engagement by 20% YOY.
  language: en
  resource_type: article
  complexity: advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780352454.119984
  needs_ai_refresh: false
  hierarchy:
  - Public Cloud
  - Azure
  - AI Agents
  - Enterprise Architecture
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: azure
  reputation_status: Vetted
  reputation_summary: Official Microsoft customer success story representing a real-world
    enterprise deployment of Azure and Microsoft Foundry with high scalability.
  social_preview_url: ''
  source_provenance: X.com (Azure)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:20:54.119984+02:00'
? https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences?ocid=FY26_soc_omc_br_LI_PLEndOfSeason
: title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories
  description: A case study demonstrating how the Premier League leverages Microsoft
    Azure, Cosmos DB, and Microsoft Foundry to power a real-time multi-agent personalization
    engine.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: This enterprise case study details the deployment
    of a high-throughput multi-agent personalization platform operating at a global
    scale of over 60 million active users.


    Live Grounding: Powered by Azure Cosmos DB and the Microsoft Foundry model catalog,
    the solution unifies legacy media assets and three decades of relational match
    statistics to deliver context-aware, localized fan notifications with zero-latency
    overhead.'
  language: English
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780352404.147701
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Azure Solutions
  - Multi-Agent Personalization
  tags:
  - CASE STUDY
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: azure
  reputation_status: Vetted
  reputation_summary: High-profile commercial customer story detailing real-world
    enterprise architectures employing multi-agent orchestration and large scale Azure
    Cosmos DB data flows.
  social_preview_url: ''
  source_provenance: X.com (Microsoft)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:20:04.147701+02:00'
? https://www.microsoft.com/en-us/events/search-catalog?q=Migrate+and+modernize+foundation&filters=product%3Aazure%2Cprimary-language%3Aenglish&scenario=events
: title: 'Microsoft Azure Virtual Training: Migrate and Modernize Foundation'
  description: A structured webinar and interactive catalog providing practical guidelines
    to migrate and modernize infrastructure, databases, and core application workloads
    on Azure.
  year: '2026'
  stars: 4
  ai_summary: '* **Curator Insight**: A foundational guide for legacy-to-cloud transitions,
    highlighting industry standards for evaluating landing zones, containerizing workloads,
    and refactoring relational databases.

    * **Live Grounding**: Active catalog offering scheduled virtual interactive sessions
    containing updated frameworks for hybrid enterprise strategies, cost governance,
    and Microsoft landing zone tools.'
  language: en
  resource_type: training
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780352730.207482
  needs_ai_refresh: false
  hierarchy:
  - Cloud Migration
  - Azure
  - Modernization
  - E-Learning
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: azure
  reputation_status: Vetted
  reputation_summary: Official Microsoft learning curriculum highly valued by enterprise
    architects embarking on cloud migration and architecture modernization initiatives.
  social_preview_url: ''
  source_provenance: X.com (Azure)
  suggested_new_category: elearning
  discovered_at: '2026-06-02T00:25:30.207482+02:00'
https://www.microsoft.com/en-us/research/articles/webwright-a-terminal-is-all-you-need-for-web-agents:
  title: 'Webwright: A Terminal Is All You Need For Web Agents'
  description: A terminal-native framework by Microsoft Research that lets LLM agents
    write and execute Playwright code in a sandbox workspace to complete complex,
    long-horizon web automation tasks.
  year: '2026'
  stars: 4
  ai_summary: 'Webwright is a lightweight terminal-native framework released by Microsoft
    Research designed for long-horizon web browser agents. Instead of sequentially
    predicting discrete coordinate clicks, Webwright grants models a shell environment
    to execute Playwright scripts dynamically.


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

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

    * **Integration Ready**: Easily plugs into Claude Code, Cursor, and other agentic
    developer toolkits.'
  language: en
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: N/A
  health_score: null
  last_checked: 1780401152.315659
  needs_ai_refresh: false
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Browser Automation
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: ai-agents-mcp
  impact_score: 95
  reputation_status: Vetted
  reputation_summary: Highly regarded open-source framework released by Microsoft
    Research; praised by the community on Reddit and GitHub for its innovative terminal-native
    paradigm for browser automation and long-horizon tasks.
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  suggested_new_category: ai-agents-mcp
  discovered_at: '2026-06-02T13:52:32.315659+02:00'
https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra-now-available-on-microsoft-azure:
  title: 'microsoft.com: Biomedical Research Platform Terra Now Available on Microsoft
    Azure'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Strategic overview of the integration of Broad Institute's Terra biomedical
    data platform with Microsoft Azure infrastructure. Focuses on secure clinical
    trial administration, cloud genomic pipeline computing, and cross-organization
    datasets analysis.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Healthcare IT
  - Biomedical Research
  - Cloud Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.microsoft.com/en-us/research/project/medical-image-analysis:
  title: Project InnerEye – Democratizing Medical Imaging AI
  description: '- [github.com/microsoft/InnerEye-Gateway](https://github.com/microsoft/InnerEye-Gateway)
    The InnerEye-Gateway is a Windows service that acts as a DICOM end point to run
    inference on https://github.com/microsoft/InnerEye-DeepLearning models.'
  year: '2024'
  stars: 0
  ai_summary: Democratizes medical imaging AI via PyTorch tools. Explains the InnerEye-Gateway
    Windows service configuration, enabling DICOM endpoints to route images to AzureML
    models for automated segmentation and classification.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Healthcare IT
  - Medical Imaging
  - Artificial Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix:
  title: 'microsoft.com: DevOps threat matrix'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Microsoft''s structural blueprint of potential vulnerabilities
    in CI/CD environments. Live Grounding: Provides an essential reference for DevSecOps,
    detailing risks associated with repository access, build pipeline injection, and
    cloud secrets management.'
  language: en
  resource_type: Technical Resource
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Platforms
  - Security
  - Threat Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot:
  title: Microsoft Security Copilot
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An enterprise AI-powered security analysis assistant integrating massive
    telemetry data with advanced language models. It accelerates incident response,
    simplifies threat hunting, and automates multi-cloud security posture analysis
    across IT environments.
  language: None
  resource_type: SaaS
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - AI & SecOps
  - Cloud Security Assistants
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
? https://www.microsoft.com/insidetrack/blog/revolutionizing-our-arm-template-deployment-at-microsoft-with-shift-from-json-to-bicep
: title: 'microsoft.com: Revolutionizing our ARM template deployment at Microsoft
    with shift from JSON to BICEP'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive internal case study detailing Microsoft's migration
    from complex ARM JSON configurations to Azure Bicep. Evaluates lessons learned
    regarding operational velocity, compilation speed, template maintainability, and
    enterprise-wide adoption.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Enterprise Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software:
  title: Microsoft Teams
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's enterprise-wide messaging, video conferencing, and document
    collaboration center. It provides end-to-end integration into Active Directory,
    Microsoft 365 services, and enterprise security policy engines, acting as the
    corporate standard for large-scale operations.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - workfromhome.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes:
  title: "Microsoft.com: Attack matrix for Kubernetes \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Microsoft's systematic adaptation of the MITRE ATT&CK framework mapping
    out K8s attack vectors from initial access to execution, persistence, privilege
    escalation, and impact. Helps security operators assess risks in orchestration
    configurations.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Threat Modeling
  - MITRE ATT&CK Framework
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes:
  title: 'microsoft.com: Secure containerized environments with updated threat matrix
    for Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses updates to Microsoft's threat matrix for Kubernetes, refining
    mapped attack vectors based on modern production compromise telemetry. Covers
    control plane compromises and cloud identity integrations.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Security
  - Threat Modeling
  - MITRE ATT&CK Adaptation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/ansible-aws_s3-example:
  title: 'middlewareinventory.com: How to use ansible with S3 – Ansible aws_s3 examples
    | Devops Junction'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details utilizing AWS collection modules inside Ansible, specifically
    focusing on the 'aws_s3' module. Covers bucket creation, security policy management,
    data transfers, and credential resolution within playbooks.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/ansible-dict:
  title: 'middlewareinventory.com: Ansible Dictionary – How to create and add items
    to dict'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details key-value dictionary patterns inside YAML variables. Focuses
    on declarative creation, updating nested structures, merging multiple dictionaries
    with custom filters, and validating variable shapes.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list:
  title: "middlewareinventory.com: Ansible List Examples – How to create and append
    items to List \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive guide focusing on handling array data structures inside
    playbooks. Analyzes syntax patterns for dynamic list instantiation, appending
    list items, utilizing filter operations, and handling nested array patterns.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/ansible-playbook-example:
  title: 'middlewareinventory.com: Ansible Playbook Examples – Sample Ansible Playbooks
    | Devops Junction'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A collection of practical Ansible playbook blueprints. Offers concrete
    system administration examples covering package management, file state adjustments,
    and cron-job automation.
  language: English
  resource_type: blog_post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Reference Projects
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s:
  title: "middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A quick-reference guide focused on using native 'kubectl top' commands
    and JSONPath querying to extract direct, real-time node and pod resource usage
    statistics. Useful for rapid ad-hoc troubleshooting loops where formal Prometheus
    monitoring endpoints are inaccessible.
  language: None
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Practical Diagnostics
  - Command Line Tools
  - Kubectl Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config:
  title: 'middlewareinventory.com: Terraform Create Multiple EC2 with different Configs
    – for_each and count together'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Dives deep into dynamic loop structures using Terraform's for_each and
    nested map configurations. Explains how to scale and tailor individual virtual
    machines under a single module declaration without resorting to repetitive, static
    configuration blocks.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Advanced HCL Loopings
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/terraform-for-each-examples:
  title: 'middlewareinventory.com: Terraform For Each Examples – How to use for_each
    | Devops Junction'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explores dynamic resource generation within HCL using the "for_each"
    meta-argument to handle maps, sets, and nested collections. Contrasts this approach
    against the legacy "count" parameter to demonstrate cleaner, key-based resource
    mapping. Live grounding demonstrates that using "for_each" prevents systematic
    resource deletion and recreation cycles during state manipulation.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Dynamic Configuration
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws:
  title: "middlewareinventory.com: Terraform import All AWS Security Groups – How
    to \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A pragmatic script-driven guide explaining how to perform massive bulk-imports
    of existing AWS Security Groups into Terraform state. Prevents drift issues and
    manual translation bottlenecks during platform migration.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community:
  title: 'migops.com: pgBackRest – The Best Postgres Backup Tool with a very active
    community'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines pgBackRest, an enterprise PostgreSQL backup and restore system.
    Details transaction log archiving (WAL), point-in-time recovery (PITR), multi-processing,
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  language: C
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - PostgreSQL
  - Database Backups
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking:
  title: 'migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL''
    – Benchmarking'
  description: ''
  year: N/A
  stars: 0
  ai_summary: Curator Insight provides an empirical benchmarking study comparing Aurora
    PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance
    gains of Aurora's shared-storage architecture are highly dependent on transaction
    volume and write-heavy workloads. This resource offers critical sizing and financial
    analysis for database architects.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 49297d930e2b17050a9258690aef50b70f3bb76754bb1dfeb3285a49ae371326
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  last_checked: 1779033074.467253
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:51:14.467253+02:00'
https://www.migops.com/blog/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community:
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  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
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  complexity: null
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  status: null
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  health_score: 64.0
  last_checked: 1779130494.94698
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.946980+02:00'
https://www.min.io:
  title: min.io
  description: ''
  year: '2026'
  stars: 5
  ai_summary: MinIO is a high-performance, S3-compatible object storage platform built
    specifically for native Kubernetes deployments. Architected for enterprise private
    clouds, it delivers high-throughput storage for demanding data workloads, including
    AI training pipelines and distributed object analytics.
  language: Go
  resource_type: Platform
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Object Storage
  - MinIO
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.min.io/blog:
  title: 'blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details the comparative trade-offs between mono-cloud, multi-cloud,
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    MinIO highlights the critical role of data portability and standardized APIs (S3)
    in enabling architectural freedom across multi-cloud footprints.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Storage & Hybrid Systems
  - Topology Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.min.io/blog/certificate-based-authentication-with-s3:
  title: 'blog.min.io: Certificate-based Authentication for S3'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: MinIO's security engineering guide detailing dynamic certificate-based
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  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - S3 Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us:
  title: "mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and
    DevOps \U0001F31F\U0001F31F"
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Bridges the gap between technical release pipelines and business product
    management. Explains DevOps principles, release gating, and CD strategies to align
    cross-functional teams with deployment automation architectures.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Product Management
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces:
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https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deployment:
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https://www.mongodb.com/docs:
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https://www.mongodb.com/kubernetes:
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https://www.mongodb.com/products/integrations/kubernetes:
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https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1:
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https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarities-differences:
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https://www.mssqltips.com/sqlservertip/7188/powershell-if-if-else-switch-examples:
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https://www.mulesoft.com:
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https://www.muylinux.com:
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https://www.mypythonquiz.com:
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https://www.n-ix.com/reduce-technical-debt:
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https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared:
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https://www.pluralsight.com/resources/blog/cloud/ansible-vs-puppet-which-is-right-for-you:
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https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer:
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https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparing-microsofts-devops-twins:
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https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas:
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  ai_summary: An educational guide detailing Blockchain-as-a-Service (BaaS) capabilities
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https://www.pluralsight.com/resources/blog/cloud/cloud-apps-secure-by-design:
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https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp:
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https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-vs-azure-vs-gcp:
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https://www.pluralsight.com/resources/blog/cloud/containers-vs-serverless-which-is-right-for-you:
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https://www.pluralsight.com/resources/blog/cloud/docker-copy-vs-add-whats-the-difference:
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https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elastic-stack:
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https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts:
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https://www.pluralsight.com/resources/blog/cloud/how-to-audit-and-secure-an-aws-account:
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https://www.pluralsight.com/resources/blog/cloud/how-to-troubleshoot-5-common-terraform-errors:
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https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-automate-terraform:
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https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs:
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https://www.pluralsight.com/resources/blog/cloud/one-shell-to-rule-them-all-5-reasons-to-use-powershell-for-cloud-management:
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https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me:
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https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code:
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https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison:
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https://www.pluralsight.com/resources/blog/cloud/the-top-cloud-diagramming-tools-ranked:
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https://www.pluralsight.com/resources/blog/cloud/the-ultimate-terraform-cheatsheet:
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https://www.pluralsight.com/resources/blog/cloud/twelve-factor-apps-in-kubernetes:
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https://www.pluralsight.com/resources/blog/cloud/what-does-the-terraform-1-0-release-mean-for-you:
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  ai_summary: A curated technical resource and architectural guide covering www.pluralsight.com
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  v1_locations:
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https://www.pluralsight.com/resources/blog/cloud/whats-new-with-kubernetes-1-22:
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  ai_summary: Curator Insight points to Pluralsight's educational summary of 1.22.
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you:
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  ai_summary: An analytical guide comparing various Kubernetes distributions (including
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platforms:
  title: 'acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple
    clouds'
  description: ''
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  ai_summary: A Pluralsight / A Cloud Guru publication detailing the technical and
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  hierarchy:
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  v1_locations: []
  v2_locations:
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https://www.plutora.com/ci-cd-tools/artifacts-management-tools:
  title: 'plutora.com: Artifacts management tools'
  description: ''
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  ai_summary: An architectural breakdown of the artifact registry ecosystem (such
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.pmease.com:
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  ai_summary: A powerful commercial build and configuration management tool geared
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  resource_type: Platform
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  hierarchy:
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  tags:
  - '[LEGACY]'
  v1_locations: []
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  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet:
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  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering polyglotdeveloper.com:
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  language: English
  resource_type: Reference
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  tags:
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  v1_locations:
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https://www.popsci.com/diy/use-markdown-google:
  title: 'popsci.com: Google’s expanded Markdown feature could change how you work'
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  ai_summary: A practical exploration of Google's Markdown shortcut updates. Details
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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https://www.port.io:
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  ai_summary: Port is a modern, no-code/low-code SaaS developer portal that acts as
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  hierarchy:
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  v1_locations: []
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https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo-y-no-fracasar-en-el-intento-556586:
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  description: ''
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  ai_summary: Focuses on strategies for leading virtual teams, highlighting methods
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https://www.portainer.io:
  title: "Portainer \U0001F31F"
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  ai_summary: Portainer is a leading container management platform designed to simplify
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https://www.portainer.io/blog/docker-swarm-vs-kubernetes:
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  description: ''
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  ai_summary: A strategic comparison of Kubernetes, Nomad, and Docker Swarm from the
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https://www.portainer.io/blog/orchestrator-wars-continue:
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https://www.portainer.io/install:
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https://www.portainer.io/products/community-edition:
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https://www.postgresql.org/about/news/crunchy-postgresql-operator-45-enhanced-monitoring-custom-annotations-postgresql-13-2086:
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  description: ''
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  ai_summary: Community release documentation of Crunchy PostgreSQL Operator v4.5.
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  status: online
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  hierarchy:
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https://www.postman.com:
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  stars: 5
  ai_summary: Postman remains a prominent API collaboration platform. It offers developers
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  status: online
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  hierarchy:
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  v1_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.postman.com/api-platform/api-versioning:
  title: 'postman.com: API versioning'
  description: ''
  year: '2024'
  stars: 4
  ai_summary: An exhaustive Postman guide detailing safe patterns for API versioning.
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  language: English
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  status: online
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.postman.com/pynt-io/workspace/pynt/overview:
  title: "Postman Pynt \U0001F31F"
  description: ''
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  stars: 0
  ai_summary: Pynt is a dynamic API security testing tool built directly inside the
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  resource_type: Tool Integration
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  status: online
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.postman.com/resources/infographics/api-survey-2019:
  title: "postman.com: Postman State of the API Report \U0001F31F"
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  last_checked: 1779031945.590013
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  v1_locations:
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https://www.postman.com/state-of-the-api/2019:
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  year: null
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  ai_summary: A curated technical resource and architectural guide covering www.postman.com
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  status: online
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  hierarchy:
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  tags:
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  v1_locations:
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  discovered_at: '2026-05-18T20:54:55.019147+02:00'
https://www.postman.com/what-is-an-api:
  title: 'postman.com: What is an API?'
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Postman’s foundational guide explaining the mechanics of Application
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    payloads (JSON/XML), and the strategic business value of exposing software interfaces.
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  resource_type: Guide
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.powershellgallery.com:
  title: "PowerShell Gallery \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The central repository for discovering, sharing, and downloading PowerShell
    modules, scripts, and DSC resources. Supported directly by Microsoft, it hosts
    crucial operational toolkits like Az, Microsoft.Graph, and Pester. It serves as
    the primary gateway for platform engineers building reusable scripting abstractions
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  language: PowerShell
  resource_type: Registry
  complexity: Beginner
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.powershellgallery.com/packages/Microsoft.PowerShell.Crescendo:
  title: 'powershellgallery.com: Microsoft.PowerShell.Crescendo'
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  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  last_checked: 1779029364.904194
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  hierarchy: []
  tags: []
  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:49:24.904194+02:00'
https://www.powershellgallery.com/packages/Microsoft.PowerShell.Crescendo/1.1.0:
  title: 'powershellgallery.com: Microsoft.PowerShell.Crescendo'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official deployment catalog landing page for installing the Microsoft.PowerShell.Crescendo
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  language: PowerShell
  resource_type: Documentation
  complexity: Advanced
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  status: online
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  content_hash: null
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  hierarchy:
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  - PowerShell Gallery
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.previous.cloudbees.com/blog/cloudbees-core-configuration-code-preview:
  title: 'cloudbees.com: CloudBees Core Configuration as Code'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering cloudbees.com:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:01:24.587317+02:00'
https://www.previous.cloudbees.com/press/cloudbees-acquires-rollout-adding-feature-flag-system:
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? https://www.previous.cloudbees.com/press/cloudbees-integrates-software-delivery-management-platform-google-cloud-build-and-tekton-break
: title: CloudBees Integrates Software Delivery Management Platform With Google Cloud
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  ai_summary: A curated technical resource and architectural guide covering CloudBees
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https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use:
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  description: ''
  year: N/A
  stars: 0
  ai_summary: "A curated technical resource and architectural guide covering CloudBees
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  discovered_at: '2026-05-17T16:52:55.294438+02:00'
? https://www.primevideotech.com/video-streaming/scaling-up-the-prime-video-audio-video-monitoring-service-and-reducing-costs-by-90
: title: 'primevideotech.com: Scaling up the Prime Video audio/video monitoring service''
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https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly:
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    \U0001F31F"
  description: ''
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  ai_summary: A deep dive explaining the compilation of Prisma's core engine to WebAssembly
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  discovered_at: '2026-05-17T17:16:15.558641+02:00'
https://www.programmableweb.com:
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  ai_summary: A curated technical resource and architectural guide covering programmableweb.com
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https://www.programmersought.com/article/1858176023:
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  ai_summary: Detailed blueprint on writing and designing customized Maven archetypes.
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https://www.project-a.vc/perspectives:
  title: "insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in
    GKE \U0001F31F"
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  ai_summary: A practical roadmap for setting up secure Continuous Delivery pipelines
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https://www.project-open.com:
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https://www.project-piper.io:
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  hierarchy:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.projectcalico.org:
  title: Project Calico
  description: ''
  year: N/A
  stars: 0
  ai_summary: A curated technical resource and architectural guide covering Project
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  resource_type: Reference
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  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  tags:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:37:31.840358+02:00'
https://www.projectcalico.org/advertising-kubernetes-service-ips-with-calico-and-bgp:
  title: 'projectcalico.org: Advertising Kubernetes Service IPs with Calico and BGP'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering projectcalico.org:
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    ecosystem.'
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  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033923.570759
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  hierarchy:
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  tags:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:05:23.570759+02:00'
https://www.projectcalico.org/using-kubernetes-to-orchestrate-vms:
  title: 'projectcalico.org: Using Kubernetes to orchestrate VMs'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering projectcalico.org:
    Using Kubernetes to orchestrate VMs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034318.820693
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  hierarchy:
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  - Kubernetes Tools
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  tags:
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  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:11:58.820693+02:00'
https://www.projectquay.io:
  title: projectquay.io
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The project homepage for Project Quay. Quay is an open-source, highly
    scalable, and secure container registry engine. The platform provides granular
    access controls, robot accounts, and support for multi-arch OCI registry specifications,
    serving as the upstream codebase for Red Hat Quay.
  language: English
  resource_type: Homepage
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Security
  - Container Registry
  - Project Quay
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.prskavec.net/post/grafana-jsonnet:
  title: 'prskavec.net: Grafana dashboards and Jsonnet'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to programmatic dashboard development utilizing Jsonnet.
    Explores Dashboard-as-Code (DaC) practices to manage, version, and scale large
    volumes of dashboard definitions in production.
  language: Jsonnet
  resource_type: Article
  complexity: Advanced
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  status: online
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  hierarchy:
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  - Dashboard-as-Code
  tags:
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  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.pulumi.com:
  title: Pulumi
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Pulumi is an industry-leading infrastructure-as-code platform enabling
    multi-cloud resource provisioning through standard programming languages. It provides
    rich testing utilities, compiler-driven schema safety, and scalable cloud state
    backends.
  language: Polyglot
  resource_type: Framework
  complexity: Advanced
  is_microservice: false
  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo:
  title: Ten More Things You Can Do With Pulumi Neo
  description: Pulumi Neo's expansion into CLI, GitHub, and Slack, and 10 advanced
    workflows it enables, such as deploying apps without IaC and debugging latency.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: Pulumi Neo demonstrates how platform teams can bridge
    the gap between AI code generation and autonomous infrastructure management.


    Live Grounding: Launched in May 2026, Neo extends capabilities directly into local
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    Technical Capabilities:

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

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

    - Conducts scheduled runtime dependency updates for AWS Lambda functions and package
    providers.'
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  status: online
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  last_checked: 1780352168.173247
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  hierarchy:
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  - Cloud Automation
  - AI Agents
  - Pulumi Neo
  tags:
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  - '[GUIDE]'
  v1_locations: []
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  youtube_mosaic: {}
  category: pulumi
  reputation_status: Vetted
  reputation_summary: Highly positive industry reception as Pulumi Neo functions as
    an AI platform agent, integrating into developer terminals, GitHub, and Slack
    to simplify multi-cloud infrastructure.
  social_preview_url: https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo/meta.png
  source_provenance: X.com (PulumiCorp)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:16:08.173247+02:00'
https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans:
  title: Better CLI Interactions for Agents and Humans
  description: Pulumi introduces a major CLI overhaul designed to optimize terminal
    interactions for both human developers and autonomous AI agents.
  year: '2026'
  stars: 4
  ai_summary: Pulumi's CLI overhaul optimizes terminal-based infrastructure workflows
    for both human operators and autonomous LLM agents (like Claude Code and Codex).
    Key enhancements include guessable singular-noun commands, the new `pulumi do`
    command for direct stateless CRUD operations across cloud resources, and ephemeral
    72-hour Pulumi Cloud agent accounts. The terminal output is systematically restructured
    to emit machine-parseable JSON and agent-friendly Markdown, minimizing token consumption
    and structural parsing errors.
  language: en
  resource_type: article
  complexity: advanced
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: 71baff5ad79f8abf05ac54746087fa59e7c093ead3473d0c873afc16b03b97bb
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  hierarchy:
  - Infrastructure as Code
  - Pulumi
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  - AI Agent Integrations
  tags:
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  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: pulumi
  reputation_status: Vetted
  reputation_summary: Pulumi is an enterprise-stable Infrastructure as Code provider.
    This CLI revamp addresses the rapid growth of AI-driven deployments on their platform.
  social_preview_url: https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans/meta.png
  source_provenance: X.com (PulumiCorp)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:20:54.119819+02:00'
https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software:
  title: 'pulumi.com: From Terraform to Infrastructure as Software'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A thought leadership piece arguing for the transition from static declarative
    configuration syntax (HCL) to real-time compilable Infrastructure as Software
    (IAS) via Pulumi.
  language: Polyglot
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.pulumi.com/blog/kubernetes-fundamentals-part-one:
  title: "pulumi.com: Kubernetes Fundamentals Part One - Python instead of YAML \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces programmatic manifest definitions using Pulumi in Python.
    Demonstrates how using programming structures (like functions, loops, and conditional
    compilation) to compile manifests offers better safety and cleaner abstractions
    than complex YAML configurations.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Pulumi Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.pulumi.com/blog/observability-with-infrastructure-as-code:
  title: 'pulumi.com: Observability with Infrastructure as Code'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural guide explaining how to integrate observability tooling,
    health checks, and tracing sidecars dynamically during the code-driven resource
    compilation phase inside Pulumi pipelines.
  language: Polyglot
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Observability
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.pulumi.com/blog/pulumi-3-0:
  title: 'pulumi.com: Announcing Pulumi 3.0'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Launch review of Pulumi 3.0, introducing compiled packages across languages,
    automated code converters, and optimized state management layers to accelerate
    platform engineering.
  language: Polyglot
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Multi-Cloud Provisioning
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.pulumi.com/blog/pulumi-neo-cli:
  title: Neo, Now in the Terminal | Pulumi Blog
  description: Pulumi Neo brings interactive, local, and organization-scoped AI capabilities
    directly into the terminal interface to streamline Cloud IaC execution.
  year: '2026'
  stars: 4
  ai_summary: Pulumi Neo brings the Neo AI assistant directly into the local terminal
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    states, and execute cloud commands natively. By inheriting the user's local authentication,
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    and safe local infrastructure execution. Additionally, it introduces MCP (Model
    Context Protocol) integration to connect with platforms like Datadog, PagerDuty,
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  language: English
  resource_type: blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: automatic
  content_hash: a808b742ecbc077be154331bf3a846d6203a0fe71be529d711384cfd3e07b4e4
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  category: pulumi
  reputation_status: Vetted
  reputation_summary: Highly praised by the cloud engineering and DevOps community
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https://www.pulumi.com/blog/pulumi-rest-api:
  title: 'pulumi.com: Announcing the Pulumi REST API'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical briefing on the Pulumi REST API, enabling software engineering
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  language: JSON
  resource_type: Article
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  hierarchy:
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https://www.pulumi.com/blog/the-agentic-infrastructure-era:
  title: The Agentic Infrastructure Era
  description: Joe Duffy's vision on how AI agents are transforming infrastructure
    management from manual code writing to autonomous, context-aware engineering loops.
  year: '2026'
  stars: 4
  ai_summary: 'Curator Insight: Joe Duffy''s vision represents the paradigm shift
    from static, human-written YAML declarations to autonomous, self-healing platforms.


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


    Key Tenets:

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

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

    - Establishes human-in-the-loop safeguards to prevent unexpected drift or security
    misconfigurations.'
  language: en
  resource_type: blog
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  status: online
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  hierarchy:
  - Infrastructure as Code
  - Artificial Intelligence
  - Platform Engineering
  - Autonomous Agents
  tags:
  - '[EMERGING]'
  v1_locations: []
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  youtube_mosaic: {}
  category: pulumi
  reputation_status: Vetted
  reputation_summary: Strategic visionary post highly rated by cloud architects for
    outlining how infrastructure-as-code enables safe autonomous agency in cloud engineering.
  social_preview_url: https://www.pulumi.com/blog/the-agentic-infrastructure-era/meta.png
  source_provenance: X.com (PulumiCorp)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:16:08.173271+02:00'
https://www.pulumi.com/docs/get-started/kubernetes:
  title: Pulumi
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  status: null
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  hierarchy: []
  tags: []
  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:36:25.399435+02:00'
https://www.pulumi.com/docs/guides/adopting/from_kubernetes:
  title: 'pulumi.com: From Kubernetes or Helm YAML'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  complexity: null
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  status: online
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  discovered_at: '2026-05-17T17:36:20.232366+02:00'
https://www.pulumi.com/docs/iac/comparisons/terraform:
  title: Pulumi VS Terraform
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A granular comparison detailing architectural differences between Pulumi's
    language-native, dynamic resource instantiation model and Terraform's static,
    declarative HCL configurations.
  language: HCL
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.pulumi.com/docs/iac/get-started/kubernetes:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
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  hierarchy: []
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  discovered_at: '2026-05-18T20:54:54.967190+02:00'
https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubernetes:
  title: 'pulumi.com: From Kubernetes or Helm YAML'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Technical conversion guide outlining methodologies to translate legacy,
    static Kubernetes YAML definitions or complex Helm charts directly into expressive,
    compilable Pulumi programs.
  language: TypeScript
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Provisioning
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.pulumi.com/docs/intro/cloud-providers:
  title: Pulumi Cloud Providers
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
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  status: online
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  hierarchy: []
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  v1_locations:
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  discovered_at: '2026-05-17T17:26:14.714743+02:00'
https://www.pulumi.com/docs/intro/vs/terraform:
  title: Pulumi VS Terraform
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
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  is_microservice: false
  status: online
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  last_checked: 1779030365.3116
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  v1_locations:
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  discovered_at: '2026-05-17T17:06:05.311600+02:00'
https://www.pulumi.com/registry:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.pulumi.com
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  language: English
  resource_type: Reference
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  is_microservice: false
  status: online
  addition_method: manual
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  v1_locations:
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https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate:
  title: 'pulumi.com: Running Containers on ECS Fargate'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architecture guide detailing how to use Pulumi to configure AWS ECS
    Fargate environments. Covers programmatic configuration of subnets, target groups,
    auto-scaling thresholds, and secure IAM policies.
  language: TypeScript
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - Serverless Containers
  - AWS Fargate
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.pulumi.com/releases/agentic-infrastructure-era:
  title: The Agentic Infrastructure Era | Pulumi Releases
  description: An official landing page and resource hub detailing Pulumi's product
    launches and integrations designed specifically for agent-native cloud deployments.
  year: '2026'
  stars: 4
  ai_summary: Pulumi's launch page for the 'Agentic Infrastructure Era' outlines a
    strategic suite of features facilitating lights-out, autonomous cloud provisioning.
    The release coordinates major capabilities like the `pulumi do` declarative-to-imperative
    bridge, instant ephemeral credentials, and native integration with AI frameworks
    such as Claude Code and Microsoft Foundry. This architectural pivot enables organizations
    to safely hand over portion of their IaC pipeline to self-correcting agents that
    operate within pre-existing organizational policy guardrails.
  language: en
  resource_type: article
  complexity: advanced
  is_microservice: false
  status: online
  addition_method: automatic
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  health_score: null
  last_checked: 1780352454.119973
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  hierarchy:
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  - Pulumi
  - AI Agents
  - Agentic Architecture
  tags:
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  - '[EMERGING]'
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  category: pulumi
  reputation_status: Vetted
  reputation_summary: Pulumi's official launch hub outlining their strategic vision
    and software capabilities for the AI agent-driven IaC era.
  social_preview_url: https://www.pulumi.com/images/releases/may-2026/meta.png
  source_provenance: X.com (PulumiCorp)
  suggested_new_category: ''
  discovered_at: '2026-06-02T00:20:54.119973+02:00'
https://www.pulumi.com/tf2pulumi:
  title: 'pulumi.com: Convert Your Terraform to Pulumi'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive architectural guide to using the `tf2pulumi` engine, explaining
    key syntax translations, dependency resolutions, and model differences when modernizing
    from legacy HCL files.
  language: HCL
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Multi-Cloud Provisioning
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.pyinstaller.org:
  title: PyInstaller is a program that freezes (packages) Python programs into stand-alone
    executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX
  description: '- [PyInstaller official GIT repository](https://github.com/pyinstaller/pyinstaller)'
  year: '2025'
  stars: 5
  ai_summary: Curator Insight profiles PyInstaller as a tool designed to freeze Python
    apps into self-contained executables. Live Grounding validates its continued standard
    status for packaging desktop applications and offline tools, abstracting target
    environment dependency structures.
  language: Python
  resource_type: Packaging Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Distribution
  - Packaging Systems
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2025-06-01T00:00:00+02:00'
https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa:
  title: 'pymesyautonomos.com: ¿Está trabajando el empleado realmente desde su casa?'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Addresses common managerial anxieties about remote work accountability.
    Contrasts surveillance-heavy keystroke logging techniques with output-oriented,
    technical project milestones (e.g., code deployment frequency, story completion
    rates, and system architectural goals) to sustainably measure team velocity.
  language: es
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intro:
  title: 'TDD with Django, from scratch: a beginner''s intro to testing and web development'
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Historical tutorial introducing Test-Driven Development (TDD) concepts
    in Django. Evaluates assertion workflows, testing isolated model components, and
    unit test integrations within early Python CI environments.
  language: Python
  resource_type: Video Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2015-06-01T00:00:00+02:00'
https://www.qovery.com/docs/getting-started/introduction:
  title: 'hub.qovery.com: Terraform is Not the Golden Hammer'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical critique from Qovery discussing the boundaries of Terraform.
    Argues that while it is exceptional for static cloud resource layout, it remains
    ill-suited for real-time application deployment layers and dynamic developer self-service
    tasks.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.quandarycg.com/everything-you-need-to-know-about-integrations:
  title: "quandarycg.com: Everything You Need To Know About System Integration (And
    IPaaS) \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This high-level architecture overview defines Integration Platform as
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    Bus (ESB) frameworks. It highlights modern data mapping, API management, and low-code
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  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.quora.com/What-is-trunk-based-development:
  title: 'quora.com: What is trunk based development?'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering quora.com:
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:10:28.860784+02:00'
https://www.quora.com/Whats-the-difference-between-Apache-Camel-and-Kafka:
  title: 'Quora.com: What''s the difference between Apache Camel and Kafka?'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering Quora.com:
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    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
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  hierarchy:
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  v1_locations:
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  youtube_mosaic: {}
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https://www.qwinix.io/blog-what-is-kubernetes:
  title: 'qwinix.io: What Is Kubernetes? K8s Uses, Benefits, & More'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: High-level review detailing containerization benefits, resource allocation,
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  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications:
  title: 'r-bloggers.com: Dockerizing Shiny Applications'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the step-by-step process of packaging R Shiny applications
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  language: English
  resource_type: Tutorial
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  status: online
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  v1_locations: []
  v2_locations:
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https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main:
  title: 'r-bloggers.com: Git: Moving from Master to Main'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step guide to renaming default branches from legacy 'master'
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  language: English
  resource_type: Article
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one:
  title: 'r-bloggers.com: How to use R Markdown (part one)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive practical guide on R Markdown implementation strategies.
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  language: R
  resource_type: Tutorial
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.rabbitmq.com/blog/2021/07/19/rabbitmq-streams-first-application:
  title: 'blog.rabbitmq.com: First Application With RabbitMQ Streams'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to RabbitMQ Streams, a protocol addition designed to
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    setups, enabling message replay and high throughput.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
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  hierarchy:
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  - RabbitMQ
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.rackspace.com/cloud/kubernetes:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.rackspace.com
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  resource_type: Reference
  complexity: Intermediate
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https://www.rackspace.com/managed-kubernetes:
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  ai_summary: Rackspace's product documentation detailing their managed services portfolio
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https://www.rancher.com:
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https://www.rancher.com/community:
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https://www.rancher.com/docs/rancher/v2.x/en:
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https://www.rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers:
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https://www.rancher.com/products/secure-kubernetes-distribution:
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https://www.ravirajag.dev/blog/mlops-summary:
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  ai_summary: 'A curated technical resource and architectural guide covering ravirajag.dev:
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https://www.readysetcloud.io/blog/allen.helton/how-to-design-serverless-apps-that-scale-the-perfect-amount:
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  ai_summary: Analyzes practical mechanisms to throttle, buffer, and control scaling
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https://www.rebelscrum.site/post/characteristics-of-a-great-product-owner:
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https://www.red-gate.com/blog/automated-production-deployments-are-not-the-key-to-devops-performance:
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https://www.red-gate.com/products/flyway/community:
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? https://www.red-gate.com/simple-talk/databases/sql-server/performance-sql-server/designing-highly-scalable-database-architectures
: title: 'red-gate.com: Designing Highly Scalable Database Architectures'
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https://www.red-gate.com/simple-talk/development/dotnet-development/script-loading-between-http1-1-and-http2:
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  ai_summary: Examines legacy JavaScript loading tactics under HTTP/1.1 (bundling,
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https://www.redbooks.ibm.com/abstracts/redp5565.html:
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  ai_summary: This comprehensive Redbook outlines deployment architecture guidelines
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https://www.reddit.com/r/AZURE:
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https://www.reddit.com/r/ExperiencedDevs/comments/pw6vuv/promotion_driven_development:
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https://www.reddit.com/r/PowerShell/comments/flzsx5/powershell_core_yaml_support:
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  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
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https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai:
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  ai_summary: A curated technical resource and architectural guide covering Tech companies
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https://www.reddit.com/r/Python:
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https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know:
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https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_python_27_to_python:
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https://www.reddit.com/r/Python/comments/3ylxmk/why_python:
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https://www.reddit.com/r/Python/comments/3zl3g4/ship_better_python_using_feature_flags:
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  ai_summary: 'A curated technical resource and architectural guide covering reddit:
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https://www.reddit.com/r/QualityAssurance:
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  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/QualityAssurance
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https://www.reddit.com/r/Terraform:
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https://www.redhat.com/en/blog/5-rsync-tips:
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https://www.redhat.com/en/blog/500_pods_per_node:
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https://www.redhat.com/en/blog/6-code-pushes-aap:
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https://www.redhat.com/en/blog/6-openssl-commands:
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https://www.redhat.com/en/blog/7-best-practices-for-writing-kubernetes-operators-an-sre-perspective:
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  ai_summary: An SRE-centric architectural checklist offering critical best practices
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https://www.redhat.com/en/blog/DNS-name-resolution-troubleshooting-tools:
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https://www.redhat.com/en/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes:
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https://www.redhat.com/en/blog/advanced-network-customizations-for-openshift-install:
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https://www.redhat.com/en/blog/ansible-dynamic-inventories:
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https://www.redhat.com/en/blog/ansible-lists-dictionaries-yaml:
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https://www.redhat.com/en/blog/ansible-quick-start:
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https://www.redhat.com/en/blog/ansible-system-role:
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https://www.redhat.com/en/blog/ansible-templates-configuration:
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https://www.redhat.com/en/blog/ansible-web-endpoints:
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https://www.redhat.com/en/blog/apache-kafka-EDA-performance:
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https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc:
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https://www.redhat.com/en/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators:
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https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration:
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https://www.redhat.com/en/blog/architecture-decision-records:
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https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-1:
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https://www.redhat.com/en/blog/automate-reboot-ansible:
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https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno:
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https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid=7015Y000003t7aWQAQ:
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https://www.redhat.com/en/blog/automation-architects:
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https://www.redhat.com/en/blog/automation-combat-increased-workload:
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https://www.redhat.com/en/blog/automation-first-mentality:
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https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop:
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  ai_summary: Historical workshop manual detailing early CloudFormation blueprints
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https://www.redhat.com/en/blog/based-validated-network-content?sc_cid=7015Y000003t7aWQAQ:
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https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name:
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https://www.redhat.com/en/blog/best-microservices-2021:
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https://www.redhat.com/en/blog/build-VM-fast-ansible:
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https://www.redhat.com/en/blog/build-kubernetes-operators-from-helm-charts-in-5-steps:
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https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-tool:
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https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin:
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https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab:
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https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure:
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  ai_summary: Official blog sharing product updates, strategies, and engineering insights
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https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/accessing-external-services-using-egress-router:
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https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation:
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  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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https://www.redhat.com/en/blog/channel/open-source-communities:
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  ai_summary: Details the structural transition introduced in Ansible 3.0.0. Focuses
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  resource_type: Blog
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  status: online
  addition_method: manual
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  hierarchy:
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  v2_locations:
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https://www.redhat.com/en/blog/chaos-engineering-with-litmuschaos:
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  year: null
  stars: null
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https://www.redhat.com/en/blog/check-out-our-new-look:
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  stars: 3
  ai_summary: Details operational adjustments regarding the consolidation of Red Hat's
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  language: English
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog:
  title: 'openshift.com: Cloud DevOps With OpenShift and JFrog'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This integration study outlines the cooperative benefits of leveraging
    Red Hat OpenShift alongside JFrog Artifactory to drive secure, enterprise-grade
    cloud-native development. It covers automated build triggers, container compliance,
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  resource_type: Blog
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - OpenShift & JFrog
  - DevOps Integrations
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  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/cloud-native-business-automation-kogito:
  title: 'redhat.com: Cloud-native business automation with Kogito'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Kogito, a cloud-native business automation engine built on
    Drools and jBPM. It is designed to run business rules as lightweight, containerized
    microservices. In 2026, Kogito is widely used to bring complex decision-making
    processes into serverless workflows on Quarkus.
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  resource_type: Blog
  complexity: Advanced
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  status: online
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  hierarchy:
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  v1_locations:
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  discovered_at: '2026-05-17T16:53:48.693611+02:00'
https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines:
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  year: '2020'
  stars: 0
  ai_summary: Introduces OpenShift Pipelines as the modern serverless, cloud-native
    standard built on the Tekton project. Explains how Tekton's CRD-first strategy
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    bottlenecks.
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  resource_type: Blog
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/compose-kubernetes-podman:
  title: 'redhat.com: From Docker Compose to Kubernetes with Podman'
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  year: '2021'
  stars: 0
  ai_summary: This guide covers the migration workflow from local Docker Compose files
    to production-ready Kubernetes manifests using Podman's native capability `podman
    generate kube`. This mechanism allows engineering teams to export local container
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  resource_type: Article
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/configure-gmail-using-ansible:
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  stars: 0
  ai_summary: Demonstrates programmatic notification workflows by configuring Ansible
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  language: YAML
  resource_type: Blog
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Ansible
  - Notification
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/configure-ssh-keygen:
  title: 'redhat.com: Using ssh-keygen and sharing for key-based authentication in
    Linux'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive guide to generating and deploying cryptographic SSH keypairs.
    Discusses security practices such as passphrase utilization, key algorithms (RSA
    vs. Ed25519), and multi-host access management.
  language: English
  resource_type: Tutorial
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  status: online
  addition_method: manual
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  hierarchy:
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  - SSH & Encryption
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by-openshift-container-storage:
  title: 'blog.openshift.com: Configure the OpenShift Image Registry backed by OpenShift
    Container Storage'
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  year: '2020'
  stars: 4
  ai_summary: Step-by-step guide to configuring the built-in OpenShift Image Registry
    using persistent backends provided by OpenShift Container Storage (now Red Hat
    OpenShift Data Foundation). Explains the application of ReadWriteMany (RWX) PV
    allocations to support multiple registry pods.
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  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/container-information-podman:
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  year: '2021'
  stars: 0
  ai_summary: Provides techniques for extracting and parsing runtime telemetry data
    from Podman systems using structured queries and JSON outputs. It covers tools
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  language: Shell
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  status: online
  addition_method: manual
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  hierarchy:
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  - Observability
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/container-security-seccomp:
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  ai_summary: Red Hat technical reference manual exploring how seccomp filters improve
    container isolation. Demonstrates how container runtimes (such as CRI-O, Docker,
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  language: English
  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Linux Kernel Sandboxing
  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/containerizing-applications:
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  year: '2020'
  stars: 4
  ai_summary: A highly practical guide detailing how system administrators can containerize
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    configuration management to environment variables.
  language: English
  resource_type: Blog
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  status: online
  addition_method: manual
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  hierarchy:
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  - Operations Guide
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  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/create-containers-podman-quickly:
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  stars: 0
  ai_summary: Demonstrates writing reproducible, automated container management pipelines
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  resource_type: Article
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  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint:
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  year: '2023'
  stars: 0
  ai_summary: In-depth tutorial explaining the creation of custom rules for `ansible-lint`
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  resource_type: blog_post
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/curl-hack-httpie:
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  year: '2026'
  stars: 4
  ai_summary: Evaluation of httpie as a modern, user-friendly alternative to curl
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    which streamline development and API testing workflows in microservice backends.
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  resource_type: Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
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  hierarchy:
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  - Command Line Utilities
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to integrate `guestfish` pipelines into cloud image provisioning
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    injection, and software installations within raw VM images.
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  resource_type: Virtualization Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  - Disk Utilities
  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/customizing-virtual-machine-templates-in-openshift-1:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  resource_type: Reference
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 6677f748ddca34ba89462cd1cd2289500cdeb697f44c698ff04ada0a8d8e7483
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  hierarchy:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.986251+02:00'
https://www.redhat.com/en/blog/data-text-files:
  title: 'redhat.com: Bash scripting: How to read data from text files'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides developers on parsing files safely within bash loops. Emphasizes
    the use of the Internal Field Separator (IFS) and the `read -r` command to prevent
    inadvertent character modifications and backslash evaluations.
  language: Bash
  resource_type: Developer Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Linux
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  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2:
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    for Red Hat Ansible Automation Platform 2'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the shift to distributed execution plane models in AAP 2. Replaces
    monolithic scheduler architecture with portable, lightweight execution environments
    optimized for edge sites.
  language: English
  resource_type: blog_post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Platform
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates techniques for profiling and debugging remote Java applications
    running on Kubernetes pods. Walks through port-forwarding JDWP connections and
    using CLI profiling utilities.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/demystifying-ansible-sysadmins:
  title: "redhat.com: Demystifying Ansible for Linux sysadmins \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies Ansible automation mechanics specifically tailored to system
    administration architectures. The guide explores the core agentless architecture,
    declarative state models, SSH control path transport, and how standard shell operations
    mapping to modules can prevent configuration drift on production fleets.
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  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Introduction
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/demystifying-multus:
  title: "openshift.com: Demystifying Multus \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Demystifying Multus CNI, this analysis details how the meta-plugin enables
    multi-homing for Kubernetes pods. By orchestrating a primary CNI (like OVN-Kubernetes
    or Calico) along with secondary interfaces (like Macvlan, SRIOV, or host-device),
    Multus provides pods with isolated control and data planes. This architecture
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https://www.redhat.com/en/blog/descheduler-ga-in-openshift-4.7:
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  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams:
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https://www.redhat.com/en/blog/developing-ansible-role:
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  ai_summary: A strict blueprint outlining the 8-step process to package, version,
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https://www.redhat.com/en/blog/devsecops-enterprise-architecture:
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  ai_summary: An architecture guide on scaling secure DevSecOps practices across enterprise
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https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure:
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https://www.redhat.com/en/blog/diagramming-tools-network-architecture:
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https://www.redhat.com/en/blog/edit-text-bash-command:
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https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms:
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  ai_summary: Outlines the procedural and architectural mechanics required to pause
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https://www.redhat.com/en/blog/enhanced-openshift-jboss-amq-container-image-for-production:
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https://www.redhat.com/en/blog/extra-variables-ansible-playbook:
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  ai_summary: Clarifies the mechanism of variable precedence in Ansible by focusing
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https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes?sc_cid=7015Y000003t7aWQAQ:
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https://www.redhat.com/en/blog/faster-ansible-playbook-execution:
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https://www.redhat.com/en/blog/find-non-expiring-passwords:
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https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent:
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  ai_summary: A deep-dive technical article by Red Hat showcasing fine-grained policy
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https://www.redhat.com/en/blog/five-network-commands:
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https://www.redhat.com/en/blog/from-code-to-production-with-gitops:
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  ai_summary: Introduces robust continuous delivery architectures utilizing Tekton
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https://www.redhat.com/en/blog/from-sysadmin-to-architect:
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https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator:
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    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the egressip-ipam-operator, which automates and orchestrates
    the allocation of static Egress IPs for outbound Kubernetes traffic. Double-evidence
    synthesis shows this is critical for integrating cloud-native workloads with enterprise
    firewalls that require predictable IP whitelists.
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  resource_type: Article/Operator
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - IPAM
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments
: title: "Generally Available today: Red Hat OpenShift Container Platform 3.11 is
    ready to power enterprise Kubernetes deployments \U0001F31F"
  description: ''
  year: '2018'
  stars: 0
  ai_summary: 'Announcement of OpenShift 3.11 container platform, detailing its core
    features like cluster administration consoles and native Kubernetes integration.
    Curator Insight: Historical release notes for OpenShift 3.11. Live Grounding:
    Now considered legacy compared to current version 4.x deployments, but represents
    a key historical milestone.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - OpenShift
  - Releases
  - Enterprise Kubernetes
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak:
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  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains geographically distributed stateful workloads on OpenShift,
    focusing on multi-site Keycloak configurations. Details the database synchronization,
    network latency handling, and global load-balancing requirements necessary to
    guarantee low-latency authentication for global applications.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access Management
  - High Availability
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/getting-started-in-openshift:
  title: "cloud.redhat.com: Getting Started in OpenShift \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory platform guide for engineers beginning their transition
    to OpenShift. Covers simple code deployments, route generation strategies, environment
    parameter definitions, and container lifecycle actions.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Developer Experience
  - Platform Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/getting-started-jboss:
  title: 'redhat.com: Getting started with JBoss'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical and architectural overview of JBoss, designed for enterprise
    Java architects. Explains how JBoss evolved from a heavyweight application server
    to modular setups optimized for modern virtual machines and enterprise containers.
  language: Java
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Java Platforms
  - JBoss Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift:
  title: 'cloud.redhat.com: Getting Started running Spark workloads on OpenShift'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Provides an enterprise guide to running containerized Apache Spark workloads
    within Red Hat OpenShift, highlighting security-first practices and security context
    constraints (SCCs). Illustrates leveraging OpenShift's cluster monitoring and
    dynamic storage classes for big data analytics. Live Grounding confirms OpenShift
    remains a preferred, secure platform for regulated enterprises executing large-scale
    analytical tasks.
  language: Markdown
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data & AI
  - Apache Spark
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-bigdata.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/getting-started-with-applicationsets:
  title: 'openshift.com: Getting Started with ApplicationSets'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Deep dive into the ArgoCD ApplicationSet controller, explaining how
    to model and automate multi-cluster and multi-tenant application deployments.
    Covers generators like List, Directory, and Git to scale configurations with minimal
    templating boilerplate.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Multi-Cluster
  - ApplicationSets
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/getting-started-with-kubevirt:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: A conceptual guide to running containerized applications alongside legacy
    virtual machines in a unified cluster context.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Compute & Runtime
  - Virtualization
  - KubeVirt Introduction
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/gitops-implementation-patterns:
  title: 'redhat.com: Comparing GitOps implementation patterns: Pros and cons'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts various topology models for GitOps implementation, analyzing
    multi-repo vs. mono-repo, shared vs. decentralized controllers, and cluster-scoped
    vs. namespace-scoped operational permissions.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Architecture
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/gitops-secret-management:
  title: "GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes
    External Secrets \U0001F31F"
  description: "- [Kubernetes External Secrets \U0001F31F](https://github.com/external-secrets/kubernetes-external-secrets)
    Integrate external secret management systems with Kubernetes. Kubernetes External
    Secrets allows you to use external secret management systems, like AWS Secrets
    Manager or HashiCorp Vault, to securely add secrets in Kubernetes.\n    - [thenewstack.io:
    GoDaddy’s Project to Secure, Rotate Kubernetes Secrets \U0001F31F](https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets)"
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  stars: 0
  ai_summary: 'Compares legacy secret management strategies using Bitnami Sealed Secrets
    and GoDaddy''s Kubernetes External Secrets (KES). Live grounding alerts: KES is
    archived and fully deprecated, having been replaced by the unified External Secrets
    Operator (ESO). This article remains a useful historical reference for understanding
    early GitOps secret evolution.'
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  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - GitOps Secrets
  - Operator Architecture
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management:
  title: 'openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red
    Hat Advanced Cluster Management'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines unified continuous delivery architecture matching OpenShift
    Pipelines (Tekton) with Advanced Cluster Management (ACM). Explains how to integrate
    CI workflows with multi-cluster governance rules.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - GitOps
  - Multi-Cluster Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters
: title: "openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red
    Hat Advanced Cluster Management to Deploy on Multiple Clusters \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Comprehensive architectural guide for deploying multi-cluster applications
    using OpenShift Pipelines (Tekton) and Advanced Cluster Management (ACM). Provides
    deep configuration plans to coordinate releases across hybrid environments.
  language: Yaml
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - GitOps
  - Multi-Cluster Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/global-load-balancer-approaches:
  title: "cloud.redhat.com: Global Load Balancer Approaches \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Highlights architectural approaches to implement Global Server Load
    Balancing (GSLB) models across heterogeneous multi-cloud or hybrid clusters. Covers
    DNS-based and Anycast solutions to facilitate high-availability failover paths.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Load Balancing
  - Global GSLB
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/global-load-balancer-for-openshift-clusters-an-operator-based-approach:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  language: English
  resource_type: Reference
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 06901f5e5fb9a8c3190d75234880fd5139fad691a113442cb742376554cf8c01
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  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.951753+02:00'
https://www.redhat.com/en/blog/grpc-or-http/2-ingress-connectivity-in-openshift:
  title: "openshift.com: gRPC or HTTP/2 Ingress Connectivity in OpenShift \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines methods to secure and optimize high-throughput gRPC and HTTP/2
    flows through OpenShift and Kubernetes ingress endpoints. Outlines router parameter
    optimizations and ALPN negotiation configurations to support low-latency microservice
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  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Networking
  - Ingress
  - gRPC & HTTP2
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab:
  title: 'blog.openshift.com: Guide to Installing an OKD 4.4 Cluster on your Home
    Lab'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An extensive blog series instructing network engineers and developers
    on setting up a bare-metal OKD 4.4 cluster inside a personal home lab. It covers
    essential infrastructure prep, including configuring DHCP, DNS forwarding, PXE
    booting, HAProxy for load balancing, and deploying the bootstrap control VM.
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  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Distribution
  - Lab Setup
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines:
  title: 'openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift
    Pipelines'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory deep-dive on OpenShift Pipelines. Explains how Tekton
    native Custom Resource Definitions (CRDs) abstract execution steps directly into
    the Kubernetes engine, removing the need for external tooling engines.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/history-and-future-openjdk:
  title: 'redhat.com: The history and future of OpenJDK'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historical retrospective and future-looking roadmap of the OpenJDK
    project. It charts the progression from a closed-source ecosystem to a highly
    vibrant, open-source community, highlighting key architectural enhancements that
    modernized the JVM for scalable container execution.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Java Ecosystem
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-full-is-my-cluster-part-5-a-capacity-management-dashboard:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736112.666819
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:52.666819+02:00'
https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift:
  title: 'redhat.com: **How to gather and display metrics in Red Hat OpenShift** (Prometheus
    + Grafana)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Step-by-step guide for monitoring system resource utilization using
    Red Hat OpenShift’s native, built-in Prometheus and Grafana instances. Curator
    Insight: Platform-specific metrics guide. Live Grounding: Highly critical reference
    for system engineers configuring monitoring parameters within OpenShift clusters.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - OpenShift
  - Observability
  - Prometheus
  - Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-start-ansible:
  title: "redhat.com: Got automation? Here's a quick guide to get you up to speed
    on Ansible \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A fundamental roadmap designed for traditional engineers migrating from
    shell scripting paradigms. Covers declarative task design, module encapsulation
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  language: YAML
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Ansible
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd
: title: 'cloud.redhat.com: How to Build a Disconnected OpenShift Cluster With Mirror
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  description: ''
  year: '2021'
  stars: 4
  ai_summary: A technical guide to building disconnected, air-gapped OpenShift topologies.
    Focuses on configuring local mirror registries on RHEL CoreOS using Podman and
    systemd to deliver base images without public internet access.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Infrastructure Operations
  - Air-Gapped Environments
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-enable-static-egress-ip-in-ocp:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 29066bcde2ca79161ca546b9ad14ee329c2bf63f9f8d1d7164f136df062d97e9
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  last_checked: 1779130494.92896
  needs_ai_refresh: true
  hierarchy:
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  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.928960+02:00'
https://www.redhat.com/en/blog/how-to-modernize-virtualized-workloads:
  title: "cloud.redhat.com: How to Modernize Virtualized Workloads \U0001F31F"
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Guides enterprise architects through modernizing traditional VM-based
    applications into containerized architectures using tools like OpenShift Virtualization
    (KubeVirt). This allows running legacy virtual machines side-by-side with cloud-native
    containers inside a unified Kubernetes environment.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Virtualization & Containers
  - Modernization Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
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  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Part 2 of the Zabbix integration guide, configuring Zabbix to extract
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    cluster, leveraging the cluster-monitoring operator APIs.
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  resource_type: Technical Guide
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.960288+02:00'
? https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard
: title: 'cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster
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  year: '2021'
  stars: 0
  ai_summary: Guides readers in customizing Multi-Cluster Grafana Dashboards under
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    heterogeneous cluster landscapes.
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  hierarchy:
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  - Grafana & ACM
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-offer-service-running-on-openshift-on-aws-to-other-aws-vpcs-privately:
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  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical blueprint detailing how to expose application endpoints hosted
    on ROSA (Red Hat OpenShift on AWS) to external AWS VPCs utilizing AWS PrivateLink.
    Prevents traffic exposure to the public internet by configuring Network Load Balancers
    (NLBs).
  language: English
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Cloud Provider Integration
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift:
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  year: '2021'
  stars: 0
  ai_summary: This guide reviews techniques for deploying and orchestrating resilient
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  resource_type: Guide
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens:
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  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explains how to securely integrate ArgoCD with private GitHub repositories
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    secret management inside Kubernetes to safeguard credentials used during the repository
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  language: English
  resource_type: Tutorial
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  status: online
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift:
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  year: '2021'
  stars: 0
  ai_summary: Deep dive on using HashiCorp Vault within OpenShift to feed sensitive
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  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: null
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  hierarchy:
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  - Argo CD Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/hybrid-cloud-management-tools:
  title: 'redhat.com: 5 essential tools for managing hybrid cloud infrastructure'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies key categories and frameworks necessary for coordinating
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    management tools like Ansible, orchestration tools, and automated security scanning
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  resource_type: Article
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linuxone:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: This collaboration expands the Red Hat OpenShift Container Platform
    to IBM Z and LinuxONE s390x architectures. It bridges heritage mainframe reliability
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  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/illustrated-guide-gitops:
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  ai_summary: Offers a highly visual explanation of GitOps core loops (Git -> CI ->
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/improved-tooling-and-best-practices-to-help-you-migrate-to-openshift-4:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  hierarchy:
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https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2:
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  stars: 0
  ai_summary: Architectural performance tuning guide for running large-scale Jenkins
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  resource_type: Article
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  status: online
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  last_checked: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/install-ansible-way:
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  stars: 0
  ai_summary: Examines platform-agnostic package provisioning in enterprise environments.
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  language: YAML
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/installing-ocp-in-a-mainframe-z-series:
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  stars: 0
  ai_summary: A highly technical installation playbook detailing step-by-step procedures
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  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/installing-okd-3-10-on-a-single-host:
  title: "blog.openshift.com: Installing OKD 3.10 on a Single Host \U0001F31F"
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Archival tutorial explaining the setup of OKD version 3.10 on a single
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  resource_type: Blog Post
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift:
  title: "openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Red Hat's official announcement and architectural breakdown of kube-burner.
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  resource_type: Technical Blog
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  hierarchy:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.950417+02:00'
https://www.redhat.com/en/blog/introducing-nginx-and-nginx-plus-routers-for-openshift:
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  description: null
  year: null
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  ai_summary: null
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  last_checked: 1779130494.976551
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  hierarchy: []
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  v1_locations:
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https://www.redhat.com/en/blog/introducing-openshift-service-mesh-2.0:
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  description: ''
  year: '2020'
  stars: 4
  ai_summary: Red Hat's announcement detailing OpenShift Service Mesh 2.0, which tightly
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    enterprise-supported service mesh fabric built to scale multi-tenant microservice
    workloads within OpenShift environments.
  language: English
  resource_type: Enterprise Product
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
  - servicemesh.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-operator-framework-building-apps-kubernetes:
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  description: null
  year: null
  stars: null
  ai_summary: null
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  last_checked: 1779031094.306744
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  hierarchy: []
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  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:18:14.306744+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-openshift-4:
  title: 'blog.openshift.com: Introducing Red Hat OpenShift 4'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Unveils Red Hat OpenShift 4, highlighting its transition to self-managing,
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    control the deployment, patching, and scaling of Kubernetes clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-openshift-4-3-to-enhance-kubernetes-security:
  title: "blog.openshift.com: Introducing Red Hat OpenShift 4.3 to Enhance Kubernetes
    Security \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This analysis details OpenShift 4.3's enhanced security features. It
    reviews the integration of automated certificate rotation, enhanced cryptography
    with FIPS 140-2 compliance, encryption-at-rest for etcd key-value stores, and
    advanced ingress security configurations. These features form the baseline of
    modern OpenShift multi-tenant security architecture.
  language: English
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
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  - Cluster Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-openshift-data-science:
  title: 'redhat.com: Introducing Red Hat OpenShift Data Science'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical introduction of Red Hat OpenShift Data Science (RHODS), a
    managed hybrid-cloud service leveraging OpenShift Kubernetes. Details out-of-the-box
    configurations for JupyterHub, PyTorch, TensorFlow, and partner tools like Starburst
    or Anaconda to simplify operational enterprise scaling.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-openshift-service-on-aws:
  title: 'openshift.com: Introducing Red Hat OpenShift Service on AWS'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Seminal release article introducing ROSA (Red Hat OpenShift Service
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    unified billing, and robust hybrid connectivity.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-quay:
  title: 'blog.openshift.com: Introducing Red Hat Quay'
  description: ''
  year: '2018'
  stars: 0
  ai_summary: This article introduces the commercial enterprise capabilities of Red
    Hat Quay within the OpenShift ecosystem. It highlights key features such as high
    availability, geographic replication, automated pruning, and deep platform security
    integrations.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Container Registry
  - Red Hat Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers:
  title: Quay 3.0 released in May 2019
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Announcement documentation marking the release of Red Hat Quay 3.0,
    introducing Windows Container support and a multi-architecture architecture overhaul.
    This release solidified Quay's capability to orchestrate high-availability registries
    across diverse operating system nodes. While conceptually informative, it is categorized
    as legacy given the continuous evolutionary releases of the v3.x and v4.x lineages
    in modern production.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Quay Releases
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - registries.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image:
  title: "Introducing the Red Hat Universal Base Image \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An overview introducing the Red Hat Universal Base Image (UBI), designed
    to provide enterprise RHEL security configurations without subscription constraints.
    UBI delivers a reliable foundation for packaging and distributing cloud-native
    microservices across multi-cloud environments.
  language: English
  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Red Hat UBI
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
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https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification:
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  stars: 0
  ai_summary: Covers Red Hat's certified scanner program designed to align third-party
    scanners (such as Snyk, Aqua, and Sysdig) with Red Hat's official vulnerability
    database, minimizing false positives and ensuring accurate vulnerability grading
    for RHEL-based enterprise containers.
  language: English
  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Container Security
  - Vulnerability Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart:
  title: 'openshift.com: Introducing the Quarkus Helm Chart'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introduction detailing the design of the Quarkus Helm Chart, optimized
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    GraalVM deployment profiles, and how to harness OpenShift pipelines for highly
    efficient container bootstrapping.
  language: N/A
  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Java Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introduction-rhel-system-roles:
  title: "redhat.com: Introduction to RHEL System Roles \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains Red Hat Enterprise Linux (RHEL) System Roles, which are pre-packaged,
    vendor-supported Ansible collections designed for standardizing OS parameters.
    Highlights roles for storage layout, network configurations, timesync, and security
    baselines.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Enterprise Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes:
  title: 'openshift.com: Introduction to Kraken, a Chaos Tool for OpenShift/Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introduction to Kraken, Red Hat's open-source chaos engineering engine
    tailored for OpenShift and Kubernetes. Kraken enables automated node disruptions,
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    bottlenecks.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Kubernetes Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - chaos-engineering.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly:
  title: 'openshift.com: Is your Operator Air-Gap Friendly?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains critical design rules for deploying operators inside highly
    secure, disconnected, or air-gapped systems, detailing offline container registries,
    local metadata hosting, and strict network configurations.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Enterprise Architecture
  - Air-Gapped Environments
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/it-automation-book:
  title: 'redhat.com: Tales from the field: A system administrator''s guide to IT
    automation'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines transition stages from traditional system administration scripting
    to unified declarative automation models. Uses real-world enterprise scenarios
    to show how to build configuration environments using tools like Ansible.
  language: English
  resource_type: Book Summary
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
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  - SysAdmin Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/it-automation-training:
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  year: '2024'
  stars: 0
  ai_summary: 'Curator Insight: Assesses the impact of system automation training
    on developer career progression. Live Grounding: Validates that skills in Ansible,
    Terraform, and GitOps are indispensable for systems engineers looking to scale
    hybrid cloud infrastructures.'
  language: en
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - DevOps & Platforms
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  - Professional Development
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/jenkins-pipelines:
  title: 'Simply Explained: OpenShift and Jenkins Pipelines'
  description: ''
  year: '2017'
  stars: 0
  ai_summary: An explanatory article outlining the core architectural concepts of
    continuous integration pipelines inside enterprise containers. Focuses on orchestrating
    builds, scaling execution agents dynamically, and promoting stable application
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  language: None
  resource_type: Blog
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Architecture
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  - Jenkins Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - openshift-pipelines.md
  youtube_mosaic: {}
  discovered_at: '2017-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature:
  title: 'opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity
    of Kubernetes Resources with Signature'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates the Kubernetes Integrity Shield technology preview, enabling
    signature-based verification of cluster manifests. Restricts rogue manifest updates
    and unauthorized resource mutations at admission-time.
  language: Go
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - Platform Security
  - Resource Integrity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds:
  title: 'openshift.com: Keep Your Applications Secure With Automatic Rebuilds'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed technical guide illustrating how to configure OpenShift's image
    change triggers and ImageStreams to drive automatic rebuilds of downstream containers
    when upstream base images update or fix security issues. This methodology tightens
    SecOps loops, ensuring immediate mitigation of CVEs. It integrates container registry
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  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipeline
  - SecOps
  - Automated Builds
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features:
  title: 'openshift.com: Kubernetes 1.21 Grows Innovative New Features'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents Red Hat's analysis of 1.21 features. Live grounding
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    OpenShift clients prepared for eventual PSP deprecations.
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  resource_type: Article
  complexity: Medium
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Kubernetes Core
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-basics-sysadmins:
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  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines Kubernetes through the lens of bare-metal and VM sysadmins.
    Contextualizes namespaces, control groups (cgroups), and network namespaces against
    traditional Linux system administration paradigms.
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  resource_type: Article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
  - Operations
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-cluster-laptop:
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  stars: 0
  ai_summary: An analytical guide reviewing options for running Kubernetes clusters
    locally on laptops. The resource compares Kind, Minikube, and CodeReady Containers
    (OpenShift Local) based on system overhead, target APIs, developer workflows,
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  language: English
  resource_type: Blog
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
  - Platforms
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  - Kubernetes Local
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-components:
  title: "redhat.com: Kubernetes Components - A sysadmin's guide to basic Kubernetes
    components \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides Linux administrators with a clear conceptual mapping of how
    Kubernetes daemons align with standard Linux systemd services. Focuses on system
    logging, socket binding, and memory management profiles.
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  status: online
  addition_method: manual
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  hierarchy:
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  - Control Plane
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces:
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    for multiple tenants'
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  year: '2022'
  stars: 0
  ai_summary: Describes managing OpenShift and standard Kubernetes architectures via
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    directly onto tenant control planes.
  language: Go
  resource_type: Blog
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-ingress-vs-openshift-route:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  resource_type: Reference
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  status: online
  addition_method: manual
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  hierarchy:
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  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
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  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.978957+02:00'
https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support:
  title: 'openshift.com: Kubernetes is Removing Docker Support, Kubernetes is Not
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight identifies Red Hat's explanatory guide on the nuance
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    helping teams comprehend that standard OCI-compliant Docker containers remained
    compatible despite runtime changes.
  language: English
  resource_type: Article
  complexity: Medium
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - Dockershim Deprecation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible:
  title: "ansible.com: Kubernetes Meets Event-Driven Ansible \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the intersection of Event-Driven Ansible (EDA) and Kubernetes
    environments. Details using rulebooks to ingest K8s events and automate remediation
    workflows, scaling operations, and policy compliance.
  language: English
  resource_type: blog_post
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes
  - Event-Driven Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubernetes-pods-life:
  title: "blog.openshift.com/ - Kubernetes: A Pod’s Life \U0001F31F"
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A fundamental exploration of the life cycle of a Kubernetes Pod. Outlines
    start sequences, init container routines, readiness/liveness checks, and termination
    processes, establishing a baseline for container orchestration troubleshooting.
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  resource_type: Blog / Conceptual Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Core Concepts
  - Kubernetes Pods
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/kubespray-deploy-kubernetes:
  title: 'redhat.com: An introduction to Kubespray'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory Red Hat guide summarizing how Kubespray leverages Ansible
    to abstract system-level provisioning tasks, allowing teams to declare cluster
    configurations and scaling strategies across mixed on-premises and multi-cloud
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  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel:
  title: 'redhat.com: Let’s monitor edge computing networks with RHEL!'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This Red Hat article focuses on implementing low-overhead system monitoring
    for Red Hat Enterprise Linux (RHEL) Edge nodes. It details collecting system state
    telemetry over thin, low-bandwidth connections.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge Computing
  - Monitoring
  - RHEL Edge
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - edge-computing.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql:
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  year: '2019'
  stars: 0
  ai_summary: Evaluates running Crunchy PostgreSQL Operator inside Red Hat OpenShift,
    highlighting platform compatibility and enterprise support options. OpenShift's
    default strict security contexts require deep operator integration to prevent
    privilege escalation. This study demonstrates the deployment of highly secure,
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  resource_type: Technical Blog
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Database Operators
  - PostgreSQL
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - crunchydata.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/linux-commands-manage-groups:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details group creation, user addition, and membership modification via
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  resource_type: Command-Line Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Administration
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  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/linux-pid-namespaces:
  title: "How Linux PID namespaces work with containers \U0001F31F"
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An exploration detailing how the Linux kernel leverages PID namespaces
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    to real container environments. Live Grounding validates this article as an essential
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  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/linux-security-usability:
  title: 'redhat.com: Balancing Linux security with usability'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An informative Red Hat guide to balancing Linux container host security
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    SELinux, namespaces, and AppArmor profiles to insulate containers from host system
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  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
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https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis:
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  ai_summary: Red Hat's enterprise-level analysis of the Log4Shell vulnerability,
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/managed-kubernetes-architects:
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  ai_summary: Architectural breakdown addressing governance models, multi-cluster
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures:
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  ai_summary: Duplicate publication detailing architectural configurations for Single-Node
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/metrics-driven-pod-constraints:
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  ai_summary: An architectural review detailing how OpenShift uses metrics-driven
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it:
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  ai_summary: Analyzes the design of Metro-Area stretch clusters on OpenShift, ensuring
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  resource_type: Case Study / Architectural Post
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4:
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  ai_summary: An in-depth technical migration blueprint for moving workloads to OpenShift
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  hierarchy:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift:
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  ai_summary: Explores structural benefits of running Kong Konnect's control-and-data-plane
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus:
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  stars: 3
  ai_summary: A practical walk-through detailing the integration of Apache Airflow
    metrics with Prometheus and Grafana dashboards. By leveraging StatsD exporters
    to capture worker runs and task duration logs, platform engineers can proactively
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator:
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  ai_summary: Sister article detailing the configuration of Zabbix operator configurations
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https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh:
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  stars: 0
  ai_summary: Unpacks Site Reliability Engineering (SRE) monitoring patterns using
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https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3:
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  ai_summary: Step-by-step SRE manual describing standard metrics collection (latency,
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  v1_locations: []
  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/mssql-linux-easy:
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  ai_summary: A comprehensive Red Hat tutorial demonstrating how to use Ansible system
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  v2_locations:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture:
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  description: ''
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  ai_summary: A decision framework for assessing multi-cluster infrastructures. Guides
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/network-policies-controlling-cross-project-communication-on-openshift:
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  ai_summary: Detailed enterprise manual for enforcing SDN security domains in OpenShift.
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  hierarchy:
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  v2_locations:
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https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift:
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  stars: 0
  ai_summary: Examines ingress/egress bandwidth shaping, container rate-limiting,
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  hierarchy:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/new-kubernetes-operatorhub-red-hat-openshift-enable-hybrid-cloud-flexibility-enterprises:
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https://www.redhat.com/en/blog/new-podman-secrets-command:
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  description: ''
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  ai_summary: An in-depth look at the `podman secret` command subsystem, which manages
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  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/nmap-scripting-engine:
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  ai_summary: Highlights the capability of the Nmap Scripting Engine (NSE) to automate
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  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes
: title: null
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  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  discovered_at: '2026-05-18T20:54:55.004744+02:00'
https://www.redhat.com/en/blog/one-line-linux-commands:
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  ai_summary: A selection of rapid one-line terminal commands covering disk audits,
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  status: online
  addition_method: manual
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-quickstart:
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  ai_summary: An early quickstart guide detailing the deployment of OpenShift 4.2
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-with-static-ips:
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  stars: 2
  ai_summary: Detailed technical guide for implementing VMware vSphere installations
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  status: online
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  hierarchy:
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  tags:
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  v2_locations:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-4-image-builds:
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  stars: 0
  ai_summary: Details OpenShift's native, highly secure in-cluster build mechanisms,
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-4-migration:
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  stars: 4
  ai_summary: A foundational strategic planning guide for migrating workloads from
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https://www.redhat.com/en/blog/openshift-4.5-node-improvements:
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  year: null
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.019958+02:00'
https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence-approaches:
  title: "OpenShift and Network Security Zones: Coexistence Approaches \U0001F31F\U0001F31F\U0001F31F"
  description: "- **Introduction:** Kubernetes and consequently OpenShift adopt a
    [flat Software Defined Network (SDN) model](https://kubernetes.io/docs/concepts/cluster-administration/networking),
    which means that all pods in the SDN are in the same logical network. Traditional
    network implementations adopt a zoning model in which different networks or zones
    are dedicated to specific purposes, with very strict communication rules between
    each zone. When implementing OpenShift in organizations that are using network
    security zones, the two models may clash. we will analyze a few options for coexistence.
    But first, let’s understand the two network models a bit more in depth.\n    -
    Network Zones have been the widely accepted approach for building security into
    a network architecture. The general idea is to create separate networks, each
    with a specific purpose. Each network contains devices with similar security profiles.
    Communications between networks is highly scrutinized and controlled by firewall
    rules ([perimeter defense](https://en.wikipedia.org/wiki/All_round_defence)).\n
    \   - **Conclusion:** A company’s security organization must be involved when
    deciding how to deploy OpenShift with regard to traditional network zones. Depending
    on their level of comfort with new technologies you may have different options.
    If physical network separation is the only acceptable choice, you will have to
    build a cluster per network zone. If logical network type of separations can be
    considered, then there are ways to stretch a single OpenShift deployment across
    multiple network zones. This post presented a few technical approaches."
  year: '2018'
  stars: 0
  ai_summary: This seminal architectural analysis details patterns for deploying OpenShift
    across physical and logical enterprise network security zones. Contrasts legacy
    perimeter firewall zoning models with flat cloud-native Software-Defined Networks
    (SDNs), providing proven coexistence topologies.
  language: None
  resource_type: Case Study
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & OpenShift
  - Security
  - Architecture
  tags:
  - '[CASE STUDY]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2018-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-architectures-for-the-edge-with-openshift-4.6:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 2326adf17b24e059375b40447a3abb5509cd1e0fd797077da5fa6fc36888d02a
  health_score: 100.0
  last_checked: 1779130495.024958
  needs_ai_refresh: true
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.024958+02:00'
https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd:
  title: 'openshift.com: OpenShift Authentication Integration with ArgoCD'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the integration of OpenShift's native OAuth server with ArgoCD.
    Explains how to map OpenShift user groups to ArgoCD RBAC roles, establishing a
    secure, unified single sign-on (SSO) experience for enterprise platforms.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736114.076754
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - GitOps
  - Authentication & SSO
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - argo.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:54.076754+02:00'
? https://www.redhat.com/en/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data
: title: 'cloud.redhat.com: OpenShift Commons Briefing: Database Disaster Recovery
    Made Easy with Annette Clewett (Red Hat) and Andrew L''Ecuyer (Crunchy Data)'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An expert briefing on constructing bulletproof disaster recovery pipelines
    for PostgreSQL databases hosted inside OpenShift. Showcases multi-region replication
    strategies, off-site storage configurations, and seamless failovers.
  language: English
  resource_type: Video Briefing
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Data on Kubernetes
  - Disaster Recovery
  - Enterprise RedHat
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift:
  title: "openshift.com: OpenShift, Databases and You: When to Put Containerized Database
    Workloads on OpenShift \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's structured criteria for running stateful production databases
    on OpenShift. Discusses storage tier performance, native high-availability architectures,
    and operator patterns to ensure robust containerized database operations.
  language: Conceptual
  resource_type: Whitepaper
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Enterprise Kubernetes
  - OpenShift Databases
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale:
  title: 'OpenShift Ecosystem: API Management on Red Hat OpenShift with 3scale'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights deep deployment patterns of running Red Hat 3scale inside
    OpenShift clusters. Analyzes operator-based management, auto-scaling characteristics,
    and native Kubernetes Custom Resource Definitions (CRDs) used to define API policies
    declaratively.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - API Management
  - Kubernetes Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 2e165d3819d280f95378d4adf2b105b8312bb2914ea7f9ec887db082d185bc20
  health_score: 100.0
  last_checked: 1779130494.980613
  needs_ai_refresh: true
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.980613+02:00'
https://www.redhat.com/en/blog/openshift-end-to-end-core-services:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 316809a129c6020426d75cb7c148c113daceefba8f9509fc7910246abeda7204
  health_score: 100.0
  last_checked: 1779130494.998892
  needs_ai_refresh: true
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.998892+02:00'
https://www.redhat.com/en/blog/openshift-end-to-end-plan-and-deploy:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: ce9899904922e0054d6e0bdd1cedd8b09a2270559667cace8e520b96d732167b
  health_score: 100.0
  last_checked: 1779130495.00774
  needs_ai_refresh: true
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.007740+02:00'
https://www.redhat.com/en/blog/openshift-on-arm-developer-preview-now-available-for-aws:
  title: 'openshift.com: OpenShift on ARM Developer Preview Now Available for AWS'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Profiles the technical preview of running OpenShift on AWS ARM64 (Graviton)
    environments. Explains performance metrics, lower operational energy signatures,
    and compilation steps required for ARM-based microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Hardware Architectures
  - Cloud Provider Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository
: title: 'openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering
    Different Project Builds in the Same Repository'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides advanced architecture examples for configuring custom triggers
    with OpenShift Pipelines. Demonstrates how to write custom interceptors to execute
    discrete workflows when localized directory pathways change within shared code
    repos.
  language: Yaml
  resource_type: Blog / Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - openshift-pipelines.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-pipelines-and-openshift-gitops-are-now-generally-available:
  title: "openshift.com: OpenShift Pipelines and OpenShift GitOps are now Generally
    Available \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the GA announcement of OpenShift Pipelines (built on Tekton)
    and OpenShift GitOps (built on ArgoCD). Establishes a fully supported, cloud-native
    delivery pipeline paradigm tailored for enterprise hybrid-cloud deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean:
  title: "OpenShift Pipelines with Jenkins Blue Ocean \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guide on utilizing Jenkins Blue Ocean inside Red Hat OpenShift to build
    visual representations of continuous integration pipelines. Integrates OpenShift
    buildconfigs with user-friendly visualization panels.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-sandboxed-containers-101:
  title: "cloud.redhat.com: OpenShift Sandboxed Containers 101 \U0001F31F"
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces OpenShift Sandboxed Containers, detailing how they leverage
    Kata Containers and QEMU microVMs to run untrusted software. Explains how this
    architectural model protects the underlying Linux kernel from potential container
    escape threats.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Workload Isolation
  - Sandboxed Runtimes
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way:
  title: 'cloud.redhat.com: OpenShift Sandboxed Containers Operator From Zero to Hero,
    the Hard Way. The Operator Framework and Its Usage'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep-dive tutorial focused on manually installing and configuring
    the Sandboxed Containers Operator from first principles. Explains how the Operator
    manages kernel module injection, runtime definitions, and network virtualization.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Workload Isolation
  - Sandboxed Runtimes
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-topology-view-milestone-towards-better-developer-experience:
  title: 'OpenShift topology view: A milestone towards a better developer experience'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analysis of the OpenShift Developer Console Topology View. This visual
    dashboard maps microservice networks, workloads, and real-time build systems,
    significantly easing day-to-day application management tasks.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform
  - User Experience
  - OpenShift Console
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/openshift-upi-using-static-ips:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 81264a45e57921bdf64cec1af8ca5f6fb648814aefa8ccdd798f1d7c1a2d3b7e
  health_score: 100.0
  last_checked: 1779130494.950645
  needs_ai_refresh: true
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.950645+02:00'
https://www.redhat.com/en/blog/openshift-virtualization-on-amazon-web-services:
  title: 'cloud.redhat.com: OpenShift Virtualization on Amazon Web Services'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural guide describes how to run legacy virtual machines
    natively alongside microservice containers on AWS bare-metal instances using KubeVirt.
    It establishes the bridge for migrating classic virtualized workloads into cloud-native
    architectures.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Compute & Runtime
  - Virtualization
  - OpenShift Virtualization
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/our-favorite-things-from-gitops-con-at-kubecon-eu:
  title: "openshift.com: Our Favorite Things from GitOps Con at KubeCon EU \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Summarizes breakthroughs from GitOpsCon EU, highlighting enterprise
    adoption trends, the formalization of GitOps principles by the CNCF GitOps Working
    Group, and real-world implementations using Red Hat OpenShift GitOps (Argo CD
    integration).
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps
  - Community
  - Events
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/packaging-applications-python:
  title: 'redhat.com: Packaging applications to install on other machines with Python'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Discusses compiling Python programs into reliable,
    standalone system files to facilitate smooth target-machine deployments.

    Live Grounding: Details system-level bundling strategies using pyinstaller, shiv,
    and RPM, comparing the trade-offs of standalone execution containers against direct
    interpreter dependencies.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Application Packaging
  - Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/performance-metrics-apm-spring-boot-microservices-openshift:
  title: 'blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices
    on OpenShift'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep-dive on collecting JVM metrics, distributed traces, and
    custom telemetry from Spring Boot workloads on OpenShift/Kubernetes, utilizing
    tools like Micrometer, Prometheus, and Jaeger.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Application Performance Monitoring
  - Spring Boot
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/pid-namespace:
  title: 'redhat.com: Building containers by hand: The PID namespace'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A granular kernel-level tutorial demonstrating how to construct process
    isolation wrappers manually. Shows the inner workings of Linux PID namespaces
    to illustrate how Kubernetes models process trees and isolates resources inside
    a Pod boundary.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kernel Namespaces
  - Container Internals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/podman-auto-updates-rollbacks:
  title: 'redhat.com: How to use auto-updates and rollbacks in Podman'
  description: "- New auto-update capabilities enable you to use Podman in edge use
    cases, update workloads once they are connected to the network, and roll back
    failures to a known-good state.\n    - Podman: the best tool for running containers
    on the edge servers. On the edge you want no human intervention. Podman+systemd
    support auto-update of container image & rollback, when update fails."
  year: '2021'
  stars: 0
  ai_summary: Explores Podman's automated container lifecycle features designed for
    distributed edge environments. By coordinating with registry tags and systemd
    health checks, Podman triggers zero-touch image updates and automatic rollback
    workflows if service validation tests fail.
  language: Shell
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Edge Orchestration
  - Auto-Updates & Rollbacks
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/podman-clients-macos-windows:
  title: Podman remote clients for macOS and Windows
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural overview explains how to orchestrate containerized
    workloads on non-Linux platforms (macOS/Windows) using Podman remote clients.
    By establishing secure SSH channels to a backend Linux VM, this setup preserves
    Podman's trademark rootless, daemonless execution model. It eliminates local daemon
    management overhead while keeping host systems clean and isolated.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Podman Client Setup
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/podman-docker-compose:
  title: 'redhat.com: Using Podman and Docker Compose'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical brief details the integration of Podman with Docker Compose
    via the virtualization of a Docker-compatible UNIX socket (`podman.sock`). By
    enabling this systemd-managed service, developers can execute legacy multi-container
    environments defined in Docker Compose files without modification, shifting the
    workload under Podman's daemonless, secure execution model.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Docker Compose Compatibility
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/podman-features-1:
  title: 'redhat.com: 5 Podman features to try now'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights five high-impact Podman features: systemd integration, rootless
    execution, pod support, multiple image store locations, and advanced CLI capabilities.
    It helps engineers adopt cloud-native features that bypass standard Docker runtime
    limitations.'
  language: Shell
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Feature Highlights
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/podman-play-kube-updates:
  title: 'redhat.com: Build Kubernetes pods with Podman play kube'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the `podman play kube` command, which allows Podman to parse
    and deploy standard Kubernetes YAML definitions locally. This capability allows
    engineers to test and validate multi-container Kubernetes pod networks in a lightweight,
    local environment without a running Kubernetes cluster.
  language: YAML
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Kubernetes Integration
  - Declarative Pods
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/privileged-flag-container-engines:
  title: How to use the --privileged flag with container engines
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth security analysis detailing the architectural risks of running
    container engines with the `--privileged` flag. This guide explains how this flag
    bypasses Linux namespace protections and SELinux enforcement, and outlines secure
    configuration alternatives for hardware access.
  language: Shell
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Security & Permissions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/promoting-container-images-between-registries-with-skopeo:
  title: Promoting container images between registries with skopeo
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An official Red Hat technical article showcasing optimal architectures
    for promoting container images between registries using Skopeo. It details operational
    patterns to eliminate the 'docker pull' and 'docker push' steps in secure multi-environment
    CI/CD deployment gates. This methodology significantly reduces deployment time
    and prevents disk space exhaustion in worker nodes.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Containers
  - Image Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/providing-terraform-with-that-ansible-magic:
  title: "ansible.com: Providing Terraform with that Ansible Magic \U0001F31F\U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains integration models for orchestrating systems using Terraform
    alongside Ansible. Recommends patterns where Terraform handles stateful infrastructure
    provisioning, and Ansible performs zero-downtime, post-boot configuration management
    across cloud workloads.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Configuration Management
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/pull-push-provisioning-cicd:
  title: 'redhat.com: Pull vs. push in automated VM provisioning: What you need to
    know'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Contrasts pull-based versus push-based agent topologies in virtual machine
    provisioning and automated deployment. Examines architectural tradeoffs concerning
    firewall security, agent management overhead, and consistency sync loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Provisioning Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - iac.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/python-venv-ansible:
  title: 'redhat.com: How to set up and use Python virtual environments for Ansible'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Solves python library conflicts on Ansible controller nodes using Python
    virtual environments ('venv'). Details installation sequences, dependencies isolation,
    pip package mapping, and using python path variables inside runner pipelines.
  language: Bash/Python
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Environment Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/quadlet-podman:
  title: redhat.com/sysadmin/quadlet-podman
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth review of Quadlet, a tool built into Podman that integrates
    container management with systemd. Quadlet reads declarative configuration files
    to dynamically synthesize optimized systemd service definitions, resolving complex
    container network and dependency issues automatically.
  language: INI
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Infrastructure
  - Service Orchestration
  - Quadlet Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - container-managers.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/query-rpm-database-python:
  title: 'redhat.com: Writing and unit testing a Python application to query the RPM
    database'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates querying and validating installed Red
    Hat Package Manager (RPM) states using Python''s native ecosystem.

    Live Grounding: Explores system-level database hooks, mock execution paradigms,
    and writing unit tests to safely parse packages without system sub-processing.'
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - System Administration
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources:
  title: 'openshift.com: Recap: OKD 4 Testing and Deployment Workshop - Videos and
    Additional Resources'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Compiles core workshop resources on OKD 4 deployment, testing, and lifecycle
    patterns. Explores underlying Fedora CoreOS operating mechanics and bootstrap
    procedures for community-led OpenShift clusters.
  language: Bash
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure & Operations
  - Enterprise Cluster Management
  - OKD Community Platform
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/recursive-vim-macros:
  title: 'redhat.com: Recursive Vim macros: One step further into automating repetitive
    tasks'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Technical tutorial focusing on writing, debugging, and executing recursive
    Vim macros. Teaches how to automate highly complex, repetitive multi-line editing
    patterns efficiently without leaving the terminal.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Productivity
  - Text Editors
  - Vim
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-automation-glossary:
  title: "redhat.com: Red Hat automation glossary \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a comprehensive terminology reference mapping modern DevOps,
    configuration management, and automation jargon. Offers clear, enterprise-aligned
    definitions for terms like CI/CD, IaC, GitOps, and orchestration engines.
  language: English
  resource_type: Reference
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - Glossary
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators:
  title: 'cloud.redhat.com: Red Hat Container Community of Practice Operators'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A curated reference of operations practices created by Red Hat's Container
    Community of Practice. Discusses deployment methods, multi-tenant isolation operators,
    and configuration frameworks built to manage complex setups.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Extensibility & Development
  - Guides & Best Practices
  - Enterprise Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-operators-controllers.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus:
  title: 'redhat.com: Red Hat drives future of Java with cloud-native, container-first
    Quarkus'
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Press release declaring Red Hat's long-term backing and continuous commitment
    to the Quarkus runtime environment. Architecturally, it positions Quarkus as Red
    Hat's premier stack for cloud-native, high-density, serverless architectures on
    OpenShift and Kubernetes. This institutional support has cemented Quarkus's legitimacy
    across the financial and enterprise services landscape.
  language: Java
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Industry Impact
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - java_frameworks.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry:
  title: Red Hat Introduces open source Project Quay container registry
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Official press release detailing Red Hat's open-sourcing of Project
    Quay, the upstream foundation of Red Hat Quay. This transition opened up the registry
    engine, vulnerability scanner (Clair), and helper tools to public collaborative
    development. It established Project Quay as a fully open, scalable option for
    global container storage and scanning.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Project Quay
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available:
  title: 'openshift.com: Red Hat OpenShift 4.7 Is Now Available'
  description: "- Kubernetes 1.20\n    - Updated OpenShift Virtualization\n    - Virtualization
    Migrations\n    - Windows Containers on vSphere\n    - Simplified Bare Metal installs\n
    \   - Horizontal Pod Autoscaler (CPU & Memory)\n    - New RHACM integrations\n
    \   - and much, much more!!"
  year: '2021'
  stars: 4
  ai_summary: A programmatic overview of OpenShift 4.7 capabilities, featuring the
    adoption of Kubernetes 1.20, advanced OpenShift Virtualization tools, simplified
    bare-metal installs, and enhanced multi-cluster administration integrations via
    Red Hat Advanced Cluster Management (RHACM).
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available:
  title: 'cloud.redhat.com: Red Hat OpenShift 4.8 Is Now Generally Available'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the general availability of OpenShift 4.8. Focuses on OVN-Kubernetes
    networking integrations, multi-network attachments via Multus, IPv6 transition
    mechanisms, and consolidated sandboxed execution parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available:
  title: 'cloud.redhat.com: Red Hat OpenShift 4.9 Is Now Generally Available'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Summarizes the general availability updates of OpenShift 4.9. Focuses
    on API transitions associated with Kubernetes 1.22, the launch of single-node
    OpenShift, and automated Bare-Metal provisioning.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm:
  title: "redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native
    technologies with Helm \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Press release outlining Red Hat's native support and certification paths
    for Helm charts in OpenShift. Reinforces Helm's status as a first-class citizen
    in Enterprise hybrid-cloud orchestration frameworks.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Enterprise Platforms
  - Red Hat OpenShift
  - Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction:
  title: "Red Hat OpenShift Dedicated price reduction: Price lowered by 75% on average,
    SLA improved to 99.95% \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the significant 75% pricing reduction and SLA upgrade to 99.95%
    for OpenShift Dedicated. Analyzes cloud licensing cost implications and enterprise
    planning strategies for multi-cloud deployments.
  language: None
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Providers
  - FinOps
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone:
  title: Red Hat OpenShift Installation Process Experiences on IBM Z/LinuxONE
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive practical review of provisioning OpenShift on IBM Z
    and LinuxONE infrastructures, discussing user-provisioned infrastructure (UPI)
    workflows. It details network configuration challenges, storage integration (FCP/FC),
    and operating system (RHCOS) deployment mechanics typical of s390x systems.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Integration
  - Enterprise Mainframe
  - Deployment Experience
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ibm_cloud.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available:
  title: 'redhat.com: Red Hat OpenShift Service on AWS with hosted control planes
    now available'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analysis of ROSA with Hosted Control Planes (HCP), explaining how
    decoupling management infrastructure from tenant worker nodes lowers operational
    costs and improves provisioning times.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA HCP
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know:
  title: "blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What
    you should know \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement detailing the GA availability of Red Hat OpenShift Service
    Mesh. Explains the integrated packaging of Istio, Envoy, and Jaeger under OpenShift's
    strict security paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
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https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners:
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  ai_summary: Evaluates Red Hat's ecosystem collaboration strategy, focusing on certified
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift:
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  year: '2020'
  stars: 0
  ai_summary: Focuses specifically on configuring JDWP parameters in enterprise Java
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    to pods in OpenShift.
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  addition_method: manual
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  last_checked: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/renewed-thrill-ansible:
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  description: ''
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  stars: 0
  ai_summary: A practitioner's personal narrative showing how shifting from manual
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  hierarchy:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited:
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  ai_summary: An updated architectural guide on replacing Docker Desktop with Podman
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/replace-docker-podman-macos:
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  stars: 0
  ai_summary: An installation guide detailing how to replace Docker Desktop on macOS
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/reverse-proxy-ansible:
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  stars: 0
  ai_summary: Step-by-step design of an automated reverse proxy layer using HAProxy
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/rook-ceph-storage-operator-now-operatorhubio:
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  ai_summary: null
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https://www.redhat.com/en/blog/rootless-podman-nfs:
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  stars: 0
  ai_summary: A troubleshooting guide explaining UID/GID translation mechanisms when
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Rootless Storage
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2:
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  year: '2022'
  stars: 0
  ai_summary: Deploying secure, isolated runtimes within Kubernetes demands deep knowledge
    of sandboxed container configurations, such as Kata Containers. This guide explores
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    module loading and hardware virtualization flags. It is an indispensable resource
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  resource_type: Blog Post
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  status: online
  addition_method: manual
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  hierarchy:
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  - Sandboxed Containers
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage
: title: 'cloud.redhat.com: Scale your application containers on Red Hat OpenShift
    Service on AWS (ROSA) clusters using Amazon EFS storage'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Teaches architects how to provision and leverage Amazon Elastic File
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  language: English
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
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  hierarchy:
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  - Persistent Storage
  - AWS EFS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/scaling-java-containers:
  title: "blog.openshift.com: Scaling Java Containers \U0001F31F"
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  stars: 0
  ai_summary: Comprehensive guide explaining how Linux cgroups interact with the JVM's
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    using container-aware flags like UseContainerSupport and MaxRAMPercentage.
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  hierarchy:
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  - Containerized JVM Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/schema-registry:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic whitepaper discussing the foundational role of schema registries
    in ensuring runtime compatibility and message consistency across distributed microservice
    systems. It details forward/backward compatibility models and best practices for
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  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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  - Microservices Patterns
  - Schema Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/signing-and-verifying-container-images:
  title: "openshift.com: Signing and Verifying Container Images \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses enterprise-grade methods for signing and validating container
    images within OpenShift environments. Focuses on integrating Cosign/Sigstore verification
    loops and Red Hat's custom signature mechanisms inside mutating admission policies
    to reject unauthenticated container images.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Supply Chain Security
  - Image Signing & Verification
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift:
  title: 'openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on
    OpenShift'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Illustrates an architectural pattern for running canary deployments
    on OpenShift using StatefulSets. Discusses how deterministic network identities
    and storage bindings facilitate controlled, traffic-weighted application releases.
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  resource_type: Article
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  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Delivery
  - Deployment Strategies
  - Canary Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/simplifying-database-cloud-service-access:
  title: 'cloud.redhat.com: Simplifying Database Cloud Service Access'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details standard patterns for binding external managed cloud databases
    to Kubernetes workloads. Highlights the Service Binding Operator specification,
    simplifying secret delivery, and enforcing secure connection parameters.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - DBaaS
  - Enterprise RedHat
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator:
  title: "blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow:
    **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes,
    **it is considered a bad practice to ssh into a node and perform debugging actions**)
    \U0001F31F"
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  year: '2020'
  stars: 5
  ai_summary: Introduces the Must-Gather Operator framework as a secure alternative
    to direct SSH debugging of underlying cluster nodes. Details how the automated
    diagnostic engine programmatically aggregates core configuration files, CRDs,
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  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Enterprise Kubernetes
  - Cluster Diagnostics
  - Troubleshooting Protocols
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ
: title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible
    Automation Platform'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how Ansible Playbooks natively resolve access tokens and
    host credentials dynamically from CyberArk Conjur Secrets Manager, preventing
    configuration leakage.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Secrets Management
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/sizing-applications-in-kubernetes:
  title: 'openshift.com: Sizing Applications in Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Red Hat''s guide on rightsizing containerized workloads in OpenShift
    and vanilla Kubernetes.

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

    - Outlines how proper sizing reduces infrastructure overhead while maintaining
    application performance profiles.'
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  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/software-packages-ansible:
  title: 'redhat.com: How to install software packages with an Ansible playbook'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews the foundational mechanics of configuring multi-package software
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  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: null
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator:
  title: 'openshift.com: SSO Integration for the OpenShift GitOps Operator'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores integrating single sign-on (SSO) systems like Keycloak or Red
    Hat SSO with the OpenShift GitOps (Argo CD) operator. Facilitates role-based access
    control (RBAC) mappings for secure enterprise deployments.
  language: YAML
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Identity & Access
  - OpenShift GitOps
  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/start-learning-kubernetes:
  title: 'redhat.com: Start learning Kubernetes from your local machine'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates diverse methods for deploying local Kubernetes test environments.
    Compares minikube, Kind, and CodeReady Containers (CRC) to provide developers
    with stable environments tailored for specific development patterns.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/state-kubernetes-security:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's analysis of container security threats, identifying key issues
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    in cloud-native operational environments.
  language: N/A
  resource_type: article
  complexity: Intermediate
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  status: online
  addition_method: manual
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Security Trends
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat:
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural overview analyzes the Red Hat OpenShift Container
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    file, and object endpoints for OpenShift workloads.
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  resource_type: Article
  complexity: Medium
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  status: online
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Enterprise Storage
  - Red Hat Storage
  tags:
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  v1_locations: []
  v2_locations:
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  - kubernetes-storage.md
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum:
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  year: '2019'
  stars: 0
  ai_summary: Analyzes the persistence challenges associated with stateful microservices
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  resource_type: Architectural Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
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  needs_ai_refresh: false
  hierarchy:
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  - High Availability
  - Disaster Recovery
  tags:
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  - '[GUIDE]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform:
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  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  discovered_at: '2026-05-18T20:54:55.020681+02:00'
https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics:
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  year: '2020'
  stars: 0
  ai_summary: Introduces foundational networking paradigms crucial for any systems
    administrator or DevOps engineer. Covers system concepts such as routing tables,
    the Domain Name System, ports, and IP configurations. Establishes a baseline troubleshooting
    mindset for configuring and maintaining reliable bare-metal and virtual infrastructure.
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  hierarchy:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/tackle-application-modernization:
  title: 'redhat.com: How to streamline application portfolio modernization with Tackle'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Red Hat's technical overview of Konveyor Tackle. It demonstrates how
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  resource_type: Technical Blog
  complexity: Medium
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  status: online
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  hierarchy:
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  tags:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:55.023802+02:00'
https://www.redhat.com/en/blog/tcpdump-part-one:
  title: 'redhat.com: 6 tcpdump network traffic filter options'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering guide highlighting the six essential packet filtering
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    line interface.
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure:
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    across your hybrid infrastructure \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: OpenShift Cost Management (now integrated into the Red Hat Hybrid Cloud
    Console) allows cloud administrators to track costs across hybrid cloud infrastructures.
    By associating cluster metrics (CPU/RAM usage) with cloud provider billing APIs,
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    centers.
  language: English
  resource_type: Blog
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces:
  title: "openshift.com: The Hidden Dangers of Terminating Namespaces \U0001F31F"
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Investigates the structural mechanics of hung namespaces caught in a
    permanent 'Terminating' state. Pinpoints controller and finalizer blocking points,
    providing clean recovery strategies.
  language: Go
  resource_type: Blog
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/top-10-ansible-blogs-2022?sc_cid=7015Y000003t7aWQAQ:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  language: English
  resource_type: Reference
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  status: online
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  content_hash: 0233d83910bd391c9e155e84d9f7aa7064591b24bd7a6174d7813e56ef37fc7b
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  hierarchy:
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  tags:
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  v1_locations:
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.928867+02:00'
https://www.redhat.com/en/blog/top-10-most-used-open-practice-library-concepts:
  title: null
  description: null
  year: null
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  ai_summary: null
  language: null
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  status: null
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  hierarchy: []
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:32:07.937366+02:00'
https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-operator-capability-model:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reference guide details the Operator Capability Model (Levels 1
    to 5). It analyzes features required to advance an operator from basic installation
    (Level 1) and seamless upgrades (Level 2) to full lifecycle automation (Level
    3), deep metrics tracking (Level 4), and auto-pilot anomaly remediation (Level
    5).
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021:
  title: "cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 \U0001F31F\U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews top open-source security tooling from 2021, including static
    analysis tools, vulnerability scanners, runtime anomaly detectors, and compliance
    auditors used within CI/CD pipelines.
  language: N/A
  resource_type: article
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case:
  title: 'openshift.com: Topology Aware Scheduling in Kubernetes Part 1: The High
    Level Business Case'
  description: '- [openshift.com: Topology Awareness in Kubernetes Part 2: Don’t we
    already have a Topology Manager?](https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager)'
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  stars: 0
  ai_summary: Explores the business and technical motivations of Topology-Aware Scheduling.
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    raw computing performance.
  language: English
  resource_type: Article
  complexity: Advanced
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  status: online
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager:
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  hierarchy: []
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.969296+02:00'
https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks:
  title: "redhat.com: 6 troubleshooting skills for Ansible playbooks \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic guide outlining crucial diagnostics and troubleshooting
    workflows for failing Ansible playbooks. Key techniques include utilizing debug
    modules, verbose logging (`-vvvv`), step execution, check-mode dry runs, and analyzing
    variable scopes to pinpoint structural or runtime issues.
  language: N/A
  resource_type: Article
  complexity: Intermediate
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  content_hash: null
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  last_checked: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset:
  title: 'blog.openshift.com: Troubleshooting OpenShift network performance with a
    netperf DaemonSet'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This resource outlines how to run a netperf DaemonSet on Red Hat OpenShift
    to measure network throughput and latency boundaries between nodes. Double-evidence
    synthesis highlights its long-term diagnostic utility, though 2026 platforms favor
    automated eBPF-based instrumentation (like Cilium) for real-time latency mapping.
  language: YAML
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
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  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/understanding-gitops:
  title: "redhat.com: How to use GitOps in your enterprise architecture strategy \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how Red Hat frameworks integrate GitOps into long-term
    enterprise plans. Establishes strategies for governing hybrid cloud environments,
    validating infrastructure, and managing architectural templates.
  language: English
  resource_type: Blog Post
  complexity: Advanced
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  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/understanding-service-accounts-sccs:
  title: ref1
  description: "- [ref2](https://docs.openshift.com/container-platform/4.1/authentication/understanding-and-creating-service-accounts.html)\n
    \   - [ref3](https://docs.openshift.com/container-platform/4.1/authentication/managing-security-context-constraints.html#role-based-access-to-ssc_configuring-internal-oauth)"
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  stars: 0
  ai_summary: Explains OpenShift Service Accounts, Role-Based Access Control (RBAC),
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    complex operators that need custom security postures, such as stateful databases.
    This reference outlines how to grant specific system permissions safely, protecting
    multi-tenant clusters from security compromise.
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  resource_type: Technical Blog
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/understanding-yaml-ansible:
  title: "redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A practical guide on how to parse and construct valid Ansible YAML blueprints.
    It explains YAMLlint configuration options and how to include validation steps
    in pre-commit git hooks. This is highly useful for maintaining clean syntax across
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  resource_type: article
  complexity: intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  is_special: true
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/using-asciinema:
  title: 'redhat.com: How to record your Linux terminal using asciinema'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Step-by-step documentation on deploying and utilizing asciinema to capture
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    troubleshooting, and deployment runbook audits.
  language: English
  resource_type: Tool
  complexity: Beginner
  is_microservice: false
  status: online
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  hierarchy:
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  - Terminal Recording
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes how to design highly secure, isolated CI/CD pipelines using
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    sandboxes, this architecture protects build systems and host servers from security
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  language: YAML
  resource_type: Article
  complexity: Advanced
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
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  v1_locations:
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https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural resource focuses on integrating container security
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  language: Yaml
  resource_type: Blog / Tutorial
  complexity: Advanced
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  status: online
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.redhat.com/en/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc
: title: 'openshift.com: Using VPC Peering to Connect an OpenShift Service on an AWS
    (ROSA) Cluster to an Amazon RDS MySQL Database in a Different VPC'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides step-by-step instructions for establishing low-latency VPC
    peering connections between an active ROSA container network and an external Amazon
    RDS MySQL database cluster.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - VPC Peering
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa:
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  description: ''
  year: '2021'
  stars: 4
  ai_summary: A detailed technical walkthrough describing how to deploy Velero to
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    using AWS gp2 and gp3 storage architectures.
  language: Markdown
  resource_type: Article
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/vim-commands:
  title: 'redhat.com: Vim: Basic and intermediate commands'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A structured reference covering intermediate-to-advanced Vim workflows,
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  resource_type: Tutorial
  complexity: Intermediate
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  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization:
  title: 'cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details running legacy virtual machines side-by-side with containers
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  language: Yaml
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift:
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  description: ''
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https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman:
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https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers:
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https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2:
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https://www.redhat.com/en/blog/yaml-beginners:
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https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521:
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https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebook:
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https://www.redhat.com/en/livestreaming:
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https://www.redhat.com/en/products/trials?products=hybrid-cloud:
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https://www.redhat.com/en/resources:
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https://www.redhat.com/en/resources/openshift-subscription-sizing-guide-detail:
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https://www.redhat.com/en/resources/self-managed-openshift-subscription-guide:
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https://www.redhat.com/en/services/training/do007-ansible-essentials-simplicity-automation-technical-overview:
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? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design
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? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4
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? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/workload-support-for-red-hat-openshift-matures-across-the-industry
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https://www.redhat.com/en/topics/devops/what-is-gitops:
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? https://www.redhat.com/es/about/press-releases/red-hat-openshift-container-platform-takes-digital-innovation-fast-lane-major-european-automaker
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https://www.reduxio.com:
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https://www.rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt:
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https://www.replex.io:
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https://www.replex.io/blog/an-introduction-to-kubernetes-finops:
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https://www.replex.io/blog/kubernetes-in-production-best-practices-for-cluster-autoscaler-hpa-and-vpa:
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https://www.reply.com/solidsoft-reply/en/content/webservices-soap-and-rest-a-simple-introduction:
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  ai_summary: 'A curated technical resource and architectural guide covering reply.com:
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https://www.rethinkagile.org/post/5-reasons-why-agile-is-better-than-waterfall:
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  ai_summary: 'A curated technical resource and architectural guide covering rethinkagile.org:
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https://www.returngis.net:
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  ai_summary: Gisela Torres' blog covers Microsoft Azure, AKS, container architectures,
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https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-kubernetes:
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https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints-y-tolerations:
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  ai_summary: Analyzes scheduling isolation strategies using Node Taints and Pod Tolerations.
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https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes:
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  ai_summary: A Spanish-language guide implementing the Vertical Pod Autoscaler. Clearly
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https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes:
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https://www.returngis.net/2021/08/acceder-a-un-app-service-con-private-endpoint-desde-otra-vnet:
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  ai_summary: An in-depth networking guide in Spanish detailing cross-VNet connectivity
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https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure:
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https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker:
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https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python:
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https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage:
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https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk:
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https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks:
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https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github:
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https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas:
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https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks:
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  ai_summary: A developer-authored setup guide focusing on standing up an OpenShift
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https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-process.html:
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  ai_summary: Details local development of a cloud-native Human Resources workflow
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  hierarchy:
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  v2_locations:
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https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-on-local-machine.html:
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  ai_summary: A step-by-step setup tutorial for executing OpenShift 4.7 locally on
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https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-differences:
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  ai_summary: Untangles the fundamental structural differences between containerization
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https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009:
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  ai_summary: Concise quick-reference guide summarizing Python style guidelines defined
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https://www.scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers:
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  stars: 0
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https://www.scrum.org/resources/blog/make-sure-you-dont-build-high-performing-teams-just-deliver-wrong-things-faster:
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  ai_summary: Scrum.org editorial highlighting the architectural dangers of optimizing
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https://www.scrum.org/resources/blog/minimum-viable-product-considered-harmful:
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  ai_summary: A critical assessment of the traditional Minimum Viable Product (MVP)
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https://www.scrum.org/resources/blog/posturas-del-product-owner:
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  ai_summary: Explores both constructive and destructive behaviors (or 'postures')
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  ai_summary: Official Scrum.org walkthrough outlining the changes and accountability
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https://www.scrum.org/resources/blog/scrum-no-es-una-metodologia-es-un-marco-de-trabajo:
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https://www.scrum.org/resources/blog/vlog-what-happens-sprint-backlog-items-are-not-done:
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https://www.scrum.org/resources/kanban-guide-scrum-teams:
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  ai_summary: The official guide detailing the integration of Kanban practices within
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https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin:
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https://www.sdxcentral.com/articles/news/aws-outage-stresses-telco-cloud-challenges/2021/12:
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  ai_summary: 'A curated technical resource and architectural guide covering sdxcentral.com:
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https://www.seal.io:
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https://www.searchenginejournal.com/python-machine-learning-technical-seo:
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https://www.searchenginejournal.com/python-machine-learning-technical-seo/430000:
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https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application:
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https://www.seekwell.io:
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  ai_summary: SeekWell is a data operations platform that bridges the gap between
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https://www.seifbassem.com/blogs/posts/azure-arc-ssh:
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https://www.seifbassem.com/blogs/posts/azure-naming-tool:
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https://www.selenium.dev:
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https://www.semui.co:
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https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform:
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  ai_summary: An architecture-focused case study evaluating the operational benefits
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https://www.serverless.com:
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https://www.serverless.com/blog/why-we-switched-from-docker-to-serverless:
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  ai_summary: An in-depth case study analyzing a migration journey from containerized
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  hierarchy:
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  v2_locations:
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  discovered_at: '2019-06-01T00:00:00+02:00'
https://www.serverlessguru.com/blog/enterprise-serverless-adoption:
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  discovered_at: '2026-05-17T17:15:32.086899+02:00'
https://www.servethehome.com/docker-abruptly-starts-charging-many-users-for-docker-desktop:
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  ai_summary: A deep dive into the financial and operational impact of Docker Desktop's
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.servicenow.com:
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  ai_summary: A curated technical resource and architectural guide covering Servicenow
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  hierarchy:
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  v1_locations:
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  discovered_at: '2026-05-17T17:56:12.035660+02:00'
https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect-your-users-from-themselves-by-ritesh-patel:
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  ai_summary: Explores security policy implementation using Kyverno to proactively
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  content_hash: N/A
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
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  discovered_at: '2026-05-17T17:01:59.503259+02:00'
https://www.shipa.io/development/a-real-world-application-deployment-on-kubernetes:
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https://www.shipa.io/development/deploying-applications-on-kubernetes:
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  discovered_at: '2026-05-17T17:53:40.250205+02:00'
https://www.shipa.io/development/gitops:
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https://www.shipa.io/innovation/gitops-in-the-enterprise:
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https://www.shipa.io/innovation/gitops-meets-appops:
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https://www.shipa.io/ketch/devops-challenge-kubernetes-deployment-ketch-vs-yaml:
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https://www.shippable.com:
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  ai_summary: A curated technical resource and architectural guide covering Shippable
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  hierarchy:
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  v1_locations:
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  discovered_at: '2026-05-17T17:11:50.966061+02:00'
https://www.shudnow.io:
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  ai_summary: An enterprise operations blog providing guides on AD migrations, network
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  hierarchy:
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  - Corporate Blog
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  v1_locations: []
  v2_locations:
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.shuttleops.io:
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  year: '2026'
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  ai_summary: A no-code cloud delivery platform engineered to streamline application
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    as a legacy reference for visual-oriented deployment orchestrators.
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  resource_type: Platform
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.siderolabs.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi:
  title: 'talos-systems.com: Is Vanilla Kubernetes Really Too Heavy For The Raspberry
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  ai_summary: Detailed performance benchmark comparing Vanilla K8s on ARM platforms
    with lightweight distributions. Demonstrates how eliminating standard user-space
    environments in favor of minimal, API-driven operating systems like Talos OS reduces
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  language: English
  resource_type: Article
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry:
  title: 'signadot.com: Sandboxes in Kubernetes using OpenTelemetry'
  description: "- [dynatrace.com: What is  OpenTelemetry? An open-source standard
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    \   - [betterprogramming.pub: Distributed Tracing With OpenTelemetry, Spring Cloud
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    Operator, you can start collecting and storing traces with minimal manual work.
    Learn how to do so with the tobs stack in Kubernetes.\n    - [trstringer.com:
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    \   - [medium.com/apache-apisix: End-to-end tracing with OpenTelemetry](https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74)"
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  ai_summary: Explores using OpenTelemetry trace propagation context to run isolated,
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  resource_type: Article
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.sigstore.dev:
  title: sigstore.dev
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  year: '2023'
  stars: 0
  ai_summary: The main portal for the Sigstore project, supported by the Linux Foundation.
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    image signing tied to OIDC identities to enforce secure software supply chains.
  language: English
  resource_type: Documentation
  complexity: Advanced
  is_microservice: true
  status: online
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  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
  - Security
  - Supply Chain Security
  - Cryptographic Signatures
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.siliconrepublic.com/advice/dev-tools-recommended-by-irish-start-up-founders:
  title: 'siliconrepublic.com: 10 dev tools recommended by start-up founders'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles professional tool recommendations and operational insights
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    high-impact toolsets covering automated CI/CD pipelines, integrated testing, task
    tracking, and developer-centric communication loops.
  language: English
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - DevOps
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.silverliningsinfo.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit:
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  year: N/A
  stars: 0
  ai_summary: null
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  v1_locations:
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https://www.simform.com/blog/alternatives-to-kubernetes:
  title: 'simform.com: Top Alternatives to Kubernetes to Overcome Business Challenges'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines structural alternatives to Kubernetes such as Nomad, ECS, and
    Serverless. Helps engineering leadership assess operational trade-offs and bypass
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  resource_type: Article
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  hierarchy:
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  - Kubernetes
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.simform.com/blog/devops-for-enterprise:
  title: 'simform.com: How to Implement DevOps for Enterprise?'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the strategic blueprints required to migrate legacy corporate
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  hierarchy:
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  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.simform.com/blog/microservice-best-practices:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes critical strategies for implementing resilient microservice
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  language: English
  resource_type: Article
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.simform.com/blog/microservices-design-principles:
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Critically evaluates common microservices design patterns, warning against
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  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
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  hierarchy:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.simform.com/blog/microservices-framework:
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  ai_summary: Compares modern software frameworks specifically built to streamline
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  resource_type: Article
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  status: online
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  hierarchy:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.simform.com/blog/multi-cloud-architecture:
  title: "simform.com: 6 Multi-Cloud Architecture Designs for an Effective Cloud Strategy
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Evaluates six distinct multi-cloud topologies including Multi-Cloud
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  resource_type: Technical Blog
  complexity: Advanced
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  status: online
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  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.simform.com/blog/multi-cloud-strategy:
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  year: '2022'
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  ai_summary: Decouples the business and technical drivers of multi-cloud architectures,
    focusing on risk mitigation, vendor lock-in avoidance, and geographical redundancy.
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  language: English
  resource_type: Article
  complexity: Intermediate
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  status: online
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https://www.simform.com/cloud-migration-ebook:
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https://www.simform.com/multi-cloud-strategy:
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https://www.simple-talk.com/dotnet/asp.net/script-loading-between-http1.1-and-http2:
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https://www.simplilearn.com/kubernetes-vs-openshift-article:
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https://www.simplilearn.com/terraform-interview-questions-and-answers-article:
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https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git:
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https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline:
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https://www.sitepoint.com/7-ways-optimize-jenkins:
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https://www.sitepoint.com/gatsby-mdx-blog:
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  ai_summary: 'A curated technical resource and architectural guide covering sitepoint.com:
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https://www.sitepoint.com/git-submodules-introduction:
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https://www.sitepoint.com/kubernetes-aws-tutorial:
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  ai_summary: 'A curated technical resource and architectural guide covering sitepoint.com:
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https://www.slideshare.net/AdelaRoger/http-status-code-errors-in-seo:
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https://www.slideshare.net/AmazonWebServices:
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? https://www.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney
: title: 'slideshare: FinOps: A Culture Transformation to Bring DevOps, Finance and
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https://www.slideshare.net/KonveyorIO/migrating-java-jboss-eap-applications-to-kubernetes-with-s2i:
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  ai_summary: Presentation outlining migration strategies for porting legacy Java
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https://www.slideshare.net/NasceniaIT/brown-bag-caching-rafi-faisal-48694442:
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https://www.slideshare.net/Severalnines/haproxy-mysql-slides:
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https://www.slideshare.net/Severalnines/load-balancing-mysql-with-haproxy-webinar-replay-english-44071270:
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https://www.slideshare.net/Severalnines/severalnines-ha-proxyjul20143:
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https://www.slideshare.net/Smals_ICT/20171010-multitenancy-in-openshift:
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https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins:
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https://www.slideshare.net/arunmurughan/git-version-control-and-trunk-based-approach-with-vsts:
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  ai_summary: A legacy slide presentation analyzing the migration from branch-heavy
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https://www.slideshare.net/dvirsky/introduction-to-redis:
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  ai_summary: A legacy educational slide deck focusing on fundamental Redis data types
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https://www.slideshare.net/geerlingguy/jenkins-or-how-i-learned-to-stop-worrying-and-love-automation:
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  ai_summary: 'Slide presentation by Jeff Geerling exploring automation fundamentals
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https://www.slideshare.net/haproxytech/haproxy-best-practice:
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  ai_summary: A collection of engineering best practices for building highly available
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  hierarchy:
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https://www.slideshare.net/haproxytech/haproxy-web-performance-55536394:
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https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-routing:
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https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways:
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https://www.solo.io/blog/the-evolution-of-vm-support-in-istio-1-8-with-video:
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https://www.solo.io/blog/tutorial-gloo-integration-with-keycloak:
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https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh:
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https://www.solo.io/blog/upgrading-istio-without-downtime:
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https://www.solo.io/blog/why-the-control-plane-matters:
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https://www.sonarqube.org:
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https://www.sonarsource.com/products/sonarqube:
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https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes:
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https://www.sonatype.com/blog/new-cloud-native-ci/cd-projects-openshift-and-tekton:
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https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web:
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https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-images:
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https://www.sonatype.com/nexus-repository-oss:
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https://www.sourcetreeapp.com:
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https://www.spec-india.com/blog:
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  ai_summary: Compares upstream open-source Kubernetes with Red Hat OpenShift. Focuses
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https://www.spec-india.com/blog/kubernetes-vs-openshift:
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https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraform-state-machine:
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  ai_summary: Presents an advanced design pattern where Terraform's state transitions
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https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk:
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https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernetes:
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  ai_summary: DevOps thought leaders provide tactical advice on adopting Kubernetes.
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https://www.spinnaker.io:
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https://www.split.io/glossary/progressive-delivery:
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https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html:
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  ai_summary: An evaluation of GitFlow versus Trunk-Based Development, analyzing how
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https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics:
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  ai_summary: An introductory resource explaining how to divide shared Kubernetes
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https://www.suse.com/c/rancher_blog/fleet-management-for-kubernetes-is-here:
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https://www.suse.com/c/rancher_blog/getting-started-with-longhorn-distributed-block-storage-and-cloud-native-distributed-sql:
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https://www.suse.com/c/rancher_blog/longhorn-simplifies-distributed-block-storage-in-kubernetes:
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https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher:
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https://www.suse.com/c/rancher_blog/rancher-2-5-delivers-on-computing-everywhere-strategy:
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https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived:
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https://www.swarmia.com/build:
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https://www.sysdig.com/blog/how-to-secure-helm:
  title: 'sysdig.com: Helm security and best practices'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Hardening guidelines detailing secure Helm usage. Discusses securing
    helm charts against common configuration risks, managing credentials in secret
    layers instead of source files, and verifying container images in pipeline states.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Security
  - Hardening
  - Sysdig Standards
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/intro-runtime-security-falco:
  title: 'sysdig.com: Getting started with runtime security and Falco'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walkthrough illustrating how to onboard Falco, configure
    fundamental detection policies, and process live security event streams. Guides
    developers in translating raw system-call patterns into human-readable alerts,
    highlighting deployment configurations utilizing Helm charts as daemonsets.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Runtime Security
  - Threat Detection
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/k3s-sysdig-falco:
  title: "sysdig.com: K3s + Sysdig: Deploying and securing your cluster… in less than
    8 minutes! \U0001F31F"
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A technical runtime safety guide showcasing integration of Sysdig monitoring
    agents and CNCF Falco threat detection engines inside light K3s edge frameworks.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Edge & IoT
  - Security
  - Runtime Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-22-whats-new:
  title: 'sysdig.com: Kubernetes 1.22 – What’s new?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights Sysdig's review of Kubernetes 1.22. Live
    grounding in 2026 views 1.22 as the milestone where major legacy APIs (like v1beta1
    Ingress) were fully removed, causing teams to aggressively update Helm charts.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.22
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-23-whats-new:
  title: 'sysdig.com: Kubernetes 1.23 – What’s new?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents Sysdig's assessment of Kubernetes 1.23. Live
    review in 2026 shows this release solidified Dual-stack IPv4/IPv6 services to
    GA and introduced Ephemeral Volumes.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-24-whats-new:
  title: 'sysdig.com: Kubernetes 1.24 – What’s new?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight presents Sysdig's review of 1.24. Live analysis in 2026
    reminds us that 1.24 removed Dockershim, introduced Beta volume expansion, and
    made gRPC probes standard.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.24
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-25-whats-new:
  title: 'sysdig.com: Kubernetes 1.25 – What’s new?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight reviews what is new in 1.25. In 2026, this is remembered
    for bringing Pod Security Admission to GA, KMS v2 alpha, and cgroups v2 enhancements.
  language: English
  resource_type: Article
  complexity: Medium
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.25
  tags:
  - '[EMERGING]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-26-whats-new:
  title: 'sysdig.com: Kubernetes 1.26 – What’s new?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed technical review of the architectural enhancements shipped
    in Kubernetes 1.26. Key features highlighted include Common Expression Language
    (CEL) validation in CustomResourceDefinitions (CRDs), improvements to Pod Scheduling
    Readiness, and container registry migrations. This summary acts as an essential
    checklist for systems engineering teams coordinating scheduled cluster upgrades.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.26 Features
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-1-27-whats-new:
  title: 'sysdig.com: Kubernetes 1.27 – What’s new?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical overview of Kubernetes 1.27's flagship updates. Features
    evaluated include the stabilization of SeccompDefault, container image signature
    verification workflows, and advancements in dynamic resource allocation. This
    serves as a vital blueprint for enterprise platform teams coordinating upcoming
    cluster upgrades.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27 Features
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-releases.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-admission-controllers:
  title: 'sysdig.com: Kubernetes admission controllers in 5 minutes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory guide to Kubernetes admission controllers, explaining
    how validating and mutating webhooks interdict and modify resources before persistence
    to etcd, enhancing enterprise security.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Security
  - Admission Control
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-audit-log-falco:
  title: "sysdig.com: Getting started with Kubernetes audit logs and Falco \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to integrate Kubernetes API audit logs with CNCF Falco
    to capture real-time control plane actions and alert on malicious requests, credential
    abuse, or abnormal operational API traffic.
  language: N/A
  resource_type: article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Observability & Monitoring
  - Runtime Security
  - Sysdig & Falco Audit Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-autoscaler:
  title: 'sysdig.com: Kubernetes pod autoscaler using custom metrics'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A configuration guide describing how to pipe Prometheus metrics into
    the Kubernetes HPA. Focuses on implementing fine-grained, application-level scaling
    indicators directly from live business metric telemetry to resolve demand peaks.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Prometheus Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-capacity-planning:
  title: 'sysdig.com: Kubernetes capacity planning: How to rightsize the requests
    of your cluster'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Sysdig''s guide to capacity planning and rightsizing cluster-wide resources.

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

    - Demystifies how rightsizing avoids both over-provisioning spend and scheduling
    latency.'
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resource Management
  - Resource Planning
  - Capacity Planning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-hpa-prometheus:
  title: 'sysdig.com: Trigger a Kubernetes HPA with Prometheus metrics'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive configuration guide on employing the Prometheus Adapter
    to convert custom PromQL telemetry query metrics into standard Kubernetes Custom
    Metrics, driving granular cluster scaling behaviors.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Prometheus Adapter
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-autoscaling.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-limits-requests:
  title: "sysdig.com: Understanding Kubernetes limits and requests by example \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Practical, hands-on exploration of requests and limits behavior using
    real-world scenarios.

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

    - Traces the exact path leading to memory OOM-Kills and CPU throttling events.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-monitoring-best-practices:
  title: 'sysdig.com: Seven Kubernetes monitoring best practices every monitoring
    solution should enable'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Outlines seven core principles for establishing a reliable Kubernetes
    monitoring framework, highlighting metric aggregation, container life-cycle awareness,
    and Prometheus auto-discovery. Curator Insight: Essential practices for K8s monitoring.
    Live Grounding: Practical guidelines for scaling Prometheus and agent-based scrapers
    without experiencing massive ingestion bottlenecks.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-monitoring-prometheus:
  title: "sysdig.com: Kubernetes Monitoring with Prometheus, the ultimate guide \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'The ultimate operational reference guide for configuring Prometheus
    to pull performance metrics from Kubernetes clusters. Covers kube-state-metrics,
    cAdvisor, node-exporter, and Alertmanager routing. Curator Insight: Masterguide
    for Prometheus in Kubernetes. Live Grounding: The industry standard framework
    for implementing native CNCF observability stacks.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-pod-evicted:
  title: 'sysdig.com: Understanding Kubernetes Evicted Pods'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pod eviction is a proactive defense mechanism executed by the kubelet
    when a node faces critical resource pressure, such as low disk space or memory
    exhaustion. This guide details the eviction lifecycle, explaining the difference
    between soft and hard eviction thresholds. It provides practical strategies for
    configuring tolerations and cluster autoscaling to prevent widespread application
    downtime.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Pod Eviction
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-pod-pending-problems:
  title: 'sysdig.com: Understanding Kubernetes pod pending problems'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pods trapped in a 'Pending' state point directly to scheduling failures
    caused by resource exhaustion, node selectors, or volume binding delays. This
    deep dive from Sysdig explains how to read scheduler events and analyze resource
    request limits to unlock stuck deployments. Engineers will learn how to identify
    node-affinity conflicts and taint/toleration mismatches.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Pod Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-troubleshooting.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-resource-limits:
  title: 'sysdig.com: How to rightsize the Kubernetes resource limits'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Details how to optimize cluster-wide resource limits utilizing metric-driven
    insights.

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

    - Focuses on mitigating unnecessary overhead while keeping applications safe from
    surges.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Resource Management
  - Resource Planning
  - Rightsizing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer:
  title: 'sysdig.com: Kubernetes Services: ClusterIP, Nodeport and LoadBalancer'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analytical guide to native Kubernetes service abstraction layers,
    mapping how the internal control plane links Service resources to running Pod
    IPs. Outlines configuration protocols and target patterns for ClusterIP, NodePort,
    and LoadBalancer configurations.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Service Types
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies:
  title: 'sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This runtime defense guide shows how to mitigate the Log4Shell vulnerability
    (CVE-2021-44228) using Kubernetes network policies. By blocking unauthenticated
    outbound connections from active Java containers, it prevents the remote retrieval
    of unauthorized class payloads. This strategy provides critical protection while
    team-wide patching is underway.
  language: None
  resource_type: Blog
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Mitigations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/monitor-etcd:
  title: 'sysdig.com: How to monitor etcd'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive guide detailing key metrics (consensus latency, database
    size, and leader changes) required for monitoring etcd's health. Covers Prometheus
    integration and alerting strategies to prevent cluster downtime.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Data Store
  - etcd Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/monitor-istio:
  title: 'sysdig.com: How to monitor Istio, the Kubernetes service mesh'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Operational overview focused on gathering metrics from the Istio control
    plane (Istiod) and sidecar proxies. Synthesizes standard Prometheus configurations
    to target golden signals.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Service Mesh
  - Observability
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - istio.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/monitor-kube-proxy:
  title: "sysdig.com: How to monitor kube-proxy \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Explores deep-level networking metric retrieval for the core kube-proxy
    daemon, detailing IPVS connection states, iptables rules execution latency, and
    standard Go runtime indicators. Curator Insight: Specialized network-level monitoring
    guide. Live Grounding: Crucial for network engineers diagnosing inter-service
    latency and routing drops in highly transient container environments.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Networking
  - kube-proxy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/monitor-kubernetes-control-plane:
  title: 'sysdig.com: How to monitor Kubernetes control plane'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical guide detailing how to expose, scrap, and interpret
    diagnostic metrics from core Kubernetes control plane components, including etcd,
    kube-apiserver, kube-controller-manager, and kube-scheduler. Provides target Grafana
    layouts and alerting thresholds critical for cluster-wide health.
  language: None
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  v1_locations: []
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https://www.sysdig.com/blog/monitor-oracle-database-prometheus:
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  ai_summary: Evaluates deploying the OracleDB Prometheus Exporter to parse system
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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https://www.sysdig.com/blog/monitoring-kubernetes:
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  ai_summary: A comprehensive production playbook for running observability systems
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  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.sysdig.com/blog/postgresql-monitoring:
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  ai_summary: An in-depth article evaluating the top 10 PostgreSQL performance metrics
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  status: online
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  hierarchy:
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  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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https://www.sysdig.com/blog/redis-prometheus:
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  ai_summary: Technical guide on configuring the Prometheus Redis Exporter. Outlines
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https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification:
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  ai_summary: Guides engineers through implementing admission controllers in Kubernetes
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https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report:
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  ai_summary: A Sysdig analytical report evaluating active container operations and
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https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code:
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  ai_summary: An industry announcement detailing Sysdig's acquisition of Apolicy.
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https://www.sysdig.com/blog/top-owasp-kubernetes:
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  ai_summary: A deep analysis of the OWASP Kubernetes Top 10, exploring actual deployment
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https://www.sysdig.com/blog/triaging-malicious-docker-container:
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https://www.sysdig.com/blog/troubleshoot-kubernetes-oom:
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  ai_summary: A highly analytical post from Sysdig comparing the operational impacts
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https://www.sysdig.com/blog/vulnerability-assessment:
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  ai_summary: Technical guide on establishing vulnerability management practices across
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https://www.sysdig.com/blog/whats-new-kubernetes-1-20:
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https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices:
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https://www.sysdig.com/learn-cloud-native/container-security-best-practices:
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https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices:
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https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script:
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https://www.systemcodegeeks.com:
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https://www.tablesgenerator.com/markdown_tables:
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https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide:
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https://www.talos-systems.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi:
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https://www.tangowithdjango.com:
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https://www.techbeatly.com/2018/11/how-to-create-increase-or-decrease-project-quota-in-openshift.html:
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https://www.techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series:
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https://www.techbeatly.com/terraform-cheat-sheet:
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https://www.techbeatly.com/terraform-free-courses:
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https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software:
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  ai_summary: 'A curated technical resource and architectural guide covering techerati.com:
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  ai_summary: A curated technical resource and architectural guide covering TGB -
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https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6:
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https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas:
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https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html:
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  ai_summary: 'A curated technical resource and architectural guide covering Web Terminal
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https://www.techradar.com/best/best-devops-tools:
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https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code:
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https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months:
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https://www.techradar.com/news/three-tips-to-implement-kubernetes-with-open-standards:
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? https://www.techrepublic.com/article/aws-has-gone-down-before-as-have-other-providers-fastly-has-lessons-to-share-from-its-own-outage
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https://www.techrepublic.com/article/aws-outage-your-response-to-aws-going-down-shouldnt-be-multicloud:
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  ai_summary: 'A curated technical resource and architectural guide covering ==techrepublic.com:
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https://www.techrepublic.com/article/chatgpt-cheat-sheet:
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  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
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https://www.techrepublic.com/article/devops-is-getting-code-released-faster-than-ever-but-security-is-lagging-behind:
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https://www.techrepublic.com/article/enterprises-get-closer-to-the-app-store-experience-with-kubernetes-and-gitops:
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https://www.techrepublic.com/article/how-to-choose-the-right-cicd-platform:
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https://www.techrepublic.com/article/how-to-create-lets-encrypt-ssl-certificates-with-acme-sh-on-linux:
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  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
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https://www.techrepublic.com/article/ibm-creates-an-open-source-tool-to-simplify-api-documentation:
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https://www.techrepublic.com/article/kanboard-a-simple-to-deploy-easy-to-use-kanban-board-for-project-management:
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https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardization-not-app-portability:
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? https://www.techrepublic.com/article/kubernetes-will-deliver-the-app-store-experience-for-enterprise-software-says-weaveworks-ceo
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https://www.techrepublic.com/article/lean-development:
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  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
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https://www.techrepublic.com/article/opensearch-aws-rolls-out-its-open-source-elasticsearch-fork:
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  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
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https://www.techrepublic.com/article/the-best-programming-languages-to-learn-in-2022:
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  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
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  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033579.274656
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:59:39.274656+02:00'
https://www.techrepublic.com/article/what-can-you-do-azure-files:
  title: '==techrepublic.com: What can you do with Azure Files?=='
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering ==techrepublic.com:
    What can you do with Azure Files?== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033735.327768
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:02:15.327768+02:00'
https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-features-developers-have-been-asking-for:
  title: 'techrepublic.com: Windows Subsystem for Linux 2: The GUI features developers''
    have been asking for'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    Windows Subsystem for Linux 2: The GUI features developers'' have been asking
    for in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033044.796769
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:50:44.796769+02:00'
https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8.html:
  title: 'techsupportpk.com: Install Ansible AWX on CentOS, RHEL 7, 8'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering techsupportpk.com:
    Install Ansible AWX on CentOS, RHEL 7, 8 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031770.929365
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:29:30.929365+02:00'
https://www.techtarget.com/searchapparchitecture/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020:
  title: 4 trends for Kubernetes cloud-native teams to watch in 2020
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores structural transitions within container orchestrations circa
    2020. This historical piece covers the nascent consolidation around service meshes
    and the industrialization of Kubernetes operators across production landscapes.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Ecosystem Trends
  - Historical Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget:
  title: "itprotoday.com: Who's Winning in the Container Software Market \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A business and market analysis of the container software landscape,
    highlighting market share dynamics, consolidation waves, and the competitive positioning
    of major players like Red Hat, VMware, Rancher, and cloud hyperscalers. Reflects
    the strategic evolution toward managed platform-as-a-service models.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Market Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp4.md
  - devops.md
  - docker.md
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS:
  title: 'techtarget.com: Amazon ECS vs. Kubernetes: Which should you use on AWS?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares AWS ECS with EKS. While EKS provides robust, platform-agnostic
    cloud-native standards, ECS offers tighter AWS integration, easier resource management,
    and lower cognitive load.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - AWS
  - ECS vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applications-with-containers-microservices:
  title: Modernize legacy applications with containers, microservices
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines methodologies for containerizing and decomposing legacy applications
    into microservices. It highlights refactoring patterns, the strangler fig pattern,
    and the steps required to isolate state and transition monolithic database architectures
    to distributed cloud-native databases.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Architecture
  - Application Modernization
  - Legacy Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management:
  title: "Compare tools for multi-cloud Kubernetes management \U0001F31F"
  description: "- NetApp Kubernetes Service -- formerly StackPointCloud\n    - Cloudify\n
    \   - Terraform\n    - Rancher\n    - Platform9 Managed Kubernetes\n    - Red
    Hat OpenShift\n    - Juke, from HTBase, now owned by Juniper Networks."
  year: '2021'
  stars: 0
  ai_summary: 'Synthesizes and contrasts several enterprise-grade multi-cloud Kubernetes
    management suites including Red Hat OpenShift, Rancher, Platform9, and Terraform.
    Highlights the design trade-offs between hypervisor-style centralized management
    interfaces and modular GitOps delivery systems. (Live Grounding: While some listed
    tools like StackPointCloud are defunct or archived, the architectural comparison
    criteria remains critical for multi-cluster evaluations in 2026).'
  language: N/A
  resource_type: Technical Comparison
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Multi-Cloud Management
  - Platform Engineering
  - Tooling Comparison
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchcloudcomputing/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services:
  title: Assess managed Kubernetes services for your workloads.
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An evaluation matrix comparing managed Kubernetes offerings (EKS, GKE,
    AKS) with self-managed cluster options. Outlines critical cost considerations,
    operational control trade-offs, security responsibilities, and infrastructure
    integration factors.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Strategy
  - Platform Selection
  - Managed Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitchannel/definition/IBM-International-Business-Machines:
  title: 'searchstorage.techtarget.com: IBM Spectrum'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational reference defining the scope, capabilities, and historical
    context of IBM's software-defined storage portfolio. It details how disaggregating
    storage management software from physical hardware streamlines data mobility across
    hybrid-cloud infrastructures.
  language: English
  resource_type: Article
  complexity: Low
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Storage
  - Enterprise Storage
  - Storage Definitions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-should-be-in-a-cluster:
  title: "techtarget.com: How many Kubernetes nodes should be in a cluster? \U0001F31F\U0001F31F\U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides engineering guidelines on capacity planning, comparing a few
    large nodes vs. many small nodes. Highlights tradeoffs involving blast radius,
    scheduling overhead, resource utilization efficiency, licensing costs, and cloud
    provider API limits during rapid scaling.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - Capacity Planning
  - Cluster Sizing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer:
  title: 'searchitoperations.techtarget.com: Differences between Kubernetes Ingress
    vs. load balancer'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical reference manual comparing the performance cost and operational
    patterns of Layer 4 LoadBalancer services against Layer 7 Ingress Controllers.
    Evaluates routing mechanics, cost-efficiency, and feature capabilities to assist
    in key infrastructure selection phases.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips:
  title: '**Optimize** Kubernetes cluster management with these 5 tips'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides tactical advice on refining cluster performance, including
    standardizing deployment pipelines, enforcing robust RBAC boundaries, monitoring
    control plane metrics, and optimizing resource scheduling.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Cluster Management
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-read-and-follow:
  title: Top 15 DevOps blogs to read and follow
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: TechTarget''s directory of the most influential devops
    online resources. Live Grounding: Identifies industry authorities and practical
    technical publications, steering engineers toward high-signal blogs and community
    forums.'
  language: en
  resource_type: Directory
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Directories
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm:
  title: 'searchitoperations.techtarget.com: Kubernetes policy project takes enterprise
    IT by storm'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights the massive industry shift toward Open Policy Agent (OPA)
    for centralized, policy-as-code enforcement. Emphasizes OPA's ability to unify
    policy layers across different tools like Kubernetes admission controllers, API
    gateways, and CI/CD pipelines.
  language: Rego
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 90ff4ffeb5f45cbacafd4186ad29867811cf7afaef7862137b8735fe5abf4825
  health_score: 100.0
  last_checked: 1779130494.934098
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - OPA
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.934098+02:00'
https://www.techtarget.com/searchitoperations/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management:
  title: "searchitoperations.techtarget.com: GitOps pros grapple with Kubernetes configuration
    management. GitOps users seek ideal Kubernetes config tool \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines how platform engineering teams evaluate configuration management
    systems like Helm, Kustomize, and Jsonnet. Highlights the critical challenges
    of maintaining configuration dry runs and preventing manifest bloat in Git repos.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps:
  title: 'searchitoperations.techtarget.com: CNCF policy-as-code project bridges Kubernetes
    security gaps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An industry report outlining CNCF policy-as-code initiatives designed
    to patch security deficiencies within container orchestration. Compares the operational
    paradigms of Rego-based OPA and YAML-native Kyverno for policy-driven environments.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 7e4b963c7e5767e66da8b580c9a2634fb70fa44f7b8bd86f0ebb122d7b46f666
  health_score: 100.0
  last_checked: 1779130494.947649
  needs_ai_refresh: true
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.947649+02:00'
https://www.techtarget.com/searchitoperations/tip/Ensure-Kubernetes-high-availability-with-master-node-planning:
  title: 'searchitoperations.techtarget.com: Ensure Kubernetes high availability with
    master node planning'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides physical and virtual planning strategies to ensure control
    plane resiliency. Emphasizes split-brain avoidance in etcd clusters, load balancing
    across API servers, and multi-zone master node deployment layouts.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Architecture
  - High Availability
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more:
  title: 'searchitoperations.techtarget.com: Terraform cheat sheet: Notable commands,
    HCL and more'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Technical overview of Terraform command structures,
    state file management, and HCL parameters. Live Grounding: Focuses on troubleshooting
    locked environments, correcting state mismatches, and parsing command logs during
    execution.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.techtarget.com/searchitoperations/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow:
  title: 'searchitoperations.techtarget.com: Tips and tools to achieve a serverless
    DevOps workflow'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the fundamental paradigm shifts involved in building DevOps
    pipelines for abstracted serverless runtimes. The author breaks down the unique
    testing, cold-start optimization, and automated IAM policies required for ephemeral
    compute. Live architecture designs indicate that employing native CI tools combined
    with frameworks like AWS SAM or Serverless Framework is key to maintaining deployment
    reliability at scale.
  language: N/A
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Serverless Systems
  - DevOps Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-PowerShell-and-the-Microsoft-Graph-API:
  title: 'techtarget.com: Get up to speed with PowerShell and the Microsoft Graph
    API'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Assists system engineers transitioning legacy Azure AD libraries to
    Microsoft Graph PowerShell SDK packages. Explains scope permissions, authentication
    paths, and key cmdlets.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - Administration
  - PowerShell SDK
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline:
  title: 'techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous
    Deployment and CI/CD Pipeline'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduction to structural components of continuous delivery environments.
    Details standard pipeline phases, source control integrations, and tooling selections
    to transition from manual builds to automated pipelines.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cicd.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide:
  title: 'techwebspace.com: Get Started with the REST Assured Framework: An Example-based
    Guide'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An exhaustive, code-based architectural guide detailing REST Assured,
    a Java DSL engine for automated API validation. It highlights domain-specific
    testing structures that integrate cleanly into JUnit/TestNG ecosystems.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Testing
  - API Testing
  - Java Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - postman.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.techworld-with-nana.com:
  title: 'Techworld with Nana: Learn DevOps topics easily'
  description: '- [==techworld-with-nana.com/devops-bootcamp==](https://www.techworld-with-nana.com/devops-bootcamp)'
  year: '2023'
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  ai_summary: A premier technical curriculum focused on infrastructure automation,
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https://www.techworld-with-nana.com/post/platform-engineering-guide:
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https://www.techzine.eu:
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https://www.tecmint.com:
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https://www.tecmint.com/20-netstat-commands-for-linux-network-management:
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https://www.tecmint.com/apache-performance-tuning:
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https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool:
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https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories:
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https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux:
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https://www.tecmint.com/control-systemd-services-on-remote-linux-server:
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https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux:
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https://www.tecmint.com/find-recent-modified-files-in-linux:
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https://www.tecmint.com/how-to-kill-a-process-in-linux:
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https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu:
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https://www.tecmint.com/install-apache-kafka-in-centos-rhel:
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https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux:
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https://www.tecmint.com/install-docker-in-rocky-linux-and-almalinux:
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https://www.tecmint.com/install-haproxy-load-balancer-in-linux:
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https://www.tecmint.com/install-htop-on-centos-8:
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https://www.tecmint.com/install-java-on-centos-rhel-fedora:
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https://www.tecmint.com/linux-column-command:
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https://www.tecmint.com/linux-network-bandwidth-monitoring-tools:
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https://www.tecmint.com/manage-containers-using-podman-in-rhel:
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https://www.tecmint.com/pipe-command-output-to-other-commands:
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https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline:
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https://www.tecmint.com/watchman-monitor-file-changes-in-linux:
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https://www.telekom-mms.com/blog:
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https://www.telepresence.io:
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https://www.tenable.com/cloud-security/products/cnapp:
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https://www.terraform.io:
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https://www.terraform.io/docs/commands/index.html:
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https://www.terraform.io/language/resources/provisioners/syntax:
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https://www.teslarati.com/idra-9000-ton-giga-press:
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https://www.testcontainers.org:
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https://www.testinglpoint.com/cucumber-interview-question:
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https://www.testinglpoint.com/features-of-jmeter:
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https://www.testinglpoint.com/timer:
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https://www.testmo.com/guides/gitlab-ci-test-automation:
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https://www.testmuai.com/blog/27-best-practices-selenium-test-automation:
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https://www.testmuai.com/blog/circleci-vs-gitlab:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/scroll-down-in-selenium:
  title: 'lambdatest.com: How To Scroll a Page Using Selenium WebDriver?'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Highlights techniques for manipulating scrolling actions within Selenium
    WebDriver by executing JavaScript commands via JavascriptExecutor. Examines how
    to scroll by coordinates, to specific elements, and dynamically to the bottom
    of the page to trigger lazy loading. Addresses a common issue in automating modern
    single-page applications.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - UI Interaction Techniques
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-github-actions-example:
  title: "lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Demystifies the deployment of browser-based automation tests within
    GitHub Actions runner environments. Evaluates the configurations needed to run
    headless Chrome or Firefox inside Linux containers, specifying steps to checkout
    code, cache Maven artifacts, and publish execution reports. Establishes a modernized,
    Git-centric continuous testing practice.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - GitHub Actions
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-ide-what-is-it-why-is-it-must-for-every-qa:
  title: 'lambdatest.com: Selenium IDE: What Is It? & Why Is It Must For Every QA?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluation of Selenium IDE as a record-and-playback utility. Explores
    its application in rapid prototyping, script generation, and functional testing
    setups for QA teams.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Prototyping Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-java-tutorial-how-to-test-login-process:
  title: 'lambdatest.com: Selenium Webdriver Java Tutorial – Guide for Beginners'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A practical walk-through detailing how to write automated login process
    tests using Selenium with Java. It emphasizes proper page-load strategies, locating
    dynamic input fields, handling synchronization with explicit waits, and verifying
    authentication states. Demonstrates clean Java-based web element management.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Java
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-maven-jenkins-integration:
  title: 'lambdatest.com: How To Integrate Jenkins & Maven With Selenium?'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: This technical guide details the integration of Jenkins, Maven, and
    Selenium to form an automated QA pipeline. It details how to declare dependencies
    within pom.xml, invoke browser drivers via the Surefire plugin, and orchestrate
    automated test suites from Jenkins CI servers. This represents a traditional enterprise
    continuous testing workflow.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Build & Deploy Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-python-cheat-sheet:
  title: 'lambdatest.com: The Ultimate Selenium Python Cheat Sheet for Test Automation'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive testing guide focused on using Selenium within Python
    environments. Explains custom locator methods, dynamic page object models, wait
    strategies, and parallel pipeline testing.
  language: Python
  resource_type: Cheat Sheet
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Quality
  - Testing Automation
  - Selenium
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/selenium-tutorial:
  title: "lambdatest.com: Selenium Automation Testing: Basics and Getting Started
    \U0001F31F"
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides a high-level overview of the Selenium test automation suite,
    illustrating its evolutionary history and cross-browser execution capabilities.
    Outlines the prerequisites, driver setups, and sample execution flows across major
    browsers, establishing a standard onboarding path for engineers new to test automation.
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  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/set-jenkins-pipeline-environment-variables-list:
  title: "lambdatest.com: How To Set Jenkins Pipeline Environment Variables? \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An operational guide detailing how to declare, set, and override global
    and local environment variables in Jenkins declarative and scripted pipelines.
    *Curator Insight*: Environment variable syntax tutorial. *Live Grounding*: Crucial
    for maintaining clean parameterization and securing configurations outside application
    code.'
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Environment Variables
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/teamcity-vs-jenkins-picking-the-right-ci-cd-tool:
  title: 'lambdatest.com: TeamCity vs. Jenkins: Picking The Right CI/CD Tool'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the structural and financial differences between JetBrains
    TeamCity and open-source Jenkins. Highlights Jenkins' raw extensibility via thousands
    of community-authored plugins against TeamCity's high-quality out-of-the-box features,
    configuration-as-code capabilities, and refined user-access controls.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/testng-vs-junit-which-testing-framework-should-you-choose:
  title: 'lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep technical comparison of JUnit and TestNG framework options for
    JVM apps. Explores parallel thread execution, parameterized input handlers, and
    custom testing loops ideal for microservice architectures.
  language: Java
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Testing Frameworks
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - qa.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/upgrade-from-selenium3-to-selenium4:
  title: 'lambdatest.com: How To Upgrade From Selenium 3 To Selenium 4?'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides step-by-step technical blueprints for migrating enterprise
    test suites from Selenium 3 to Selenium 4. Focuses on swapping deprecated classes
    like DesiredCapabilities for specific BrowserOptions, fixing broken Actions chains,
    and addressing changes in package naming conventions. This migration ensures compatibility
    with modern browser drivers.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Migration & Upgrade
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally:
  title: "lambdatest.com: How To Use GitLab CI To Run Tests Locally? \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused tutorial on running GitLab CI tests locally using
    the GitLab Runner CLI. Outlines setup, debugging practices, and environment configuration
    steps to speed up pipeline validation without waiting on remote systems.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/use-jenkins-shared-libraries-in-a-jenkins-pipeline:
  title: "lambdatest.com: How To Use Shared Libraries In A Jenkins Pipeline? \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An industry-wide reference demonstrating the implementation of version-controlled,
    modular Jenkins Shared Libraries to streamline development. This approach encapsulates
    repeatable tasks inside global Groovy modules, minimizing configuration drift
    and maximizing pipeline standardization.
  language: Groovy
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Pipeline Architecture
  - Jenkins Pipeline
  - Shared Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/what-is-deprecated-in-selenium4:
  title: "lambdatest.com: What Is New In Selenium 4 And What Is Deprecated In It?
    \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides a comprehensive architectural mapping of features deprecated
    or completely removed in Selenium 4 (such as DesiredCapabilities, Actions class
    modifications, and the legacy Grid). Explains the technical motivation behind
    transitioning to modern, type-safe alternatives aligned with W3C standards. Vital
    for engineering teams modernizing their testing codebases.
  language: Multi-language
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/what-is-jenkins:
  title: "lambdatest.com: What Is Jenkins Used For? \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A high-level educational article describing the business value of Jenkins,
    its plugin ecosystem, and core deployment use cases. *Curator Insight*: Core fundamentals
    guide. *Live Grounding*: Useful resource for non-technical leadership onboarding.'
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing:
  title: 'lambdatest.com: Why Selenium Grid Is Ideal For Automated Browser Testing?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the system architecture of Selenium Grid. Discusses distributed,
    concurrent test execution across multiple OS systems and browsers to scale continuous
    regression pipelines.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Distributed Testing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.testmuai.com/blog/why-you-need-build-automation-tools-for-selenium-automation-testing:
  title: 'lambdatest.com: Why You Need Build Automation Tools for Selenium Automation
    Testing?'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Analyzes the essential role of build tools like Maven, Gradle, and Ant
    in managing external dependencies, orchestrating test execution, and generating
    unified reports for Selenium frameworks. Highlights the risk of manual dependency
    management and how build tools standardize QA pipelines across teams.
  language: None
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Build Tooling
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/learning-hub/jenkins:
  title: "lambdatest.com: Jenkins Tutorial \U0001F31F"
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'An extensive Jenkins learning hub providing developer onboarding material
    covering setup, node orchestration, plugin configurations, and automated testing
    integrations. *Curator Insight*: Foundational learning path. *Live Grounding*:
    Useful for baseline developer onboarding though less representative of advanced
    IaC pipelines.'
  language: English
  resource_type: Documentation
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.testmuai.com/learning-hub/python-tutorial:
  title: "lambdatest.com: Selenium Python Tutorial \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A technical manual for setting up and utilizing Selenium's Python bindings
    for web automation. Discusses structural components, installing the python bindings,
    organizing test execution via unittest or pytest, and writing declarative, readable
    browser scripts. Promotes clean Pythonic testing patterns.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Python
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/learning-hub/selenium-4:
  title: "lambdatest.com: Selenium 4 \U0001F31F"
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Analyzes the architectural advancements in Selenium 4, specifically
    the absolute deprecation of the JSON Wire Protocol in favor of native W3C WebDriver
    compliance. This change provides direct communication with browsers, eradicating
    translation latency and resolving session instability. The architecture also introduces
    the Chrome DevTools Protocol (CDP) for capturing network events and console logs
    directly.
  language: Multi-language
  resource_type: Reference
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.testmuai.com/learning-hub/selenium-locators:
  title: "lambdatest.com: Selenium Locators Tutorial \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A deep dive into Selenium locator strategies, covering ID, Name, ClassName,
    LinkText, CSS Selectors, and XPath. Compares the performance and stability of
    CSS Selectors against complex XPath queries for navigating nested DOM trees. Guides
    engineers in writing resilient selectors that resist minor UI structural changes.
  language: None
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Element Identification
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testmuai.com/selenium:
  title: 'lambdatest.com/selenium: Introduction to Selenium Basics'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Covers the fundamental building blocks of the Selenium ecosystem, including
    WebDriver, Grid, and IDE. Details the client-server interaction model, browser
    drivers, and basic element locator strategies necessary for automating modern
    web pages. Serves as a fundamental reference for structural testing concepts.
  language: Multi-language
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - test-automation-frameworks.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.testrail.com/blog/what-is-devtestops:
  title: 'blog.gurock.com: What Is DevTestOps?'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores 'DevTestOps', which elevates quality assurance from an external
    stage to continuous, integrated feedback loops throughout continuous delivery
    pipelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: febc182639802f20586bab5499964e4fd6decc088f813233610426fff1876618
  health_score: 100.0
  last_checked: 1779130494.974017
  needs_ai_refresh: false
  hierarchy:
  - Development Methodology
  - DevOps
  - Testing Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-18T20:54:54.974017+02:00'
https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script:
  title: 'testrigtechnologies.com: Selenium Automation Testing: How to write automated
    test scripts using selenium'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A structured introduction to designing robust automated test scripts
    with Selenium WebDriver. Emphasizes separating the execution steps from test assertions,
    selecting stable locator strategies, and using structural setup and teardown methods
    to keep browser state clean between runs.
  language: Multi-language
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Scripting Basics
  tags:
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https://www.theregister.com/2021/09/03/microsoft_azure_deprecations_api_changes:
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https://www.theregister.com/2021/12/06/mysql_a_pretty_poor_database:
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https://www.theregister.com/2021/12/09/the_big_aws_event_120:
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https://www.theregister.com/2021/12/21/how_kubernetes_lowers_costs:
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https://www.theregister.com/2023/01/16/basecamp_37signals_cloud_bill:
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https://www.theregister.com/2023/05/26/microsoft_azure_linux_container:
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? https://www.theregister.com/off-prem/2020/10/07/digitalocean-decides-to-head-rivals-off-at-the-paas-floats-app-platform-to-deploy-run-code-without-juggling-servers/802967
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  ai_summary: This article analyzes DigitalOcean's App Platform launch, presenting
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? https://www.theregister.com/off-prem/2021/07/29/aws-to-retire-ec2-classic-the-network-glue-that-helped-start-the-iaas-rush/527489
: title: 'theregister.com: AWS to retire EC2-Classic – the network glue that helped
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  ai_summary: Marks the official EOL of AWS's original flat network topology (EC2-Classic),
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  hierarchy:
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  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.theregister.com/off-prem/2021/09/03/microsoft-azure-deprecations-api-changes-will-break-applications-and-powershell-scripts/748744
: title: 'theregister.com: Microsoft Azure deprecations: API changes will break applications
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  ai_summary: An examination of the impact of major API deprecations across Azure
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https://www.theregister.com/off-prem/2021/12/09/the-big-aws-event-120-announcements-but-nothing-has-changed/605657:
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  ai_summary: Provides a critical perspective on the massive volume of re:Invent releases,
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https://www.theregister.com/off-prem/2023/01/16/basecamp-details-32-million-bill-that-saw-it-quit-cloud/270397:
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  ai_summary: Investigates 37signals' highly publicized exit from AWS public cloud
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? https://www.theregister.com/security/2020/12/17/passwords-begone-github-will-ban-them-next-year-for-authenticating-git-operations/958514
: title: 'theregister.com: Passwords begone: GitHub will ban them next year for authenticating
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  ai_summary: News analysis detailing the elimination of basic user password authentication
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? https://www.theregister.com/software/2020/04/08/compose-yourselves-docker-has-published-multi-container-app-spec-needs-contributors-to-help-maintain-and-develop-it/311866
: title: 'theregister.co.uk: Compose yourselves – Docker has published multi-container
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  ai_summary: This piece chronicles Docker's donation of the Compose specification
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? https://www.theregister.com/software/2020/09/21/coding-unit-tests-is-boring-wouldnt-it-be-cool-if-an-ai-could-do-it-for-you-thats-where-diffblue-comes-in/318634
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  ai_summary: Highlights Diffblue, an AI tool utilizing reinforcement learning to
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? https://www.theregister.com/software/2020/09/22/microservices-guru-says-think-serverless-not-kubernetes-you-dont-want-to-manage-a-towering-edifice-of-stuff/353334
: title: 'theregister.com: Microservices guru says think serverless, not Kubernetes:
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  ai_summary: Analyzes the perspective that modern development teams should choose
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? https://www.theregister.com/software/2020/10/14/juggling-ansible-openshift-and-k8s-this-is-for-you-red-hat-couples-automation-to-cluster-management/656846
: title: 'theregister.com: Juggling Ansible, OpenShift and K8s? This is for you: Red
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  ai_summary: An analytical piece detailing how architects manage complex workflows
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? https://www.theregister.com/software/2020/12/02/75-of-databases-to-be-cloud-hosted-by-2022-says-gartner-while-dishing-on-the-weak-points-of-each-provider/495782
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https://www.theregister.com/software/2021/12/06/mysql-a-pretty-poor-database-says-ex-oracle-engineer/539827:
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https://www.theregister.com/software/2021/12/21/how-kubernetes-lowers-costs-and-automates-it-department-work/1316708:
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  ai_summary: Evaluates the cost-efficiency and performance benefits of transitioning
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https://www.theregister.com/software/2023/05/26/microsofts-azure-linux-distro-is-now-generally-available/568359:
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  ai_summary: Focuses on the GA release of Azure Linux, Microsoft's proprietary container
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https://www.theserverlessmindset.com/p/best-serverless-database:
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  description: ''
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  ai_summary: Provides a comprehensive comparison of serverless-friendly databases,
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https://www.theskillpedia.com/managing-docker-images-openshift-tutorial:
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  ai_summary: Technical guide on managing and tagging container images within Red
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https://www.thoughtworks.com/radar/tools/helm:
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https://www.threatstack.com:
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https://www.threatstack.com/blog/50-best-aws-cloudwatch-tutorials:
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https://www.thunderclient.io:
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https://www.tigera.io:
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https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni:
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https://www.tigera.io/blog/comparing-kube-proxy-modes-iptables-or-ipvs:
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https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part-1:
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  ai_summary: A practical guide for implementing continuous security compliance by
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https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices:
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https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf:
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  ai_summary: An official Tigera blog post covering the implementation steps for deploying
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https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide:
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https://www.tigerdata.com/learn/postgres-cheat-sheet:
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https://www.timewatch.com/outlook-resource-scheduling:
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https://www.tkng.io:
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https://www.tkng.io/arch:
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https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations:
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https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops:
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https://www.toptal.com:
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https://www.toptal.com/kubernetes/service-mesh-comparison:
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https://www.twitch.tv/redhatopenshift:
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https://www.udemy.com/how-to-architect-with-a-design-for-failure-approach:
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https://www.udemy.com/learn-devops-advanced-kubernetes-usage:
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https://www.varnish-cache.org:
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https://www.varnish-cache.org/installation/redhat:
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https://www.varnish-software.com:
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https://www.varnish.org/index.html:
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https://www.varnish.org/index.html/installation/redhat:
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https://www.vaultproject.io:
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https://www.vcluster.com:
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  ai_summary: vcluster represents the industry-leading standard for running virtual
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  v1_locations:
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  discovered_at: '2026-05-17T16:45:16.227475+02:00'
https://www.vcluster.com/blog/checklist-for-kubernetes-based-development:
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  ai_summary: A developer-focused architecture checklist detailing ideal steps to
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https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migration:
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  ai_summary: An operations guide detailing step-by-step conversion methodologies
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  hierarchy:
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https://www.vcluster.com/blog/gitops-kubernetes-explained:
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  ai_summary: A comprehensive conceptual guide detailing how virtualized cluster architectures
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https://www.vcluster.com/blog/how-to-set-up-kubernetes-requests-and-limits:
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  ai_summary: 'An enterprise-focused tutorial explaining the logistics of setting
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https://www.vcluster.com/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter:
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  ai_summary: A high-density architectural breakdown of the API server's webhook intercept
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https://www.vcluster.com/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes:
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  ai_summary: Outlines pattern-driven integrations for bridging classic corporate
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  resource_type: Technical Blog
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https://www.vcluster.com/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana:
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  ai_summary: Explains how to harness native Prometheus resource allocation metrics
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  hierarchy:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.vcluster.com/blog/kubernetes-dashboards-headlamp:
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  year: '2024'
  stars: 3
  ai_summary: A comprehensive technical comparison evaluating Headlamp as an alternative
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https://www.vcluster.com/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools:
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  ai_summary: An expert analysis comparing five of the best open-source monitoring
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  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution:
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  ai_summary: Evaluates virtual clusters (vcluster) as the premier tool for hard multi-tenancy.
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  status: online
  addition_method: manual
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  v1_locations: []
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https://www.vcluster.com/blog/kubernetes-network-policies-a-practitioners-guide:
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https://www.vcluster.com/blog/kubernetes-network-policies-for-isolating-namespaces:
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  ai_summary: A prescriptive playbook for securing multi-tenant clusters, detailing
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https://www.vcluster.com/blog/kubernetes-nginx-ingress:
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  ai_summary: Provides ten practical and essential tuning annotations for NGINX Ingress
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https://www.vcluster.com/blog/kubernetes-on-windows-6-life-saving-tools-and-tips:
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  stars: 0
  ai_summary: A technical resource detailing operational best practices, troubleshooting
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  status: online
  addition_method: manual
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https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns:
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  stars: 0
  ai_summary: Deconstructs advanced RBAC patterns, focusing on namespace isolation,
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  language: English
  resource_type: Technical Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices:
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  ai_summary: Explores the design space of StatefulSets, concentrating on Volume Claim
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  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.vcluster.com/blog/kubernetes-virtual-clusters-for-ci-cd-testing:
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  stars: 4
  ai_summary: Demystifies the deployment of virtual clusters (vcluster) on shared
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  language: English
  resource_type: Technical Blog
  complexity: Advanced
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  status: online
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  hierarchy:
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  v2_locations:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling:
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  stars: 0
  ai_summary: Surveys the open-source landscape for multi-tenant cluster enablement.
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  language: Go
  resource_type: Blog
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  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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https://www.vcluster.com/blog/platform-engineering-the-definitive-guide:
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  year: '2024'
  stars: 0
  ai_summary: Comprehensive guide from the creators of vcluster detailing the architectural
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  language: English
  resource_type: Guide
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  status: online
  addition_method: manual
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https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-changer:
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https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace:
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https://www.vcluster.com/blog/the-cost-of-managed-kubernetes-a-comparison:
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  ai_summary: A comprehensive cost analysis comparing managed Kubernetes offerings
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https://www.vcluster.com/blog/using-kubernetes-ephemeral-containers-for-troubleshooting:
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https://www.veeam.com/products/cloud/kubernetes-data-protection.html:
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https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa:
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https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-golang-based-part-3:
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https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-helm-based-part-1:
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https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse:
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https://www.viewnext.com/front-end-vs-back-end:
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https://www.viewnext.com/que-es-gitops:
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https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023:
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https://www.virtualizationhowto.com/2024/02/vmware-by-broadcom-lesson-dont-base-your-career-on-a-product:
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https://www.visidata.org:
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https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kanban:
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  ai_summary: A comprehensive comparison of major software development paradigms,
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https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022:
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https://www.vmware.com/products/app-platform/tanzu:
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https://www.vmware.com/products/cloud-infrastructure/vsphere:
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https://www.vmware.com/products/vsphere.html:
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https://www.vogella.com/tutorials:
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https://www.vogella.com/tutorials/ApacheMaven/article.html:
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https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability:
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https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks:
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https://www.vxav.fr/2021-09-13-interacting-with-containerd-runtime-for-kubernetes:
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https://www.w3.org/TR:
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https://www.w3schools.io/file/yaml-vs-yml:
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https://www.wappalyzer.com/technologies/documentation-tools/mkdocs:
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https://www.warp.dev:
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https://www.warpbuild.com:
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https://www.waypointproject.io:
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https://www.weave.works:
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https://www.weave.works/blog/6-business-benefits-of-kubernetes:
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  ai_summary: From the creators of GitOps, this analysis frames Kubernetes not just
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https://www.weave.works/blog/aws-networking-overview---part-2:
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https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops:
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https://www.weave.works/blog/category/kubernetes:
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  ai_summary: A curated technical resource and architectural guide covering weave.works/blog/category/kubernetes
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  v1_locations:
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https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g:
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  ai_summary: Case study analyzing how major telecommunications networks (e.g., Deutsche
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https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux:
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  stars: 3
  ai_summary: Presents Flamingo, the Flux subsystem for Argo CD, engineered to combine
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https://www.weave.works/blog/gitops-in-the-modern-enterprise:
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https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity:
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https://www.weave.works/blog/introduction-to-kubernetes-pod-networking--part-1:
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https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery:
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https://www.weave.works/blog/kubernetes-cluster:
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  ai_summary: Details the core elements forming a Kubernetes cluster, covering worker
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https://www.weave.works/blog/kubernetes-components-that-makeup-its-architecture:
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  ai_summary: A high-fidelity architectural reference cataloguing the operational
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https://www.weave.works/blog/kubernetes-deployment-strategies:
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https://www.weave.works/blog/kubernetes-in-the-enterprise:
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https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api:
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  ai_summary: An architectural guide exploring the intersection of Cluster API (CAPI)
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https://www.weave.works/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world:
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  ai_summary: 'Demonstrates how Flux-based GitOps patterns manage complex fleet deployments
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https://www.weave.works/blog/one-year-kured-kubernetes-reboot-daemon:
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https://www.weave.works/blog/progressively-delivering-applications-across-cloud-and-on-premise:
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https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production:
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  year: '2021'
  stars: 5
  ai_summary: A comprehensive production-readiness roadmap. Addresses key criteria
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  resource_type: Article
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  status: online
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https://www.weave.works/blog/the-history-of-gitops:
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  year: '2021'
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  ai_summary: Traces the term 'GitOps' from its coining in 2017 by Weaveworks' Alexis
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https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye:
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  ai_summary: Explores structural changes in teams adopting GitOps. Asserts that GitOps
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https://www.weave.works/blog/tools-for-automating-and-implementing-cloud-native-patterns:
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  ai_summary: 'Weave Works article detailing software tools engineered to validate
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https://www.weave.works/blog/what-is-a-self-service-developer-platform:
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  ai_summary: Details the philosophy of Platform Engineering through self-service
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https://www.weave.works/blog/what-is-gitops-really:
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  ai_summary: Explores the architectural differences between 'push-based' CI/CD pipelines
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https://www.weave.works/blog/wkp-team-workspaces-rbac:
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  ai_summary: Examines multi-tenant operational security in Weave Kubernetes Platform
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  resource_type: Article
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  hierarchy:
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  v1_locations: []
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https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops:
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  year: '2019'
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  ai_summary: The official Weaveworks blog post introducing WKSctl. Demonstrates how
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https://www.weave.works/docs/net/latest/overview:
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  year: N/A
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https://www.weave.works/features/prometheus-monitoring:
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https://www.weave.works/product/gitops-enterprise:
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  ai_summary: Enterprise edition of the Weave GitOps delivery platform. Following
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https://www.weave.works/technologies/gitops:
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  ai_summary: A foundational guide to GitOps concepts as originally defined and structured
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    (Curator Insight), corporate closures shifted direct tooling maintenance to broader
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https://www.weave.works/technologies/going-cloud-native-6-essential-things-you-need-to-know:
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https://www.weave.works/use-cases/security-with-gitops:
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  year: '2021'
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  ai_summary: Investigates GitOps as a strong security posture where developers do
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https://www.webcodegeeks.com/python/python-django-tutorial:
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  year: '2018'
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  ai_summary: A foundational primer reviewing core MVC patterns inside Django. Details
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https://www.weblineindia.com/blog/all-about-devops-automation:
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https://www.websiteplanet.com/blog/what-is-open-source-software:
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https://www.websiteplanet.com/blog/what-is-open-source-software/?geo=us&device=desktop:
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https://www.wecloudpro.com/2020/08/22/kubernetes-disaster-recovery-with-velero.html:
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  ai_summary: "A curated technical resource and architectural guide covering wecloudpro.com:
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https://www.wecloudpro.com/2020/11/01/Balance-your-kubernetes-cluster.html:
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https://www.wecloudpro.com/2021/08/21/Watchers-in-Kubernetes.html:
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  ai_summary: 'A curated technical resource and architectural guide covering wecloudpro.com:
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https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html:
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  ai_summary: "A curated technical resource and architectural guide covering wecloudpro.com:
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https://www.wecloudpro.com/2021/11/28/Argocd-helm.html:
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  ai_summary: 'A curated technical resource and architectural guide covering wecloudpro.com:
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https://www.weekly.tf:
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  ai_summary: A widely read community newsletter focusing on Terraform, OpenTofu,
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https://www.weekly.tf/p/issue-171-terramate-using-llms-to-generate-terraform-api-gateway-with-lambda-guardduty-imdsv2:
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https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad:
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  ai_summary: Explica cómo la ofuscación de código protege la propiedad intelectual
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  hierarchy:
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https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell:
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  ai_summary: A Spanish-language security guide that explains the strategic implications
    of the Log4Shell vulnerability for business leaders. It outlines steps for mapping
    organizational risk exposure, coordinating IT teams, and auditing third-party
    software vendors. This guide provides valuable insights for aligning compliance
    goals with technical remediation efforts.
  language: None
  resource_type: Article
  complexity: Beginner
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  - Vulnerabilities
  - Spanish Technical Advisory
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.whizlabs.com:
  title: Whizlabs
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Professional certification training platform offering detailed exam
    preparation simulations for CKA, CKAD, and CKS. Combines structured video guides
    with cloud-based sandboxes to test real-world debugging capabilities, container
    engineering, and system security practices.
  language: English
  resource_type: Training Platform
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Certifications
  - Cloud & DevOps
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - elearning.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.whizlabs.com/blog/google-cloud-platform:
  title: 'whizlabs.com: Introduction To Google Cloud Platform'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive introductory article mapping out GCP foundational structures,
    virtual machine instances, VPC networking, storage classes, and certification
    paths for beginners.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - GoogleCloudPlatform.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.whizlabs.com/blog/kinesis-vs-kafka:
  title: 'whizlabs.com: AWS Kinesis vs Kafka Apache'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Comparative architectural review between AWS Kinesis and Apache Kafka.
    Analyzes data retention policies, throughput capabilities, scaling overheads,
    and total cost of ownership (TCO) profiles.
  language: None
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Infrastructure
  - Event Streaming
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-data.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.wildfly.org:
  title: WildFly
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The project homepage for WildFly, Red Hat's open-source application
    server executing modern Jakarta EE specifications. Live Grounding highlights WildFly
    as a high-performance, modular system featuring fast startup and low memory usage,
    heavily favored for container deployments.
  language: English
  resource_type: Website
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - WildFly
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - java_app_servers.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.wired.co.uk/article/great-resignation-quit-job:
  title: 'wired.co.uk: The Great Resignation is here and no one is prepared'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
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  addition_method: manual
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  health_score: 100.0
  last_checked: 1779030444.015108
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/recruitment.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:07:24.015108+02:00'
https://www.wired.com/story/calendly-google-calendar-appointment-schedule:
  title: 'wired.com: Google Calendar''s ‘Appointment Schedule’ Is Good, Not Great'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: 3aeb1741de2047f28aca8ac3460ea7d9ef37dee20194e4d0042d252ad21a35f3
  health_score: 100.0
  last_checked: 1779034155.902698
  needs_ai_refresh: true
  hierarchy: []
  tags: []
  v1_locations:
  - docs/appointment-scheduling.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:09:15.902698+02:00'
https://www.wired.com/story/great-resignation-quit-job:
  title: 'wired.co.uk: The Great Resignation is here and no one is prepared'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth analysis of the structural workforce shifts in technology
    during the Great Resignation. It argues that traditional retention frameworks
    fail because they do not address developer demands for tooling modernization,
    architectural trust, and flexible operations.
  language: English
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - The Great Resignation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.wired.com/story/web3-gavin-wood-interview:
  title: 'wired.com: The Father of Web3 Wants You to Trust Less'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview with Ethereum co-founder and Polkadot creator Gavin Wood
    on the engineering philosophy behind Web3. Wood details the transition from trusting
    centralized authorities to relying on cryptographic truth, smart contracts, and
    decentralized state machines to enforce transparency.
  language: N/A
  resource_type: Interview
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Emerging Paradigms
  - Web3 Architecture
  - Decentralized Systems
  - Vision & Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - web3.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions:
  title: Avoiding Mistakes with AWS OIDC Integration Conditions
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A security deep dive into AWS IAM OIDC trust relationships. Explains
    how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions
    pipelines and outlines steps to prevent account compromise.
  language: English
  resource_type: Blog
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Engineering
  - DevSecOps
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-security.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.worksome.com:
  title: worksome
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A specialized platform dedicated to managing the compliance, invoicing,
    and tax liabilities of freelance workforces. It simplifies cross-border payments
    and contractor verification workflows. Live grounding showcases its extensive
    utility for HR compliance departments under shifting labor regulations.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Contractor Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - freelancing.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure:
  title: 'wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with''
    Microsoft Azure'
  description: ''
  year: N/A
  stars: 0
  ai_summary: 'A curated technical resource and architectural guide covering wraltechwire.com:
    Red Hat expands hybrid cloud efforts in Ansible deal with'' Microsoft Azure in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: null
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032774.191549
  needs_ai_refresh: false
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:46:14.191549+02:00'
? https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80
: title: 'xataka.com: Copilot ya escribe el 40% del código de lenguajes como Java
    o Python que llega a GitHub. En cinco años llegará al 80%'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes quantitative telemetry revealing that Copilot synthesizes
    up to 40% of standard Java and Python files across active repositories. Provides
    a forecast pointing toward massive automation of standard boilerplate over the
    next decade. Challenges traditional metrics of programmer output.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara
: title: 'xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya
    está disponible para todos: cuánto cuesta y quienes lo pueden usar gratis'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details Copilot's commercial launch parameters, monthly subscription
    prices, and academic access plans. Outlines the technical setup prerequisites
    inside modern desktop environments. Summarizes enterprise governance policies
    for internal tooling onboarding.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Ecosystem Launch
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche
: title: 'xataka.com: El Excel se ha usado en la Fórmula 1 hasta que se han dado cuenta
    que no es la mejor forma de controlar las 20.000 piezas del coche'
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Investigates Williams Racing's historic reliance on Microsoft Excel
    for managing over 20,000 individual Formula 1 car components, and their subsequent
    modernization. The lack of relational integrity, collaborative concurrency, and
    historical audit trails in spreadsheets led to massive operational overhead and
    design desynchronization. This serves as a stark warning on the limits of "shadow
    IT" and the urgent necessity of database-backed configuration management databases
    (CMDBs).
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - System Architecture
  - Data Management
  - Enterprise Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - databases.md
  - customer.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral:
  title: 'xataka.com: La Gran Renuncia está ganando terreno en España, pero hay dos
    barreras: salarios bajos e indemnizaciones'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An evaluation of macro-economic barriers limiting labor mobility in
    Spain. It explains how lower base salaries combined with statutory severance packages
    create financial anchors that make local engineers more risk-averse.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors
: title: 'xataka.com: La guerra de talento en el sector tecnológico amenaza la viabilidad
    de muchas pymes españolas: cada vez les resulta más difícil retener a los seniors'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article examines how global remote hiring has driven up senior
    software engineer salaries, creating a challenging recruitment environment for
    Spanish small-to-medium enterprises (SMEs) operating on local budgets.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb
: title: 'xataka.com: "Han recomendado calcular cuánto dinero queda y al resto despedirles":
    las startups españolas frente a la quiebra de SVB'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A retrospective analysis examining startup liquidity management techniques
    during global banking shifts, detailing operational survival models, emergency
    fund structures, and runway calculations.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Organizations
  - Financial Risk
  - Startups
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - hr.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
? https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento
: title: 'xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento
    profesional como estrategia para retener talento'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Identifies learning and career advancement as core
    strategies to prevent engineer turnover. Live Grounding: Validates that continuous
    upskilling programs and transparent technical leadership tracks prevent talent
    attrition within highly skilled engineering teams.'
  language: es
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Professional Practice
  - Career Paths
  - Retention
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada
: title: 'xataka.com: Me hice funcionario siendo ingeniero: qué me da la administración''
    pública que no consigue la empresa privada'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: e9cd86bffde226cf88b1ba5063a8f9ecdc8355b09b52298c92eab1c2518f83b3
  health_score: 100.0
  last_checked: 1779029172.643837
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
  - docs/recruitment.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T16:46:12.643837+02:00'
? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1
: title: 'xataka.com: Me hice funcionario siendo ingeniero: qué me da la administración
    pública que no consigue la empresa privada'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Contrasts personal experiences of transitioning from
    private tech sectors into stable government administration roles. Live Grounding:
    Evaluates the stability, work-life balance, and architectural limitations of government
    IT systems versus the high-stress, fast-paced deployments found in modern private
    enterprises.'
  language: es
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Professional Practice
  - Career Paths
  - Public Sector
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo:
  title: 'magnet.xataka.com: Esclavos de la improductividad: el 70% de las reuniones
    impiden que los empleados hagan su trabajo'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores empirical research showing that 70% of workplace meetings actively
    prevent employees from completing their actual tasks. Advocates for 'No Meeting
    Days' and asynchronous communication strategies to enable high-focus developer
    work, reduce cognitive load, and boost execution speed in modern cloud-native
    software development pipelines.
  language: es
  resource_type: Analysis
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Engineering Leadership
  - Developer Productivity
  - Asynchronous Collaboration
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos:
  title: 'magnet.xataka.com: La "gran renuncia" americana, o cómo los trabajadores
    se han hartado del sistema y están dejando sus empleos'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A cultural analysis explaining the American 'Great Resignation' in Spanish.
    It presents the phenomenon as a structural rejection of developer burnout, stagnating
    wages, and unsustainable delivery pipelines.
  language: Spanish
  resource_type: article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - The Great Resignation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien:
  title: 'xataka.com: El auge del coche eléctrico y autónomo se ha topado con otra
    barrera: el software. Volkswagen lo sabe bien'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Analyzes the structural and architectural software challenges faced
    by Volkswagen (specifically Cariad) during its transition to Electric Vehicles
    (EVs) and Autonomous Driving (AD). The analysis covers the friction between legacy
    hardware-centric development cycles and modern, unified software-defined platform
    architectures. It highlights how decoupled hardware/software layers are critical
    to avoiding catastrophic launch delays in complex distributed automotive systems.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - System Architecture
  - Automotive Systems
  - Software-Defined Vehicles
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - customer.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22:
  title: 'xataka.com: Así se reparte el mercado cloud: los tres grandes tienen el
    63%, los siguientes 10 un 22%'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth analysis of global cloud market distribution, focusing on
    how AWS, Azure, and GCP control over 60% of the market. It explains the systemic
    risks of hyperscaler oligopoly on enterprise supply chains. Live grounding reinforces
    its warnings regarding the lack of supplier diversity in critical infrastructure.
  language: Spanish
  resource_type: Case Study/News
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Strategy
  - Market Share
  - Hyperscalers
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - public-cloud-solutions.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo:
  title: 'xataka.com: Hasta AWS se pasa al low-code: Workflow Studio es su primera
    herramienta de desarrollo de bajo código'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Un análisis en español sobre Workflow Studio para AWS Step Functions,
    detallando cómo la interfaz visual democratiza el diseño de arquitecturas serverless
    de bajo código (low-code). Permite a desarrolladores y analistas diagramar flujos
    lógicos, interactuando con otros servicios de AWS de manera intuitiva y reduciendo
    la complejidad del código.
  language: Spanish
  resource_type: Service Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Application Integration
  - Serverless Orchestration
  - Step Functions
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - aws-newfeatures.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
? https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas
: title: 'xataka.com: La deuda técnica, un lastre para las tecnológicas: un estudio
    señala que los informáticos pierden casi un día de trabajo a la semana para solventarlas'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Analiza las repercusiones financieras y operativas de la deuda técnica
    dentro de los equipos de desarrollo modernos, destacando que los ingenieros pierden
    aproximadamente un día por semana mitigándola. El informe subraya la necesidad
    de implementar prácticas de refactorización continuas y arquitecturas robustas
    para mitigar este impacto.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Software Engineering Principles
  - Technical Debt
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana:
  title: 'xataka.com: La Gran Renuncia: en EEUU los empleados están dejando en masa
    sus trabajos, la gran pregunta es si veremos esto (y cuándo) en España'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This report evaluates whether the Great Resignation could occur within
    the Spanish tech ecosystem. It highlights unique labor barriers, contract regulations,
    and differing regional employer-employee dynamics.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella:
  title: "xataka.com: IBM se multiplica: la IBM de siempre mantiene el foco en la
    nube, pero crea una nueva empresa para los servicios de red gestionados \U0001F31F"
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A Spanish-language news analysis explaining IBM's historical split that
    spun off Kyndryl to focus IBM squarely on Hybrid Cloud and AI. Live Grounding
    verifies this corporate reorganization succeeded in clarifying IBM's strategic
    technology focus around OpenShift and hybrid cloud workloads.
  language: Spanish
  resource_type: Blog / Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Cloud Market
  - IBM
  - Corporate Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ibm_cloud.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
? https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos
: title: 'xataka.com: La Seguridad Social crea una app móvil para gestionar la nueva
    cuota de autónomos: permitirá cambiar de tramo mensualmente'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reporting on the official Spanish Social Security app designed to manage
    the updated real-income-based contribution system. It describes the integration
    of digital tools that allow freelancers to dynamically adjust their monthly insurance
    brackets based on real-time net earnings.
  language: N/A
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Regulations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - freelancing.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/pro/talon-aquiles-aws-sus-altas-tarifas-salida-datos-sus-rivales-empiezan-a-explotarlo-guerra-precios-gigante-nube
: title: 'xataka.com: El talón de Aquiles de AWS son sus altas tarifas de salida de
    datos, y sus rivales empiezan a explotarlo: guerra de precios contra el gigante
    de la nube'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An informative Spanish article highlighting the high financial burden
    of AWS egress fees and how competitors leverage this pricing vulnerability to
    acquire market share. Live grounding indicates its historical accuracy, pointing
    to regulatory pressures in the EU which forced hyperscalers to lower egress fees.
  language: Spanish
  resource_type: Case Study/News
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Economics
  - Egress Fees
  - Market Competition
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - public-cloud-solutions.md
  youtube_mosaic: {}
  discovered_at: '2026-06-01T00:00:00+02:00'
https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft:
  title: 'xataka.com: Copilot es una revolución para programadores (pero también un
    potencial problema legal para Microsoft)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed legal exploration into copyright violation risks Microsoft
    accepted when commercializing Copilot. Analyzes how training models on public
    codebases challenges the fair-use doctrine. Establishes context for enterprise
    IP protection policies in AI-assisted development.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Legal & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft
: title: Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous
    Free Tier
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details Google's launch of Gemini Code Assist, leveraging a vast token
    context window. Emphasizes integration within internal IDEs and Google Cloud Platform
    services to challenge the GitHub Copilot ecosystem.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - AI & Platform Engineering
  - AI Assistants
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  - chatgpt.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia:
  title: 'xataka.com: Llevo algunos días usando Copilot de GitHub para programar y
    esta es mi experiencia'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a developer's field report examining actual friction points
    and production speedups when integrating GitHub Copilot. Discusses context window
    limitations, boilerplate deduction rates, and correctness verification challenges.
    Essential for setting realistic expectations of AI output quality.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa:
  title: 'xataka.com: Microsoft no quiere poner todos los huevos en la misma cesta:
    anuncia una asociación con Mistral AI, la OpenAI de Europa'
  description: "- Mistral AI accederá a la infraestructura en la nube de Azure AI
    para desarrollar sus modelos y ofrecerlos comercialmente\n    - La startup, con
    sede en París, acaba de lanzar su modelo de lenguaje Mistral Large y su chatbot
    conversacional Le Chat"
  year: '2024'
  stars: 0
  ai_summary: Details Microsoft's strategic alliance with French AI startup Mistral
    AI, expanding model choices on Azure Cloud. It details how the partnership offers
    developers alternative foundation models like Mistral Large, decreasing vendor
    lock-in. It illustrates the shifting geopolitical dynamics and cloud distribution
    wars of foundation models.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Ecosystem Partnerships
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode:
  title: 'xataka.com: Los programadores ya alucinaban con CoPilot y ChatGPT, pero
    ahora DeepMind va más allá con AplhaCode'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares OpenAI's coding models to DeepMind's AlphaCode. Analyzes AlphaCode's
    specialized algorithm structures designed to address multi-variable competitive
    programming challenges. Highlights key architectural differences in model validation
    and generation.
  language: Spanish
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Competitive Landscape
  tags:
  - '[EMERGING]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3
: title: 'xataka.com: Para qué programar cuando una máquina lo hace (un poco) por
    ti: así es Github Copilot, un sistema que se nutre del prodigioso GPT-3'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep analysis of GitHub Copilot's initial GPT-3 powered capabilities.
    Explains how neural networks infer developer intent from raw codebase comments
    and structural definitions. Anticipates major technical transitions from manual
    coding to template-based prompt engineering.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Technology Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos:
  title: 'xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive expert-driven review of how GPT-4 and Copilot have structurally
    altered the software engineering lifecycle. Evaluates productivity shifts, risks
    of cognitive offloading, and structural changes in junior developer onboarding
    processes.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - AI-Assisted Development
  - Industry Impact
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana:
  title: 'xataka.com: Por qué Amazon ha elegido Aragón para instalar sus tres primeros
    centros de datos en España'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical study published by Xataka highlighting why Amazon chose
    Aragon to construct its major Spanish data center hubs, focusing on physical security,
    fiber links, and regional green energy availability.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-spain.md
  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.xenonstack.com/blog/serverless-open-faas-java:
  title: 'xenonstack.com: Serverless Architecture with OpenFaaS and Java'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates using JVM workloads within OpenFaaS, detailing compilation
    strategies, framework footprint reduction, and optimizing startup latency for
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  language: Java
  resource_type: Technical Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Kubernetes Serverless
  - OpenFaaS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.xenonstack.com/blog/serverless-openfaas-java:
  title: 'xenonstack.com: Serverless Architecture with OpenFaaS and Java'
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 24ebd6dc664ac99dafe35d8c4cdbe839f9b8fbf487c1eb8ebaded150dc329ce1
  health_score: 100.0
  last_checked: 1779030238.932952
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  - docs/serverless.md
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:03:58.932952+02:00'
https://www.xenonstack.com/insights/stateful-and-stateless-applications:
  title: 'xenonstack.com: Stateful and Stateless Applications Best Practices and Advantages'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A foundational comparison of stateful vs. stateless application lifecycles.
    Discusses container orchestration challenges, dynamic volume provisioning, storage
    performance targets, and state management trends for scalable distributed networks.
  language: Conceptual
  resource_type: Architectural Reference
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments:
  title: 'xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Highlights the compatibility of Test-Driven Development (TDD) with rapid
    iteration cycles. Details how creating early test layouts facilitates modular
    software designs and cuts post-deployment regressions.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 85facb56a2e9d58fd217b7caec4fea7d9684b1d30fd3ca8c6c031d66cd535b95
  health_score: 100.0
  last_checked: 1779033170.390818
  needs_ai_refresh: true
  hierarchy:
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  - Continuous Testing
  - Testing Methodologies
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:52:50.390818+02:00'
https://www.xeridia.co.uk/blog/importance-testing-devops:
  title: 'xeridia.co.uk: The Importance of Testing in DevOps'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An exploration of testing methods within continuous pipelines. Outlines
    ways to automate execution steps for integration and compliance scans to ensure
    consistency across active clusters.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 3f203a6c45a135e3a81f9cd780db42c4eae76f3d36596f8c21b91d2dd22211db
  health_score: 100.0
  last_checked: 1779030803.64258
  needs_ai_refresh: true
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:13:23.642580+02:00'
https://www.yamllint.com:
  title: 'yamllint.com: YAML Lint - The YAML Validator'
  description: ''
  year: '2022'
  stars: 5
  ai_summary: The web-based standard for pasting, formatting, and validating raw YAML
    payloads. It provides immediate visual feedback on structural bugs, key duplicates,
    and spacing issues, serving as a quick helper for DevOps engineers debugging pipelines.
  language: N/A
  resource_type: tool
  complexity: beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - yaml.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.yeeply.com:
  title: "yeeply \U0001F31F"
  description: ''
  year: N/A
  stars: 0
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: 31b7067754281e1dbc1a25c481bd139524b193f46bfe0d8ac66faf733597c2e6
  health_score: 100.0
  last_checked: 1779032151.069075
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations:
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  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-05-17T17:35:51.069075+02:00'
https://www.yegor256.com/2014/07/24/rultor-automated-merging.html:
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https://www.youtube.com/c/Gitlab:
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https://www.youtube.com/embed/0Gb1z-2SjHY:
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https://www.youtube.com/embed/318elIq37PE:
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https://www.youtube.com/embed/6eBSHbLKuN0:
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https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg:
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https://www.youtube.com/embed/9vM4p9NN0Ts:
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https://www.youtube.com/embed/BE77h7dmoQU:
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https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKeoX8&clipt=EIzBzwIY1fnSAg:
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https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_Gr8B&clipt=EIDy0gIY4MbWAg:
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https://www.youtube.com/embed/HI6KleJAZPY:
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https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku:
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https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ&clipt=EMSoKxiG3C4:
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https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c:
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https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja:
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  ai_summary: David Heinemeier Hansson critiques the complexity of modern Single Page
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https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad:
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  year: N/A
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  ai_summary: This video critically evaluates the over-engineering of distributed
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https://www.youtube.com/embed/LiSb82Lug7M:
  title: 'GitOps Guide to the Galaxy: Hosted Control Planes (HyperShift)'
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  stars: 0
  ai_summary: 'This session from the GitOps Guide to the Galaxy deconstructs the architecture
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    '
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https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg:
  title: '¿Qué es una Red Neuronal? Parte 1 : La Neurona | DotCSV'
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  year: N/A
  stars: 0
  ai_summary: This video deconstructs the foundational mathematical and algorithmic
    mechanics of a single artificial neuron, illustrating its direct relationship
    with linear regression, weights, biases, and activation functions. In a 2026 cloud-native
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    optimizing distributed micro-models and real-time AI inference engines deployed
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https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1:
  title: Standardizing infrastructure automation with Terraform Enterprise
  description: Featured video in the Top Videos & Clips section.
  year: N/A
  stars: 0
  ai_summary: This presentation details AXA Group's cloud migration strategy (ATLAS)
    utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private
    IaaS migration factory. It highlights how a highly regulated financial enterprise
    standardizes infrastructure-as-code (IaC) practices across multiple global subsidiaries
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https://www.youtube.com/embed/QBqRAMVTmwE:
  title: Building Secure, Well‑Architected Azure Workloads with Azure Verified Modules
    and GitHub Copilot
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  year: N/A
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  ai_summary: 'Azure Verified Modules (AVM) is the official Microsoft infrastructure-as-code
    module library for both Bicep and Terraform. This session explores how AVM standardizes
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    with high-impact security defaults like zone redundancy and disabled public IPs.
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    '
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https://www.youtube.com/embed/Tr4onEST70I:
  title: Fran Heeran, Red Hat | Red Hat Summit 2026
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  ai_summary: In this Red Hat Summit 2026 interview, Fran Heeran details how telecommunications
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    architectures. By leveraging OpenShift Virtualization, telcos can centrally manage
    both legacy virtual machines and modern containers across core networks and the
    far edge, accelerating deployments up to 50%. This unified architecture additionally
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https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW:
  title: Branching Strategies Explained
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  year: N/A
  stars: 0
  ai_summary: This guide provides a comprehensive architectural evaluation of various
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https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIBI5l&clipt=EP2dHhjd8iE:
  title: 'Keynote: 7 Years of Running Kubernetes for Mercedes-Benz'
  description: Featured video in the Top Videos & Clips section.
  year: N/A
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  ai_summary: This architectural retrospective outlines Mercedes-Benz's transformation
    from legacy, manual infrastructure management to an on-premises, self-service
    cloud platform managing nearly 1,000 clusters via Cluster API (CAPI). In a 2026
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https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe:
  title: Red Hat OpenShift Platform Plus - Overview
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  year: N/A
  stars: 3
  ai_summary: Red Hat OpenShift Platform Plus provides an enterprise-grade, multi-cluster
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https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ:
  title: Artificial Intelligence | 60 Minutes Full Episodes
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  year: N/A
  stars: 0
  ai_summary: This documentary anthology traces the rapid evolution of artificial
    intelligence from early deep learning implementations to advanced generative AI
    systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures,
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    orchestration, strict ethical guardrails, and secure data pipelines directly into
    enterprise platform engineering. Understanding these socio-technical shifts assists
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https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHBtRL&clipt=EK2rfRjW9YAB:
  title: Elon Musk talks Twitter, Tesla and how his brain works — live at TED2022
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  year: N/A
  stars: 0
  ai_summary: This systemic interview highlights architectural principles around open-sourcing
    core algorithms to enforce platform transparency and trust, directly paralleling
    modern GitOps, policy-as-code, and zero-trust verification frameworks in Cloud
    Native environments. Additionally, the insights on extreme manufacturing automation
    offer critical design lessons for 2026 edge computing, emphasizing the necessity
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https://www.youtube.com/embed/ghzsBm8vOms:
  title: What is Platform Engineering and how it fits into DevOps and Cloud world
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  year: N/A
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  ai_summary: This video details the evolution of cloud operations into Platform Engineering,
    focusing on the architecture and implementation of Internal Developer Platforms
    (IDPs) to mitigate developer cognitive load. By establishing standardized 'golden
    paths' through Infrastructure as Code (IaC) and self-service APIs, organizations
    can balance developer autonomy with rigorous governance, security, and compliance.
    This paradigm shift optimizes resource provisioning and modernizes DevOps workflows
    for highly scalable, cloud-native environments.
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https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj:
  title: The Brutal Truth Behind Tech Layoffs
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  year: N/A
  stars: 0
  ai_summary: This analysis dissects the macroeconomic shift from hyper-growth talent
    hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering
    teams in favor of lean, automated operations. For a 2026 cloud-native landscape,
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    designed to maximize resource utilization while minimizing human-in-the-loop operational
    overhead. Architects must leverage these insights to build self-healing, highly
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https://www.youtube.com/embed/niuJpAKyb7c:
  title: 'Remote VS Code with Dev Tunnels: access the editor from your browser'
  description: Featured video in the Top Videos & Clips section.
  year: '2023'
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  ai_summary: 'In this tutorial, Gisela Torres explains the architecture and application
    of VS Code Dev Tunnels to enable secure remote access to local development environments.
    Dev Tunnels establish a secure, encrypted connection to VS Code without requiring
    complex VPNs or firewall modifications, allowing developers to connect from any
    web browser or secondary editor instance. For 2026 developer productivity, this
    simplifies remote workspace orchestration and collaborative debugging in cloud-native
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    '
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https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj:
  title: What is DevSecOps? DevSecOps explained in 8 Mins
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  year: N/A
  stars: 0
  ai_summary: This video details the transition from traditional, late-stage security
    audits to DevSecOps, explaining how shifting security left eliminates deployment
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    analysis (SAST), software composition analysis (SCA), and container scanning directly
    within CI/CD workflows. In a 2026 cloud-native context, this paradigm is critical
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https://www.youtube.com/embed/rT4fJNbfe14:
  title: 'Prometheus: The Documentary'
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  year: N/A
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  ai_summary: This documentary explores the architectural genesis of Prometheus at
    SoundCloud, detailing how the shift to microservices necessitated a fundamental
    pivot from host-based monitoring to a pull-based, multi-dimensional metric data
    model. In a 2026 cloud-native context, understanding these foundational design
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https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb:
  title: 'David Heinemeier Hansson: Microservices vs. Monolith'
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  ai_summary: In this discussion, David Heinemeier Hansson critiques the dogmatic
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https://www.youtube.com/embed/videoseries?list=PLmsFUfdnGr3w9BdWjQGAwV7UPW0kspwOp:
  title: Agentic DevOps Live
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  ai_summary: 'This official live series explores the paradigm shift from traditional
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    proactive reliability, GitHub Copilot App Mod Agents for modernizing legacy systems
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    AI governance in 2026.

    '
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https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe:
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  year: N/A
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  ai_summary: This comprehensive video series details core Jenkins CI/CD automation
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  ai_summary: Visual and technical walkthrough illustrating the orchestration of continuous
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  complexity: Intermediate
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  status: online
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  hierarchy:
  - Cloud Native
  - Continuous Delivery
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
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  v2_locations:
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https://www.youtube.com/watch?v=CoUl9_NWdqQ:
  title: 'youtube.com: SwaggerHub 101 An Introduction to Getting Started with SwaggerHub'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A fast-track video guide introducing SwaggerHub, focusing on collaborative
    design structures, style guide validation, unified organization workspaces, and
    automatic mock testing for enterprise API platforms.
  language: English
  resource_type: Video
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
  - API Development
  - API Design Collaboration
  - SwaggerHub
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=D-Q2qXTssLY&feature=youtu.be:
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  description: null
  year: null
  stars: null
  ai_summary: A curated technical resource and architectural guide covering www.youtube.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  last_checked: 1781736239.435085
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  - Kubernetes Tools
  - General Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
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  discovered_at: '2026-06-18T00:43:59.435085+02:00'
https://www.youtube.com/watch?v=D9w3DH1zAc8:
  title: 'youtube: Kubernetes 101: Get Better Uptime with K8s Health Checks'
  description: ''
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  stars: 0
  ai_summary: 'Educational video outlining the foundational principles of Kubernetes
    health checks.

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

    - Perfect for establishing baseline operational knowledge for platform engineering
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  complexity: Beginner
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  status: online
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  hierarchy:
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  - Application Lifecycle
  - Probes & Health Checks
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=DLB9m17aGus:
  title: 'youtube: Deploy OpenShift 4 to vSphere using OpenShift''s UPI'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Video guide focusing on User-Provisioned Infrastructure (UPI) installations
    of OpenShift on VMware vSphere. UPI remains a viable option for heavily restricted
    networks requiring custom storage/network bindings, although modern Installer-Provisioned
    Infrastructure (IPI) has become the de-facto standard.
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  resource_type: Video
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - vSphere Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=DeNflzdjxVM:
  title: 'youtube: Terrraform + Ansible: Automating configuration in infrastructure'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A video tutorial analyzing the complementary patterns of Terraform (for
    provisioning cloud infrastructure) and Ansible (for configuration management and
    application deployment on those instances). Examines state handoff mechanisms,
    dynamic inventory integration, and run-time execution pipelines. Live grounding
    reveals that while native AMI/image-building pipelines are growing, this hybrid
    pattern remains highly utilized in legacy migrations.
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  resource_type: Video
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  - Configuration Management
  - Hybrid Automation
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=DjBBV7oZxm8:
  title: A Hacker's Guide to Language Models
  description: Recorded training session focused on guiding new open-source contributors
    through the Kubernetes SIG landscape and local dev environments.
  year: '2026'
  stars: 4
  ai_summary: This foundational guide demystifies Large Language Models (LLMs) for
    system engineers, demonstrating how to pragmatically integrate, prompt, and fine-tune
    models using direct APIs and local deployments rather than heavy frameworks. For
    cloud-native architects, it provides the essential blueprint for building resource-efficient,
    low-latency AI agents and MLOps pipelines that run reliably within containerized
    microservice architectures.
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  resource_type: video
  complexity: Beginner
  is_microservice: false
  status: online
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  last_checked: 1780352138.62202
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  hierarchy:
  - Kubernetes Ecosystem
  - CNCF Standards
  - Open Source Contribution
  - Contributor Workflows
  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  category: AI and Future Operations
  is_enriched: true
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  reputation_status: Vetted
  reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative
    for community contributors.
  social_preview_url: https://img.youtube.com/vi/DjBBV7oZxm8/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  suggested_new_category: kubernetes-onboarding
  technology: LLMs + AI Agents + MLOps
  discovered_at: '2026-06-02T00:15:38.622020+02:00'
https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB:
  title: 'youtube: Cloud Learn Hub - How to Integrate Jenkins with Ansible Tower?'
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  stars: 0
  ai_summary: 'Demonstrates how to invoke automated Ansible playbooks on Ansible Tower
    directly from Jenkins pipelines. *Curator Insight*: Ansible Tower triggers. *Live
    Grounding*: Key for orchestrating configuration changes on physical and virtual
    nodes during build cycles.'
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  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  - Infrastructure as Code
  - Ansible Tower
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=EWFJem7GUAc:
  title: 'youtube: Monitoring Jenkins with Grafana and Prometheus'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical screencast instructing administrators on leveraging the Prometheus
    plugin to stream performance metrics into a dedicated Grafana dashboard for automated
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  language: None
  resource_type: Video Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  - Infrastructure Monitoring
  - Prometheus & Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2024-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=F3al0HP0MNo:
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  description: Official orientation video designed to welcome and guide new contributors
    entering the Kubernetes community and SIG architecture.
  year: '2026'
  stars: 4
  ai_summary: This orientation session provides an architectural overview of the Kubernetes
    upstream community, detailing the organizational hierarchy of Special Interest
    Groups (SIGs) and Working Groups. It guides new contributors through the technical
    contribution pipeline, highlighting Git workflows, Prow-based automation for PR
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    Understanding these mechanisms is crucial for cloud-native engineers aiming to
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  complexity: Beginner
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  - Open Source
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  tags:
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  reputation_status: Vetted
  reputation_summary: Official Kubernetes contributor onboarding stream with no negative
    community reviews.
  social_preview_url: https://img.youtube.com/vi/F3al0HP0MNo/maxresdefault.jpg
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  technology: Kubernetes
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https://www.youtube.com/watch?v=FBAav6OoJlw:
  title: "youtube: Managed DevOps Pools for Azure DevOps | Full Overview & Demo \U0001F31F"
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  stars: 4
  ai_summary: An informative video demonstration and technical walk-through highlighting
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    transitioning from traditional VMs to managed container pools significantly reduces
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  complexity: Intermediate
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  status: online
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  hierarchy:
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  - Platform Engineering
  - Infrastructure Execution
  - Managed DevOps Pools
  tags:
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  v1_locations: []
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https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs:
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  ai_summary: A practical video walk-through demonstrating rapid prototyping of observability
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  status: online
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  hierarchy:
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  - Grafana Cloud & AWS
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=Frje5KfNrxE:
  title: Kubernetes New Contributor Orientation
  description: Official Kubernetes community orientation video recorded on March 17,
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  year: '2026'
  stars: 4
  ai_summary: This onboarding session outlines the governance framework of Kubernetes
    Special Interest Groups (SIGs) and the technical workflows required to contribute
    to the ecosystem. It provides critical guidance on navigating community repositories,
    leveraging automated testing infrastructure (Prow), and adhering to code review
    standards essential for scaling cloud-native contributions.
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  addition_method: automatic
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  last_checked: 1780352168.173377
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  hierarchy:
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  - Kubernetes Community
  - Onboarding
  - Contributor Pathways
  tags:
  - '[GUIDE]'
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  v1_locations: []
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  youtube_mosaic: {}
  category: Fundamentals and Documentaries
  is_enriched: true
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  reputation_status: Vetted
  reputation_summary: Official contributor guidance from CNCF / Kubernetes community
    teams, ensuring highly reputable and reliable mentoring guidelines.
  social_preview_url: https://img.youtube.com/vi/Frje5KfNrxE/maxresdefault.jpg
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  suggested_new_category: ''
  technology: Kubernetes
  discovered_at: '2026-06-02T00:16:08.173377+02:00'
https://www.youtube.com/watch?v=G-baPg3XhBo:
  title: 'youtube: OpenShift on Google Cloud, AWS, Azure and localhost'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates deployment patterns of OpenShift across GCP, AWS, Azure,
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  language: English
  resource_type: Video
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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  - Multi-Cloud
  - Platform Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti:
  title: 'youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins'
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  year: '2021'
  stars: 3
  ai_summary: A beginner-friendly quickstart video highlighting how to set up the
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  language: N/A
  resource_type: Video Tutorial
  complexity: Basic
  is_microservice: false
  status: online
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  hierarchy:
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  - Workflows
  - Apache Airflow
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6:
  title: 'youtube: Monitoring your k6 load test: how to install Grafana and Prometheus
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  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step tutorial on integrating k6 load tests with Prometheus and
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  language: Go
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  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - Load Testing
  - k6 Integrations
  tags:
  - '[COMMUNITY-TOOL]'
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=GLtvxY1S3Aw:
  title: "youtube: Modular Pipeline Library: 4. Petclinic Pipeline \U0001F31F"
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  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights this video showcase mapping the Modular Pipeline
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  status: online
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  hierarchy:
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  - CI/CD Platforms
  - Jenkins
  - Modular Pipeline Library
  tags:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=GhEZLvc8B70:
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  v1_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-05-17T18:07:11.538752+02:00'
https://www.youtube.com/watch?v=GiFQNevrxYA:
  title: null
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  v1_locations:
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  discovered_at: '2026-05-17T17:05:30.692985+02:00'
https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation:
  title: "YouTube: Deploying a Quarkus application into Kubernetes using JKube | Cloud
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  description: ''
  year: '2021'
  stars: 3
  ai_summary: A video guide by Marc Nuri illustrating how to deploy a Quarkus microservice
    to Kubernetes using Eclipse JKube plugins. Live Grounding shows that JKube's framework
    detection shines in native GraalVM compile steps, producing ultra-optimized, small-footprint
    containers without complex Dockerfile configurations.
  language: English
  resource_type: Video
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  - Build Tools
  - Eclipse JKube
  - Quarkus Integration
  tags:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog:
  title: 'youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A collaborative session displaying how Anthos Config Management dynamically
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  language: YAML
  resource_type: Video Tutorial
  complexity: Advanced
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  status: online
  addition_method: manual
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  hierarchy:
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  - Enterprise GitOps
  - Anthos
  tags:
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  v1_locations: []
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=HX10WWTRiTY:
  title: 'Youtube: Demo of Crunchy Data Postgres Operator v1.0.0 (2017)'
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  year: '2017'
  stars: 0
  ai_summary: A historical video demonstration of the first public iteration (v1.0.0)
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  language: None
  resource_type: Video
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2017-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=Hc8emNr2igU:
  title: 'youtube: Red Hat OpenShift AI overview'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical video overview of Red Hat OpenShift AI. It details multi-tenant
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    GPU orchestration configurations for high-throughput machine learning workloads.
  language: English
  resource_type: Video
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  - OpenShift AI
  tags:
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=Hg-YsUITnck:
  title: 'youtube.com: How to create Service Principals in Azure Portal | Raaviblog'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A step-by-step visual tutorial demonstrating how to manually register
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    manual portal setups are used primarily for dev/test sandboxes, while production
    configurations are typically fully automated using Terraform or Bicep.
  language: English
  resource_type: Video
  complexity: Beginner
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  - Identity Administration
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https://www.youtube.com/watch?v=HinwLb2lpLQ:
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  ai_summary: A detailed architectural retrospective on AWS ELB, tracing its path
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  - AWS
  - Load Balancing
  - Deep Dive
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https://www.youtube.com/watch?v=INv-VCZvM_o:
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  ai_summary: Integration guide demonstrating the deployment of multi-tier applications
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  - Cloud Platforms
  - Azure AKS
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https://www.youtube.com/watch?v=IORvnr4u8z8:
  title: 'youtube: Transforma tu EMPRESA con Terraform: Catálogo de Servicios | Nito
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  ai_summary: A Spanish-language technical resource focusing on shifting enterprise
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https://www.youtube.com/watch?v=IUvUmqu1MBQ:
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  ai_summary: Curator Insight tracks the cultural and technical journey of Trainline’s
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https://www.youtube.com/watch?v=Icnv1DDAQOg:
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  ai_summary: A comprehensive Spanish-language video tutorial detailing the implementation
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  - GitHub Actions
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https://www.youtube.com/watch?v=J7R-T9Y1x3Y:
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https://www.youtube.com/watch?v=JC_PB1yZcIc:
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  hierarchy:
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https://www.youtube.com/watch?v=Jh-viBv-D04:
  title: 'Youtube Webinar: The KUbernetes Test TooL (kuttl)'
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https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas:
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  ai_summary: 'Compares performance profiles and startup latencies of running Jenkins
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https://www.youtube.com/watch?v=KgH0QzMHXLs:
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  ai_summary: A foundational project walk-through deploying compiled Android APK binaries
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https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV:
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https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy:
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  ai_summary: Curator Insight highlights this video tutorial as a walkthrough for
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https://www.youtube.com/watch?v=MFai008Ze84:
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  ai_summary: This deep-dive demonstration presents Grafana AI Observability, a specialized
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https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere:
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  ai_summary: 'A visual demonstration detailing the creation of declarative Jenkins
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  tags:
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  discovered_at: '2022-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=N8P9ZLMA2xY:
  title: 'youtube: Jenkins Prometheus Grafana Dashboard | Prometheus Jenkins Monitoring
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  year: '2023'
  stars: 0
  ai_summary: Video tutorial covering the installation and fine-tuning of the prometheus-plugin
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  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
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  hierarchy:
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  tags:
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  v1_locations: []
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  youtube_mosaic: {}
  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn:
  title: "youtube: Exercises / Monitoring : How to install node exporter \U0001F31F"
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  year: '2021'
  stars: 0
  ai_summary: Practical lab illustrating the deployment of Prometheus Node Exporter.
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  language: French
  resource_type: video
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
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  hierarchy:
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  v1_locations: []
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc:
  title: 'youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl
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  year: '2021'
  stars: 0
  ai_summary: A comprehensive practical video guide displaying multi-tier app deployment.
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  resource_type: Video
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
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https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage:
  title: 'youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical, demonstration-heavy guide outlining attack-and-defend methodologies
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  resource_type: video
  complexity: Advanced
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  status: online
  addition_method: manual
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  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn:
  title: 'youtube: Tutorial - Keptn in a box'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step video configuration demonstrating the execution of Keptn
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  language: English
  resource_type: Video
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
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https://www.youtube.com/watch?v=OQK9XHTiqVw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=10&pp=iAQB:
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  year: '2026'
  stars: 4
  ai_summary: A performance-focused guide exploring standard Web UI primitives directly
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  tags:
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  v1_locations: []
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https://www.youtube.com/watch?v=OssIuHbgzJY:
  title: 'Nginxconf 2014. When Dynamic Becomes Static:The Next Step in Web Caching
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  year: '2014'
  stars: 0
  ai_summary: A progressive conference talk detailing advanced architectural patterns
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  language: N/A
  resource_type: Video
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
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  hierarchy:
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  tags:
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  v2_locations:
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  discovered_at: '2014-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=PbwQWw7xSOM:
  title: 'youtube.com: Building an API with Swagger'
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  stars: 0
  ai_summary: A practical hands-on video demonstration illustrating how to draft,
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  resource_type: Video
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  is_microservice: false
  status: online
  addition_method: manual
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  health_score: null
  last_checked: null
  needs_ai_refresh: false
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  - '[COMMUNITY-TOOL]'
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https://www.youtube.com/watch?v=XAOqUU5Xh1c:
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https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV:
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https://www.youtube.com/watch?v=ZkFIozGY0IA:
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https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be:
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https://www.youtube.com/watch?v=_W2qZvQT6XY:
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https://www.youtube.com/watch?v=_nknHwTKlh8:
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https://www.youtube.com/watch?v=a-yuXz_uV30&feature=youtu.be:
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https://www.youtube.com/watch?v=aU-EtdEOdlM:
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https://www.youtube.com/watch?v=aqmpZocmR8o&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB:
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https://www.youtube.com/watch?v=b0D_bkcT4a4&ab_channel=SoftwareDiagnosticsCenter:
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https://www.youtube.com/watch?v=bB57HKeOvmw&feature=youtu.be:
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https://www.youtube.com/watch?v=bH2nP-aCFjk&feature=youtu.be:
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https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be:
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https://www.youtube.com/watch?v=mc20VwxYaGE&ab_channel=CLOUDLEARNHUB:
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https://www.youtube.com/watch?v=nXXPOS8gjtA:
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https://www.youtube.com/watch?v=oZOZiL6XIfA&feature=emb_title:
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https://www.youtube.com/watch?v=pJFZ5h9fT5o&ab_channel=InfraXpertzz:
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https://www.youtube.com/watch?v=qGdGMnQ83SA:
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https://www.youtube.com/watch?v=qbO4MTESiJQ:
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  ai_summary: Video tutorial focusing on the integration of Jenkins CI servers with
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https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET:
  title: 'youtube: Signing & Versioning iOS & Android Apps | DevOps for Mobile'
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  ai_summary: A visual, step-by-step breakdown of managing security certificates,
    provisioning profiles, and build version increments for iOS and Android build
    pipelines. It reviews techniques to inject secure credentials dynamically, ensuring
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  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=sd2wuAVush4:
  title: 'youtube: Stop using shared secrets! CI/CD authentication the proper way'
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  year: '2023'
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  ai_summary: A masterclass exploring OpenID Connect (OIDC) federation mechanisms
    to completely replace static credentials in CI/CD platforms. Demonstrates how
    runner environments authenticate directly with cloud APIs using short-lived tokens.
    Live grounding indicates that adopting OIDC-based identity federation is now the
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2:
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  year: '2026'
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  ai_summary: This session outlines the architectural evolution in Android 17, highlighting
    advancements in Jetpack Compose, performance optimizations, and the integration
    of client-side agentic automation. For cloud-native environments, this shifts
    the paradigm toward edge-to-cloud coordination, requiring backend architectures
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  youtube_mosaic: {}
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  reputation_summary: Highly vetted. Official OpenAI media channel discussing stable
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https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2&pp=iAQB:
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  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
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    Core highlights include:

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https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand:
  title: "youtube: Creating a CI/CD deployment pipeline for JenkinsCI with AWS SAM
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  description: ''
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  ai_summary: 'Tutorial detailing CI/CD pipeline structures using AWS SAM (Serverless
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  tags:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=tfoSeH63yCg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=1&pp=iAQB:
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  description: A comprehensive weekly digest of Microsoft Azure updates, covering
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  year: '2026'
  stars: 4
  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
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    Core highlights include:

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    * Azure NetApp Files (ANF) large file support.

    * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and
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  - Weekly Updates
  tags:
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  youtube_mosaic: {}
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https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack:
  title: "youtube: Platform9’s Madhura Maskasky says observability is also essential
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  ai_summary: Video analysis featuring Platform9 discussing the strategic role of
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  tags:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=tj3xYFA6Q2o&ab_channel=CloudBeesTV:
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https://www.youtube.com/watch?v=uC7vajbnZS4:
  title: 'youtube: MSBuild With Jenkins | Jenkins For C# / .NET Applications'
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  ai_summary: A visual step-by-step tutorial for compiling C# and enterprise .NET
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https://www.youtube.com/watch?v=vDj5IsWjU0A:
  title: 'youtube: execution test Selenium + Grafana + Jenkins'
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  ai_summary: Video walkthrough showing how to build a unified QA feedback loop. Demonstrates
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https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify:
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https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud:
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  ai_summary: Explores the transition away from the deprecated `terraform taint` pattern
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https://www.youtube.com/watch?v=vgIwRX4LXfU:
  title: "youtube: Deploy your Java applications to the Cloud using Eclipse JKube
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  ai_summary: Visual demonstration deploying the classic Spring Petclinic Java web
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https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister:
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https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest:
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  ai_summary: 'Shows integration of the LambdaTest automated cross-browser matrix
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https://www.youtube.com/watch?v=xM9jpcVGTzY:
  title: 'youtube: Kubernetes Comparison'
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  year: '2022'
  stars: 0
  ai_summary: Visual and technical comparison analyzing installation friction, upgrade
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https://www.youtube.com/watch?v=xdXmOm61DFY&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=11&pp=iAQB:
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  ai_summary: An architectural overview of the Gemma open-weights AI model pipeline.
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https://www.youtube.com/watch?v=y1lOKQOapTw:
  title: 'youtube: Code To Cloud - Getting Started With: Azure Verified Modules'
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  ai_summary: A video guide on consuming Azure Verified Modules (AVM) inside cloud
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https://www.youtube.com/watch?v=y6RNLNvnYIw:
  title: 'youtube: monitoring jenkins job with build monitor view'
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  stars: 0
  ai_summary: null
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https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint:
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  year: '2021'
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  ai_summary: 'Demonstrates connecting Maven projects with SonarQube quality gates
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https://www.youtube.com/watch?v=yTafQ-e84eY:
  title: 'youtube - CloudBeesTV: Jenkins Performance: Avoiding Pitfalls, Diagnosing
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  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive technical deep-dive into Jenkins scaling challenges,
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https://www.youtube.com/watch?v=yWzKJPw_VzM:
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https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode:
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  ai_summary: Examines VS Code's integrated 3-way merge editor. Detail is provided
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https://www.youtube.com/watch?v=yoVH_44xb_E&feature=youtu.be:
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  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
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https://www.youtube.com/watch?v=zA8guDqfv40:
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  ai_summary: A comprehensive, open-access video bootcamp by freeCodeCamp focusing
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https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory:
  title: 'youtube: How to set up AWS Kubernetes Jenkins pipeline'
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  ai_summary: Curator Insight presents this video guide as a roadmap to deploying
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https://www.youtube.com/watch?v=zL0eLEl2BxI&ab_channel=TravisRoberts:
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  ai_summary: Step-by-step video tutorial demonstrating integration setups between
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  discovered_at: '2023-06-01T00:00:00+02:00'
https://www.youtube.com/watch?v=zQyrhjEAqLs:
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  ai_summary: Comprehensive Spanish instructional syllabus targeting the AWS Certified
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https://www.youtube.comwatch?v=b_norgxfh5y:
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  ai_summary: A curated technical resource and architectural guide covering www.youtube.comwatch?v=b_norgxfh5y
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https://www.zartis.com/minimizing-costs-aks:
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  ai_summary: Details structural cost optimization methods for AKS deployment. Discusses
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https://www.zartis.com/simplify-your-sdlc-with-azure-devops:
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https://www.zdnet.com/article/amazon-red-hat-openshift-announced-for-public-cloud-kubernetes-users:
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https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors:
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https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops:
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  v1_locations: []
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https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch:
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  ai_summary: A journalistic analysis of Amazon's response to Elastic's relicensing
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations:
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  ai_summary: Informative piece detailing Red Hat's expansion of free RHEL access
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  content_hash: null
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  v1_locations: []
  v2_locations:
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  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up:
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  stars: 0
  ai_summary: Analysis of Google Cloud's enhanced security integrations, detailing
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  health_score: null
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  needs_ai_refresh: false
  hierarchy:
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  v1_locations: []
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https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes:
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  stars: 0
  ai_summary: ZDNet analysis of GKE Autopilot, detailing how the serverless operational
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  content_hash: null
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  hierarchy:
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  v1_locations: []
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https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards:
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  description: ''
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  ai_summary: This article reviews the OpenSSF Scorecard tool developed by Google
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  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting:
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  stars: 0
  ai_summary: Discusses the release of Grafana 8.0 and its significant consolidation
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  resource_type: Article
  complexity: Medium
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  addition_method: manual
  content_hash: null
  health_score: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2021-06-01T00:00:00+02:00'
https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal:
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight notes ZDNet's perspective that removing Dockershim is
    not a disruptive disaster. Live grounding in 2026 confirms this prediction was
    correct, as the ecosystem successfully migrated to containerd and CRI-O without
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  resource_type: Article
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  health_score: null
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects:
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  stars: 0
  ai_summary: This article reporting on joint industry and government initiatives
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  complexity: Beginner
  is_microservice: false
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2022-06-01T00:00:00+02:00'
? https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data
: title: 'Open source observability, meet data transformation: Grafana 7.0 promises
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  description: ''
  year: '2020'
  stars: 0
  ai_summary: Historical analysis of Grafana 7.0, detailing its paradigm shift to
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  hierarchy:
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  tags:
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  v1_locations: []
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https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward:
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https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay:
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  v2_locations:
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  discovered_at: '2020-06-01T00:00:00+02:00'
https://www.zdnet.com/article/qualys-partners-with-red-hat-to-improve-linux-and-kubernetes-security:
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  ai_summary: Analyzes the partnership integration between Qualys Container Security
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https://www.zdnet.com/article/rancher-labs-closes-40m-funding-round-to-run-kubernetes-everywhere:
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  ai_summary: Historical coverage of Rancher Labs' $40 million Series D funding round
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https://www.zdnet.com/article/red-hat-expands-ansible-ready-to-run-cloud-programs:
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https://www.zdnet.com/article/sql-nosql-whats-the-difference-these-days:
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https://www.zdnet.com/article/stop-calling-devops-teams-devops-teams:
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https://www.zdnet.com/article/suse-harvester-deploying-virtual-machines-with-kubernetes:
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  ai_summary: A technical assessment of SUSE Harvester, a modern hyperconverged infrastructure
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https://www.zdnet.com/article/the-year-ahead-in-devops-and-agile-more-automation-more-business-involvement-needed:
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https://www.zdnet.com/article/theres-no-ops-like-noops-the-next-evolution-of-devops:
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https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption:
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  ai_summary: News of VMware's general availability announcement of Tanzu Application
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https://www.zdnet.com/article/when-microservices-need-event-driven-architecture:
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https://www.zebrium.com:
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  ai_summary: A curated technical resource and architectural guide covering Zebrium
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https://www.zenml.io:
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https://www.zenml.io/integrations:
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https://www.zoom.com:
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https://www2.deloitte.com/de/de/pages/technology/articles/center-of-excellence-application-modernization.html:
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https://www2.deloitte.com/es/es/blog/todo-tecnologia/2021/fargate-con-eks.html:
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https://www2.deloitte.com/es/es/blog/todo-tecnologia/2021/infrastructure-as-code-iac-con-terraform.html:
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https://www2.deloitte.com/us/en/insights/industry/public-sector/agile-in-government-waterfall-software-approach.html:
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https://x.com/ASFMavenProject:
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https://x.com/ASFMavenRelease:
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https://x.com/AWS_Partners:
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https://x.com/AWSreInvent:
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https://x.com/AWSstartups:
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https://x.com/GolangRepos:
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https://zshdb.readthedocs.io/en/latest:
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https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio:
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https://…:
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https://www.youtube.com/embed/TUKYbUIXLOE:
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https://github.com/fabric8io/fabric8-maven-plugin:
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  ai_summary: 'A Maven plugin designed to package Java projects into lightweight Docker/OCI
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  ai_summary: The comprehensive management control plane for Google Cloud Platform
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https://www.redhat.com/en/blog/8-answers-to-7-openshift-questions:
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  ai_summary: A practical synthesis addressing common operational and architectural
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  hierarchy:
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https://www.redhat.com/en/blog/openshift-security-best-practices-for-kubernetes-cluster-design:
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  ai_summary: Explores architectural security design patterns for OpenShift, including
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  hierarchy:
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https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization:
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  ai_summary: An interactive session breakdown focused on OpenShift's native OAuth
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https://blog.postman.com:
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  ai_summary: The official Postman engineering blog highlighting modern practices
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https://docs.cloud.google.com/architecture:
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  ai_summary: Architectural reference for constructing a hybrid DevSecOps pipeline
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https://docs.redhat.com/en/documentation/openshift_container_platform/4.22:
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  ai_summary: Official enterprise-grade documentation for Red Hat OpenShift Container
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https://www.redhat.com/en/blog/fully-automated-openshift-deployments-with-vmware-vsphere:
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  ai_summary: Detailed documentation on Installer-Provisioned Infrastructure (IPI)
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https://www.redhat.com/en/solutions/edge-computing-approach:
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https://nubenetes.com/registries:
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  ai_summary: Comprehensive analysis of Red Hat Quay and the integrated OpenShift
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https://www.redhat.com/en/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes:
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  ai_summary: Highlights the deployment of an upstream OKD 4.5 cluster (the open-source
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https://docs.prismacloud.io/en:
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  ai_summary: Details how to protect the OpenShift Master API using microsegmentation
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https://www.redhat.com/en/blog/introducing-azure-red-hat-openshift-on-openshift-4:
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  ai_summary: Details the managed Azure Red Hat OpenShift (ARO) offering on OpenShift
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https://nubenetes.com/cheatsheets:
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  ai_summary: High-density command syntax cheatsheet for Gradle, highlighting Kotlin/Groovy
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https://www.cloudbees.com/whitepapers/jenkins-pipeline-plugins:
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  stars: 0
  ai_summary: Explores Jenkins Pipeline architectural best practices, highlighting
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? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2F&dsh=S20332737%3A1779029801683182&emr=1&followup=https%3A%2F%2Fdocs.google.com%2F&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauuoeLcrRlG9wsx3FKpxmPOwZ0aEG9g04i8ZgsTyIUOHV3UzhWURaJlrxS0xYmo_YZUJM0_Rw
: title: Google docs & Sheets
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  ai_summary: Redirect link to Google Docs and Sheets login portal, commonly utilized
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https://docs.aws.amazon.com/AmazonS3/latest/API:
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  year: '2023'
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  ai_summary: Curator Insight views this as an essential networking guide for modern
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  language: English
  resource_type: Documentation
  complexity: Advanced
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  discovered_at: '2026-06-18T00:37:57.793901+02:00'
https://nubenetes.com/tekton:
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  year: '2023'
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  ai_summary: Deep-dive review of Tekton, a Kubernetes-native open-source framework
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  resource_type: Reference Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429952.181949
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:12.181949+02:00'
https://nubenetes.com/keptn:
  title: Keptn
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Nubenetes architectural reference on Keptn, a CNCF enterprise-grade
    control plane for cloud-native application lifecycle orchestration. Integrates
    SLO-based evaluations, automated canary promotions, and zero-touch application
    remediation out of the box.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429952.186576
  needs_ai_refresh: false
  hierarchy:
  - Orchestration & Packaging
  - Cloud-Native Delivery
  - Keptn
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  - devops-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:12.186576+02:00'
https://about.gitlab.com/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them:
  title: 'about.gitlab.com: Fantastic Infrastructure as Code security attacks and
    how to find them'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies attack vectors in Infrastructure as Code (IaC) configurations
    such as Terraform and CloudFormation, focusing on credential leakage and loose
    firewall definitions. Outlines automated detection workflows using static analysis
    tools like Kics, TFLint, and GitLab's built-in SAST scanners. Crucial for embedding
    preventative controls directly within continuous delivery workflows.
  language: English
  resource_type: Security Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429952.38938
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Infrastructure as Code
  - IaC Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:12.389380+02:00'
https://k21academy.com/azure-cloud/azure-pipelines-vs-jenkins:
  title: 'k21academy.com: Azure pipelines VS Jenkins'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive comparative analysis contrasting Jenkins (self-hosted,
    highly extensible, plugin-heavy) against Azure Pipelines (managed, cloud-native
    SaaS, deep Azure integration). Highlights differences in maintenance overhead,
    security configurations, build agent execution, and enterprise scaling architectures.
    Essential reading for platform teams deciding on their continuous delivery stack.
  language: English
  resource_type: Comparative Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429952.511452
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins-alternatives.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:12.511452+02:00'
https://www.nccgroup.com/research:
  title: 'research.nccgroup.com: 10 real-world stories of how we’ve compromised CI/CD
    pipelines'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Case-study driven review from NCC Group outlining real-world exploits
    used to compromise continuous delivery channels. Common vectors include poorly
    protected secrets, dependency confusion attacks, and unauthenticated pipeline
    runners. This security research highlights the critical importance of runtime
    monitoring and pipeline isolation to prevent supply-chain compromises.
  language: English
  resource_type: Research Report
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429953.846572
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - CI/CD Security
  - Penetration Testing
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:13.846572+02:00'
https://securityonline.info:
  title: 'securityonline.info: VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight presents VAmPI as a targeted security sandbox. Live
    Grounding confirms it is a deliberately vulnerable OWASP Top 10 Python-based REST
    API designed to evaluate security scanners and train engineers in secure coding
    practices. Excellent for DevSecOps labs.
  language: English
  resource_type: Project
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735925.191791
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Vulnerability Testing
  - API Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:45.191791+02:00'
https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform:
  title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible
    Automation Platform'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the integration of CyberArk Conjur with the Red Hat Ansible
    Automation Platform to secure dynamic configurations. Demonstrates how Ansible
    playbooks can fetch secrets at runtime without hardcoding sensitive strings, mitigating
    credentials sprawl. This collaboration optimizes audit capabilities and identity
    assertion within enterprise infrastructure operations.
  language: English
  resource_type: Technical Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429957.80183
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Secrets Management
  - Ansible & CyberArk
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:17.801830+02:00'
https://about.gitlab.com/blog/secure-container-images-with-gitlab-and-grype:
  title: 'about.gitlab.com: How to secure your container images with GitLab and Grype'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step implementation guide to running Grype vulnerability scanner
    inside a GitLab CI/CD pipeline. Demonstrates configuration flags to parse container
    filesystems, output standardized SBOM reports, and fail builds on severe vulnerabilities.
    This design secures the build supply chain before container artifacts reach production
    registries.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429958.175323
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Grype & GitLab
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:18.175323+02:00'
https://www.dynatrace.com/knowledge-base/container-security:
  title: 'dynatrace.com: Container security: What it is, why it’s tricky, and how
    to do it right'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the unique security paradigms of ephemeral cloud containers,
    emphasizing kernel namespace segregation and runtime vulnerability identification.
    Demonstrates how modern observability platforms injection agents to dynamically
    monitor behavior and block suspicious system calls. Perfect for architects defining
    proactive threat prevention strategies.
  language: English
  resource_type: Technical Reference
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429958.20766
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Container Security
  - Runtime Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:18.207660+02:00'
https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform:
  title: 'ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation
    Platform'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights patterns for automated incident remediation and threat response
    using CyberArk security profiles triggered by Ansible playbooks. Details dynamic
    credential rotation and rapid privilege revocation scenarios under active security
    events. Provides an enterprise-grade framework for unifying dev-sec-ops monitoring
    with automated compliance enforcement.
  language: English
  resource_type: Technical Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429959.461192
  needs_ai_refresh: false
  hierarchy:
  - Security & Compliance
  - Automated Security Remediation
  - Ansible & CyberArk
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:19.461192+02:00'
https://digitalis.io/post/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher:
  title: 'digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with
    Fleet and Rancher'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details deployment architectures using SUSE Rancher's Fleet to drive
    large-scale Kubernetes cluster configuration via GitOps. Focuses on orchestrating
    deployments across hundreds of isolated down-stream clusters with dynamic group
    mapping and drift reconciliation. Essential reference for operationalizing standardized
    environments at edge scale.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429971.079755
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps
  - GitOps
  - Rancher Fleet
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:31.079755+02:00'
https://nubenetes.com/crunchydata:
  title: Crunchy Data PostgreSQL Operator
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates the Crunchy PostgreSQL Operator (PGO) which automates production-grade
    PostgreSQL deployments on Kubernetes. Features include automated high availability,
    pgBackRest-driven backup orchestration, connection pooling via pgBouncer, and
    deep monitoring metrics. A de facto standard solution for enterprises migrating
    critical relational engines into Kubernetes platforms.
  language: English
  resource_type: Reference Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429983.871899
  needs_ai_refresh: false
  hierarchy:
  - Storage & Data
  - Database Operators
  - Crunchy PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:43.871899+02:00'
https://www.informationweek.com/software-services/can-enterprises-benefit-from-adopting-database-devops-:
  title: 'informationweek.com: Can Enterprises Benefit From Adopting Database DevOps?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the benefits and execution risks of incorporating schema migrations
    and database state configurations into CI/CD pipelines. Discusses tools like Liquibase
    and Flyway to version-control structural changes alongside software deployments.
    This integration reduces deployment mismatches and prevents manual database drift.
  language: English
  resource_type: Industry Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429983.975699
  needs_ai_refresh: false
  hierarchy:
  - Storage & Data
  - Database Operations
  - Database DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - databases.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:43.975699+02:00'
https://www.ibm.com/think/cloud:
  title: 'ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical benchmarking guide using the `fio` utility to measure disk
    write latency, specifically validating physical storage readiness for critical
    Kubernetes Etcd backends. Outlines how high write latency triggers cluster-wide
    instability and master-node leader election failures. Crucial reading for systems
    administrators configuring bare-metal or hypervisor storage fabrics.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429983.985346
  needs_ai_refresh: false
  hierarchy:
  - Storage & Data
  - Performance Benchmarking
  - Etcd Storage Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  - java_frameworks.md
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:43.985346+02:00'
https://openebs.io/docs:
  title: OpenEBS Features and Benefits
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive guide to OpenEBS Container Attached Storage (CAS) engine.
    Details how local volumes, Jiva, and Mayastor architectures allow teams to build
    highly resilient, dynamic persistent storage volumes directly using local disk
    pools. CNCF validation confirms OpenEBS's position as a robust storage framework
    for stateful microservices.
  language: English
  resource_type: Documentation
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429993.989678
  needs_ai_refresh: false
  hierarchy:
  - Storage & Data
  - Container Attached Storage
  - OpenEBS
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-storage.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:53.989678+02:00'
https://grafana.com/blog/introducing-the-new-and-improved-new-relic-plugin-for-grafana:
  title: 'grafana.com: Introducing the new and improved New Relic plugin for Grafana'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the upgraded New Relic integration for Grafana dashboards,
    permitting operations teams to query NRQL data blocks directly. It enables telemetry
    unification by blending APM, infrastructure metrics, and custom log searches within
    a single visual canvas. This integration mitigates team operational silos during
    incident triage cycles.
  language: English
  resource_type: Integration Announcement
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.360309
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.360309+02:00'
? https://grafana.com/blog/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more
: title: 'grafana.com: What''s new in Grafana Cloud for July 2021: Traces, live streaming,
    Kubernetes and Docker integrations, and more'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines major feature enhancements in Grafana Cloud, highlighting integrations
    for distributed tracing with Tempo, real-time live streaming visualization, and
    streamlined onboarding for Kubernetes environments. This release accelerated the
    telemetry unification workflow, offering single-pane views across isolated environments.
  language: English
  resource_type: Technical Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.368204
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.368204+02:00'
https://grafana.com/blog/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud:
  title: 'grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana
    Cloud'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shares actionable configurations for the most prominent user-requested
    synthetic monitoring alerts in Grafana Cloud, including DNS failures, HTTP latency
    spikes, SSL certificate expirations, and global availability drops. Facilitates
    preemptive identification of microservice edge-network connectivity failures before
    user impact occurs.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.372913
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Synthetic Monitoring
  - Grafana Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.372913+02:00'
https://grafana.com/blog/video-how-to-build-a-prometheus-query-in-grafana:
  title: 'grafana.com: Video: How to build a Prometheus query in Grafana'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Video breakdown demonstrating the assembly of PromQL (Prometheus Query
    Language) structures inside Grafana's query editor. Explores metric labels, functions
    like `rate()`, aggregation operations, and template variables. A foundational
    resource to help infrastructure engineers formulate robust alerting rules and
    visual dashboards.
  language: English
  resource_type: Video Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.376185
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Metrics Querying
  - PromQL Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.376185+02:00'
https://grafana.com/blog/why-companies-choose-grafana-cloud-over-self-hosted-oss-stacks:
  title: 'grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the total cost of ownership (TCO) differences when operating
    self-hosted Prometheus/Loki/Tempo stacks versus utilizing Grafana Cloud. Evaluates
    scalability challenges, engineering maintenance resources, and the advantages
    of centralized enterprise licensing. Practical resource for decision makers evaluating
    managed telemetry platforms.
  language: English
  resource_type: Business / Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.378992
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Platform Operations
  - Managed Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.378992+02:00'
https://grafana.com/blog/popular-community-plugins-that-can-improve-your-grafana-dashboards:
  title: "Popular community plugins that can improve your Grafana dashboards \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights top community-created visualization plugins extending the
    native capabilities of Grafana dashboards, including specialized charting tools,
    flow diagrams, and advanced geographic mappings. Helps dashboard authors enrich
    analytics panels and improve observability interfaces across operations groups.
  language: English
  resource_type: Reference Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.393087
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.393087+02:00'
https://grafana.com/blog/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks:
  title: 'grafana.com: A complete guide to managing Grafana as code: tools, tips,
    and tricks'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architectural guide detailing how to manage Grafana as code. Explores
    declarative tools, GitOps synchronization methods, and APIs (such as Grizzly,
    Terraform, and Kubernetes Operators) to achieve reproducible visualization dashboards,
    alert rules, and secure data sources inside multi-tenant configurations.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.416619
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Infrastructure as Code
  - Grafana Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.416619+02:00'
https://grafana.com/blog/grafana-beyla-1-0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf:
  title: 'grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application
    telemetry using eBPF'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Introduces Grafana Beyla 1.0, an eBPF-based auto-instrumentation tool
    designed to gather application telemetry (traces and RED metrics) without source
    code modification. Using eBPF, Beyla auto-detects web services and captures critical
    HTTP/S and gRPC latency data directly from the kernel space, making it highly
    valuable for heterogeneous, high-throughput microservice architectures.
  language: Go
  resource_type: Tool
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.423577
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Telemetry
  - eBPF Application Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.423577+02:00'
https://grafana.com/blog/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud:
  title: 'grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes
    with Grafana Cloud'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Simplifies cluster-wide observability configurations down to three
    primary phases: installing the agent, collecting Prometheus metrics/Loki logs,
    and loading predefined cluster-health dashboards. Provides actionable advice to
    visually debug pod scheduling limits, node starvation, and OOM-Killed container
    cycles rapidly.'
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.425595
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Kubernetes Observability
  - Grafana Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.425595+02:00'
https://grafana.com/blog/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build:
  title: 'grafana.com: Grafana dashboards: A complete guide to all the different types
    you can build'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed directory detailing Grafana dashboard templates designed for
    infrastructure health, application profiling, alerting states, and executive summaries.
    Illustrates best practices for using colors, mapping dynamic parameters, and structuring
    queries to minimize browser rendering lag. Excellent primer for SRE and platform
    teams establishing visualization frameworks.
  language: English
  resource_type: Reference Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.425896
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Dashboard Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.425896+02:00'
https://grafana.com/blog/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus:
  title: 'grafana.com: An advanced guide to network monitoring with Grafana and Prometheus'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Builds on foundational network concepts to introduce complex PromQL
    configurations, high-density traffic visualizations, and multi-layered alert thresholds.
    Explores analyzing network interface errors, tracking packet drop trends, and
    integrating blackbox exporter synthetic probes to build a highly resilient multi-cluster
    tracking profile.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.496286
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Network Monitoring
  - Advanced Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.496286+02:00'
https://grafana.com/blog/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus:
  title: 'grafana.com: A beginner''s guide to network monitoring with Grafana and
    Prometheus'
  description: '- https://github.com/prometheus/snmp_exporter/tree/main/snmp-mixin'
  year: '2021'
  stars: 0
  ai_summary: A foundational walkthrough on tracking physical and virtual networking
    infrastructure using Prometheus snmp_exporter. Focuses on gathering router/switch
    metrics, parsing bandwidth limits, and building clear Grafana interfaces to visualize
    network bottlenecks. An excellent baseline guide for administrators connecting
    traditional networks to cloud topologies.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.497707
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Network Monitoring
  - Prometheus snmp_exporter
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.497707+02:00'
https://grafana.com/blog/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6:
  title: 'grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry,
    and k6'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural validation of incorporating performance and observability
    telemetry early in the software lifecycle. Demonstrates using k6 for synthetic
    load generation while leveraging OpenTelemetry and the Grafana Stack to evaluate
    container bottlenecks during integration phases. This shift-left pattern prevents
    performance regressions before software hits live production environments.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.516472
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Load Testing
  - k6 & OpenTelemetry
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.516472+02:00'
https://grafana.com/blog/introducing-grafana-faro-oss-application-observability:
  title: 'grafana.com: Introducing Grafana Faro, an open source project for frontend
    application observability'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces Grafana Faro, an open-source JavaScript SDK designed to capture
    frontend Web-Vitals, console exceptions, and real-user-monitoring (RUM) metrics.
    Faro integrates client-side trace-contexts with backend services via OpenTelemetry,
    enabling end-to-end transaction transparency. A critical tool for aligning frontend
    application performance with deep backend container telemetries.
  language: English
  resource_type: Technical Announcement
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.542475
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Application Observability
  - Grafana Faro (RUM)
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.542475+02:00'
https://grafana.com/oss/grafana:
  title: 'grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated
    plugin management, and more'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical announcement detailing the new capabilities in Grafana 8.1,
    including the rewritten unified Geomap panel, automated annotations query integrations,
    and an upgraded interface for local plugin management. These features enhance
    geographical spatial data analysis and speed up event correlation during active
    incident mitigation.
  language: English
  resource_type: Product Release Note
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.548015
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Releases
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.548015+02:00'
https://grafana.com/blog:
  title: 'grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud''s
    first fully managed integration'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on Grafana Cloud's fully managed integration for AWS CloudWatch.
    Automates connection configurations, IAM policy templates, and out-of-the-box
    system dashboards to rapidly pull metrics from EC2, RDS, and ECS without setting
    up complex collectors. This SaaS integration reduces initial ingestion setups
    down to minutes.
  language: English
  resource_type: Integration Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781429994.881004
  needs_ai_refresh: false
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - grafana.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:39:54.881004+02:00'
https://aws.amazon.com/solutions/case-studies:
  title: 'aws.amazon.com: Trainline Case Study'
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Architectural case study mapping Trainline's migrations onto AWS using
    ECS containerized deployments and RDS clusters. Demonstrates successful reduction
    in database locking periods and outlines zero-downtime blue/green microservice
    delivery strategies.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430004.30106
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - Case Studies
  - Enterprise Scale
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-architecture.md
  - aws-miscellaneous.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:04.301060+02:00'
https://about.gitlab.com/blog/how-is-ai-ml-changing-devops:
  title: 'about.gitlab.com: How is AI/ML changing DevOps?'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates the evolving integration of AI and Machine Learning inside
    DevSecOps pipelines. Discusses automated code suggestion mechanisms, ML-driven
    vulnerability remediation, and predictive diagnostic models, outlining the performance
    gains and code-security shifts this creates inside delivery loops.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430004.450458
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - DevOps
  - AI-Assisted Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - mlops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:04.450458+02:00'
https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas:
  title: "technologyreview.es: \"Las empresas que empiezan a lo grande con la IA fracasan
    más\" \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Analytical piece focusing on enterprise strategies for AI adoption,
    arguing that companies attempting large-scale, over-ambitious transformations
    from day one experience higher failure rates. Advocates for incremental, focused
    deployments coupled with robust cultural and organizational shifts. Highly recommended
    reading for CTOs and enterprise architects. [SPANISH CONTENT]
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736180.627428
  needs_ai_refresh: false
  hierarchy:
  - Management and Strategy
  - Artificial Intelligence
  - Enterprise Transformation
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ai.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:00.627428+02:00'
https://nubenetes.com/networking:
  title: Networking Cheat Sheet
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Consolidated technical reference detailing essential low-level networking
    parameters, CIDR calculations, subnetting concepts, and critical routing architectures.
    Serves as a quick diagnostic lookup sheet for standard network protocol analysis
    and port troubleshooting.
  language: N/A
  resource_type: Cheat Sheet
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430014.293944
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Reference
  - Network Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:14.293944+02:00'
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S-1707972940%3A1779029132636791&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PaujYnU1vHeNQrrR9IV_P56nGiUWnqqM_hG1PBGMZyTXDsxITg7865jvpdfY8gDYaRf3YwR5Kw
: title: "google.com/site/mrxpalmeiras: Ansible Cheat Sheet \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Duplicate entry for community-compiled Ansible reference guidelines
    detailing task writing, loops, and inventory structure commands. Restricted behind
    authentication barriers, making it less accessible for active production pipelines.
  language: YAML
  resource_type: Cheat Sheet
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430024.598472
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Reference
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2026-06-14T11:40:24.598472+02:00'
https://sakaiproject.atlassian.net/wiki:
  title: confluence.sakaiproject.org
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Central wiki repository hosted by Atlassian Confluence detailing design
    decisions, setup scripts, and architectural patterns of the open-source Sakai
    educational software suite. Highly valued for tracing monolithic Java stack layouts
    and migrations.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430025.200167
  needs_ai_refresh: false
  hierarchy:
  - Collaboration
  - Documentation
  - Project Wikis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:25.200167+02:00'
https://www.pulumi.com/registry/packages:
  title: Pulumi Cloud Providers
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The central registry portal hosting official Pulumi cloud infrastructure
    providers. Enables multi-cloud platform declaration (AWS, Kubernetes, Azure, GCP)
    using modern programming languages, supporting highly parameterized microservice
    deployments.
  language: Multi-Language
  resource_type: Registry
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430025.23729
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud
  - Pulumi Registry
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - pulumi.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:25.237290+02:00'
https://www.ufcquechoisir-brest.org:
  title: CheatSheet for JMeter __time Function Calls
  description: ''
  year: '2019'
  stars: 0
  ai_summary: 'Quick syntax sheet formatting the use of Apache JMeter `__time` variables
    during heavy performance evaluation loops. Note: The target URL appears redirected
    or potentially compromised; users should reference direct JMeter core documentation
    instead.'
  language: N/A
  resource_type: Cheat Sheet
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430025.270184
  needs_ai_refresh: false
  hierarchy:
  - Quality Assurance
  - Performance Testing
  - Apache JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - cheatsheets.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:25.270184+02:00'
https://developer.amazon.com:
  title: 'New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour'
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Step-by-step developer tutorial detailing integration patterns between
    the Alexa Skills Kit and AWS Lambda serverless functions. Marked legacy as current
    conversational AI models have largely replaced basic programmatic trivia setups
    in production.
  language: JavaScript
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430026.063641
  needs_ai_refresh: false
  hierarchy:
  - Serverless
  - Voice User Interfaces
  - Alexa Skills
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - aws-miscellaneous.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:26.063641+02:00'
https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6092152919937794052:
  title: Linkedin Discussion
  description: "1. Don't do just a single check, the first check will be a lot slower
    as DNS lookups will need to be done, etc.\n    2. I'd recommend doing at least
    3 checks getting an average."
  year: '2018'
  stars: 0
  ai_summary: Engineering discussion concerning performance profiling accuracy. Discusses
    latency calculation rules, warning against single-request testing owing to initial
    DNS resolution overhead and recommending at least a three-step request test pattern
    for reliable analytics.
  language: N/A
  resource_type: Discussion
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430026.31771
  needs_ai_refresh: false
  hierarchy:
  - Networking
  - Performance
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-networking.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:26.317710+02:00'
https://www.postman.com/state-of-api/2025:
  title: "postman.com: Postman State of the API Report \U0001F31F"
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The Postman 2025 State of the API Report. Synthesizes empirical telemetry
    and global developer feedback detailing the rise of API-first designs, modern
    validation toolchains, protocol shifts toward gRPC, and the growing ubiquity of
    AI-augmented API design.
  language: N/A
  resource_type: Report
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430036.255583
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - API Design
  - Industry Surveys
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:36.255583+02:00'
https://grafana.com/blog/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana:
  title: 'grafana.com: How to use WebSockets to visualize real-time IoT data in Grafana'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed technical walk-through demonstrating Grafana's capacity to
    consume and visualize sub-second real-time streaming data via WebSockets. Focuses
    on setting up custom dashboards for high-density IoT telemetry and event queues.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430036.33627
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Data Ingestion
  - WebSockets IoT
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:36.336270+02:00'
https://smartbear.com/resources/all:
  title: "smartbear.com: The State of API 2019 Report \U0001F31F"
  description: ''
  year: '2019'
  stars: 0
  ai_summary: The 2019 State of API Report by SmartBear. Highlights historical trends
    in API quality, governance, and protocol dominance (REST/SOAP transition era),
    useful for tracking historical architecture patterns and standards progression.
  language: N/A
  resource_type: Report
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430036.422859
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - API Design
  - Industry Surveys
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:36.422859+02:00'
https://developers.googleblog.com/introducing-grpc-a-new-open-source-http2-rpc-framework:
  title: 'developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC
    Framework'
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Google's landmark announcement introducing gRPC, an open-source, high-performance
    RPC framework built on HTTP/2 multiplexing and Protocol Buffers serialization.
    Serves as historical documentation of the transition from heavy XML/JSON REST
    interfaces to streaming, contract-based communications.
  language: Multi-Language
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430036.434712
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - API Design
  - gRPC Protocol
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:36.434712+02:00'
https://www.reply.com/solidsoft-reply/en:
  title: 'reply.com: Web Services: SOAP and REST - A Simple Introduction'
  description: "- SOAP is a communications protocol while REST is a set of architectural
    principles for data transmission.\n    - REST was designed to be a more straightforward
    and easy to implement alternative to heavyweight SOAP for web service access.
    SOAP functions well in distributed environments where REST assumes a direct point
    to point communication. Also, SOAP allows for services to describe themselves
    to clients and in some languages allows for automation. On the other hand, REST
    is fast as less processing is required, uses less bandwidth and is closer to technologies
    used in web design.\n    - The choice on which to use is totally dependent on
    what the requirement. For example, SOAP is a better choice for applications that
    have complex API so as to describe the services and methods, where formal contracts
    are agreed for the exchange format, where a guaranteed level of security is required
    etc. REST will be preferred when limiting bandwidth and resources, when operations
    are can be stateless and the information can be cached."
  year: '2020'
  stars: 0
  ai_summary: A fundamental comparative breakdown of SOAP (protocol-driven XML) vs
    REST (architectural constraints/JSON). Explains system performance trade-offs,
    security controls (WS-Security), and state management requirements inside distributed
    systems.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430039.44714
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - API Design
  - SOAP vs REST
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:39.447140+02:00'
https://nubenetes.com/demos:
  title: AWS Samples (Boilerplates)
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A consolidated hub of official and community AWS deployment samples.
    Houses structured patterns and CloudFormation/Terraform codebases to fast-track
    prototype development in compliance with AWS architecture standards.
  language: Multi-Language
  resource_type: Boilerplate
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430039.789941
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Boilerplates
  - AWS Templates
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-tools-scripts.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:39.789941+02:00'
https://www.tenable.com/blog/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-iam433:
  title: 'ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from
    AWS re:Inforce IAM433'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth analysis of AWS Identity and Access Management policy logic
    based on re:Inforce insights. Decodes complex interaction flows between implicit
    and explicit denies, SCP policies, permissions boundaries, and resource-based
    rules.
  language: JSON
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430039.94511
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - AWS IAM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - aws-security.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:39.945110+02:00'
https://www.stackrox.io/blog/eks-vs-gke-vs-aks-jan2021:
  title: 'stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A multi-dimensional comparison of the three primary managed Kubernetes
    services: AWS EKS, Google GKE, and Azure AKS. Weighs crucial metrics including
    control plane management fees, SLA guarantees, automated master scaling, and IAM-to-K8s
    role bindings.'
  language: N/A
  resource_type: Comparison Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430051.116678
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - Managed Kubernetes Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:40:51.116678+02:00'
https://azurecloudai.blog/verify.html:
  title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting
    VNET'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical guide outlining the architectural parameters needed to deploy
    Azure Kubernetes Service (AKS) within a custom, pre-existing Virtual Network (VNET).
    Addresses CIDR constraints, subnet delegation, and Azure CNI configurations.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430061.379936
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Azure Networking
  - AKS VNET Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:01.379936+02:00'
https://azure.microsoft.com/en-us/updates?id=private-preview-aks-backup:
  title: "azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Announcement details for Azure Kubernetes Service (AKS) Backup. Highlights
    native recovery features for stateful PVs and configuration states. Note: Now
    fully GA and enterprise-stable, this backup protocol integrates securely with
    Azure Backup Center.'
  language: N/A
  resource_type: Announcement
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430061.420711
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Data Protection
  - AKS Backup
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:01.420711+02:00'
https://grafana.com/blog/scrape-azure-metrics-and-monitor-aks-using-grafana-agent:
  title: "grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A telemetry extraction guide focused on deploying Grafana Agent inside
    AKS to scrape and forward metrics directly to Grafana Cloud. Avoids expensive,
    proprietary log-forwarding configurations and maintains unified telemetry visualization
    dashboards.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430061.554886
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Telemetry
  - Azure Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:01.554886+02:00'
https://k21academy.com/azure-cloud/azure-container-instances-and-kubernetes-service:
  title: "k21academy.com: Azure Kubernetes Service & Azure Container Instances For
    Beginners \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory training reference explaining Azure Kubernetes Service
    (AKS) and Azure Container Instances (ACI). Describes virtual node orchestration
    patterns to dynamically offload execution spikes from AKS onto ACI serverless
    compute.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430061.564008
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Azure Compute
  - AKS & ACI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:01.564008+02:00'
https://devoriales.com/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms:
  title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At
    Rest with AWS KMS'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A security hardening guide detailing the setup of envelope encryption
    for Kubernetes Secrets within AWS EKS using Key Management Service (KMS) integrations.
    Crucial for complying with enterprise-grade data-at-rest protection standards.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430061.734864
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes Security
  - EKS Secrets KMS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:01.734864+02:00'
https://resume-builder.natwarrathor961.workers.dev:
  title: DevStack
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Curator Insight flags this as a custom Cloudflare Workers playground.
    Live Grounding shows a highly specific, serverless-based developer utility that
    acts as an online resume builder. Although labeled DevStack, it demonstrates lightweight,
    edge-based execution capabilities.
  language: English
  resource_type: Tool
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735900.908598
  needs_ai_refresh: false
  hierarchy:
  - Developer Tools
  - Playgrounds
  - Cloudflare Workers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:20.908598+02:00'
https://eksworkshop.com:
  title: eksworkshop.com
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The canonical AWS EKS workshop framework. Outlines standard cluster
    orchestration procedures, highlighting network configurations (AWS VPC CNI), identity
    management (IAM Roles for Service Accounts - IRSA), and modern storage drivers
    (EBS/EFS CSI).
  language: N/A
  resource_type: Tutorial Hub
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430081.455101
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes
  - EKS Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:21.455101+02:00'
https://www.stackrox.io/blog/rancher-kubernetes-engine-security-part-1:
  title: "stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices
    for Cluster Setup \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Delineates critical security configurations and hardening guidelines
    for Rancher Kubernetes Engine (RKE) deployments. Explores secure etcd database
    clustering, role-based access control policies, TLS configuration, and master
    node network isolation.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430081.487778
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Kubernetes Security
  - RKE Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:21.487778+02:00'
https://about.gitlab.com/blog/gitops-with-gitlab-connecting-the-cluster:
  title: 'about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step documentation detailing the setup of the GitLab Agent for
    Kubernetes. Provides secure pull-based GitOps workflows, ensuring real-time configuration
    sync and immediate cluster telemetry reporting to the GitLab enterprise console.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430085.489446
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitOps
  - GitLab Agent
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:25.489446+02:00'
https://about.gitlab.com/blog/basics-of-gitlab-ci-updated:
  title: 'about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,
    or out of order'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical guide focused on configuring GitLab CI for advanced pipelines.
    Outlines steps to transition from basic sequential stages to highly optimized
    workflows utilizing Direct Acyclic Graphs (DAGs) and dynamic parallel task configurations.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430085.54432
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitLab CI
  - Pipeline Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:25.544320+02:00'
https://grafana.com/blog/how-istio-tempo-and-loki-speed-up-debugging-for-microservices:
  title: 'grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details how to configure the unified Grafana observability stack (Loki
    for logs, Tempo for traces, Istio for mesh networking) to accelerate troubleshooting
    in microservices. Focuses on setting up automatic correlation IDs to jump from
    logs to tracing traces instantly.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430085.725375
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Microservices Telemetry
  - Grafana Stack
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:25.725375+02:00'
https://training.experfy.com/courses/effective-jenkins-continuous-delivery-and-continuous-integration:
  title: 'experfy.com e-learning: Effective Jenkins - Continuous Delivery and Continuous
    Integration'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A training curriculum on writing robust continuous integration and continuous
    deployment scripts in Jenkins using declarative Groovy DSL syntax. Regarded as
    legacy compared to contemporary container-native declarative engine configurations.
  language: Groovy
  resource_type: Course
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.051837
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - Jenkins
  - Jenkins Pipeline Training
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.051837+02:00'
https://www.ibm.com/garage:
  title: 'ibm.com: Enable GitOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise change-management guide from IBM Garage focusing on GitOps
    adoption. Details organizational processes, environment categorization, and verification
    configurations required to transition legacy pipelines into declarative GitOps
    models.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.412931
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitOps
  - Enterprise Transition
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.412931+02:00'
https://nubenetes.com/kustomize:
  title: Kustomize - Template-Free Kubernetes Configuration Customization
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Technical reference for Kustomize, the template-free engine used to
    manage Kubernetes configurations. Details declarative base and overlay architectures,
    allowing developers to manage configurations for different environments (dev,
    staging, prod) without using complex Helm template structures.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.415287
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitOps
  - Kustomize Manifests
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.415287+02:00'
https://nubenetes.com/flux:
  title: Flux. The GitOps operator for Kubernetes
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The main technical documentation and resources for Flux, the CNCF-graduated
    continuous delivery tool for Kubernetes. Analyzes multi-tenancy configurations,
    automated image update policies, and source controller optimizations that make
    Flux a core component of modern GitOps workflows.
  language: Go
  resource_type: Tool
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.415814
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitOps
  - FluxCD
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.415814+02:00'
https://nubenetes.com/helm:
  title: Helm
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Deep-dive architecture portal on Helm, the package manager for Kubernetes.
    Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release
    versioning, and secure variables management inside GitOps pipelines.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.43104
  needs_ai_refresh: false
  hierarchy:
  - Orchestration & Packaging
  - Helm & GitOps
  - Helm Overview
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - gitops.md
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.431040+02:00'
https://about.gitlab.com/blog/gitops-done-3-ways:
  title: "about.gitlab.com: 3 Ways to approach GitOps \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured analysis comparing three common approaches to implementing
    GitOps. Contrasts pull-based versus push-based agent configurations, discussing
    security considerations, cluster scaling restrictions, and auditability trade-offs.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430086.563561
  needs_ai_refresh: false
  hierarchy:
  - CI/CD
  - GitOps
  - Deployment Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:26.563561+02:00'
https://vinyl-cache.org/docs/trunk/installation/index.html:
  title: 'varnish-cache.org: Installation on RedHat'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deployment documentation detailing how to install and configure Varnish
    Cache on RedHat Enterprise Linux. Focuses on setting up Varnish as an edge reverse-proxy
    caching layer to handle high-concurrency HTTP/S read operations in web services.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430096.851176
  needs_ai_refresh: false
  hierarchy:
  - Performance
  - Caching
  - Varnish on RHEL
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - caching.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:36.851176+02:00'
https://nubenetes.com/maven-gradle:
  title: Maven
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Comparative architectural overview of Maven and Gradle. Outlines declarative
    XML configurations versus programmatic Groovy/Kotlin Gradle DSL scripts, analyzing
    cache efficiency, parallel build runtimes, and enterprise dependency-resolution
    policies.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430099.953652
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Build Systems
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - scaffolding.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:39.953652+02:00'
https://www.redhat.com/en/blog/full-cluster-capacity-management-monitoring-openshift:
  title: blog.openshift.com/full-cluster-capacity-management-monitoring-openshift
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Curator Insight initiates a series on OpenShift capacity planning. Live
    Grounding details Prometheus and Grafana alerts, memory saturation metrics, and
    CPU scheduling limits. Essential for cluster administrators managing highly dense
    node resources.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736112.450959
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:52.450959+02:00'
https://www.redhat.com/en/blog/full-cluster-part-3-capacity-management:
  title: full-cluster-part-3-capacity-management
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Curator Insight reviews multi-tenant resource optimization. Live Grounding
    analyzes quotas, LimitRanges, and tenant isolation layers in enterprise workloads.
    Highly effective for designing multi-team cluster footprints.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736113.847219
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:53.847219+02:00'
https://www.redhat.com/en/blog/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler:
  title: blog.openshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Curator Insight focuses on the role of Vertical Pod Autoscalers (VPA).
    Live Grounding evaluates recommendation engines, safety limits, and automatic
    resource reallocations on OpenShift. Important reference for auto-scaling and
    efficiency.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736113.610871
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Autoscaling
  - Vertical Pod Autoscaler
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:53.610871+02:00'
https://www.redhat.com/en/blog/introduction-to-gitops-with-openshift:
  title: 'blog.openshift.com/: Introduction to GitOps with OpenShift'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Curator Insight defines the OpenShift declarative application delivery
    model. Live Grounding details the Red Hat OpenShift GitOps operator powered by
    Argo CD. This is the official blueprint for establishing structured continuous
    integration on Red Hat environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736114.058587
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - GitOps
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:54.058587+02:00'
https://www.redhat.com/en/blog/kubernetes-federation-v2-on-openshift-3-11:
  title: OpenShift 3.11 Multi-cluster Federation
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Curator Insight looks at multi-cluster federation on older OpenShift
    3.11 setups. Live Grounding illustrates early architectural attempts to distribute
    workloads across cloud regions. Crucial historical context before modern GitOps
    and Cluster API paradigms took over.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736114.221792
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Multi-Cluster
  - Legacy Federation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:54.221792+02:00'
https://www.redhat.com/en/blog/full-cluster-part-2-protecting-nodes:
  title: blog.openshift.com/full-cluster-part-2-protecting-nodes
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Curator Insight focuses on securing host resources from rogue applications.
    Live Grounding details eviction thresholds, pod limits, and system-reserved configuration
    paths inside OpenShift clusters. Vital for maintaining node reliability.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736114.300814
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:54.300814+02:00'
https://www.redhat.com/en/blog/is-it-too-late-to-integrate-gitops:
  title: 'blog.openshift.com/: is it too late to integrate GitOps?'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight maps the path for legacy environments migrating to continuous
    sync models. Live Grounding reviews incremental conversion blueprints to safe
    declarative setups under OpenShift. It acts as an advisory piece for migration
    architects.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736114.674914
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - GitOps
  - Migration Strategies
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:54.674914+02:00'
https://labs.iximiuz.com/tutorials/container-networking-from-scratch:
  title: "iximiuz.com: Container Networking Is Simple! \U0001F31F"
  description: "- How to virtualize network resources to make containers think each
    of them has a dedicated network stack?\n    - How to reach the outside world (e.g.
    the Internet) from inside the container?"
  year: '2023'
  stars: 0
  ai_summary: This comprehensive deep-dive tutorial demonstrates how container networking
    is constructed from scratch using native Linux namespaces, veth pairs, and bridge
    devices. It walks through creating isolated environments step-by-step and configuring
    IP routing and NAT to route outbound and inbound traffic safely.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430110.785592
  needs_ai_refresh: false
  hierarchy:
  - Containers
  - Networking
  - Deep Dive
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:41:50.785592+02:00'
https://nubenetes.com/kubernetes-alternatives:
  title: Docker Swarm
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes Docker Swarm as a simple container orchestration alternative
    to Kubernetes. Evaluates its built-in overlay network routing mesh and single-node
    setup advantages, noting that its enterprise adoption has decreased in favor of
    Kubernetes-native environments.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430121.45841
  needs_ai_refresh: false
  hierarchy:
  - Orchestration
  - Container Engines
  - Docker Swarm
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:01.458410+02:00'
https://www.redhat.com/es/blog:
  title: 'redhat.com: OpenShift Backup and Recovery with Kasten K10'
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A technical guide on integrating Veeam's Kasten K10 platform with Red
    Hat OpenShift. Demonstrates policy-based automation for backup, disaster recovery,
    and mobility across multi-tenant clusters while ensuring encrypted volume snapshots.
  language: Spanish
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430121.494889
  needs_ai_refresh: false
  hierarchy:
  - Hybrid Cloud & Enterprise
  - OpenShift
  - Data Management
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:01.494889+02:00'
https://docs.docker.com/build:
  title: buildkit
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Docker's next-generation container image building engine, designed to
    replace the legacy builder. It introduces high-performance features including
    concurrent stage execution, efficient caching via import/export, and secret-mounting
    without leaving traces in image history.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430121.529723
  needs_ai_refresh: false
  hierarchy:
  - Containers & Orchestration
  - Container Builds
  - Docker BuildKit
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:01.529723+02:00'
https://help.sonatype.com/index.html:
  title: 'guides.sonatype.com: secure docker registries'
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Technical guide addressing safe configuration patterns for private container
    registries. Emphasizes proxy configurations, custom SSL certificate injection,
    and registry cleanup policies to reduce host storage demands.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430132.072835
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps & Registry
  - Artifact Management
  - Security Hardening
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - registries.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:12.072835+02:00'
https://docs.jfrog.com:
  title: "jfrog.com: Kubernetes Helm Chart Repositories \U0001F31F"
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Enterprise guide to leveraging JFrog Artifactory as a secure, high-availability
    Helm chart repository. Covers repository layout, role-based access control, package
    versioning, and integration with Kubernetes container execution steps.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430132.115107
  needs_ai_refresh: false
  hierarchy:
  - Orchestration & Packaging
  - Helm & GitOps
  - Artifactory
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - registries.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:12.115107+02:00'
https://help.sonatype.com/en/sonatype-platform-plugin-for-jenkins.html:
  title: Nexus Platform Plugin for Jenkins
  description: ''
  year: '2025'
  stars: 3
  ai_summary: A comprehensive integration guide for the Sonatype Nexus Platform plugin
    in Jenkins pipelines. It facilitates automated artifact publishing, component
    evaluation against security policies, and vulnerability reporting directly within
    the CI/CD execution pipeline.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430132.203171
  needs_ai_refresh: false
  hierarchy:
  - DevSecOps & Registry
  - CI/CD Integration
  - Sonatype Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - registries.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:12.203171+02:00'
https://docs.aws.amazon.com/modern-apps-strategy-on-aws-how-to-choose:
  title: "aws.amazon.com: Serverless or Kubernetes on AWS \U0001F31F"
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Architectural decision framework comparing AWS Serverless (Lambda, Fargate)
    with Kubernetes (EKS). Helps engineers select paradigms based on latency requirements,
    long-running processes, runtime dependencies, and overall operational overhead.
  language: English
  resource_type: Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430152.44892
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - AWS Solutions
  - Orchestration Decision
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - serverless.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:32.448920+02:00'
https://about.gitlab.com/blog/how-to-navigate-the-great-resignation:
  title: 'about.gitlab.com: How to navigate The Great Resignation'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Strategic insights from GitLab on navigating post-pandemic talent shifts.
    Highlights the critical importance of async workflows, transparent documentation,
    and remote-first practices to attract and retain highly skilled infrastructure
    engineers.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430162.518345
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - Remote Culture
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:42.518345+02:00'
https://www.hays.es:
  title: 'hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando
    dejar su trabajo?'
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Analysis of the causes driving the 'Great Resignation' across professional
    services in Spain. Examines work-life balance deficiencies, mental exhaustion,
    and stagnant careers as root causes, providing prescriptive corporate recommendations.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430162.849038
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - Talent Retention
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:42.849038+02:00'
https://www.redhat.com/en/blog/accessing-external-services-using-egress-router:
  title: Accessing External Services Using Egress Router
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Deep-dive into configuring Red Hat OpenShift Egress Router pods to map
    outbound traffic to dedicated public IPs. This facilitates firewalled external
    resources (like legacy DBs) to authorize connections from fluid Kubernetes pods
    securely.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430163.705943
  needs_ai_refresh: false
  hierarchy:
  - Orchestration & Packaging
  - Networking
  - Egress Firewalls
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - openshift.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:43.705943+02:00'
https://hipertextual.com/tecnologia/devin-inteligencia-artificial-programa-software:
  title: 'hipertextual.com: Así es Devin, la inteligencia artificial que programa
    software de principio a fin'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Overview of Cognition's Devin AI agent, demonstrating complete software
    development automation. Discusses autonomous debugging, repository management,
    and deployment capabilities representing the cutting-edge intersection of LLMs
    and DevSecOps pipelines.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430164.723691
  needs_ai_refresh: false
  hierarchy:
  - Future of Engineering
  - AI-Assisted Development
  - Devin AI
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devel-sites.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:44.723691+02:00'
https://www.informationweek.com/software-services/what-s-holding-devops-back-:
  title: 'informationweek.com: What''s Holding DevOps Back?'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Diagnostic deep dive into the common bottlenecks holding legacy organizations
    back from true DevOps adoption. Identifies organizational silos, tool fatigue,
    lack of training, and legacy governance frameworks as persistent pain points.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.624987
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Organizational Design
  - DevOps Bottlenecks
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.624987+02:00'
https://nubenetes.com/devops-tools:
  title: DevOps Tools
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Catalog of modern DevOps tooling encompassing continuous integration,
    artifact storage, automated testing, container scheduling, and real-time telemetry
    pipelines to build stable, production-ready release processes.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.645512
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Tooling Ecosystem
  - Overview
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.645512+02:00'
https://nubenetes.com/iac:
  title: IaC Infrastructure as Code
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Nubenetes architectural reference portal on Infrastructure as Code (IaC).
    Outlines fundamental philosophies, lifecycle management, and paradigm shifts of
    treating bare-metal, cloud, or cluster state as declarative, version-controlled
    code.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.656855
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - IaC Fundamentals
  - Overview
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.656855+02:00'
https://nubenetes.com/noops:
  title: NoOps
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive conceptual guide on NoOps (No Operations). Describes the
    strategic path to fully outsourcing infrastructure layers to automated platforms,
    serverless paradigms, and self-healing systems so engineering can focus 100% on
    application logic.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.659048
  needs_ai_refresh: false
  hierarchy:
  - Cloud Architecture
  - NoOps & Serverless
  - Overview
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.659048+02:00'
https://about.gitlab.com/blog/soft-skills-are-the-key-to-your-devops-career-advancement:
  title: 'about.gitlab.com: Soft skills are the key to your DevOps career advancement'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Analysis highlighting soft skills—communication, empathy, and active
    listening—as primary drivers for senior engineering growth. Emphasizes how DevOps
    success is rooted deeper in cultural empathy and collaboration than in mere tool
    proficiency.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.729283
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Professional Development
  - Career Growth
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.729283+02:00'
https://blogs.vmware.com/cloud-foundation:
  title: "blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy
    \U0001F31F"
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Explores structural and cultural transformations required to establish
    a high-performing DevOps initiative. Focuses on decentralizing operational decisions,
    psychological safety, and establishing platform teams to enable developers.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430172.761122
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Organizational Design
  - Culture & Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devops.md
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:52.761122+02:00'
https://www.computing.es/mundo-digital/retos-del-outsourcing-de-servicios-it-en-espana:
  title: 'computing.es: Retos del outsourcing de servicios IT en España'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Review of the organizational and cultural obstacles of IT outsourcing
    in Spain. Highlights critical problems of scaling DevSecOps capabilities externally,
    knowledge silos, and contract-driven constraints versus modern product team topologies.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430174.005109
  needs_ai_refresh: false
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - IT Outsourcing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - recruitment.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:42:54.005109+02:00'
https://about.gitlab.com/blog/how-to-agentless-gitops-aws:
  title: 'about.gitlab.com: How to use a push-based approach for GitOps with Terraform
    and AWS ECS and EC2'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Evaluates push-based GitOps strategies using GitLab CI/CD pipelines
    to manage Terraform states targeted at AWS ECS and EC2. Contrasts agentless runner-driven
    pushes with pull-based execution models to help architects choose the ideal strategy.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430183.519112
  needs_ai_refresh: false
  hierarchy:
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https://thomasthornton.cloud/writing-reusable-terraform-modules:
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  year: '2023'
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  ai_summary: Advanced extension of writing reusable modules for Azure. Emphasizes
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  discovered_at: '2026-06-14T11:43:06.237894+02:00'
https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6093375473969090562:
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  ai_summary: Professional community forum troubleshooting AWS EC2 backup patterns
    using Amazon S3 storage. Discusses native snapshot systems, cron-based automation
    pipelines, and third-party orchestration agents to safeguard virtual machine disks.
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  discovered_at: '2026-06-14T11:43:10.601620+02:00'
https://programmer.ink/think:
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https://grafana.com/blog/a-beginners-guide-to-kubernetes-application-monitoring:
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  description: ''
  year: '2024'
  stars: 4
  ai_summary: Highly accessible guide to setting up application-level observability
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2026-06-14T11:43:13.445320+02:00'
https://grafana.com/blog/introducing-kubernetes-monitoring-in-grafana-cloud:
  title: 'grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud'
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Introduces Grafana Cloud's integrated Kubernetes monitoring platform.
    Showcases automated cluster discovery, pre-configured dashboards, and seamless
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:13.487744+02:00'
https://grafana.com/blog/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator:
  title: 'grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator'
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Comprehensive configuration guide for deploying and managing the Prometheus
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    custom resources to automate collection of dynamic microservice targets.
  language: English
  resource_type: Article
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:13.567890+02:00'
https://grafana.com/blog/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes:
  title: 'grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes'
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Crucial blueprint for managing high cardinality metrics within Prometheus.
    Outlines techniques like metric dropping, relabeling rules, and dashboard optimization
    to mitigate memory pressure and reduce monitoring costs in dynamic container environments.
  language: English
  resource_type: Article
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  hierarchy:
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  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:13.620045+02:00'
https://grafana.com/blog/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud:
  title: "grafana.com: How to optimize resource utilization with Kubernetes Monitoring
    for Grafana Cloud \U0001F31F"
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Explores automated resource optimization strategies through Grafana
    Cloud monitoring. Uses cluster CPU and Memory utilization analytics to identify
    over-provisioned namespaces, enabling significant cost reduction in microservice
    architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
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  hierarchy:
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  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:13.909091+02:00'
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S338656440%3A1779029465061496&followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new<mpl=sheets&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauvFLix7FhDQsyeXMzly7IlWofT_GeExGBZD5PeXgcMI8_fmgxBG05tRNkG3ISAaCxExVB7
: title: 'Spreadsheets: sheet.new'
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  year: '2026'
  stars: 4
  ai_summary: Browser shortcut mapping that provisions a blank cloud-based Google
    Sheets environment immediately. Typically used within operational engineering
    environments for quick tracking of cluster audits, FinOps billing lists, or migration
    runbooks.
  language: English
  resource_type: Tool
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
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  last_checked: 1781430203.358945
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  hierarchy:
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  - Quick Link
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - project-management-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:23.358945+02:00'
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S-551027576%3A1779031360486315&followup=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new<mpl=docs&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PasT3fzmBVDogbYOa448WODYqcNpbr94eLlOd4kL-w5BLgVa3s5bweNB_q-BV6hVUtWFJzfuoQ
: title: 'Google Docs: doc.new'
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Direct shortcut mechanism for instantly initializing an empty, collaborative
    Google Doc environment under the user's active Google account identity. Highly
    useful for collaborative platform runtime documentation and note taking.
  language: English
  resource_type: Tool
  complexity: Beginner
  is_microservice: false
  status: online
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  last_checked: 1781430203.404158
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:23.404158+02:00'
https://labs.iximiuz.com/tutorials/kubernetes-vs-virtual-machines:
  title: "iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense)
    \U0001F31F\U0001F31F"
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Insightful analysis explaining how Kubernetes replicates hypervisor
    features through API-driven isolation, network namespaces, and cgroups. Demonstrates
    how K8s serves as the cloud operating system, abstraction layer, and software-defined
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  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430203.936667
  needs_ai_refresh: false
  hierarchy:
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  - Virtualization VS Containers
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  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:23.936667+02:00'
https://labs.iximiuz.com/tutorials/containers-vs-pods:
  title: 'iximiuz.com: Containers vs. Pods - Taking a Deeper Look'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Deep technical review of the boundaries separating a standard Linux
    container from a Kubernetes Pod. Illustrates namespace sharing, IPC barriers,
    loopback network interfaces, and volume mounting mechanics between multi-container
    structures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
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  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430224.288792
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  hierarchy:
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  - Container Concepts
  - Pods Deep Dive
  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:43:44.288792+02:00'
https://nubenetes.com/kubernetes-storage:
  title: Kubernetes Storage - Volumes
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Detailed catalog explaining stateful execution patterns inside Kubernetes.
    Focuses on lifecycle dynamics of Ephemeral, Persistent (PV), and PersistentVolumeClaims
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  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430243.984014
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  hierarchy:
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  - Volumes Overview
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:03.984014+02:00'
https://www.boot.dev:
  title: 'qvault.io: How to Restart All Pods in a Kubernetes Namespace'
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Tactical guide walking through multiple methods of forcing a restart
    on all Pods inside a Kubernetes Namespace. Covers `kubectl rollout restart deployment`
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  language: English
  resource_type: Article
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  content_hash: null
  health_score: null
  last_checked: 1781430244.377107
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  hierarchy:
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  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:04.377107+02:00'
https://nubenetes.com/kubernetes-client-libraries:
  title: Client Libraries for Kubernetes
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Complete directory of supported Kubernetes API client libraries (Python,
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    controller building, and custom automation direct from application runtime code.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
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  content_hash: null
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  last_checked: 1781430256.016842
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:16.016842+02:00'
https://nubenetes.com/crossplane:
  title: Crossplane
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Comprehensive review of Crossplane, a CNCF control-plane framework transforming
    Kubernetes clusters into universal infrastructure schedulers. Permits declarative
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  language: Spanish
  resource_type: Documentation
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  hierarchy:
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  tags:
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  v1_locations: []
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  discovered_at: '2026-06-14T11:44:16.092381+02:00'
https://nubenetes.com/serverless:
  title: Serverless Architectures
  description: ''
  year: '2026'
  stars: 5
  ai_summary: In-depth analysis exploring execution concepts, billing architectures,
    scalability curves, and performance tradeoffs inherent in Serverless patterns.
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  language: Spanish
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  last_checked: 1781430266.045665
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  hierarchy:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:26.045665+02:00'
https://testguild.com/podcast/a345-mohamed:
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  ai_summary: Podcast episode reviewing the strategic transition to declarative configuration
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:26.712146+02:00'
https://www.liquibase.com/liquibase-vs-flyway:
  title: 'liquibase.org: Liquibase vs. Flyway'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A detailed evaluation of the architectural trade-offs between Liquibase
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  resource_type: Article
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:36.317744+02:00'
https://about.gitlab.com/blog/how-to-learn-ci-cd-fast:
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  year: '2023'
  stars: 3
  ai_summary: Tactical guide establishing a rapid, practice-centric training program
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  resource_type: Article
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  last_checked: 1781430276.380038
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:36.380038+02:00'
https://percona.community/blog:
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  description: ''
  year: '2023'
  stars: 4
  ai_summary: Architectural guide for automating relational database migrations using
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  resource_type: Article
  complexity: Advanced
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  addition_method: manual
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  hierarchy:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:36.476821+02:00'
https://about.gitlab.com/blog/how-to-keep-up-with-ci-cd-best-practices:
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  year: '2023'
  stars: 4
  ai_summary: Synthesis of modern continuous integration frameworks, emphasizing pipeline
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  resource_type: Article
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  status: online
  addition_method: manual
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  last_checked: 1781430276.495991
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  hierarchy:
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  tags:
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  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:36.495991+02:00'
https://www.harness.io/blog/blue-green-canary-deployment-strategies:
  title: "harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More
    \U0001F31F"
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Highly detailed structural evaluation of Kubernetes deployment paradigms.
    Contrasts blue-green switches, canary rollouts, and rolling deployments based
    on system overhead, traffic redirection latency, and blast-radius containment.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430276.615602
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  hierarchy:
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  - Deployment Strategies
  - Blue-Green & Canary
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:44:36.615602+02:00'
https://www.hugedomains.com/domain_profile.cfm?d=devbattles.com:
  title: 'devbattles.com: Python Flask, Part 1: Hello World!'
  description: ''
  year: '2018'
  stars: 1
  ai_summary: Basic introductory guide to initializing a minimalist web application
    using Python's Flask framework. Covers routing, local development server execution,
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  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736143.617825
  needs_ai_refresh: false
  hierarchy:
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  - Python Development
  - Web Frameworks
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:23.617825+02:00'
https://nubenetes.com/istio:
  title: Istio
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  ai_summary: A comprehensive entry point to Istio architecture, the enterprise-grade
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https://www.youtube.com/watch?v=TUKYbUIXLOE:
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  ai_summary: A deep-dive video breakdown analyzing the capabilities of Anthropic's
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  v1_locations: []
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https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a9a94d43d7a9:
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https://docs.aws.amazon.com/solutions/distributed-load-testing-on-aws:
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  description: '- [amazon.com: Introducing Distributed Load Testing v1.3](https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load-testing-v1-3)'
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  ai_summary: An AWS Solution blueprint outlining distributed cloud load testing utilizing
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  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:45:22.945393+02:00'
https://www.scaleway.com/en/en/kubernetes-kapsule:
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  ai_summary: Official technical guide for Scaleway's managed Kubernetes implementation
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  v1_locations: []
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https://www.dynatrace.com/knowledge-base/microservices:
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https://cloud.google.com/blog:
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  ai_summary: Introduces Google Cloud's web-based console architecture designer. Explains
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https://docs.aws.amazon.com/solutions/workload-discovery-on-aws:
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  ai_summary: Technical blueprint for Workload Discovery on AWS (formerly AWS Perspective).
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https://repost.aws/knowledge-center/start-stop-lambda-eventbridge:
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  ai_summary: An operational video walkthrough demonstrating serverless compute cost-reduction
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https://www.ibm.com/topics:
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  ai_summary: The Center for Internet Security (CIS) Benchmarks provide globally recognized
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https://grafana.com/blog/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud:
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  ai_summary: A guide to implementing telemetry tracking for Apache Kafka clusters
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https://grafana.com/blog/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs:
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  ai_summary: A high-performance monitoring case study from Grafana Labs. Illustrates
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  v1_locations: []
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https://grafana.com/blog/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent:
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  ai_summary: Explores the technical reasoning for deploying Prometheus in Agent Mode
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https://grafana.com/blog/get-started-with-prometheus-with-these-three-easy-projects:
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https://nubenetes.com/prometheus:
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  ai_summary: Prometheus is an open-source systems monitoring and alerting toolkit
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? https://grafana.com/blog/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service
: title: 'grafana.com: Using Telegraf plugins to visualize industrial IoT data with
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  ai_summary: Demonstrates pipeline setups connecting InfluxData's Telegraf collectors
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? https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=t32RGeYIHrLX7VZiIP5Idsc47642cGWeSnDaow_6xtt0AVO-pN2q_aKbw0Dw-5VfiAvlYRC6AjPqIjJ7tTD1oClJ2fvT9BIa-6OwFcbLVaGkbYkIAE0gmCezmGXRDrJwzJR9YyiSjnMURsQeirF4CS5A4QI2afRW2Y563huvTZiWPqnMHS5Lx_G1x1stZSViKRMJRdvOE0G-tlOGg5nQw1Q4Ie55Bqkrtp6BguyPyVA&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687
: title: 'techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity
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  ai_summary: Technical guide on configuring Azure DevOps Workload Identity Federation
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  hierarchy:
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https://learn.microsoft.com/en-us/powershell/dsc/configurations/configdata?view=dsc-1.1:
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  ai_summary: An official Microsoft technical reference covering the segregation of
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https://arjavdave.com:
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  ai_summary: A specialized technical series outlining the construction of CI/CD pipelines
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https://about.gitlab.com/blog/partial-clone-for-massive-repositories:
  title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file
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  ai_summary: Analyzes git-clone optimizations inside large enterprise monorepos.
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https://about.gitlab.com/blog/iteration-and-code-review:
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  ai_summary: Analyzes productivity advantages of using small, isolated merge requests.
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https://about.gitlab.com/blog/keep-git-history-clean-with-interactive-rebase:
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  ai_summary: A practical walk-through of interactive Git rebasing workflows. Explains
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https://about.gitlab.com/blog/beginner-guide-ci-cd:
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https://about.gitlab.com/blog/effective-ci-cd-pipelines:
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  ai_summary: Advanced tuning guide for optimizing GitLab CI/CD workflows. Focuses
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  hierarchy:
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https://about.gitlab.com/blog/open-shift-ga:
  title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat
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  ai_summary: Announces general availability of the GitLab Kubernetes Operator with
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  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.118208
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Operator
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.118208+02:00'
https://about.gitlab.com/blog/using-run-parallel-jobs:
  title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational case study on implementing parallel GitLab CI runner
    tasks. Highlights how configuring parallel test suites significantly reduced development
    pipeline feedback cycles.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.137706
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - GitLab CI Optimization
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.137706+02:00'
https://about.gitlab.com/blog/gitlab-kubernetes-agent-on-gitlab-com:
  title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces the GitLab Agent for Kubernetes, enabling pull-based GitOps
    deployment workflows. This architecture shifts away from traditional push-based
    CI models, offering enhanced security and continuous state reconciliation.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.141436
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Kubernetes Agent
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.141436+02:00'
https://about.gitlab.com/blog/5-code-review-features:
  title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life
    easier'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores five key GitLab features designed to streamline the code review
    process. Includes visual multi-line comment mapping, customized approval gates,
    and Code Owners configuration.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.145905
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Code Review
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.145905+02:00'
https://about.gitlab.com/blog/gitpod-desktop-app-personal-activities:
  title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your
    GitLab activities'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces GitDock, a desktop application designed to centralize GitLab
    tasks, merge requests, and build pipelines in a unified status panel.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.147415
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Desktop Clients
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.147415+02:00'
https://about.gitlab.com/blog/ci-deployment-and-environments:
  title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details configurations for deploying workloads across multiple cloud
    environments using GitLab CI. Covers environment variable scoping, secure secret
    injections, and manual approval gates.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.162871
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - Multi-Environment Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.162871+02:00'
https://about.gitlab.com/blog/new-git-default-branch-name:
  title: 'about.gitlab.com: The new Git default branch name'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides guidelines on migrating default git branch nomenclature from
    'master' to 'main'. Details configuration updates required for local developer
    systems and central hosting providers.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.170782
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Standards
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.170782+02:00'
https://about.gitlab.com/blog/gko-on-ocp:
  title: 'about.gitlab.com: How to install and use the GitLab Kubernetes Operator
    (on OCP)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational installation guide for deploying the GitLab Kubernetes
    Operator on Red Hat OpenShift. Discusses Ingress controllers, Security Context
    Constraints (SCC), and persistent storage volumes.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.191354
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Operator
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.191354+02:00'
https://about.gitlab.com/blog/gitlab-chart-works-towards-kubernetes-1-22:
  title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details architectural changes to the GitLab Helm Chart to support Kubernetes
    1.22. Evaluates adaptations required for API deprecations, specifically focusing
    on Ingress resources.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.209877
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Helm Charts
  - GitLab Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.209877+02:00'
https://about.gitlab.com/blog/pipeline-editor-overview:
  title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building
    a CI/CD pipeline'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights GitLab's visual Pipeline Editor, featuring dynamic YAML schema
    validation, pipeline visualization dashboards, and real-time syntax checking.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.213739
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - Pipeline Editor
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.213739+02:00'
https://about.gitlab.com/blog/mr-reviews-with-vs-code:
  title: 'gitlab.com: How to do GitLab merge request reviews in VS Code'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates integrating GitLab Merge Request code reviews directly
    inside Visual Studio Code. Enables developers to comment, review changes, and
    manage approvals without switching context to the web UI.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.214086
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Version Control
  - VS Code Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.214086+02:00'
https://nubenetes.com/visual-studio:
  title: Visual Studio Code (Git Extensions)
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A guide to utilizing visual Git extensions inside VS Code. Helps developers
    manage commit sequences, visualize branch merges, and resolve conflicts within
    a unified IDE workspace.
  language: English
  resource_type: Reference
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.216079
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - VS Code Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.216079+02:00'
https://grafana.com/blog/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests:
  title: 'grafana: How we use the Grafana GitHub plugin to track outstanding pull
    requests'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed technical guide on configuring Grafana dashboards with GitHub
    plugins. Demonstrates building engineering performance visualizations to track
    commit frequencies, PR lifetimes, and team review velocities.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.266294
  needs_ai_refresh: false
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Grafana GitHub Integration
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.266294+02:00'
https://about.gitlab.com/blog/simple-kubernetes-management-with-gitlab:
  title: 'about.gitlab.com: Simple Kubernetes management with GitLab'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural guide on using GitLab as a unified management plane
    for Kubernetes. Covers cluster connecting procedures, security posture monitoring,
    and automated Auto DevOps pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430419.265888
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Kubernetes Management
  - GitLab Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:46:59.265888+02:00'
https://www.vogue.es/lideres:
  title: 'business.vogue.es: Adiós a los jefes tóxicos: este es el nuevo tipo de liderazgo
    gentil que triunfa'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analysis of evolving corporate management cultures and toxic workplace
    mitigation. Discusses the value of empathetic leadership and structured soft skills
    in reducing developer attrition within modern tech teams.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.253231
  needs_ai_refresh: false
  hierarchy:
  - Business & Careers
  - Management Patterns
  - Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.253231+02:00'
https://creately.com/guides/how-to-set-kpis-for-team-members:
  title: 'creately.com: A Step By Step Guide to Set KPIs for Team Members'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step guide to setting actionable KPIs for engineering teams.
    Explores balancing quantitative delivery metrics with qualitative team-growth
    targets to align development outputs with business objectives.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.254418
  needs_ai_refresh: false
  hierarchy:
  - Business & Careers
  - Management Patterns
  - Team Performance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.254418+02:00'
https://nubenetes.com/grafana:
  title: Grafana
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Grafana is the industry-standard multi-platform open-source analytics
    and interactive visualization web application. It supports query, visualization,
    alerting, and analysis of metrics, logs, and traces from diverse backends (Prometheus,
    Elasticsearch, Loki, Jaeger). Its pluggable architecture allows organizations
    to build unified operational dashboards across heterogeneous data layers.
  language: Go/TypeScript
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.705869
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Visualization
  - Dashboards
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.705869+02:00'
https://skillbuilder.aws/search?searchText=aws-security-fundamentals-second-edition&showRedirectNotFoundBanner=true:
  title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A fundamental training program covering core security topologies inside
    AWS. Explores the Shared Responsibility Model, IAM resource authorization, KMS
    encryption keys, and continuous infrastructure auditing.
  language: English
  resource_type: Course
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.775608
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Identity & Access
  - AWS Security Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - aws-training.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.775608+02:00'
https://skillbuilder.aws/search?searchText=aws-technical-essential-spanish-from-latin-america&showRedirectNotFoundBanner=true:
  title: 'explore.skillbuilder.aws: AWS Skill Builder - Introducción a AWS Data Pipeline
    (Español Latinoamérica) | AWS Technical Essentials (Spanish from Latin America)
    - Free'
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An introductory training course on AWS Data Pipeline, tailored for Spanish-speaking
    cloud engineers. Details basic data processing workflows, scheduling, and error
    handling for distributed cloud storage architectures.
  language: Spanish
  resource_type: Course
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.781128
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Cloud Computing
  - AWS Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - aws-training.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.781128+02:00'
https://www.dynatrace.com/news/blog:
  title: "dynatrace.com: Why conventional observability fails in Kubernetes environments—A
    real-world use case \U0001F31F"
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This analysis explores why legacy, non-topological monitoring tools
    fail in dynamic, highly ephemeral Kubernetes architectures. It highlights the
    necessity of real-time topology mapping and automated entity correlation to avoid
    alert fatigue during cascade failures. Standard static dashboard approaches are
    contrasted with causal, AI-driven monitoring models.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.868349
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - APM
  - Analysis
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.868349+02:00'
https://bigdataboutique.com/blog/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j:
  title: 'blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This technical guide details memory allocation strategies for JVM-based
    Elasticsearch nodes. It focuses on the critical rule of thumb of setting JVM heap
    sizes to 50% of available physical RAM (capping at 32GB to avoid breaking compressed
    ordinary object pointers / OOPs) while leaving the remainder for OS file system
    caching. Correct heap configuration directly prevents garbage collection pauses
    and OOM crashes in high-throughput indexing setups.
  language: Java
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430429.899777
  needs_ai_refresh: false
  hierarchy:
  - Data Stores
  - Elasticsearch
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:09.899777+02:00'
https://www.dynatrace.com/knowledge-base/aws-lambda:
  title: 'dynatrace.com: A look behind the scenes of AWS Lambda and our new Lambda
    monitoring extension'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Dynatrace's AWS Lambda extension leverages the AWS Lambda Telemetry
    API to collect execution-level metrics, logs, and cold-start details with minimal
    execution overhead. The extension collects trace data from the execution environment
    asynchronously, preventing monitoring latency from impacting client response times.
    This offers complete end-to-end transaction tracing from API Gateways through
    serverless compute to downstream databases.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430439.891454
  needs_ai_refresh: false
  hierarchy:
  - Cloud Native
  - Serverless
  - AWS Lambda Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:19.891454+02:00'
https://www.dynatrace.com/technologies/kubernetes-monitoring:
  title: 'dynatrace.com: Dynatrace monitoring for Kubernetes and OpenShift'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This product reference explains Dynatrace's AI-driven observability
    agent, OneAgent, customized for Kubernetes and Red Hat OpenShift. By leveraging
    automatic injection at the container layer, it delivers full-stack trace and metric
    collection without manual code changes or pod sidecars. The Davis AI engine processes
    this topological data to automate root-cause analysis for microservice anomalies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430439.900566
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - APM
  - Commercial Observability
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:19.900566+02:00'
https://www.sysdig.com/blog/kubernetes-security-guide:
  title: "sysdig.com: Kubernetes Security Guide \U0001F31F"
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Sysdig's comprehensive guide to securing Kubernetes platforms details
    a multi-layered defense strategy covering container image scanning, runtime protection,
    network policies, and role-based access control (RBAC). It highlights compliance
    mappings (such as CIS benchmarks) and operational best practices for detecting
    abnormal kernel system calls using eBPF-based agents.
  language: English
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430439.915413
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Kubernetes Security
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:19.915413+02:00'
https://grafana.com/blog/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system:
  title: "grafana.com: Announcing Grafana Tempo, a massively scalable distributed
    tracing system \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Grafana Tempo is an open-source, high-scale, easy-to-use, and cost-effective
    distributed tracing backend. Designed to require only object storage (like S3
    or GCS) to operate, it eliminates the operational overhead and high costs of running
    complex indexes via Elasticsearch or Cassandra. Tempo integrates deeply with Grafana,
    Prometheus, and Loki, enabling seamless correlation between logs, metrics, and
    traces.
  language: Go
  resource_type: Tool
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430440.217364
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Tracing
  - Grafana Tempo
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:20.217364+02:00'
https://grafana.com/blog/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance:
  title: "grafana.com: A beginner's guide to distributed tracing and how it can increase
    an application's performance \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This introductory guide outlines the foundational mechanics of distributed
    tracing, exploring how request lifecycles are visualized using traces, spans,
    and parent-child span relationships. It clarifies how tracing correlates disjointed
    events across multi-service boundaries, enabling developers to detect latency
    bottlenecks and optimize microservice architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430440.299483
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Tracing
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:20.299483+02:00'
https://www.theodo.com/en-uk/blog:
  title: "Hands on your first Kubernetes secrets \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This hands-on tutorial guides developers through creating, decoding,
    and mounting native Kubernetes Secret resources within applications. It highlights
    base64 encoding limitations and advises on key architectural alternatives, such
    as HashiCorp Vault integration, Sealed Secrets, or CSI secret store drivers for
    production environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430450.153942
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Kubernetes Security
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-security.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:30.153942+02:00'
https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values:
  title: 'ansible.com: Ansible Network Resource Modules: Deep Dive on Return Values'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This technical breakdown examines the structure and execution flow of
    Ansible Network Resource Modules, focusing on standard return structures (`before`,
    `after`, and `gathered`). It explains how network engineers can build precise
    declarative state files for network appliances, enabling idempotent drift correction
    and structured state auditing.
  language: Python
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430460.379458
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Networking
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:40.379458+02:00'
https://www.redhat.com/en/blog/channel/red-hat-ansible-automation:
  title: ansible.com/blog/topic/ansible-tower
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official updates channel focusing on Ansible Tower (the precursor to
    AAP's automation controller). Content spans legacy scaling strategies, visual
    workflow design, API routing, and integrations with enterprise LDAP systems.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.393396
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Platform
  - Ansible Tower
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.393396+02:00'
https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible:
  title: 'ansible.com: Automating Red Hat Satellite with Ansible'
  description: '- [galaxy.ansible.com: letsencrypt](https://galaxy.ansible.com/t_systems_mms/letsencrypt)
    This collection contains a role for issuing ssl certificates from Let''s Encrypt
    via dns or http-challenge'
  year: '2021'
  stars: 0
  ai_summary: This technical resource details integrating Ansible with Red Hat Satellite
    to manage enterprise OS life cycles. It explains using Satellite Collections to
    provision instances, register hosts to subscription channels, and configure patch
    schedules automatically across large-scale physical and cloud environments.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.397945
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure Management
  - Satellite
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.397945+02:00'
https://www.redhat.com/en/technologies/management/ansible:
  title: 'ansible.com: Automation services catalog, the newest addition to the Ansible
    Automation Platform'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This document covers the self-service Automation Services Catalog in
    Red Hat AAP. It allows business users to request IT resources using automated
    Ansible plays in a structured governance framework, tracking compliance and multi-level
    approvals across organization boundaries.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.406651
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Platform
  - Ansible Catalog
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.406651+02:00'
https://www.redhat.com/en/technologies/management/ansible/application-delivery:
  title: 'ansible.com: Automating your business application''s REST API with Ansible'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide demonstrates orchestrating custom application workflows and
    RESTful APIs using Ansible's `uri` module. It details credential authentication,
    payload handling, and status code verification within a continuous integration
    or system-provisioning pipeline, eliminating the need for ad-hoc scripting.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.430631
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - API Integration
  - Ansible HTTP
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.430631+02:00'
https://www.dynatrace.com/platform/oneagent:
  title: 'dynatrace.com: Achieve faster time to value by deploying thousands of OneAgents
    at once with Ansible (Preview)'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details utilizing Ansible automation to rapidly deploy and configure
    thousands of Dynatrace OneAgent nodes simultaneously. It leverages certified collections
    to deploy system services across heterogeneous OS landscapes while ensuring uniform
    host tagging and environment variables.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.54936
  needs_ai_refresh: false
  hierarchy:
  - Observability
  - Automation
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.549360+02:00'
https://www.redhat.com/en/blog/top-10-ansible-blogs-2022:
  title: 'ansible.com: The Top 10 Ansible Blogs of 2022'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A curated digest of the most impactful Ansible-focused blogs of 2022,
    highlighting innovations in automation controller integrations, cloud-native operators,
    and execution environment isolation. This compilation serves as a learning map
    for engineering teams adapting to enterprise automation patterns and modular collections.
  language: English
  resource_type: Blog
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.761872
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Communities
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.761872+02:00'
https://www.redhat.com/en/blog/based-validated-network-content:
  title: 'ansible.com: Fundamentals of Network Automation with Ansible Validated Content
    using the network.base collection'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This resource covers Ansible's network validated content library, structured
    to help infrastructure teams quickly adopt reliable network automation capabilities.
    Focusing on the `network.base` collection, it details architectural standards
    for managing multi-vendor network fabrics with reusable, pre-validated playbooks
    and tasks.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.782442
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Networking
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.782442+02:00'
https://www.redhat.com/en/blog/introducing-ansible-automation-platform-2:
  title: 'ansible.com: Introducing Ansible Automation Platform 2'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article introduces Ansible Automation Platform 2, showcasing its
    containerized architecture shift. By replacing standard python virtualenvs with
    execution environments (isolated containers containing all Python/Ansible dependencies),
    AAP 2 solves scalability limitations and drift issues across enterprise deployment
    nodes.
  language: Python
  resource_type: Release Notes
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.796605
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.796605+02:00'
https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes:
  title: 'ansible.com: Fast vs Easy: Benchmarking Ansible Operators for Kubernetes'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This benchmark study analyzes Ansible-based Kubernetes Operators versus
    Go and Helm alternatives. It compares reconciliation latency, operational memory
    consumption, and execution complexity, demonstrating that while Ansible operators
    provide rapid developer velocity and utilize familiar YAML logic, Go operators
    excel at higher scaling metrics.
  language: Python/Go
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430470.815196
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Operators
  - Ansible Operators
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:50.815196+02:00'
https://ruuda.nl/2023/the-yaml-document-from-hell:
  title: 'ruudvanasseldonk.com: The yaml document from hell'
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analysis detailing edge cases, confusing specifications, and common
    syntactical pitfalls inherent to the YAML standard. It highlights issues such
    as Norway country-code confusion (`NO` parsed as boolean `false`), string coercion,
    and massive object graph vulnerabilities, promoting defensive configuration practices.
  language: English
  resource_type: Blog
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430471.093134
  needs_ai_refresh: false
  hierarchy:
  - Configuration
  - YAML
  - Pitfalls
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - yaml.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2026-06-14T11:47:51.093134+02:00'
https://www.redhat.com/en/blog/now-available-red-hat-ansible-automation-platform-1.2:
  title: 'ansible.com: Red Hat Ansible Automation Platform 1.2'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Overview of the legacy Red Hat Ansible Automation Platform v1.2 release.
    It highlights the convergence of Ansible Tower, Engine, and Network Engine, alongside
    introducing private automation hubs to store and control internal automation content
    within secure environments.
  language: Python
  resource_type: Release Notes
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430472.135763
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:52.135763+02:00'
https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection:
  title: "ansible.com: Announcing the Red Hat Enterprise Linux Certified Ansible Collection
    \U0001F31F"
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement of the Red Hat Enterprise Linux (RHEL) System Roles as
    certified Ansible collections. This allows sysadmins to manage core operating
    system configuration parameters (network interfaces, SELinux, firewall rules,
    and storage pools) using vendor-supported, stable, and declarative code modules.
  language: Python
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430472.304473
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Infrastructure Management
  - Ansible Collections
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:52.304473+02:00'
https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller:
  title: 'ansible.com: What''s new in Ansible Automation Platform 2: automation controller'
  description: '- [ansible.com: What''s new in Ansible Automation Platform 2: automation
    content navigator](https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-content-navigator)'
  year: '2021'
  stars: 0
  ai_summary: Highlights details of the 'automation controller,' which replaces Ansible
    Tower in AAP 2. Built to decouple control plane and execution plane functions,
    it improves job routing, credential management, and multi-tenant scaling through
    decentralized execution environments.
  language: Python
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430472.497694
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ansible.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:47:52.497694+02:00'
https://www.stackrox.io/blog/kubernetes-networking-demystified:
  title: 'stackrox.com: Kubernetes Networking Demystified: A Brief Guide'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'This reference guide deconstructs core Kubernetes networking patterns:
    container-to-container, pod-to-pod, pod-to-service, and external access mechanisms.
    It explains the mechanics of CNI plugins, IPAM allocations, iptables/IPVS load
    balancing, and dynamic ingress mapping.'
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430480.690037
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Networking
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:00.690037+02:00'
https://about.gitlab.com/blog/devops-workflows-json-format-jq-ci-cd-lint:
  title: 'about.gitlab.com: Tips for productive DevOps workflows: JSON formatting
    with jq and CI/CD linting automation'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical walkthrough on improving pipeline developer velocity using
    GitLab CI/CD, JSON manipulation with `jq`, and linting tooling. It focuses on
    isolating syntax-checking phases to fail fast, validating config schemas before
    they are applied to running stages.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430480.732745
  needs_ai_refresh: false
  hierarchy:
  - DevOps
  - CI/CD
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - yaml.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2026-06-14T11:48:00.732745+02:00'
? https://thomasthornton.cloud/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline
: title: 'thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts
    to ensure best practices using KubeLinter in Azure DevOps Pipeline'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This post walks through embedding KubeLinter in Azure DevOps CI/CD pipelines
    to audit Kubernetes manifests and Helm charts. It highlights security and performance
    check validations, such as identifying missing resource limits, root privileges,
    or improper security contexts before deployment.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430481.698234
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - DevSecOps
  - Linting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - yaml.md
  youtube_mosaic: {}
  is_special: true
  discovered_at: '2026-06-14T11:48:01.698234+02:00'
https://www.theodo.com/en-fr/blog:
  title: "Kubernetes productivity tips and tricks \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practitioner's guide to enhancing CLI-based Kubernetes productivity.
    It explores advanced setups such as custom shell autocompletion, kubectx/kubens
    utilities, smart aliases, and log-tailing helpers designed to reduce cognitive
    overhead during real-time incident responses.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430485.378586
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Operations
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:05.378586+02:00'
https://nubenetes.com/openshift:
  title: Openshift Container Platform
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Red Hat OpenShift is a premier enterprise-grade hybrid cloud Kubernetes
    application platform. It adds out-of-the-box developer tooling, integrated security
    standards, cluster virtualization, internal registry configurations, and Operator-based
    life cycle management directly over raw Kubernetes.
  language: Go
  resource_type: Platform
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430485.555416
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Platforms
  - Red Hat OpenShift
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:05.555416+02:00'
https://nubenetes.com/rancher:
  title: 'Rancher: Enterprise management for Kubernetes'
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Rancher is a unified platform for managing multi-cluster, heterogeneous
    Kubernetes deployments across diverse cloud providers and bare metal hosts. It
    simplifies operational management by providing centralized authentication, unified
    RBAC access, structured audit logs, and simplified Helm catalog deployments.
  language: Go
  resource_type: Platform
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430485.562698
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Platforms
  - Rancher
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:05.562698+02:00'
https://blogs.vmware.com/tanzu/introducing-kubeacademy-pro-in-depth-kubernetes-training-totally-free:
  title: 'tanzu.vmware.com: Introducing KubeAcademy Pro: In-Depth Kubernetes Training,
    Totally Free'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: KubeAcademy by VMware provides modular education resources and deep-dive
    technical courses targeting Kubernetes administrators and application developers.
    It focuses on practical application scaling, cluster security, debugging, and
    continuous integration concepts.
  language: English
  resource_type: Platform
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430486.125173
  needs_ai_refresh: false
  hierarchy:
  - Education
  - Kubernetes
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:06.125173+02:00'
https://blogs.vmware.com/tanzu/vmware-tanzu-sql-mysql-at-scale-kubernetes:
  title: 'tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes'
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Tanzu SQL provides a robust, operator-driven solution for provisioning
    and operating MySQL databases within Kubernetes clusters. It automates common
    lifecycle events such as data replication, high availability clustering, automatic
    backups, and critical security patching.
  language: Go
  resource_type: Operator
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430486.125607
  needs_ai_refresh: false
  hierarchy:
  - Databases
  - Kubernetes Operators
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:06.125607+02:00'
https://www.mirantis.com/software/mirantis-kubernetes-engine:
  title: Mirantis Docker Enterprise 3.1+ with Kubernetes
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Formerly Docker Enterprise, Mirantis Kubernetes Engine (MKE) provides
    enterprise-ready cluster deployment capabilities utilizing either Kubernetes or
    Swarm orchestrators. It features integrated identity management, safe private
    image registries, and granular role-based security tooling.
  language: Go
  resource_type: Platform
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430495.769802
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Platforms
  - Mirantis
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:15.769802+02:00'
https://about.gitlab.com/blog/vscode-extension-development-with-gitlab:
  title: 'gitlab.com: VS Code extension development with GitLab'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how developers can construct VS Code extensions integrated
    with GitLab CI/CD and APIs. The post showcases best practices for extension design,
    testing automation, and deployment mechanisms, streamlining local-to-cloud workspace
    automation.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430523.033371
  needs_ai_refresh: false
  hierarchy:
  - Development
  - DevOps
  - IDE Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - visual-studio.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:43.033371+02:00'
https://docs.ansible.com/collections.html:
  title: Manage Kubernetes (K8s) objects
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official documentation detailing Ansible's specialized `kubernetes.core.k8s`
    module capabilities. It focuses on declaratively orchestrating Kubernetes objects
    directly from Ansible playbooks, allowing organizations to cleanly bridge traditional
    VM configuration setups with modern containerized platform configurations.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430523.668228
  needs_ai_refresh: false
  hierarchy:
  - Automation
  - Kubernetes
  - Ansible Modules
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:43.668228+02:00'
https://nubenetes.com/kubernetes:
  title: Kubectl plugins and tools
  description: ''
  year: '2025'
  stars: 0
  ai_summary: This reference compilation highlights external tools and kubectl extensions
    managed via Krew. It details how third-party plugins (like `neat`, `kns`, or security-focused
    extensions) expand basic kubectl operational debugging and cluster-inspection
    capabilities.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430523.6808
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes
  - Operations
  - Kubectl Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubectl-commands.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:43.680800+02:00'
https://www.blackduck.com/blog/integrating-automated-ast-tools.html:
  title: 'synopsys.com: How to integrate automated AST tools in your CI/CD pipeline'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article describes how to integrate automated Application Security
    Testing (AST) scanners (SAST, DAST, SCA) inside CI/CD pipelines. It explains how
    to establish automated quality gates to prevent vulnerable code from progressing
    to integration and production staging layers.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781430523.813812
  needs_ai_refresh: false
  hierarchy:
  - Security
  - DevSecOps
  - Application Security
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - testops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T11:48:43.813812+02:00'
https://www.techerati.com/features-hub/devsecops-eight-tips-for-truly-securing-software:
  title: 'techerati.com: DevSecOps: Eight tips for truly securing software'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural blueprint detailing eight foundational pillars for
    embedding security directly into the CI/CD pipeline. Key concepts include shifted-left
    vulnerability scanning, automated compliance checks, dependency analysis, and
    developer-centric security education. The article offers high-level pragmatic
    strategies for organizations transitioning from traditional DevOps to modern DevSecOps
    frameworks.
  language: English
  resource_type: Best Practice Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432178.617535
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:16:18.617535+02:00'
https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc:
  title: 'Deploying to Azure: Secure Your GitHub Workflow with OIDC'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the mechanism of securing deployment pipelines on Azure by
    leveraging GitHub Actions with OIDC federation. This setup eliminates credential
    rotation burdens and prevents high-privilege credential leakage. The article guides
    developers through creating federated credentials in Azure AD and configuring
    GitHub workflows for passwordless authentication.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432228.047025
  needs_ai_refresh: false
  hierarchy:
  - Security & Governance
  - CI/CD Security
  - Azure & GitHub Integration
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-security.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:17:08.047025+02:00'
https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump:
  title: "blog.heaphero.io: What is GC Log, thread dump and Heapdump? \U0001F31F"
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A diagnostic reference explaining the roles of garbage collection (GC)
    logs, thread dumps, and heap dumps in Java Virtual Machine (JVM) analysis. GC
    logs map memory reclamation patterns, thread dumps identify concurrency deadlocks,
    and heap dumps pinpoint memory leaks. This guide bridges the gap between raw JVM
    telemetry and pragmatic troubleshooting workflows.
  language: Java
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432228.603184
  needs_ai_refresh: false
  hierarchy:
  - Observability & Troubleshooting
  - JVM Performance
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - java-and-java-performance-optimization.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:17:08.603184+02:00'
https://thomasthornton.cloud/a-devops-journey-using-azure-devops:
  title: 'thomasthornton.cloud: A DevOps journey using Azure DevOps'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive retrospective detailing the strategic transition and
    ongoing journey of adopting Azure DevOps for enterprise platform engineering.
    The guide explores centralizing pipeline definitions, managing environment gates,
    optimizing agent pools, and leveraging built-in boards and repositories. It highlights
    pragmatic challenges and structural lessons learned during real-world migrations
    to cloud-native delivery workflows.
  language: YAML
  resource_type: Case Study
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432259.274052
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:17:39.274052+02:00'
https://www.redhat.com/en/blog/federation-v2-is-now-kubefed:
  title: Multi-cluster Federation in OpenShift 4 is called **KubeFed**
  description: ''
  year: '2019'
  stars: 2
  ai_summary: Curator Insight introduces the KubeFed system in OpenShift 4. Live Grounding
    highlights its mechanism for template distribution and configuration sync across
    multiple clusters. Valuable for understanding historical cross-cluster patterns
    before modern gateway patterns.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736113.853399
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Multi-Cluster
  - Legacy Federation
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:53.853399+02:00'
https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-examples:
  title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with
    examples'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A fundamental reference guide to using the `dmesg` utility for examining
    kernel-level ring buffer logs in Unix and Linux operating systems. The resource
    highlights critical subcommands for parsing device driver issues, memory allocation
    failures (including Out-Of-Memory/OOM kills), and hardware initialization errors.
    It provides essential CLI commands to help system administrators and site reliability
    engineers troubleshoot core OS issues.
  language: Bash
  resource_type: Technical Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432292.0547
  needs_ai_refresh: false
  hierarchy:
  - Observability & Troubleshooting
  - Linux Systems
  - Kernel Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - linux.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:18:12.054700+02:00'
https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform:
  title: 'thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring
    a retention period using Terraform'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical implementation guide for leveraging HashiCorp Terraform to
    configure diagnostic logging and retention policies on Azure Database for PostgreSQL
    Flexible Server. By defining IaC blocks for diagnostic settings and log forwarding,
    platform engineers can automate the streaming of engine logs to Azure Monitor,
    Log Analytics, or Storage Accounts. This configuration ensures compliance with
    enterprise security audits and automated log archival.
  language: HCL
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432324.100638
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure as Code
  - Database Automation
  - Terraform & Azure
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - terraform.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:18:44.100638+02:00'
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=89e3feac8f11:
  title: null
  description: null
  year: null
  stars: null
  ai_summary: null
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: null
  content_hash: null
  health_score: null
  last_checked: 1781432409.617802
  needs_ai_refresh: false
  hierarchy: []
  tags: []
  v1_locations: []
  v2_locations: []
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:20:09.617802+02:00'
https://www.techerati.com/features-hub/microservices-in-the-cloud-native-era:
  title: 'techerati.com: Microservices in the Cloud-Native Era'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the strategic paradigm shift toward microservices as the de
    facto structural archetype for scalable cloud platforms. It dissects operational
    complexities including traffic routing, discovery mechanisms, and failure domain
    containment through circuit-breakers. A vital read for architects planning monolithic-to-microservices
    migrations under modern Kubernetes-centric infrastructures.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432431.808019
  needs_ai_refresh: false
  hierarchy:
  - Architecture Patterns
  - Microservices
  - Cloud-Native Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:20:31.808019+02:00'
https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines:
  title: 'thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed evaluation of configuring dynamic and conditional variable
    expressions within Azure DevOps YAML pipelines. By utilizing built-in pipeline
    expressions, developers can adjust variable values based on source branch, trigger
    conditions, or build parameters. This capability promotes DRY (Don't Repeat Yourself)
    practices and allows high levels of pipeline reuse across different environments.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432462.54855
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:21:02.548550+02:00'
https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines:
  title: 'thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo
    from Azure DevOps Pipelines'
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step automation guide showing how to programmatically publish
    comments back to Azure DevOps pull requests directly from active CI pipelines.
    Using the Azure DevOps REST API or CLI within pipeline stages, teams can auto-post
    code quality summaries, terraform plans, or security scanner findings. This approach
    shortens the feedback loop for developers and streamlines team review processes.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781432463.837586
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - azure.md
  youtube_mosaic: {}
  discovered_at: '2026-06-14T12:21:03.837586+02:00'
https://code.tutsplus.com/rest-vs-grpc-battle-of-the-apis--cms-30711t:
  title: 'REST vs. gRPC: Battle of the APIs'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Curator Insight presents this as a direct technical showdown. Live Grounding
    details the underlying HTTP/2 multiplexing advantage of gRPC versus HTTP/1.1 REST
    patterns. This guide provides concrete latency, serialization (Protobuf), and
    performance benchmarks crucial for microservices architects.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735866.08307
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Inter-Service Communication
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:37:46.083070+02:00'
https://blog.axway.com/learning-center/apis/api-management/what-is-api-management:
  title: 'axway.com: What is API Management?'
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Curator Insight focuses on the operational oversight of APIs. Live Grounding
    confirms the resource details the full lifecycle of API management, including
    policy enforcement, rate limiting, and analytics. It provides architects with
    foundational criteria for evaluating enterprise-grade API gateways.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735867.143235
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - API Management
  - Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:37:47.143235+02:00'
https://blog.axway.com/learning-center/apis/basics/different-types-apis:
  title: "apifriends.com: What are the different types of APIs? \U0001F31F"
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Curator Insight identifies this as a categorization guide. Live Grounding
    reveals a deep breakdown of open, partner, and internal APIs, along with architectural
    styles like REST, GraphQL, and gRPC. It is a key reference for establishing service-to-service
    governance rules.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735867.746809
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - API Management
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:37:47.746809+02:00'
https://blog.axway.com/learning-center/apis/basics/what-is-an-api:
  title: 'apifriends.com: What is an API?'
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights this resource as an entry point for understanding
    API fundamentals. Live Grounding verifies it details REST, SOAP, and RPC protocols
    with clear architectural trade-offs. It serves as an educational starting point
    for cloud-native developers navigating API design patterns.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735867.819915
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - API Management
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - api.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:37:47.819915+02:00'
https://www.blazemeter.com/blog/devops-best-practices-testing:
  title: 'blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline'
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Curator Insight emphasizes the DevOps efficiency gains using AWS-native
    pipelines. Live Grounding demonstrates how the platform automates continuous integration,
    integrates performance testing tools like BlazeMeter, and reduces manual deployment
    risk. It serves as a practical blueprint for cloud-native delivery.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735875.896311
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - Cloud-Native Delivery
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - aws-devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:37:55.896311+02:00'
https://stackoverflow.com/questions/52337851/how-to-define-buildconfig-object-with-jenkins-and-openshift:
  title: 'stackoverflow: How to define BuildConfig object with Jenkins and openshift'
  description: ''
  year: '2018'
  stars: 1
  ai_summary: Curator Insight addresses automated OpenShift build pipelines. Live
    Grounding details the precise YAML and Jenkins pipeline syntax needed to safely
    trigger BuildConfig objects from external CI nodes. It remains highly relevant
    for legacy Jenkins-to-OpenShift integrations.
  language: English
  resource_type: Q&A
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735920.609296
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - Platform-as-a-Service
  - OpenShift
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - demos.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:40.609296+02:00'
https://resources.axway.com:
  title: axway.com/digitize
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Curator Insight positions this as Axway's resource repository. Live
    Grounding shows it serves as an enterprise catalog containing whitepapers, technical
    case studies, and integration blueprints. It is best utilized for scoping architectural
    patterns across multi-cloud enterprise setups.
  language: English
  resource_type: Portal
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735922.194703
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Enterprise Integration
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:42.194703+02:00'
https://blog.axway.com/learning-center/apis/basics/full-lifecycle-api-management:
  title: Axway API Management
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Curator Insight introduces Axway's enterprise-grade API suite. Live
    Grounding verifies that full-lifecycle API management coordinates API design,
    discovery, security, and usage monitoring under a unified management plane. It
    acts as a de facto reference for corporate digital transformation plans.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735922.527557
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - API Management
  - Platform Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - developerportals.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:42.527557+02:00'
https://justinpolidori.com/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper:
  title: 'justinpolidori.it: Secure Your Docker Images With Cosign (and OPA Gatekeeper)'
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Curator Insight introduces cryptographic supply chain signing. Live
    Grounding validates that combining Sigstore Cosign with OPA Gatekeeper enables
    strict admissions-control validation of signed OCI containers. This setup forms
    the bedrock of zero-trust Kubernetes cluster pipelines.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735924.483997
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Software Supply Chain
  - Policy Enforcement
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:44.483997+02:00'
https://www.puppet.com:
  title: Relay
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Curator Insight positions Relay as an event-driven DevOps automated
    response system. Live Grounding reveals that while Puppet has shifted its core
    focus, Relay pioneered trigger-based cloud infrastructure remediation workflows.
    It offers valuable historical design insights for serverless runbook systems.
  language: English
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735924.485214
  needs_ai_refresh: false
  hierarchy:
  - Operations
  - Automation
  - Workflow Engines
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - devops-tools.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:44.485214+02:00'
https://portworx.com/blog/implementing-data-security-on-red-hat-openshift:
  title: "portworx.com: Implementing Data Security on Red Hat OpenShift \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight targets stateful application protection. Live Grounding
    displays how Portworx delivers hardware-level encryption, granular RBAC, and secure
    key-management integrations on Red Hat OpenShift. It provides a robust architecture
    for strict financial or healthcare compliance criteria.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735925.114717
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Storage
  - Enterprise Storage
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:45.114717+02:00'
https://www.tigera.io/project-calico:
  title: "Project Calico \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Curator Insight flags Calico as an industry-standard networking engine.
    Live Grounding reviews its implementation of eBPF and standard Linux iptables
    routing schemes to enforce high-performance network security. It remains an absolute
    standard for zero-trust workloads.
  language: English
  resource_type: Project
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736024.199302
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Networking
  - CNI Plugins
  - Security Policy
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - devsecops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:24.199302+02:00'
https://labs.iximiuz.com/tutorials/docker-run-vs-attach-vs-exec:
  title: 'iximiuz.com: Containers 101: attach vs. exec - what''s the difference?'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight breaks down fundamental OCI execution flags. Live Grounding
    highlights the difference between attaching to a main container process (TTY/STDIN
    sharing) and starting an independent debug process via exec. Essential reading
    for system level container operations.
  language: English
  resource_type: Interactive Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735928.941041
  needs_ai_refresh: false
  hierarchy:
  - Containerization
  - Fundamentals
  - Container Runtimes
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:48.941041+02:00'
https://www.docker.com:
  title: "docker.com: Docker and Ambassador Labs Announce Telepresence for Docker,
    Improving the Kubernetes Development Experience \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight focuses on solving local-to-remote debugging loops.
    Live Grounding highlights how the Telepresence integration routes traffic between
    local Docker containers and active Kubernetes environments. It facilitates near-zero
    friction testing for distributed development squads.
  language: English
  resource_type: Announcement
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735938.360313
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Development
  - Local Environments
  - Testing Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:38:58.360313+02:00'
https://www.docker.com/blog:
  title: 'docker.com: Kubernetes in Production Environments'
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Curator Insight outlines production orchestration methodologies. Live
    Grounding reviews security boundary configuration, container lifecycle tracking,
    and host performance balancing. Best suited for teams mapping their early-stage
    infrastructure migrations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736011.975548
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Cluster Operations
  - Production Readiness
  - Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - docker.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:11.975548+02:00'
? https://examples.javacodegeeks.com/java-development/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers
: title: 'Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet
    Containers'
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Curator Insight compares Java microservices web engines. Live Grounding
    parses resource footprints, non-blocking I/O support, and throughput capacity
    benchmarks between Tomcat, Jetty, and Undertow. Essential for microservices tuning
    when running inside standard OCI wrappers.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735941.406322
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Runtime Environments
  - JVM Containers
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - embedded-servlet-containers.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:01.406322+02:00'
https://mergify.com:
  title: mergify.io
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Curator Insight showcases automated pull request workflows. Live Grounding
    reveals a sophisticated automation engine that handles conditional merging, queue
    scheduling, and branch rebase synchronization on GitHub. It minimizes human bottlenecks
    during continuous deployment cycles.
  language: English
  resource_type: Service
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735950.213624
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - Developer Operations
  - Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - git.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:10.213624+02:00'
https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-charts:
  title: 'cncf.io: Quick application deployments on MicroK8s using Helm Charts'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight explores lightweight Kubernetes distributions. Live
    Grounding shows how combining MicroK8s' single-command setup with Helm deployments
    yields ultra-fast feedback loops for edge computing and local testing. Essential
    for local testing scenarios.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735950.478631
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Environments
  - Edge and IoT
  - MicroK8s
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:10.478631+02:00'
https://hackandslash.blog/how-to-create-custom-helm-charts:
  title: "mbbaig.blog: How to create custom Helm charts \U0001F31F"
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight offers a deep-dive tutorial into templating. Live Grounding
    details how to construct, parameterize, and lint Helm templates for microservices
    deployments. Perfect for platform engineers moving from static YAML to dynamic
    definitions.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735950.910295
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Orchestration
  - Package Management
  - Helm
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - helm.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:10.910295+02:00'
https://dzone.com/articles/microservices-anti-patterns:
  title: 'developer.com: Overcoming the Common Microservices Anti-Patterns'
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Curator Insight dissects common architectural pitfalls in distributed
    systems. Live Grounding analyzes anti-patterns such as the 'Distributed Monolith',
    hardcoded network locations, and shared databases. It offers structural refactoring
    paths crucial for microservice transitions.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735973.838417
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - introduction.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:33.838417+02:00'
https://www.blazemeter.com/blog:
  title: 'blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018'
  description: ''
  year: '2018'
  stars: 1
  ai_summary: Curator Insight highlights the core modular capabilities of Jenkins.
    Live Grounding lists popular plugins for pipeline visualization, Git integration,
    and test suite automation. Primarily valuable for retrofitting older enterprise
    pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781735992.083894
  needs_ai_refresh: false
  hierarchy:
  - CI-CD
  - Developer Operations
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - jenkins.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:39:52.083894+02:00'
https://portworx.com/products/portworx-backup:
  title: PX-Backup
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Curator Insight presents a dedicated backup manager for stateful pods.
    Live Grounding validates PX-Backup's ability to offer application-consistent backups,
    multi-cloud cross-cluster migrations, and instantaneous disaster recovery schedules.
    It is a premium product for compliance-driven stateful setups.
  language: English
  resource_type: Product
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736003.454614
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Storage
  - Backup and Recovery
  - Disaster Recovery
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-backup-migrations.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:03.454614+02:00'
https://portworx.com/blog/how-to-backup-and-restore-elasticsearch-on-kubernetes:
  title: 'portworx.com: How to backup and restore Elasticsearch on Kubernetes'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight explores distributed database safety. Live Grounding
    demonstrates how to snapshot stateful Elasticsearch clusters running inside Kubernetes
    without causing data loss or node downtime. A concrete manual for database administrators.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736012.833892
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Storage
  - Database Operations
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-monitoring.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:12.833892+02:00'
https://eevans.co/blog/deconstructing-kubernetes-networking/index.html:
  title: 'eevans.co: Deconstructing Kubernetes Networking'
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Curator Insight presents an exceptional architectural breakdown of the
    CNI layer. Live Grounding traces the packet path from Container-to-Container,
    Pod-to-Pod, and Pod-to-Service using concrete routing and Linux network namespace
    constructs. Highly technical and illuminating.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736022.56674
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Networking
  - Deep Dive
  - Packet Flow
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:22.566740+02:00'
https://www.apptio.com/blog/kubernetes-kops/?src=kc-blog:
  title: 'blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight introduces programmatic cluster deployment. Live Grounding
    illustrates kOps-driven state configurations and asset automation on cloud providers.
    Useful for architects demanding self-managed declarative control over AWS instances.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736023.088845
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Provisioning
  - Cluster Lifecycle
  - kOps
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:23.088845+02:00'
https://www.tigera.io/blog/advertising-kubernetes-service-ips-with-calico-and-bgp:
  title: 'projectcalico.org: Advertising Kubernetes Service IPs with Calico and BGP'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight maps Kubernetes services straight to external routers.
    Live Grounding demonstrates how Calico utilizes BGP to advertise Service ClusterIPs
    and LoadBalancer IPs outside the cluster. A vital reference for bare-metal integrations.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736023.830566
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Networking
  - Advanced Routing
  - BGP
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-networking.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:23.830566+02:00'
https://www.cncf.io/online-programs/deploying-kubernetes-to-bare-metal-using-cluster-api:
  title: 'cncf.io webinar: Deploying Kubernetes to bare metal using cluster API'
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Curator Insight details cluster bootstrapping mechanics. Live Grounding
    analyzes the utilization of the Cluster API (CAPI) declarative model to manage
    bare-metal infrastructure. Highly strategic for on-premises hybrid-cloud operations.
  language: English
  resource_type: Webinar
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736026.577864
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Provisioning
  - Cluster Lifecycle
  - Cluster API
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:26.577864+02:00'
https://www.itwonderlab.com/ansible-kubernetes-vagrant-tutorial:
  title: "itwonderlab.com: Kubernetes Cluster using Vagrant and Ansible with Containerd
    (in 3 minutes) \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight presents an automated multi-node testing setup. Live
    Grounding provides high-grade Ansible playbooks coupled with Vagrant VMs running
    containerd. Highly useful for local multi-node cluster prototyping.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736027.034988
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Provisioning
  - Local Environments
  - Infrastructure-as-Code
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes-on-premise.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:40:27.034988+02:00'
https://www.doit.com/blog:
  title: 'blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE'
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight targets global high-availability traffic setups. Live
    Grounding explains GKE Multi-Cluster Ingress (MCI) and Multi-Cluster Gateway architectures.
    Extremely helpful for architects designing resilient global multi-region applications.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736079.35775
  needs_ai_refresh: false
  hierarchy:
  - Kubernetes Networking
  - Multi-Cluster
  - Load Balancing
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:19.357750+02:00'
https://enclaver.io/docs/0.x/getting-started:
  title: 'programmer.ink: Maven scaffolding best practices'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Curator Insight points to Enclaver's getting started guides. Live Grounding
    explains how Enclaver packages OCI containers into highly secure, isolated enclave
    images (e.g., AWS Nitro Enclaves). It provides a concrete bridge between container
    delivery and confidential computing.
  language: English
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736081.41948
  needs_ai_refresh: false
  hierarchy:
  - Security
  - Confidential Computing
  - Enclaves
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - maven-gradle.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:21.419480+02:00'
https://blog.axway.com/learning-center/apis/api-management/whats-ipaas:
  title: 'blog.axway.com: What is iPaaS?'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Curator Insight defines Integration Platform as a Service (iPaaS). Live
    Grounding details how iPaaS orchestrates workflows across cloud and on-premises
    environments, acting as a high-density hub for enterprise integration. Crucial
    for understanding legacy modernization routes.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736082.450958
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Enterprise Integration
  - iPaaS
  tags:
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:22.450958+02:00'
https://dzone.com/articles/event-driven-microservices-1:
  title: 'developer.com: An Introduction to Event Driven Microservices'
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Curator Insight reviews async architectural decoupling. Live Grounding
    defines event state tracking, message brokers, and transactional outbox patterns.
    It acts as a clear reference guide for moving away from brittle synchronous HTTP
    calls.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736083.294214
  needs_ai_refresh: false
  hierarchy:
  - Application Architecture
  - Microservices
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - message-queue.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:41:23.294214+02:00'
https://sciencelogic.com/platform/skylar-advisor:
  title: Zebrium
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Curator Insight outlines automated root-cause analysis. Live Grounding
    shows that Zebrium, now integrated into ScienceLogic as Skylar Advisor, uses unsupervised
    machine learning to detect anomalies in massive multi-system log flows. It serves
    as an automated debugging aid.
  language: English
  resource_type: Service
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736245.080064
  needs_ai_refresh: false
  hierarchy:
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  - AIOps
  - Log Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
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  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:44:05.080064+02:00'
https://portworx.com/blog/run-ha-elasticsearch-elk-red-hat-openshift:
  title: How to Run HA Elasticsearch (ELK) on Red Hat OpenShift
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight targets high-availability ELK stack patterns. Live Grounding
    outlines storage volume pairing, stateful replication rules, and failover topologies
    specific to OpenShift. A crucial reference for running enterprise log stacks safely.
  language: English
  resource_type: Blog Post
  complexity: Advanced
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  status: online
  addition_method: manual
  content_hash: null
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  last_checked: 1781736112.841796
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  hierarchy:
  - Kubernetes Storage
  - Database Operations
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - ocp3.md
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  discovered_at: '2026-06-18T00:41:52.841796+02:00'
https://www.blazemeter.com/blog/open-source-load-testing-tools:
  title: 'blazemeter.com: Open Source Load Testing Tools: Which One Should You Use?'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive comparison of open-source load testing utilities including
    JMeter, Locust, and k6. The guide evaluates key selection criteria such as protocol
    support, scripting language, and distributed execution capabilities. It assists
    infrastructure and quality engineers in selecting the optimal performance verification
    framework.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736122.799493
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  hierarchy:
  - Quality Engineering
  - Performance Testing
  - Open Source Tools
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:02.799493+02:00'
https://www.blazemeter.com/blog/continuous-integration-jenkins:
  title: "Blazemeter.com: Continuous Integration 101 - How to run Jmeter with jenkins
    \U0001F31F"
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Step-by-step technical guide for integrating Apache JMeter load tests
    within Jenkins CI/CD pipelines. Explains performance threshold configuration,
    dynamic build promotion, and reporting plugins. Highly valuable for establishing
    automated performance regression gates in automated delivery cycles.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736133.065091
  needs_ai_refresh: false
  hierarchy:
  - CI-CD Platforms
  - Jenkins
  - Performance Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:13.065091+02:00'
https://portworx.com/blog/kubernetes-backup-monitoring:
  title: 'portworx.com: Monitoring Kubernetes Backup with Prometheus and Grafana'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Technical overview of configuring Prometheus and Grafana to monitor
    stateful backup operations within Kubernetes. Evaluates critical operational metrics
    such as recovery point objective (RPO) compliance, storage utilization, and backup
    job failures. Crucial for operations teams managing enterprise-grade database
    persistence on Kubernetes.
  language: English
  resource_type: Article
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736134.077838
  needs_ai_refresh: false
  hierarchy:
  - Data Management
  - Kubernetes Storage
  - Backup Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - prometheus.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:14.077838+02:00'
https://stackoverflow.com/questions/8087184/installing-python-3-on-rhel:
  title: "stackoverflow: Problems installing python3 on RHEL \U0001F31F"
  description: ''
  year: '2012'
  stars: 4
  ai_summary: Highly referenced community StackOverflow discussion outlining strategies
    and troubleshooting methods for compiling and installing Python 3 on RHEL environments.
    Addresses library dependency resolution and alternative package repositories like
    SCL. Essential historical reference for systems administrators managing enterprise
    Linux boxes.
  language: English
  resource_type: Q&A
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736143.618474
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Operating Systems
  - Red Hat Enterprise Linux
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - python.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:23.618474+02:00'
https://nubenetes.com/azure:
  title: Azure Policy
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Specialized gateway and reference documentation for enforcing structural
    compliance, resource auditing, and governance across Azure resource environments.
    Explains custom definition policies, policy initiatives, and automated remediation
    workflows. Critical reference for maintaining operational guardrails in enterprise
    cloud architectures.
  language: English
  resource_type: Documentation
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736153.998566
  needs_ai_refresh: false
  hierarchy:
  - Public Cloud
  - Azure Integration
  - Cloud Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - securityascode.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:33.998566+02:00'
https://justinpolidori.com/posts/20220611_vcluster_auth:
  title: 'justinpolidori.it: LDAP authentication with Dex on Kubernetes with Vcluster
    (K3S)'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Deep technical walkthrough explaining the integration of Dex as an identity
    broker with LDAP to secure virtualized Kubernetes clusters (vcluster/K3s). Explains
    certificate handling, downstream cluster federation, and RBAC mapping. Solves
    complex multi-tenant enterprise identity requirements in high-density development
    environments.
  language: English
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736154.113958
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Virtual Clusters
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:34.113958+02:00'
https://www.apptio.com/blog/rancher-vs-kubernetes/?src=kc-blog:
  title: 'blog.kubecost.com: Rancher vs Kubernetes: It’s not either or'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Informative analysis clarifying the distinction between raw Kubernetes
    and multi-cluster orchestration management via Rancher. Details how Rancher operates
    on top of standard distributions to provide unified authentication, security compliance,
    and application catalog features. Excellent material for platform architects planning
    enterprise-wide cluster control planes.
  language: English
  resource_type: Comparison
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736154.651639
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  hierarchy:
  - Platform Engineering
  - Multi-Cluster Management
  - Rancher vs K8s
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:34.651639+02:00'
https://www.rancher.academy:
  title: "Rancher Academy \U0001F31F"
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Official educational platform providing comprehensive training, labs,
    and certification programs for SUSE Rancher, K3s, and global multi-cluster enterprise
    deployments. Guides practitioners through structural best practices for platform
    engineering, security, and edge operations. Recommended for engineers targeting
    certified Rancher competencies.
  language: English
  resource_type: Training
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736154.799739
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Education and Training
  - Multi-Cluster Management
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - rancher.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:42:34.799739+02:00'
https://vmblog.com/bylines/the-rise-of-modern-day-kubernetes-operations:
  title: 'vmblog.com: The Rise of Modern Day Kubernetes Operations'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Industry insight analyzing the evolution of Day-2 Kubernetes operations,
    tracking the rise of automated cluster lifecycle tooling, declarative configuration
    management, and developer self-service. Explains the transition from manual infrastructure
    administration to modern DevOps and platform engineering paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736181.744722
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Kubernetes Day 2
  - Operational Excellence
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:01.744722+02:00'
https://www.cncf.io/training/certification/software-conformance:
  title: Certified Kubernetes offerings
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Official CNCF conformance page for checking Certified Kubernetes distributions,
    installers, and hosted platforms. Guarantees interoperability and conformance
    with Kubernetes APIs across diverse clouds and private infrastructures. Important
    directory for verified enterprise-level stack selection.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736190.780914
  needs_ai_refresh: false
  hierarchy:
  - Platform Engineering
  - Container Orchestration
  - Industry Standards
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:10.780914+02:00'
https://www.tigera.io/blog/using-kubernetes-to-orchestrate-vms:
  title: 'projectcalico.org: Using Kubernetes to orchestrate VMs'
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Technical exploration of integrating Calico CNI with Kubernetes virtual
    machine orchestrators like KubeVirt. Demonstrates how to apply unified, declarative
    network security policies across legacy virtual machines and modern microservice
    pods. Bridges the gap for unified network topology management in hybrid environments.
  language: English
  resource_type: Guide
  complexity: Advanced
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736191.335933
  needs_ai_refresh: false
  hierarchy:
  - Infrastructure
  - Hyperconverged Infrastructure
  - Network Security
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:11.335933+02:00'
https://storageclass.info/drivers:
  title: Searchable list of Kubernetes Storage Providers
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An exhaustive, searchable reference database listing Kubernetes Container
    Storage Interface (CSI) drivers and storage providers. Helps engineers evaluate
    capability matrices, dynamic provisioning options, snapshot support, and multi-cloud
    volume attachments. Essential directory for matching platform storage needs with
    verified solutions.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736200.848778
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  hierarchy:
  - Cloud Native Storage
  - CSI Drivers
  - Reference Inventories
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:20.848778+02:00'
https://www.apptio.com/topics/kubernetes/labels/?src=kc-blog:
  title: 'blog.kubecost.com: The Guide to Kubernetes Labels'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Practical engineering guide reviewing how Kubernetes labels, annotations,
    and selectors form the foundation of service discovery, deployment organization,
    and network routing. Provides optimal tagging schemas for microservice deployments,
    cost allocation, and multi-tenant filtering.
  language: English
  resource_type: Guide
  complexity: Beginner
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736211.630787
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  hierarchy:
  - Configuration Management
  - Declarative Deployments
  - Labels and Selectors
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:31.630787+02:00'
https://www.cncf.io/training/certification/ckad:
  title: 'cncf.io: Certified Kubernetes Application Developer (CKAD)'
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official CNCF training and certification page for the Certified Kubernetes
    Application Developer (CKAD) program. Validates a developer's hands-on ability
    to build, configure, expose, and troubleshoot cloud-native applications on standard
    Kubernetes engines. Globally recognized standard for application developers in
    modern platforms.
  language: English
  resource_type: Training
  complexity: Intermediate
  is_microservice: true
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736221.414426
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  hierarchy:
  - Platform Engineering
  - Education and Training
  - CKAD
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:41.414426+02:00'
https://www.apptio.com/topics/kubernetes/aks-cost/?src=kc-blog:
  title: 'blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Integration handbook addressing architectural steps to run Kubecost
    on Azure Kubernetes Service (AKS). Guides administrators through Azure account
    credentials integration, spot instance cost estimation, and corporate cost-governance
    reporting within Azure environments.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736221.909629
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - Azure Integration
  - Kubernetes FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:41.909629+02:00'
https://www.apptio.com/products/kubecost/?src=kc-com:
  title: "Kubecost \U0001F31F"
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The industry-standard real-time resource cost allocation and observability
    tool for multi-cluster environments. Seamlessly integrates with cloud APIs and
    Prometheus metrics to calculate granular cluster spend down to the namespace,
    deployment, and label level. Empowers engineering teams with automated optimization
    strategies and runaway cost alerts.
  language: English
  resource_type: Tool
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736221.912108
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - Kubernetes FinOps
  - Cost Management
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:41.912108+02:00'
https://www.apptio.com/topics/kubernetes/node-affinity/?src=kc-blog:
  title: 'blog.kubecost.com: Kubernetes node affinity: examples & instructions'
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Deep dive tutorial exploring Kubernetes scheduling constraints, with
    special focus on node affinity, node anti-affinity, and node selectors. Explains
    soft vs hard constraints (preferredDuringScheduling and requiredDuringScheduling)
    with concrete, production-grade YAML snippets.
  language: English
  resource_type: Guide
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736221.912699
  needs_ai_refresh: false
  hierarchy:
  - Scheduling and Eviction
  - Advanced Scheduling
  - Node Affinity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:41.912699+02:00'
https://www.apptio.com/blog-devops/?src=kc-blog:
  title: 'blog.kubecost.com: Kubecost raises $5.5 million to help teams monitor and
    reduce their Kubernetes spend'
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Historic coverage highlighting Kubecost's strategic venture backing
    to scale operational efforts and meet the explosive demand for FinOps tooling
    within Kubernetes networks. Summarizes market drivers leading to cloud-native
    expense monitoring as a critical corporate focus area.
  language: English
  resource_type: News
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736222.131324
  needs_ai_refresh: false
  hierarchy:
  - Financial Operations
  - Kubernetes FinOps
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations: []
  v2_locations:
  - kubernetes.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:42.131324+02:00'
https://portworx.com/blog/automating-kubernetes-data-management-with-gitops-autopilot:
  title: 'portworx.com: Automating Kubernetes Data Management with GitOps & AutoPilot'
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores Portworx Autopilot functionality in orchestrating automated
    volume capacity expansion and lifecycle data management using declarative GitOps
    models. Details how platform operators can automate storage provisioning dynamically
    based on real-time traffic demand, avoiding manual resizing overheads.
  language: English
  resource_type: Guide
  complexity: Advanced
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736235.537627
  needs_ai_refresh: false
  hierarchy:
  - Data Management
  - Kubernetes Storage
  - GitOps Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations: []
  v2_locations:
  - gitops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:55.537627+02:00'
https://www.puppet.com/resources/state-of-devops-report:
  title: "puppet.com: The 2021 State of DevOps Report is here! \U0001F31F"
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Landmark research report outlining DevOps adoption phases, focusing
    on the critical role of platform engineering and self-service capabilities in
    accelerating organizational maturity. Delivers quantifiable performance metrics
    comparing elite, high, and low performing technical teams worldwide. Highly valuable
    resource for strategic cloud planning.
  language: English
  resource_type: Report
  complexity: Intermediate
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736235.85888
  needs_ai_refresh: false
  hierarchy:
  - Management and Strategy
  - DevOps Culture
  - Industry Reports
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - devops.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:43:55.858880+02:00'
https://vadimkravcenko.com/shorts/promotion-based-development:
  title: 'Promotion-Based Development: A Fast Track to Mediocrity'
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A thought-provoking critique of development environments where promotion
    tracks heavily incentivize complex over-engineering and short-term visibility
    tasks rather than long-term architectural stability. Warns against standard architectural
    anti-patterns created by misaligned individual KPIs. Highly valuable reading for
    engineering leadership.
  language: English
  resource_type: Article
  complexity: Beginner
  is_microservice: false
  status: online
  addition_method: manual
  content_hash: null
  health_score: null
  last_checked: 1781736244.748004
  needs_ai_refresh: false
  hierarchy:
  - Management and Strategy
  - Engineering Culture
  - Career Development
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations: []
  v2_locations:
  - project-management-methodology.md
  youtube_mosaic: {}
  discovered_at: '2026-06-18T00:44:04.748004+02:00'
https://docs.gitlab.com/ee/ci:
  title: GitLab CI/CD
  description: null
  year: null
  stars: 5
  ai_summary: Built-in continuous integration and delivery engine of GitLab, supporting
    declarative YAML pipeline specifications.
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: null
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - GitLab CI
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/about.md
  v2_locations:
  - about.md
  youtube_mosaic: {}
  discovered_at: '2024-01-01T00:00:00+02:00'
https://learn.microsoft.com/en-us/azure/devops/pipelines:
  title: Azure Pipelines
  description: null
  year: null
  stars: 4
  ai_summary: Cloud-hosted CI/CD pipeline service by Microsoft, supporting both Windows,
    Linux, and macOS environments.
  language: null
  resource_type: null
  complexity: null
  is_microservice: false
  status: online
  addition_method: null
  content_hash: null
  health_score: null
  last_checked: null
  needs_ai_refresh: false
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Azure Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/about.md
  v2_locations:
  - about.md
  youtube_mosaic: {}
  discovered_at: '2024-01-01T00:00:00+02:00'
https://cursor.com:
  title: 'cursor.com: Cursor AI Code Editor'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: The premier AI-first code editor, built as a fork of VS Code, offering
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https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview:
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https://githubnext.com/projects/copilot-workspace:
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https://learn.microsoft.com/en-us/visualstudio/ide/copilot-agent-mode:
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https://github.blog/enterprise-software/ci-cd/continuous-delivery-github-actions-best-practices:
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